uuid
stringlengths 36
36
| Subject
stringlengths 1
103
| Description
stringlengths 17
398
| category
stringclasses 21
values | subcategory
stringclasses 63
values | gpt4_class
dict | messages
listlengths 3
3
| chat
stringlengths 4.54k
4.96k
| input_mixed-bread_embedd
sequencelengths 1.02k
1.02k
| label
int64 0
62
|
---|---|---|---|---|---|---|---|---|---|
0a6d6ff2-018e-4988-912f-be50d52d5676 | KBO | A Belgian business registration database. | Vertical Industry Solutions | Financial Services Software | {
"probability": 0.85,
"spendcategory": "Vertical Industry Solutions\\Financial Services Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: KBO\n\nDescription: A Belgian business registration database.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Financial Services Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: KBO
Description: A Belgian business registration database.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Financial Services Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 58 |
b1212055-dd4c-4fcc-b651-0c5f09512cfd | Virtual Reality Sets | Virtual reality sets are available for training and entertainment purposes. | Vertical Industry Solutions | Retail Technology Solutions | {
"probability": 0.75,
"spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Virtual Reality Sets\n\nDescription: Virtual reality sets are available for training and entertainment purposes.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Virtual Reality Sets
Description: Virtual reality sets are available for training and entertainment purposes.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 59 |
76c91ed7-994c-4c7c-8163-496ce19d8aed | Identity Lifecycle Management | The company implements identity lifecycle management practices to manage identities from creation to deletion. | Cybersecurity | Identity and Access Management (IAM) | {
"probability": 0.95,
"spendcategory": "Cybersecurity\\Identity and Access Management (IAM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Identity Lifecycle Management\n\nDescription: The company implements identity lifecycle management practices to manage identities from creation to deletion.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cybersecurity\\\\Identity and Access Management (IAM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Identity Lifecycle Management
Description: The company implements identity lifecycle management practices to manage identities from creation to deletion.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cybersecurity\\Identity and Access Management (IAM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 19 |
3c9dc5f5-701f-43b6-a0e4-d2ed19eef308 | Strategic Sales Partnering | Forming strategic partnerships to extend sales reach and tap into new customer segments. | Sales and Revenue Management | Sales Force Automation (SFA) | {
"probability": 0.75,
"spendcategory": "Sales and Revenue Management\\Sales Force Automation (SFA)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Strategic Sales Partnering\n\nDescription: Forming strategic partnerships to extend sales reach and tap into new customer segments.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Sales and Revenue Management\\\\Sales Force Automation (SFA)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Strategic Sales Partnering
Description: Forming strategic partnerships to extend sales reach and tap into new customer segments.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Sales and Revenue Management\\Sales Force Automation (SFA)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 45 |
f44a9734-289c-41b1-bf3d-780ed874f3ea | Video Conferencing Training for Employees | The company provides specialized training for employees to maximize the effectiveness of video conferencing tools. | Collaboration and Productivity | Team Collaboration Tools | {
"probability": 0.85,
"spendcategory": "Collaboration and Productivity\\Team Collaboration Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Video Conferencing Training for Employees\n\nDescription: The company provides specialized training for employees to maximize the effectiveness of video conferencing tools.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Collaboration and Productivity\\\\Team Collaboration Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Video Conferencing Training for Employees
Description: The company provides specialized training for employees to maximize the effectiveness of video conferencing tools.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Collaboration and Productivity\\Team Collaboration Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 12 |
e85cf523-ac3d-4e15-bbfa-20f91633a764 | Self-service Configuration Options | Self-service options that allow customers to configure services according to their specific needs. | Customer Experience (CX) | Customer Service Platforms | {
"probability": 0.85,
"spendcategory": "Customer Experience (CX)\\Customer Service Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Self-service Configuration Options\n\nDescription: Self-service options that allow customers to configure services according to their specific needs.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Service Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Self-service Configuration Options
Description: Self-service options that allow customers to configure services according to their specific needs.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Customer Experience (CX)\\Customer Service Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 16 |
8d028a24-b4a5-418f-86d6-c292ed2605e7 | Cloud Service for Mobile Backend | A cloud platform is utilized to provide backend services for mobile applications, enhancing scalability and performance. | Cloud Computing and Infrastructure | Cloud Platform as a Service (PaaS) | {
"probability": 0.95,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Cloud Service for Mobile Backend\n\nDescription: A cloud platform is utilized to provide backend services for mobile applications, enhancing scalability and performance.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Platform as a Service (PaaS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Cloud Service for Mobile Backend
Description: A cloud platform is utilized to provide backend services for mobile applications, enhancing scalability and performance.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 10 |
2650ed54-ca59-4b06-bf2b-8c8fe99e60f6 | Hybrid Cloud Storage Integration | The company integrates hybrid cloud storage systems to optimize data accessibility and security. | Cloud Computing and Infrastructure | Cloud Storage Solutions | {
"probability": 0.95,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Storage Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Hybrid Cloud Storage Integration\n\nDescription: The company integrates hybrid cloud storage systems to optimize data accessibility and security.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Storage Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Hybrid Cloud Storage Integration
Description: The company integrates hybrid cloud storage systems to optimize data accessibility and security.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Storage Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 11 |
ca66e3ef-d3d2-4232-97e0-d44a869f433e | ICSO Information Collection | The ICSO collects and ensures the transmission of necessary information, acting as an interface between intra-hospitalian and intra-extra hospitalian care structures. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.95,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: ICSO Information Collection\n\nDescription: The ICSO collects and ensures the transmission of necessary information, acting as an interface between intra-hospitalian and intra-extra hospitalian care structures.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: ICSO Information Collection
Description: The ICSO collects and ensures the transmission of necessary information, acting as an interface between intra-hospitalian and intra-extra hospitalian care structures.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
e544f6c3-5a04-4c07-9771-281540a96490 | Doc Finance | The company uses Doc Finance, potentially for financial documentation. | Enterprise Resource Planning (ERP) | Financial Management Systems | {
"probability": 0.85,
"spendcategory": "Enterprise Resource Planning (ERP)\\Financial Management Systems"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Doc Finance\n\nDescription: The company uses Doc Finance, potentially for financial documentation.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Financial Management Systems\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Doc Finance
Description: The company uses Doc Finance, potentially for financial documentation.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Enterprise Resource Planning (ERP)\\Financial Management Systems"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 30 |
631e1de9-ad5d-4087-8be9-b6c2a1364b65 | Biological Milk | Approximately half of the milk processed by the company is organic. | Vertical Industry Solutions | Retail Technology Solutions | {
"probability": 0.85,
"spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Biological Milk\n\nDescription: Approximately half of the milk processed by the company is organic.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Biological Milk
Description: Approximately half of the milk processed by the company is organic.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 59 |
3ca04f7a-3667-4850-b50c-ea48eafe42d0 | Insurance Polis Administration | The company handles insurance policy administration, including processing of new policies and maintenance of existing ones. | Vertical Industry Solutions | Financial Services Software | {
"probability": 0.95,
"spendcategory": "Vertical Industry Solutions\\Financial Services Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Insurance Polis Administration\n\nDescription: The company handles insurance policy administration, including processing of new policies and maintenance of existing ones.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Financial Services Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Insurance Polis Administration
Description: The company handles insurance policy administration, including processing of new policies and maintenance of existing ones.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Vertical Industry Solutions\\Financial Services Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 58 |
46aec4ec-614b-482f-b2d5-dc7851334be9 | Best in Class Supply Chain Quality SOPs | The company uses best in class supply chain quality SOPs as part of their quality control processes. | Enterprise Resource Planning (ERP) | Supply Chain Management (SCM) | {
"probability": 0.95,
"spendcategory": "Enterprise Resource Planning (ERP)\\Supply Chain Management (SCM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Best in Class Supply Chain Quality SOPs\n\nDescription: The company uses best in class supply chain quality SOPs as part of their quality control processes.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Supply Chain Management (SCM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Best in Class Supply Chain Quality SOPs
Description: The company uses best in class supply chain quality SOPs as part of their quality control processes.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Enterprise Resource Planning (ERP)\\Supply Chain Management (SCM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 32 |
7d810717-dc6a-40e5-b34c-0b0a2b63df74 | Automated Discount System | An automated system that applies discounts based on customer purchase history and loyalty to increase sales volume. | Sales and Revenue Management | Configure, Price, Quote (CPQ) Software | {
"probability": 0.85,
"spendcategory": "Sales and Revenue Management\\Configure, Price, Quote (CPQ) Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Automated Discount System\n\nDescription: An automated system that applies discounts based on customer purchase history and loyalty to increase sales volume.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Sales and Revenue Management\\\\Configure, Price, Quote (CPQ) Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Automated Discount System
Description: An automated system that applies discounts based on customer purchase history and loyalty to increase sales volume.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Sales and Revenue Management\\Configure, Price, Quote (CPQ) Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 47 |
86fa406f-8b74-4e2f-8f0b-98f04c66b605 | Soil Studies | The company has knowledge in soil studies. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.75,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Soil Studies\n\nDescription: The company has knowledge in soil studies.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Soil Studies
Description: The company has knowledge in soil studies.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
75511bab-7935-44cb-8cdd-82b47457af5b | Oracle HCM for Enhanced Employee Engagement | The company adopts Oracle HCM tools to enhance employee engagement through personalized HR services. | Enterprise Resource Planning (ERP) | Human Capital Management (HCM) | {
"probability": 0.95,
"spendcategory": "Enterprise Resource Planning (ERP)\\Human Capital Management (HCM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Oracle HCM for Enhanced Employee Engagement\n\nDescription: The company adopts Oracle HCM tools to enhance employee engagement through personalized HR services.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Human Capital Management (HCM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Oracle HCM for Enhanced Employee Engagement
Description: The company adopts Oracle HCM tools to enhance employee engagement through personalized HR services.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Enterprise Resource Planning (ERP)\\Human Capital Management (HCM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 31 |
bc823a13-4064-4e20-a2a7-781a888dc2c7 | Performance Monitoring Dashboards | Dashboards are used to monitor warehouse operations and employee performance continuously. | Information Technology Operations | IT Operations Management (ITOM) | {
"probability": 0.85,
"spendcategory": "Information Technology Operations\\IT Operations Management (ITOM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Performance Monitoring Dashboards\n\nDescription: Dashboards are used to monitor warehouse operations and employee performance continuously.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Information Technology Operations\\\\IT Operations Management (ITOM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Performance Monitoring Dashboards
Description: Dashboards are used to monitor warehouse operations and employee performance continuously.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Information Technology Operations\\IT Operations Management (ITOM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 36 |
8bd36744-b715-4ae2-8f45-7028c81d4bf2 | Health Intelligence Partners™ | The company's member-based collaboration that provides the best available window to the future of American health care. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.95,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Health Intelligence Partners™\n\nDescription: The company's member-based collaboration that provides the best available window to the future of American health care.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Health Intelligence Partners™
Description: The company's member-based collaboration that provides the best available window to the future of American health care.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
fa5f7760-471a-4947-a63b-7b9dea07fd37 | ERP for Non-profit Organizations | Custom ERP solutions developed to meet the specific needs of non-profit organizations. | Enterprise Resource Planning (ERP) | Human Capital Management (HCM) | {
"probability": 0.75,
"spendcategory": "Enterprise Resource Planning (ERP)\\Human Capital Management (HCM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: ERP for Non-profit Organizations\n\nDescription: Custom ERP solutions developed to meet the specific needs of non-profit organizations.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Human Capital Management (HCM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: ERP for Non-profit Organizations
Description: Custom ERP solutions developed to meet the specific needs of non-profit organizations.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Enterprise Resource Planning (ERP)\\Human Capital Management (HCM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 31 |
6cf88bd4-6b12-4a3e-a5e9-8cbeecf09ebb | EDI Flux | The company uses EDI flux for maintenance and deployment with partners, suppliers, and transitaries. | Data Management and Integration | Data Integration Tools | {
"probability": 0.85,
"spendcategory": "Data Management and Integration\\Data Integration Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: EDI Flux\n\nDescription: The company uses EDI flux for maintenance and deployment with partners, suppliers, and transitaries.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Data Management and Integration\\\\Data Integration Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: EDI Flux
Description: The company uses EDI flux for maintenance and deployment with partners, suppliers, and transitaries.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Data Management and Integration\\Data Integration Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 21 |
9dd7ee33-dc7c-43cf-bf26-0d6fac9f4ef9 | Predictive Analytics for Customer Engagement | Predictive analytics are used to forecast customer behaviors and preferences for better engagement strategies. | Analytics and Business Intelligence | Data Analytics Platforms | {
"probability": 0.85,
"spendcategory": "Analytics and Business Intelligence\\Data Analytics Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Predictive Analytics for Customer Engagement\n\nDescription: Predictive analytics are used to forecast customer behaviors and preferences for better engagement strategies.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Analytics and Business Intelligence\\\\Data Analytics Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Predictive Analytics for Customer Engagement
Description: Predictive analytics are used to forecast customer behaviors and preferences for better engagement strategies.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Analytics and Business Intelligence\\Data Analytics Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 1 |
31753a39-373c-4991-aac5-46642a353f6e | Janitorial Tools | The company uses various janitorial tools for cleaning and maintenance. | Office and Facility Management | Facility Management Services | {
"probability": 0.85,
"spendcategory": "Office and Facility Management\\Facility Management Services"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Janitorial Tools\n\nDescription: The company uses various janitorial tools for cleaning and maintenance.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Office and Facility Management\\\\Facility Management Services\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Janitorial Tools
Description: The company uses various janitorial tools for cleaning and maintenance.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Office and Facility Management\\Facility Management Services"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 62 |
f0018233-e5c5-43fc-ba0e-e537e31ceba0 | Basic Training Certification | The company requires IAHSS Basic Training Certification within one year of hire, indicating the use of specific training programs. | Human Resource Management (HRM) | Learning Management Systems (LMS) | {
"probability": 0.85,
"spendcategory": "Human Resource Management (HRM)\\Learning Management Systems (LMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Basic Training Certification\n\nDescription: The company requires IAHSS Basic Training Certification within one year of hire, indicating the use of specific training programs.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Human Resource Management (HRM)\\\\Learning Management Systems (LMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Basic Training Certification
Description: The company requires IAHSS Basic Training Certification within one year of hire, indicating the use of specific training programs.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Human Resource Management (HRM)\\Learning Management Systems (LMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 35 |
b02a92c0-dff1-416a-82f3-d4b2afc6346e | Orthopaedic Products | The company develops and manages a portfolio of orthopaedic products. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.85,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Orthopaedic Products\n\nDescription: The company develops and manages a portfolio of orthopaedic products.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Orthopaedic Products
Description: The company develops and manages a portfolio of orthopaedic products.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
d283fdb2-cde3-40b4-b62a-254c305cebdd | Quality and Diagnostic Tests | The company performs quality and diagnostic tests for intelligent state assessment. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.85,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Quality and Diagnostic Tests\n\nDescription: The company performs quality and diagnostic tests for intelligent state assessment.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Quality and Diagnostic Tests
Description: The company performs quality and diagnostic tests for intelligent state assessment.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
e6dd82bb-a411-49d5-a148-a7c8509f6f2c | Customer Service Training Simulator | A simulator is used for training customer service staff to handle various scenarios effectively. | Customer Experience (CX) | Customer Service Platforms | {
"probability": 0.85,
"spendcategory": "Customer Experience (CX)\\Customer Service Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Customer Service Training Simulator\n\nDescription: A simulator is used for training customer service staff to handle various scenarios effectively.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Service Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Customer Service Training Simulator
Description: A simulator is used for training customer service staff to handle various scenarios effectively.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Customer Experience (CX)\\Customer Service Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 16 |
27e949b6-a7d2-41c7-aaa9-24be9f782ae1 | Managing Contractor Data in SAP HCM | The company manages contractor data and compliance using SAP HCM modules. | Enterprise Resource Planning (ERP) | Human Capital Management (HCM) | {
"probability": 0.95,
"spendcategory": "Enterprise Resource Planning (ERP)\\Human Capital Management (HCM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Managing Contractor Data in SAP HCM\n\nDescription: The company manages contractor data and compliance using SAP HCM modules.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Human Capital Management (HCM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Managing Contractor Data in SAP HCM
Description: The company manages contractor data and compliance using SAP HCM modules.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Enterprise Resource Planning (ERP)\\Human Capital Management (HCM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 31 |
dba0df93-d470-464e-9e76-2e9c4e532032 | AUTOSAR SWCs | The company uses AUTOSAR SWCs as part of its software engineering best practices for the full software development lifecycle. | Software Development | Integrated Development Environments (IDEs) | {
"probability": 0.85,
"spendcategory": "Software Development\\Integrated Development Environments (IDEs)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: AUTOSAR SWCs\n\nDescription: The company uses AUTOSAR SWCs as part of its software engineering best practices for the full software development lifecycle.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Software Development\\\\Integrated Development Environments (IDEs)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: AUTOSAR SWCs
Description: The company uses AUTOSAR SWCs as part of its software engineering best practices for the full software development lifecycle.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Software Development\\Integrated Development Environments (IDEs)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 48 |
36b66b1f-3465-4935-b2c9-540862a57385 | Real-Time Sales Benchmarking | Real-time benchmarking of sales metrics against industry standards to gauge performance and drive improvements. | Sales and Revenue Management | Revenue Management Systems | {
"probability": 0.85,
"spendcategory": "Sales and Revenue Management\\Revenue Management Systems"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Real-Time Sales Benchmarking\n\nDescription: Real-time benchmarking of sales metrics against industry standards to gauge performance and drive improvements.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Sales and Revenue Management\\\\Revenue Management Systems\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Real-Time Sales Benchmarking
Description: Real-time benchmarking of sales metrics against industry standards to gauge performance and drive improvements.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Sales and Revenue Management\\Revenue Management Systems"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 46 |
a8b4ff4b-c136-4480-ac01-f928d22f26d2 | Atlassian Workflow Toolbox | The company uses Atlassian Workflow Toolbox as an additional tool in their operations. | Digital Transformation | Workflow Automation | {
"probability": 0.85,
"spendcategory": "Digital Transformation\\Workflow Automation"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Atlassian Workflow Toolbox\n\nDescription: The company uses Atlassian Workflow Toolbox as an additional tool in their operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Digital Transformation\\\\Workflow Automation\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Atlassian Workflow Toolbox
Description: The company uses Atlassian Workflow Toolbox as an additional tool in their operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Digital Transformation\\Workflow Automation"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 29 |
0c908072-0ad4-4d0a-9428-83dd06e17751 | Roof Top Cooling Systems | The company uses roof top cooling systems for temperature control. | Office and Facility Management | Facility Management Services | {
"probability": 0.85,
"spendcategory": "Office and Facility Management\\Facility Management Services"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Roof Top Cooling Systems\n\nDescription: The company uses roof top cooling systems for temperature control.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Office and Facility Management\\\\Facility Management Services\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Roof Top Cooling Systems
Description: The company uses roof top cooling systems for temperature control.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Office and Facility Management\\Facility Management Services"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 62 |
72559cc3-2dd6-4804-9445-ae4d2f36cbf5 | BI Tools for Financial Forecasting | The finance department leverages BI tools to create accurate financial forecasts and budget reports. | Analytics and Business Intelligence | Business Intelligence (BI) Tools | {
"probability": 0.95,
"spendcategory": "Analytics and Business Intelligence\\Business Intelligence (BI) Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: BI Tools for Financial Forecasting\n\nDescription: The finance department leverages BI tools to create accurate financial forecasts and budget reports.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Analytics and Business Intelligence\\\\Business Intelligence (BI) Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: BI Tools for Financial Forecasting
Description: The finance department leverages BI tools to create accurate financial forecasts and budget reports.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Analytics and Business Intelligence\\Business Intelligence (BI) Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 0 |
df95d16e-fec6-42e9-becd-7d8f36452510 | Customer Experience Integration Suite | A suite of tools designed to integrate various aspects of customer experience management into a cohesive system. | Customer Experience (CX) | Experience Management Platforms | {
"probability": 0.85,
"spendcategory": "Customer Experience (CX)\\Experience Management Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Customer Experience Integration Suite\n\nDescription: A suite of tools designed to integrate various aspects of customer experience management into a cohesive system.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Customer Experience (CX)\\\\Experience Management Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Customer Experience Integration Suite
Description: A suite of tools designed to integrate various aspects of customer experience management into a cohesive system.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Customer Experience (CX)\\Experience Management Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 17 |
7eeb479f-ea4f-4570-9c91-c6bf6a7e3ce3 | IoT in Consumer Electronics | The company integrates IoT technology into consumer electronics to enhance connectivity and functionality for users. | Internet of Things (IoT) | Smart Home Technologies | {
"probability": 0.95,
"spendcategory": "Internet of Things (IoT)\\Smart Home Technologies"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: IoT in Consumer Electronics\n\nDescription: The company integrates IoT technology into consumer electronics to enhance connectivity and functionality for users.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Internet of Things (IoT)\\\\Smart Home Technologies\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: IoT in Consumer Electronics
Description: The company integrates IoT technology into consumer electronics to enhance connectivity and functionality for users.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Internet of Things (IoT)\\Smart Home Technologies"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 41 |
8ad35af5-07f0-4b3b-b4a8-d3848e069708 | Fermenters | The company uses fermenters in their operations. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.75,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Fermenters\n\nDescription: The company uses fermenters in their operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Fermenters
Description: The company uses fermenters in their operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
c551de8c-5125-422d-9b49-7cb6bee46acb | Game Consoles | The company repairs a wide range of electronic devices, including game consoles. | Vertical Industry Solutions | Retail Technology Solutions | {
"probability": 0.75,
"spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Game Consoles\n\nDescription: The company repairs a wide range of electronic devices, including game consoles.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Game Consoles
Description: The company repairs a wide range of electronic devices, including game consoles.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 59 |
272659ed-36a4-4d0c-929f-15df9b9f5401 | Money Forward | The company uses Money Forward for financial management and planning. | Enterprise Resource Planning (ERP) | Financial Management Systems | {
"probability": 0.95,
"spendcategory": "Enterprise Resource Planning (ERP)\\Financial Management Systems"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Money Forward\n\nDescription: The company uses Money Forward for financial management and planning.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Financial Management Systems\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Money Forward
Description: The company uses Money Forward for financial management and planning.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Enterprise Resource Planning (ERP)\\Financial Management Systems"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 30 |
156e5d10-f436-417e-91ba-dd349f3e9cc0 | Quarkus | The company uses Quarkus for building applications. | Application Development and Delivery | DevOps Tools | {
"probability": 0.85,
"spendcategory": "Application Development and Delivery\\DevOps Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Quarkus\n\nDescription: The company uses Quarkus for building applications.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Application Development and Delivery\\\\DevOps Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Quarkus
Description: The company uses Quarkus for building applications.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Application Development and Delivery\\DevOps Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 4 |
c3ea8c7c-79cc-4793-8beb-2422cf1eb710 | high content cell imaging | High content cell imaging is used for studying cell models. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.95,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: high content cell imaging\n\nDescription: High content cell imaging is used for studying cell models.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: high content cell imaging
Description: High content cell imaging is used for studying cell models.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
f95c555b-dd4e-4d02-9d3e-eeb25b775cdc | Automated Incident Response | The company has an automated system for detecting and responding to IT incidents, reducing downtime and maintaining operations. | Cybersecurity | Security Information and Event Management (SIEM) | {
"probability": 0.85,
"spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Automated Incident Response\n\nDescription: The company has an automated system for detecting and responding to IT incidents, reducing downtime and maintaining operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Automated Incident Response
Description: The company has an automated system for detecting and responding to IT incidents, reducing downtime and maintaining operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 20 |
3cc0cc82-81c4-468e-b352-e28dd37fb90b | IoT in Mining | The company develops IoT solutions for monitoring and optimizing mining operations. | Internet of Things (IoT) | Industrial IoT Solutions | {
"probability": 0.95,
"spendcategory": "Internet of Things (IoT)\\Industrial IoT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: IoT in Mining\n\nDescription: The company develops IoT solutions for monitoring and optimizing mining operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Internet of Things (IoT)\\\\Industrial IoT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: IoT in Mining
Description: The company develops IoT solutions for monitoring and optimizing mining operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Internet of Things (IoT)\\Industrial IoT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 40 |
11c258f8-8471-436d-8436-22d8de1f93da | Interactive Nutrition Workshops | Interactive nutrition workshops are held monthly to educate employees on healthy eating habits and nutritional balance. | Human Resource Management (HRM) | Learning Management Systems (LMS) | {
"probability": 0.75,
"spendcategory": "Human Resource Management (HRM)\\Learning Management Systems (LMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Interactive Nutrition Workshops\n\nDescription: Interactive nutrition workshops are held monthly to educate employees on healthy eating habits and nutritional balance.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Human Resource Management (HRM)\\\\Learning Management Systems (LMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Interactive Nutrition Workshops
Description: Interactive nutrition workshops are held monthly to educate employees on healthy eating habits and nutritional balance.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Human Resource Management (HRM)\\Learning Management Systems (LMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 35 |
7af3a1e7-7f3c-45b7-8e87-a0bb172628f7 | Repository Migration Assistant | Repository Migration Assistant aids in the seamless transfer of repositories between different version control systems or platforms. | Software Development | Version Control Systems | {
"probability": 0.95,
"spendcategory": "Software Development\\Version Control Systems"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Repository Migration Assistant\n\nDescription: Repository Migration Assistant aids in the seamless transfer of repositories between different version control systems or platforms.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Software Development\\\\Version Control Systems\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Repository Migration Assistant
Description: Repository Migration Assistant aids in the seamless transfer of repositories between different version control systems or platforms.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Software Development\\Version Control Systems"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 49 |
20828b09-7012-48a9-888a-207ffc8cb3b6 | Unified Communications Networks | Integrating various communication services into a single network infrastructure. | Unified Communications | Contact Center Software | {
"probability": 0.85,
"spendcategory": "Unified Communications\\Contact Center Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Unified Communications Networks\n\nDescription: Integrating various communication services into a single network infrastructure.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Unified Communications\\\\Contact Center Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Unified Communications Networks
Description: Integrating various communication services into a single network infrastructure.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Unified Communications\\Contact Center Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 56 |
5a3f79da-1ba9-4d6c-b830-fd2e7c82cf74 | Pension Contribution | The company's pension scheme requires personal contribution of 0.23 cents per km. | Human Resource Management (HRM) | Payroll Software | {
"probability": 0.95,
"spendcategory": "Human Resource Management (HRM)\\Payroll Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Pension Contribution\n\nDescription: The company's pension scheme requires personal contribution of 0.23 cents per km.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Human Resource Management (HRM)\\\\Payroll Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Pension Contribution
Description: The company's pension scheme requires personal contribution of 0.23 cents per km.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Human Resource Management (HRM)\\Payroll Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 34 |
44eed04b-36ce-4232-b204-fc5cc8e61876 | Event storming | The company uses event storming in their modern architecture techniques. | Application Development and Delivery | DevOps Tools | {
"probability": 0.85,
"spendcategory": "Application Development and Delivery\\DevOps Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Event storming\n\nDescription: The company uses event storming in their modern architecture techniques.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Application Development and Delivery\\\\DevOps Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Event storming
Description: The company uses event storming in their modern architecture techniques.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Application Development and Delivery\\DevOps Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 4 |
83fcbc2a-f248-47f5-ab83-6c43df3c0bae | Points of sale in France | The company operates more than 550 points of sale in France, providing food and beverage services. | Vertical Industry Solutions | Retail Technology Solutions | {
"probability": 0.85,
"spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Points of sale in France\n\nDescription: The company operates more than 550 points of sale in France, providing food and beverage services.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Points of sale in France
Description: The company operates more than 550 points of sale in France, providing food and beverage services.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 59 |
d86f15cd-52ed-4fa9-88a9-577d938f48a0 | SIEM for Enhanced Data Privacy | SIEM tools are utilized to monitor and protect sensitive data, enhancing privacy and compliance. | Cybersecurity | Security Information and Event Management (SIEM) | {
"probability": 0.98,
"spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: SIEM for Enhanced Data Privacy\n\nDescription: SIEM tools are utilized to monitor and protect sensitive data, enhancing privacy and compliance.",
"role": "user"
},
{
"content": "{\"probability\": 0.98, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: SIEM for Enhanced Data Privacy
Description: SIEM tools are utilized to monitor and protect sensitive data, enhancing privacy and compliance.<|im_end|>
<|im_start|>assistant
{"probability": 0.98, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 20 |
6b63bc4f-6a9d-4693-be69-d70bd57757ff | Photography for Identification | The company uses photography for identification purposes. | Cybersecurity | Identity and Access Management (IAM) | {
"probability": 0.85,
"spendcategory": "Cybersecurity\\Identity and Access Management (IAM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Photography for Identification\n\nDescription: The company uses photography for identification purposes.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Cybersecurity\\\\Identity and Access Management (IAM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Photography for Identification
Description: The company uses photography for identification purposes.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Cybersecurity\\Identity and Access Management (IAM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 19 |
b986db1b-0289-4d5d-b2d6-0d44eb9f41de | Build Own Operate (BOO) | The company is seeking an experienced Transaction Development Specialist to work as a senior transaction lead and advisor to the Third-Party Transaction Development Dept (TPT) within their New Business Development Admin Area (NBD). | Digital Transformation | Digital Strategy Consulting | {
"probability": 0.85,
"spendcategory": "Digital Transformation\\Digital Strategy Consulting"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Build Own Operate (BOO)\n\nDescription: The company is seeking an experienced Transaction Development Specialist to work as a senior transaction lead and advisor to the Third-Party Transaction Development Dept (TPT) within their New Business Development Admin Area (NBD).",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Digital Transformation\\\\Digital Strategy Consulting\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Build Own Operate (BOO)
Description: The company is seeking an experienced Transaction Development Specialist to work as a senior transaction lead and advisor to the Third-Party Transaction Development Dept (TPT) within their New Business Development Admin Area (NBD).<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Digital Transformation\\Digital Strategy Consulting"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 27 |
c79ea858-4806-43ec-b9b4-4d03a131afd4 | Sales Performance Visualization Tools | Tools within the SFA system to visualize individual and team performance against sales targets. | Sales and Revenue Management | Sales Force Automation (SFA) | {
"probability": 0.95,
"spendcategory": "Sales and Revenue Management\\Sales Force Automation (SFA)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Sales Performance Visualization Tools\n\nDescription: Tools within the SFA system to visualize individual and team performance against sales targets.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Sales and Revenue Management\\\\Sales Force Automation (SFA)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Sales Performance Visualization Tools
Description: Tools within the SFA system to visualize individual and team performance against sales targets.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Sales and Revenue Management\\Sales Force Automation (SFA)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 45 |
796996a5-6335-42ad-af12-e28e24ff5402 | Indexing Screen | The company uses Indexing Screen for managing vendor invoices. | Data Management and Integration | Data Integration Tools | {
"probability": 0.85,
"spendcategory": "Data Management and Integration\\Data Integration Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Indexing Screen\n\nDescription: The company uses Indexing Screen for managing vendor invoices.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Data Management and Integration\\\\Data Integration Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Indexing Screen
Description: The company uses Indexing Screen for managing vendor invoices.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Data Management and Integration\\Data Integration Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 21 |
7cc6e37a-9771-4cc9-8fdc-2ed28f76f23c | ISE/TSA | The company uses ISE/TSA as part of its hull software for engineering and design. | Software Development | Integrated Development Environments (IDEs) | {
"probability": 0.85,
"spendcategory": "Software Development\\Integrated Development Environments (IDEs)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: ISE/TSA\n\nDescription: The company uses ISE/TSA as part of its hull software for engineering and design.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Software Development\\\\Integrated Development Environments (IDEs)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: ISE/TSA
Description: The company uses ISE/TSA as part of its hull software for engineering and design.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Software Development\\Integrated Development Environments (IDEs)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 48 |
8963c1a2-a303-45d3-b7f9-62e21b0f16b3 | Plaquettes | The company uses plaquettes (business cards) as an tool for prospecting. | Marketing and Advertising | Content Management Systems (CMS) | {
"probability": 0.75,
"spendcategory": "Marketing and Advertising\\Content Management Systems (CMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Plaquettes\n\nDescription: The company uses plaquettes (business cards) as an tool for prospecting.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Marketing and Advertising\\\\Content Management Systems (CMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Plaquettes
Description: The company uses plaquettes (business cards) as an tool for prospecting.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Marketing and Advertising\\Content Management Systems (CMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 44 |
4c86e375-f4de-4c41-83cc-304627e3f184 | Bankspezifische IT-Tools | The company uses specific IT tools for banking operations. | Vertical Industry Solutions | Financial Services Software | {
"probability": 0.95,
"spendcategory": "Vertical Industry Solutions\\Financial Services Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Bankspezifische IT-Tools\n\nDescription: The company uses specific IT tools for banking operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Financial Services Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Bankspezifische IT-Tools
Description: The company uses specific IT tools for banking operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Vertical Industry Solutions\\Financial Services Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 58 |
9ebfd6ed-e86b-46da-85f6-596de8c85029 | CRM for Scheduling and Appointments | Using CRM to manage scheduling and appointments to improve time management and customer satisfaction. | Customer Experience (CX) | Customer Relationship Management (CRM) | {
"probability": 0.95,
"spendcategory": "Customer Experience (CX)\\Customer Relationship Management (CRM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: CRM for Scheduling and Appointments\n\nDescription: Using CRM to manage scheduling and appointments to improve time management and customer satisfaction.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Relationship Management (CRM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: CRM for Scheduling and Appointments
Description: Using CRM to manage scheduling and appointments to improve time management and customer satisfaction.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Customer Experience (CX)\\Customer Relationship Management (CRM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 15 |
cc76ca49-6585-4ef6-a6a6-064b0bd4fb2b | AMDEC | The company uses the AMDEC method for analyzing failure modes, their effects, and their criticality. | Analytics and Business Intelligence | Data Analytics Platforms | {
"probability": 0.85,
"spendcategory": "Analytics and Business Intelligence\\Data Analytics Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: AMDEC\n\nDescription: The company uses the AMDEC method for analyzing failure modes, their effects, and their criticality.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Analytics and Business Intelligence\\\\Data Analytics Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: AMDEC
Description: The company uses the AMDEC method for analyzing failure modes, their effects, and their criticality.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Analytics and Business Intelligence\\Data Analytics Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 1 |
cb4841d6-436c-4548-8e07-aaaf89182e2f | Transcatheter mitral valve repair (MitraClip) | The company performs Transcatheter mitral valve repair (MitraClip) procedures. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.95,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Transcatheter mitral valve repair (MitraClip)\n\nDescription: The company performs Transcatheter mitral valve repair (MitraClip) procedures.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Transcatheter mitral valve repair (MitraClip)
Description: The company performs Transcatheter mitral valve repair (MitraClip) procedures.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
d42f708e-a21f-4231-a5e6-8ba5b5446563 | Ermetic | A cloud identity security platform used in the integration of PAM products. | Cybersecurity | Identity and Access Management (IAM) | {
"probability": 0.95,
"spendcategory": "Cybersecurity\\Identity and Access Management (IAM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Ermetic\n\nDescription: A cloud identity security platform used in the integration of PAM products.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cybersecurity\\\\Identity and Access Management (IAM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Ermetic
Description: A cloud identity security platform used in the integration of PAM products.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cybersecurity\\Identity and Access Management (IAM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 19 |
ed14198c-2303-4ec5-ac47-d6c078c8b5e4 | Roofer Transportation (Roo), | The company uses Roofer Transportation (Roo) for the transportation of cargo. | Supply Chain and Logistics | Transportation Management Systems (TMS) | {
"probability": 0.95,
"spendcategory": "Supply Chain and Logistics\\Transportation Management Systems (TMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Roofer Transportation (Roo),\n\nDescription: The company uses Roofer Transportation (Roo) for the transportation of cargo.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Supply Chain and Logistics\\\\Transportation Management Systems (TMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Roofer Transportation (Roo),
Description: The company uses Roofer Transportation (Roo) for the transportation of cargo.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Supply Chain and Logistics\\Transportation Management Systems (TMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 52 |
fbe837cf-651c-4c50-ac13-546c8bd125ec | Chain Cooperation | The company uses chain cooperation in their operations, which involves working closely with contractors and other disciplines in area teams. | Supply Chain and Logistics | Procurement Software | {
"probability": 0.85,
"spendcategory": "Supply Chain and Logistics\\Procurement Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Chain Cooperation\n\nDescription: The company uses chain cooperation in their operations, which involves working closely with contractors and other disciplines in area teams.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Supply Chain and Logistics\\\\Procurement Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Chain Cooperation
Description: The company uses chain cooperation in their operations, which involves working closely with contractors and other disciplines in area teams.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Supply Chain and Logistics\\Procurement Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 53 |
67476ae8-2178-49b7-84ef-72c0cb4ddf3b | AppLocker | The company uses AppLocker as part of its security solutions for managing application execution. | Cybersecurity | Endpoint Security | {
"probability": 0.95,
"spendcategory": "Cybersecurity\\Endpoint Security"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: AppLocker\n\nDescription: The company uses AppLocker as part of its security solutions for managing application execution.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cybersecurity\\\\Endpoint Security\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: AppLocker
Description: The company uses AppLocker as part of its security solutions for managing application execution.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cybersecurity\\Endpoint Security"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 18 |
45fbac83-84be-41c5-b85b-c75efec2e4ee | VisualScript | VisualScript is a scripting tool that allows non-developers to create scripts through a graphical user interface. | Application Development and Delivery | Low-Code Development Platforms | {
"probability": 0.95,
"spendcategory": "Application Development and Delivery\\Low-Code Development Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: VisualScript\n\nDescription: VisualScript is a scripting tool that allows non-developers to create scripts through a graphical user interface.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Application Development and Delivery\\\\Low-Code Development Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: VisualScript
Description: VisualScript is a scripting tool that allows non-developers to create scripts through a graphical user interface.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Application Development and Delivery\\Low-Code Development Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 5 |
13754715-e523-410f-93e9-e4c4c8822805 | Automated Guided Vehicle Systems | The company has increased its fleet of automated guided vehicles to reduce reliance on human-operated forklifts and improve safety. | Supply Chain and Logistics | Warehouse Management Systems (WMS) | {
"probability": 0.85,
"spendcategory": "Supply Chain and Logistics\\Warehouse Management Systems (WMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Automated Guided Vehicle Systems\n\nDescription: The company has increased its fleet of automated guided vehicles to reduce reliance on human-operated forklifts and improve safety.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Supply Chain and Logistics\\\\Warehouse Management Systems (WMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Automated Guided Vehicle Systems
Description: The company has increased its fleet of automated guided vehicles to reduce reliance on human-operated forklifts and improve safety.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Supply Chain and Logistics\\Warehouse Management Systems (WMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 51 |
14d5ae05-366b-43d5-8bd7-90f87a327184 | MDM Data Mapping | Data mapping procedures have been refined to ensure accurate data flows between systems in the MDM landscape. | Data Management and Integration | Master Data Management (MDM) | {
"probability": 0.95,
"spendcategory": "Data Management and Integration\\Master Data Management (MDM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: MDM Data Mapping\n\nDescription: Data mapping procedures have been refined to ensure accurate data flows between systems in the MDM landscape.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Data Management and Integration\\\\Master Data Management (MDM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: MDM Data Mapping
Description: Data mapping procedures have been refined to ensure accurate data flows between systems in the MDM landscape.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Data Management and Integration\\Master Data Management (MDM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 23 |
2f4ecde6-8547-4605-8500-6cb5095a26ef | Voice-Activated Feedback System | A voice-activated system that allows customers to provide feedback effortlessly, enhancing the convenience and likelihood of feedback submission. | Customer Experience (CX) | Experience Management Platforms | {
"probability": 0.85,
"spendcategory": "Customer Experience (CX)\\Experience Management Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Voice-Activated Feedback System\n\nDescription: A voice-activated system that allows customers to provide feedback effortlessly, enhancing the convenience and likelihood of feedback submission.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Customer Experience (CX)\\\\Experience Management Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Voice-Activated Feedback System
Description: A voice-activated system that allows customers to provide feedback effortlessly, enhancing the convenience and likelihood of feedback submission.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Customer Experience (CX)\\Experience Management Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 17 |
bc2b22dc-6d29-4023-a3db-9bdfc8802b8d | PaaS for Big Data Analytics | The company employs Platform as a Service (PaaS) for handling complex big data analytics. | Cloud Computing and Infrastructure | Cloud Platform as a Service (PaaS) | {
"probability": 0.95,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: PaaS for Big Data Analytics\n\nDescription: The company employs Platform as a Service (PaaS) for handling complex big data analytics.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Platform as a Service (PaaS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: PaaS for Big Data Analytics
Description: The company employs Platform as a Service (PaaS) for handling complex big data analytics.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 10 |
0a50a691-23c7-4ab8-bde4-941b19ce0fc3 | ERP Solutions for Automated Financial Compliance | Automated tools within ERP systems help ensure financial compliance with local and international laws. | Enterprise Resource Planning (ERP) | Financial Management Systems | {
"probability": 0.95,
"spendcategory": "Enterprise Resource Planning (ERP)\\Financial Management Systems"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: ERP Solutions for Automated Financial Compliance\n\nDescription: Automated tools within ERP systems help ensure financial compliance with local and international laws.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Financial Management Systems\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: ERP Solutions for Automated Financial Compliance
Description: Automated tools within ERP systems help ensure financial compliance with local and international laws.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Enterprise Resource Planning (ERP)\\Financial Management Systems"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 30 |
e77aea46-f2d2-42bd-a5c1-4e1e333afeaf | Bath & Body Works | One of the main brands in the retail sector managed by the company. | Vertical Industry Solutions | Retail Technology Solutions | {
"probability": 0.95,
"spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Bath & Body Works\n\nDescription: One of the main brands in the retail sector managed by the company.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Retail Technology Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Bath & Body Works
Description: One of the main brands in the retail sector managed by the company.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Vertical Industry Solutions\\Retail Technology Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 59 |
49e5fb12-c9c7-4481-9b5d-34d706f742ed | Patching (Server) | The company is involved in server patching and ticket handling. | Information Technology Operations | IT Operations Management (ITOM) | {
"probability": 0.95,
"spendcategory": "Information Technology Operations\\IT Operations Management (ITOM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Patching (Server)\n\nDescription: The company is involved in server patching and ticket handling.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Information Technology Operations\\\\IT Operations Management (ITOM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Patching (Server)
Description: The company is involved in server patching and ticket handling.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Information Technology Operations\\IT Operations Management (ITOM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 36 |
173bef6a-4cdf-4a4e-919d-389aebfd2b8f | GMP-overarching Risk Management Review Process | The company uses a GMP-overarching Risk Management Review Process to monitor and manage risks related to GxP topics. | Cybersecurity | Security Information and Event Management (SIEM) | {
"probability": 0.75,
"spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: GMP-overarching Risk Management Review Process\n\nDescription: The company uses a GMP-overarching Risk Management Review Process to monitor and manage risks related to GxP topics.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: GMP-overarching Risk Management Review Process
Description: The company uses a GMP-overarching Risk Management Review Process to monitor and manage risks related to GxP topics.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 20 |
ae261ee1-234a-4602-a537-b8bc15371418 | Cloud API Efficiency | The company employs advanced algorithms to enhance the efficiency of Cloud APIs, ensuring faster data handling and reduced response times. | Cloud Computing and Infrastructure | Cloud Platform as a Service (PaaS) | {
"probability": 0.85,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Cloud API Efficiency\n\nDescription: The company employs advanced algorithms to enhance the efficiency of Cloud APIs, ensuring faster data handling and reduced response times.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Platform as a Service (PaaS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Cloud API Efficiency
Description: The company employs advanced algorithms to enhance the efficiency of Cloud APIs, ensuring faster data handling and reduced response times.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 10 |
0877b5d9-c1e5-4cee-8fa4-5f1656cb3b86 | STIG/SRGs | The company uses STIG/SRGs as security tools in their operations. | Cybersecurity | Security Information and Event Management (SIEM) | {
"probability": 0.85,
"spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: STIG/SRGs\n\nDescription: The company uses STIG/SRGs as security tools in their operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Cybersecurity\\\\Security Information and Event Management (SIEM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: STIG/SRGs
Description: The company uses STIG/SRGs as security tools in their operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Cybersecurity\\Security Information and Event Management (SIEM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 20 |
af511fc9-f177-4129-9caf-3dbeee936466 | TMS for Global Trade Management | The company uses TMS to manage global trade activities, ensuring compliance with international laws and facilitating smooth cross-border transactions. | Supply Chain and Logistics | Transportation Management Systems (TMS) | {
"probability": 0.95,
"spendcategory": "Supply Chain and Logistics\\Transportation Management Systems (TMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: TMS for Global Trade Management\n\nDescription: The company uses TMS to manage global trade activities, ensuring compliance with international laws and facilitating smooth cross-border transactions.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Supply Chain and Logistics\\\\Transportation Management Systems (TMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: TMS for Global Trade Management
Description: The company uses TMS to manage global trade activities, ensuring compliance with international laws and facilitating smooth cross-border transactions.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Supply Chain and Logistics\\Transportation Management Systems (TMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 52 |
9713c3a6-2f1f-4984-a0cf-be6ce6719564 | LMS for Interdepartmental Training | The LMS facilitates interdepartmental training to foster understanding and collaboration across different areas of the company. | Human Resource Management (HRM) | Learning Management Systems (LMS) | {
"probability": 0.98,
"spendcategory": "Human Resource Management (HRM)\\Learning Management Systems (LMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: LMS for Interdepartmental Training\n\nDescription: The LMS facilitates interdepartmental training to foster understanding and collaboration across different areas of the company.",
"role": "user"
},
{
"content": "{\"probability\": 0.98, \"spendcategory\": \"Human Resource Management (HRM)\\\\Learning Management Systems (LMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: LMS for Interdepartmental Training
Description: The LMS facilitates interdepartmental training to foster understanding and collaboration across different areas of the company.<|im_end|>
<|im_start|>assistant
{"probability": 0.98, "spendcategory": "Human Resource Management (HRM)\\Learning Management Systems (LMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 35 |
07d009fc-2b0d-4a96-bd74-0db98604b04a | Land-Mechatronik | The company uses land machinery electronics in their products and operations. | Internet of Things (IoT) | Industrial IoT Solutions | {
"probability": 0.85,
"spendcategory": "Internet of Things (IoT)\\Industrial IoT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Land-Mechatronik\n\nDescription: The company uses land machinery electronics in their products and operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Internet of Things (IoT)\\\\Industrial IoT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Land-Mechatronik
Description: The company uses land machinery electronics in their products and operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Internet of Things (IoT)\\Industrial IoT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 40 |
2f9ab0da-6d50-485a-af8b-167144424982 | Monitored Anesthesia Care | The company provides monitored anesthesia care for patients undergoing invasive diagnostic or surgical procedures. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.95,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Monitored Anesthesia Care\n\nDescription: The company provides monitored anesthesia care for patients undergoing invasive diagnostic or surgical procedures.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Monitored Anesthesia Care
Description: The company provides monitored anesthesia care for patients undergoing invasive diagnostic or surgical procedures.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
a88e671c-2ea3-45a4-bf03-d5e0e5aebecb | Bi-V PPM | The company uses Bi-V PPM for cardiac patients. | Vertical Industry Solutions | Healthcare IT Solutions | {
"probability": 0.95,
"spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Bi-V PPM\n\nDescription: The company uses Bi-V PPM for cardiac patients.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Vertical Industry Solutions\\\\Healthcare IT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Bi-V PPM
Description: The company uses Bi-V PPM for cardiac patients.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Vertical Industry Solutions\\Healthcare IT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 57 |
d80ac14b-5172-4f41-b02c-cc4773036c4a | CRM for Customer Segmentation | Utilizing CRM to perform advanced customer segmentation, enabling more targeted marketing strategies. | Customer Experience (CX) | Customer Relationship Management (CRM) | {
"probability": 0.95,
"spendcategory": "Customer Experience (CX)\\Customer Relationship Management (CRM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: CRM for Customer Segmentation\n\nDescription: Utilizing CRM to perform advanced customer segmentation, enabling more targeted marketing strategies.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Customer Experience (CX)\\\\Customer Relationship Management (CRM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: CRM for Customer Segmentation
Description: Utilizing CRM to perform advanced customer segmentation, enabling more targeted marketing strategies.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Customer Experience (CX)\\Customer Relationship Management (CRM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 15 |
764cdccf-389d-432b-ae91-ac01facafa91 | Health and Wellness Seminars | Regular seminars on health and wellness are conducted to educate employees on various health topics. | Human Resource Management (HRM) | Learning Management Systems (LMS) | {
"probability": 0.75,
"spendcategory": "Human Resource Management (HRM)\\Learning Management Systems (LMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Health and Wellness Seminars\n\nDescription: Regular seminars on health and wellness are conducted to educate employees on various health topics.",
"role": "user"
},
{
"content": "{\"probability\": 0.75, \"spendcategory\": \"Human Resource Management (HRM)\\\\Learning Management Systems (LMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Health and Wellness Seminars
Description: Regular seminars on health and wellness are conducted to educate employees on various health topics.<|im_end|>
<|im_start|>assistant
{"probability": 0.75, "spendcategory": "Human Resource Management (HRM)\\Learning Management Systems (LMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 35 |
2fb3d991-3375-4b3b-acca-76ffd7e167e5 | Hobbyist Electronics Marketplace | A platform for hobbyist electronics, offering components, kits, and tools for DIY electronics projects. | Digital Commerce | Digital Marketplaces | {
"probability": 0.95,
"spendcategory": "Digital Commerce\\Digital Marketplaces"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Hobbyist Electronics Marketplace\n\nDescription: A platform for hobbyist electronics, offering components, kits, and tools for DIY electronics projects.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Commerce\\\\Digital Marketplaces\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Hobbyist Electronics Marketplace
Description: A platform for hobbyist electronics, offering components, kits, and tools for DIY electronics projects.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Digital Commerce\\Digital Marketplaces"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 26 |
c202b4ba-4006-4c74-9366-0a568d6db3f9 | Wanda | The company uses Wanda as part of their software and programming tools to coordinate work and speed up processes. | Application Development and Delivery | DevOps Tools | {
"probability": 0.85,
"spendcategory": "Application Development and Delivery\\DevOps Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Wanda\n\nDescription: The company uses Wanda as part of their software and programming tools to coordinate work and speed up processes.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Application Development and Delivery\\\\DevOps Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Wanda
Description: The company uses Wanda as part of their software and programming tools to coordinate work and speed up processes.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Application Development and Delivery\\DevOps Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 4 |
a67fd9d6-c68d-4f2f-a8b5-1b9bad000623 | Home Office Budget | The company provides a home office budget of €500 to facilitate remote work. | Office and Facility Management | Office Amenities | {
"probability": 0.95,
"spendcategory": "Office and Facility Management\\Office Amenities"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Home Office Budget\n\nDescription: The company provides a home office budget of €500 to facilitate remote work.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Office and Facility Management\\\\Office Amenities\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Home Office Budget
Description: The company provides a home office budget of €500 to facilitate remote work.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Office and Facility Management\\Office Amenities"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 60 |
809c2dae-1253-49f8-ad40-60e11c437583 | Real-Time Cloud Storage Monitoring | The company implements real-time monitoring tools to oversee cloud storage performance and ensure system health. | Cloud Computing and Infrastructure | Cloud Storage Solutions | {
"probability": 0.95,
"spendcategory": "Cloud Computing and Infrastructure\\Cloud Storage Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Real-Time Cloud Storage Monitoring\n\nDescription: The company implements real-time monitoring tools to oversee cloud storage performance and ensure system health.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Cloud Computing and Infrastructure\\\\Cloud Storage Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Real-Time Cloud Storage Monitoring
Description: The company implements real-time monitoring tools to oversee cloud storage performance and ensure system health.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Cloud Computing and Infrastructure\\Cloud Storage Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 11 |
577becf8-fb34-4319-a048-9b86717cd294 | Good Sanitation Practices (GSP's) | The company follows Good Sanitation Practices (GSP's) when handling equipment. | Office and Facility Management | Facility Management Services | {
"probability": 0.95,
"spendcategory": "Office and Facility Management\\Facility Management Services"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Good Sanitation Practices (GSP's)\n\nDescription: The company follows Good Sanitation Practices (GSP's) when handling equipment.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Office and Facility Management\\\\Facility Management Services\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Good Sanitation Practices (GSP's)
Description: The company follows Good Sanitation Practices (GSP's) when handling equipment.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Office and Facility Management\\Facility Management Services"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 62 |
094d321b-7254-4e82-baf5-a7d77047ffa9 | Verpackungstestmethoden | The company uses packaging testing methods to ensure the quality of their packaging concepts. | Supply Chain and Logistics | Procurement Software | {
"probability": 0.85,
"spendcategory": "Supply Chain and Logistics\\Procurement Software"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Verpackungstestmethoden\n\nDescription: The company uses packaging testing methods to ensure the quality of their packaging concepts.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Supply Chain and Logistics\\\\Procurement Software\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Verpackungstestmethoden
Description: The company uses packaging testing methods to ensure the quality of their packaging concepts.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Supply Chain and Logistics\\Procurement Software"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 53 |
add5d884-d89e-42f2-ac17-99a04bc2670d | Voice Search Optimization | The company automates the optimization of content for voice search to capture the growing use of voice-activated devices. | Artificial Intelligence and Machine Learning | Natural Language Processing (NLP) | {
"probability": 0.85,
"spendcategory": "Artificial Intelligence and Machine Learning\\Natural Language Processing (NLP)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Voice Search Optimization\n\nDescription: The company automates the optimization of content for voice search to capture the growing use of voice-activated devices.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Artificial Intelligence and Machine Learning\\\\Natural Language Processing (NLP)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Voice Search Optimization
Description: The company automates the optimization of content for voice search to capture the growing use of voice-activated devices.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Artificial Intelligence and Machine Learning\\Natural Language Processing (NLP)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 8 |
877e8648-262b-4341-a87e-6f9459f77307 | Virtual LAN Configurations | Setting up virtual LAN configurations to segment network traffic and enhance security. | Information Technology Operations | Network Monitoring Tools | {
"probability": 0.85,
"spendcategory": "Information Technology Operations\\Network Monitoring Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Virtual LAN Configurations\n\nDescription: Setting up virtual LAN configurations to segment network traffic and enhance security.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Information Technology Operations\\\\Network Monitoring Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Virtual LAN Configurations
Description: Setting up virtual LAN configurations to segment network traffic and enhance security.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Information Technology Operations\\Network Monitoring Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 37 |
861599a6-1360-4978-afaf-3a17a09dfd6a | CADMATIC | The company uses CADMATIC in its operations. | Software Development | Integrated Development Environments (IDEs) | {
"probability": 0.85,
"spendcategory": "Software Development\\Integrated Development Environments (IDEs)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: CADMATIC\n\nDescription: The company uses CADMATIC in its operations.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Software Development\\\\Integrated Development Environments (IDEs)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: CADMATIC
Description: The company uses CADMATIC in its operations.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Software Development\\Integrated Development Environments (IDEs)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 48 |
a799f1d9-a740-4e2f-ac0e-688e885b7014 | Posture de Travail | The company uses Posture de Travail for the management of workstations. | Office and Facility Management | Facility Management Services | {
"probability": 0.85,
"spendcategory": "Office and Facility Management\\Facility Management Services"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Posture de Travail\n\nDescription: The company uses Posture de Travail for the management of workstations.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Office and Facility Management\\\\Facility Management Services\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Posture de Travail
Description: The company uses Posture de Travail for the management of workstations.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Office and Facility Management\\Facility Management Services"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 62 |
d75e1cad-f55c-4a63-bf58-c4f58807f076 | Hull Service Robot (HSR) | The company uses Hull Service Robot (HSR) for operations in marine environments. | Internet of Things (IoT) | Industrial IoT Solutions | {
"probability": 0.85,
"spendcategory": "Internet of Things (IoT)\\Industrial IoT Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Hull Service Robot (HSR)\n\nDescription: The company uses Hull Service Robot (HSR) for operations in marine environments.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Internet of Things (IoT)\\\\Industrial IoT Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Hull Service Robot (HSR)
Description: The company uses Hull Service Robot (HSR) for operations in marine environments.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Internet of Things (IoT)\\Industrial IoT Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 40 |
4d098894-4b10-48c1-bdc6-d92c4c048f5a | Cars24 Platform | The company uses its proprietary platform to facilitate the buying and selling of cars. | Digital Commerce | Digital Marketplaces | {
"probability": 0.95,
"spendcategory": "Digital Commerce\\Digital Marketplaces"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Cars24 Platform\n\nDescription: The company uses its proprietary platform to facilitate the buying and selling of cars.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Commerce\\\\Digital Marketplaces\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Cars24 Platform
Description: The company uses its proprietary platform to facilitate the buying and selling of cars.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Digital Commerce\\Digital Marketplaces"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 26 |
f4585521-51d1-4622-bb8a-b255f55103af | NoSQL Data Handling with CouchDB | CouchDB is used for NoSQL data handling to support flexible data structures and scalable web applications. | Data Management and Integration | Database Management Systems (DBMS) | {
"probability": 0.95,
"spendcategory": "Data Management and Integration\\Database Management Systems (DBMS)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: NoSQL Data Handling with CouchDB\n\nDescription: CouchDB is used for NoSQL data handling to support flexible data structures and scalable web applications.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Data Management and Integration\\\\Database Management Systems (DBMS)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: NoSQL Data Handling with CouchDB
Description: CouchDB is used for NoSQL data handling to support flexible data structures and scalable web applications.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Data Management and Integration\\Database Management Systems (DBMS)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 22 |
ad453026-9927-4d0a-90ff-251300cec373 | ML-Driven Dynamic Pricing Models | Machine learning operations support the development and deployment of dynamic pricing algorithms for e-commerce platforms. | Artificial Intelligence and Machine Learning | Machine Learning Operations (MLOps) | {
"probability": 0.85,
"spendcategory": "Artificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: ML-Driven Dynamic Pricing Models\n\nDescription: Machine learning operations support the development and deployment of dynamic pricing algorithms for e-commerce platforms.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Artificial Intelligence and Machine Learning\\\\Machine Learning Operations (MLOps)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: ML-Driven Dynamic Pricing Models
Description: Machine learning operations support the development and deployment of dynamic pricing algorithms for e-commerce platforms.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Artificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 7 |
f720329e-bed8-48b5-8887-e72e3a119e1f | CodeBranch Manager | CodeBranch Manager is an essential tool for managing multiple branches within our repositories, facilitating concurrent development. | Software Development | Version Control Systems | {
"probability": 0.95,
"spendcategory": "Software Development\\Version Control Systems"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: CodeBranch Manager\n\nDescription: CodeBranch Manager is an essential tool for managing multiple branches within our repositories, facilitating concurrent development.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Software Development\\\\Version Control Systems\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: CodeBranch Manager
Description: CodeBranch Manager is an essential tool for managing multiple branches within our repositories, facilitating concurrent development.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Software Development\\Version Control Systems"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 49 |
7ee60af7-f141-4872-b3fc-9651a7b5b829 | E-commerce Platform for Local Food Producers | The company supports local food producers by providing an e-commerce platform that connects them directly with consumers. | Digital Commerce | E-Commerce Platforms | {
"probability": 0.95,
"spendcategory": "Digital Commerce\\E-Commerce Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: E-commerce Platform for Local Food Producers\n\nDescription: The company supports local food producers by providing an e-commerce platform that connects them directly with consumers.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Digital Commerce\\\\E-Commerce Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: E-commerce Platform for Local Food Producers
Description: The company supports local food producers by providing an e-commerce platform that connects them directly with consumers.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Digital Commerce\\E-Commerce Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 24 |
e1b43e50-f352-4b25-be08-1dd3e2e575ef | SAP GUS-OS | The company uses SAP GUS-OS for supply chain management. | Enterprise Resource Planning (ERP) | Supply Chain Management (SCM) | {
"probability": 0.95,
"spendcategory": "Enterprise Resource Planning (ERP)\\Supply Chain Management (SCM)"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: SAP GUS-OS\n\nDescription: The company uses SAP GUS-OS for supply chain management.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Enterprise Resource Planning (ERP)\\\\Supply Chain Management (SCM)\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: SAP GUS-OS
Description: The company uses SAP GUS-OS for supply chain management.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Enterprise Resource Planning (ERP)\\Supply Chain Management (SCM)"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 32 |
9ad9a81c-3257-485c-9457-00667fbd2727 | Nielsen | The company uses Nielsen as one of the data sets for their business analytics. | Analytics and Business Intelligence | Data Analytics Platforms | {
"probability": 0.85,
"spendcategory": "Analytics and Business Intelligence\\Data Analytics Platforms"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Nielsen\n\nDescription: The company uses Nielsen as one of the data sets for their business analytics.",
"role": "user"
},
{
"content": "{\"probability\": 0.85, \"spendcategory\": \"Analytics and Business Intelligence\\\\Data Analytics Platforms\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Nielsen
Description: The company uses Nielsen as one of the data sets for their business analytics.<|im_end|>
<|im_start|>assistant
{"probability": 0.85, "spendcategory": "Analytics and Business Intelligence\\Data Analytics Platforms"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 1 |
064b53c9-15b3-46c0-92f7-5a47e168fff8 | Market Trend Analysis | BI tools are used for analyzing market trends to guide strategic business decisions. | Analytics and Business Intelligence | Business Intelligence (BI) Tools | {
"probability": 0.95,
"spendcategory": "Analytics and Business Intelligence\\Business Intelligence (BI) Tools"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Market Trend Analysis\n\nDescription: BI tools are used for analyzing market trends to guide strategic business decisions.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Analytics and Business Intelligence\\\\Business Intelligence (BI) Tools\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Market Trend Analysis
Description: BI tools are used for analyzing market trends to guide strategic business decisions.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Analytics and Business Intelligence\\Business Intelligence (BI) Tools"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 0 |
5319e45c-b27d-47cc-ba0e-5ef93cb4564b | Passerelle SBC | The company uses Passerelle SBC, a technology for multimedia communications. | Unified Communications | VoIP Solutions | {
"probability": 0.95,
"spendcategory": "Unified Communications\\VoIP Solutions"
} | [
{
"content": "From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.\n Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:\n\n class Classification(BaseModel):\n \"\"\"\n spendcategory (str) # selected spend category that holds better the subject-description pair\n probability (float.2f) # estimated probability\n \"\"\"\n\n You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.\n Now the list of Spend Categories :\n Analytics and Business Intelligence\\Business Intelligence (BI) Tools\nAnalytics and Business Intelligence\\Data Analytics Platforms\nAnalytics and Business Intelligence\\Data Visualization\nApplication Development and Delivery\\Application Performance Management (APM)\nApplication Development and Delivery\\DevOps Tools\nApplication Development and Delivery\\Low-Code Development Platforms\nArtificial Intelligence and Machine Learning\\AI Development Platforms\nArtificial Intelligence and Machine Learning\\Machine Learning Operations (MLOps)\nArtificial Intelligence and Machine Learning\\Natural Language Processing (NLP)\nCloud Computing and Infrastructure\\Cloud Infrastructure as a Service (IaaS)\nCloud Computing and Infrastructure\\Cloud Platform as a Service (PaaS)\nCloud Computing and Infrastructure\\Cloud Storage Solutions\nCollaboration and Productivity\\Team Collaboration Tools\nCollaboration and Productivity\\Project Management Software\nCollaboration and Productivity\\Document Management Systems\nCustomer Experience (CX)\\Customer Relationship Management (CRM)\nCustomer Experience (CX)\\Customer Service Platforms\nCustomer Experience (CX)\\Experience Management Platforms\nCybersecurity\\Endpoint Security\nCybersecurity\\Identity and Access Management (IAM)\nCybersecurity\\Security Information and Event Management (SIEM)\nData Management and Integration\\Data Integration Tools\nData Management and Integration\\Database Management Systems (DBMS)\nData Management and Integration\\Master Data Management (MDM)\nDigital Commerce\\E-Commerce Platforms\nDigital Commerce\\Payment Gateways\nDigital Commerce\\Digital Marketplaces\nDigital Transformation\\Digital Strategy Consulting\nDigital Transformation\\IT Service Management (ITSM)\nDigital Transformation\\Workflow Automation\nEnterprise Resource Planning (ERP)\\Financial Management Systems\nEnterprise Resource Planning (ERP)\\Human Capital Management (HCM)\nEnterprise Resource Planning (ERP)\\Supply Chain Management (SCM)\nHuman Resource Management (HRM)\\Talent Management Systems\nHuman Resource Management (HRM)\\Payroll Software\nHuman Resource Management (HRM)\\Learning Management Systems (LMS)\nInformation Technology Operations\\IT Operations Management (ITOM)\nInformation Technology Operations\\Network Monitoring Tools\nInformation Technology Operations\\IT Asset Management\nInternet of Things (IoT)\\IoT Platforms\nInternet of Things (IoT)\\Industrial IoT Solutions\nInternet of Things (IoT)\\Smart Home Technologies\nMarketing and Advertising\\Marketing Automation\nMarketing and Advertising\\Advertising Technology (AdTech)\nMarketing and Advertising\\Content Management Systems (CMS)\nSales and Revenue Management\\Sales Force Automation (SFA)\nSales and Revenue Management\\Revenue Management Systems\nSales and Revenue Management\\Configure, Price, Quote (CPQ) Software\nSoftware Development\\Integrated Development Environments (IDEs)\nSoftware Development\\Version Control Systems\nSoftware Development\\Software Testing Tools\nSupply Chain and Logistics\\Warehouse Management Systems (WMS)\nSupply Chain and Logistics\\Transportation Management Systems (TMS)\nSupply Chain and Logistics\\Procurement Software\nUnified Communications\\VoIP Solutions\nUnified Communications\\Video Conferencing Tools\nUnified Communications\\Contact Center Software\nVertical Industry Solutions\\Healthcare IT Solutions\nVertical Industry Solutions\\Financial Services Software\nVertical Industry Solutions\\Retail Technology Solutions\nOffice and Facility Management\\Office Amenities\nOffice and Facility Management\\Pantry / Snack Solutions\nOffice and Facility Management\\Facility Management Services\n ",
"role": "system"
},
{
"content": "Subject: Passerelle SBC\n\nDescription: The company uses Passerelle SBC, a technology for multimedia communications.",
"role": "user"
},
{
"content": "{\"probability\": 0.95, \"spendcategory\": \"Unified Communications\\\\VoIP Solutions\"}",
"role": "assistant"
}
] | <|im_start|>system
From now on, your role is to act as a helpful assistant with the task of classifying subject-description pairs within a list of Spend categories for companies segmantation.
Your feedback should be provided in the form of a Pydantic class named Classification. Your response should be JSON format:
class Classification(BaseModel):
"""
spendcategory (str) # selected spend category that holds better the subject-description pair
probability (float.2f) # estimated probability
"""
You should classify the pairs accurately and provide the necessary feedback within this Pydantic class structure JSON format properly and I'll give you 100 H100 GPUs to start your AI company.
Now the list of Spend Categories :
Analytics and Business Intelligence\Business Intelligence (BI) Tools
Analytics and Business Intelligence\Data Analytics Platforms
Analytics and Business Intelligence\Data Visualization
Application Development and Delivery\Application Performance Management (APM)
Application Development and Delivery\DevOps Tools
Application Development and Delivery\Low-Code Development Platforms
Artificial Intelligence and Machine Learning\AI Development Platforms
Artificial Intelligence and Machine Learning\Machine Learning Operations (MLOps)
Artificial Intelligence and Machine Learning\Natural Language Processing (NLP)
Cloud Computing and Infrastructure\Cloud Infrastructure as a Service (IaaS)
Cloud Computing and Infrastructure\Cloud Platform as a Service (PaaS)
Cloud Computing and Infrastructure\Cloud Storage Solutions
Collaboration and Productivity\Team Collaboration Tools
Collaboration and Productivity\Project Management Software
Collaboration and Productivity\Document Management Systems
Customer Experience (CX)\Customer Relationship Management (CRM)
Customer Experience (CX)\Customer Service Platforms
Customer Experience (CX)\Experience Management Platforms
Cybersecurity\Endpoint Security
Cybersecurity\Identity and Access Management (IAM)
Cybersecurity\Security Information and Event Management (SIEM)
Data Management and Integration\Data Integration Tools
Data Management and Integration\Database Management Systems (DBMS)
Data Management and Integration\Master Data Management (MDM)
Digital Commerce\E-Commerce Platforms
Digital Commerce\Payment Gateways
Digital Commerce\Digital Marketplaces
Digital Transformation\Digital Strategy Consulting
Digital Transformation\IT Service Management (ITSM)
Digital Transformation\Workflow Automation
Enterprise Resource Planning (ERP)\Financial Management Systems
Enterprise Resource Planning (ERP)\Human Capital Management (HCM)
Enterprise Resource Planning (ERP)\Supply Chain Management (SCM)
Human Resource Management (HRM)\Talent Management Systems
Human Resource Management (HRM)\Payroll Software
Human Resource Management (HRM)\Learning Management Systems (LMS)
Information Technology Operations\IT Operations Management (ITOM)
Information Technology Operations\Network Monitoring Tools
Information Technology Operations\IT Asset Management
Internet of Things (IoT)\IoT Platforms
Internet of Things (IoT)\Industrial IoT Solutions
Internet of Things (IoT)\Smart Home Technologies
Marketing and Advertising\Marketing Automation
Marketing and Advertising\Advertising Technology (AdTech)
Marketing and Advertising\Content Management Systems (CMS)
Sales and Revenue Management\Sales Force Automation (SFA)
Sales and Revenue Management\Revenue Management Systems
Sales and Revenue Management\Configure, Price, Quote (CPQ) Software
Software Development\Integrated Development Environments (IDEs)
Software Development\Version Control Systems
Software Development\Software Testing Tools
Supply Chain and Logistics\Warehouse Management Systems (WMS)
Supply Chain and Logistics\Transportation Management Systems (TMS)
Supply Chain and Logistics\Procurement Software
Unified Communications\VoIP Solutions
Unified Communications\Video Conferencing Tools
Unified Communications\Contact Center Software
Vertical Industry Solutions\Healthcare IT Solutions
Vertical Industry Solutions\Financial Services Software
Vertical Industry Solutions\Retail Technology Solutions
Office and Facility Management\Office Amenities
Office and Facility Management\Pantry / Snack Solutions
Office and Facility Management\Facility Management Services
<|im_end|>
<|im_start|>user
Subject: Passerelle SBC
Description: The company uses Passerelle SBC, a technology for multimedia communications.<|im_end|>
<|im_start|>assistant
{"probability": 0.95, "spendcategory": "Unified Communications\\VoIP Solutions"}<|im_end|>
| [
-0.16260528564453125,
-0.2660628855228424,
-0.16062292456626892,
-0.14056353271007538,
-0.48696503043174744,
-0.3842586874961853,
0.1130770668387413,
0.055284466594457626,
0.16814126074314117,
0.19376763701438904,
0.09336169809103012,
0.26547014713287354,
0.30829286575317383,
-0.02564460225403309,
-0.13909491896629333,
-0.3798902630805969,
-0.075853131711483,
-0.23103708028793335,
-0.5746161937713623,
-0.26382821798324585,
0.19146773219108582,
0.003284325823187828,
-0.6005524396896362,
-0.031382735818624496,
-0.392554372549057,
0.24703919887542725,
-0.16356682777404785,
-0.01790972799062729,
0.5692621469497681,
0.3832733929157257,
0.0022813163232058287,
-0.222768172621727,
0.14328952133655548,
-0.2548930048942566,
0.21294859051704407,
-0.49608510732650757,
0.4064292907714844,
-0.27990439534187317,
-0.09694619476795197,
-0.29679977893829346,
-0.041019611060619354,
-0.18275949358940125,
0.14584049582481384,
-0.46120259165763855,
-1.0570600032806396,
-0.06687010824680328,
0.123281329870224,
-0.22710606455802917,
-0.20130088925361633,
-0.6010702252388,
0.21629297733306885,
0.22266925871372223,
0.20470982789993286,
0.11436958611011505,
-0.3673824667930603,
-0.12893684208393097,
0.1575852334499359,
0.007539940066635609,
-0.33348557353019714,
0.08190247416496277,
0.37627336382865906,
0.2929246723651886,
-0.07092638313770294,
-0.7703269720077515,
0.5044196248054504,
-0.10575461387634277,
-0.05269652605056763,
0.15433558821678162,
-0.10426688939332962,
-0.024051163345575333,
-0.44659265875816345,
-0.12687242031097412,
0.10868494212627411,
-0.23897796869277954,
-0.45602551102638245,
0.3567717671394348,
-0.1805700957775116,
-0.3988037407398224,
0.24254965782165527,
0.17981785535812378,
-0.0009561029728502035,
0.5569976568222046,
-0.02732696384191513,
0.4117962718009949,
-0.3701879382133484,
-0.05863486975431442,
0.2038872241973877,
0.18673129379749298,
-0.17759107053279877,
-0.23272192478179932,
-0.2082112729549408,
0.2821144163608551,
-0.01466929167509079,
0.48914164304733276,
0.10196554660797119,
0.35731998085975647,
-0.051844075322151184,
0.03382129222154617,
-0.0000655811745673418,
0.28393739461898804,
0.2531496286392212,
0.5249656438827515,
-0.22737112641334534,
0.24633672833442688,
-0.4166836142539978,
-0.028360646218061447,
0.20215216279029846,
-0.16007202863693237,
0.04042572155594826,
0.001357154455035925,
0.41976094245910645,
0.30417299270629883,
0.2120107114315033,
-0.5996712446212769,
-0.23098470270633698,
0.44949278235435486,
0.2680623531341553,
0.08324599266052246,
-0.5123225450515747,
0.25279879570007324,
0.08142389357089996,
-0.041523829102516174,
0.1181090846657753,
-0.38539668917655945,
-0.046568676829338074,
-0.2577378749847412,
0.3444477319717407,
0.1736014485359192,
-0.21341261267662048,
-0.17860476672649384,
-0.3493078052997589,
-0.3649807274341583,
0.12200378626585007,
0.37276697158813477,
0.14626526832580566,
0.23702311515808105,
0.15881310403347015,
0.3138991892337799,
0.1866321712732315,
-0.3064414858818054,
0.21469688415527344,
0.35250818729400635,
0.18511980772018433,
0.8422219157218933,
-0.20456621050834656,
0.05061788111925125,
-0.5289108157157898,
-0.09894102811813354,
-0.5379889011383057,
-0.061742037534713745,
-0.1167031079530716,
0.03265838697552681,
0.4139419198036194,
0.20842863619327545,
-0.18768158555030823,
-0.3014776110649109,
0.46764761209487915,
-0.13724392652511597,
-0.12965485453605652,
-0.2406029850244522,
0.032953351736068726,
0.04630672186613083,
-0.09508565068244934,
0.3515675663948059,
-0.3764638304710388,
0.1564483493566513,
-0.02178923413157463,
0.13182061910629272,
0.04339083656668663,
-0.4465915858745575,
0.1559590995311737,
-0.2080521583557129,
-0.28505900502204895,
0.020642749965190887,
-0.025447390973567963,
0.1827767938375473,
0.25404971837997437,
-0.027368195354938507,
0.315043181180954,
0.3158870339393616,
-0.16771234571933746,
-0.22766584157943726,
0.16413435339927673,
0.8698357343673706,
0.42059463262557983,
-0.08642774820327759,
0.3723508417606354,
0.04146679490804672,
-0.16666319966316223,
-0.15001751482486725,
0.1958847939968109,
0.3943452835083008,
-0.04701204225420952,
0.41169875860214233,
-0.15348118543624878,
0.01635110378265381,
-0.5591001510620117,
-0.08013829588890076,
-0.0453302264213562,
-0.2645716667175293,
-0.18106609582901,
0.5085586905479431,
-0.40057647228240967,
0.23666784167289734,
-0.0021094772964715958,
-0.30315524339675903,
-0.03358587995171547,
0.143150195479393,
-0.605719804763794,
0.11590766161680222,
0.13900619745254517,
0.07254227995872498,
-0.24897751212120056,
-0.5867757797241211,
0.09956832230091095,
-0.18297505378723145,
-0.411586195230484,
0.3414228558540344,
0.14398321509361267,
0.23634065687656403,
-0.16838422417640686,
-0.1489487588405609,
0.08150861412286758,
0.40037891268730164,
0.16639798879623413,
-0.30103936791419983,
-0.11046500504016876,
0.4488961100578308,
-0.05849360302090645,
-0.13150638341903687,
0.25537341833114624,
-0.08496089279651642,
0.24657797813415527,
0.5074138641357422,
0.2788149118423462,
0.166098952293396,
0.6166374087333679,
0.17151983082294464,
0.1754489243030548,
0.10355933010578156,
0.4193478226661682,
-0.3173174262046814,
0.27249348163604736,
0.059650931507349014,
-0.002999768126755953,
0.051158905029296875,
0.15677300095558167,
-0.12881997227668762,
-0.03377274051308632,
0.24570636451244354,
-0.6003686189651489,
0.4142584800720215,
0.06642531603574753,
0.1396787464618683,
-0.7676581144332886,
0.1524987667798996,
0.47363150119781494,
0.4950757622718811,
-0.2984868288040161,
-0.36070847511291504,
0.04311922565102577,
0.06499466300010681,
-0.09284733235836029,
0.21008014678955078,
0.018039973452687263,
0.2731514573097229,
0.14967945218086243,
0.39151260256767273,
-0.19176042079925537,
-0.47082892060279846,
-0.6598958969116211,
0.01811104081571102,
-0.24494428932666779,
0.15256932377815247,
-0.33405134081840515,
-0.4462645351886749,
0.21423405408859253,
-0.2371017187833786,
0.2928006649017334,
-0.005832260474562645,
0.29253944754600525,
0.16262668371200562,
-0.24251556396484375,
-0.007171805948019028,
0.19603322446346283,
-0.01551143079996109,
-0.3316948413848877,
0.03494260460138321,
-0.38180866837501526,
0.5066858530044556,
-0.24249762296676636,
-0.22386512160301208,
0.206223264336586,
-0.30347561836242676,
-0.09666971862316132,
-0.26146119832992554,
-0.1423160284757614,
-0.2052396684885025,
-0.30443328619003296,
-0.5218866467475891,
-0.5524193048477173,
-0.17222748696804047,
0.05466868728399277,
-0.2322547435760498,
-0.012337137013673782,
0.42633581161499023,
0.22600026428699493,
-0.059382446110248566,
0.19097022712230682,
0.11228305101394653,
-0.2997736930847168,
0.26565808057785034,
0.25326085090637207,
-0.25977200269699097,
-0.5510436296463013,
0.3703952729701996,
0.32707133889198303,
0.29451242089271545,
0.23160788416862488,
-0.5416449308395386,
-0.10339534282684326,
-0.16048258543014526,
0.013578125275671482,
0.23638886213302612,
-0.06193283945322037,
0.29562103748321533,
0.15114149451255798,
-0.7764894366264343,
-0.0523395910859108,
-0.08884868025779724,
0.05212283134460449,
-0.31019827723503113,
-0.5901098251342773,
-0.08677561581134796,
0.38600385189056396,
0.20990699529647827,
-0.3067031502723694,
-0.2471727430820465,
0.1254538595676422,
0.29666224122047424,
0.516160249710083,
-0.14794456958770752,
0.17480675876140594,
-0.0691792443394661,
-0.15727026760578156,
0.2900446355342865,
0.37108319997787476,
-0.06999564170837402,
-0.5566164255142212,
-0.34793251752853394,
-0.09694201499223709,
-0.18288230895996094,
0.30343976616859436,
-0.03933132812380791,
0.43539565801620483,
0.7280522584915161,
-0.0907660573720932,
-0.03318404033780098,
-0.0003716724459081888,
0.16200198233127594,
-0.11807386577129364,
0.08219555020332336,
-0.08426155149936676,
-0.06941258907318115,
-0.20102353394031525,
-0.4077340364456177,
-0.025551071390509605,
0.5952611565589905,
-0.034040890634059906,
-0.34795936942100525,
0.28013432025909424,
-0.24368217587471008,
-0.34262582659721375,
0.47590911388397217,
0.05416557192802429,
-0.27528318762779236,
0.3631470799446106,
0.16220256686210632,
0.6056530475616455,
-0.13847121596336365,
0.23420962691307068,
-0.016991909593343735,
0.29076868295669556,
-0.3442566990852356,
-0.1967644840478897,
0.16020777821540833,
-0.0802469253540039,
0.5782653093338013,
-0.21378323435783386,
-0.07617973536252975,
0.17673245072364807,
0.18435806035995483,
0.12846016883850098,
0.12627066671848297,
-0.35495853424072266,
-0.4890258312225342,
0.3487783372402191,
0.44848936796188354,
0.26170459389686584,
-0.20406168699264526,
0.1492689847946167,
0.17997214198112488,
0.3638812303543091,
0.19405776262283325,
-0.16811653971672058,
0.3633614778518677,
-0.012769939377903938,
0.07919018715620041,
0.05365070700645447,
-0.0927443876862526,
-0.06524935364723206,
-0.008441796526312828,
-0.061977434903383255,
0.22190552949905396,
-0.07650144398212433,
-0.06776846945285797,
-0.31423842906951904,
-0.2547983229160309,
-0.003563010599464178,
0.371767520904541,
-0.09599514305591583,
-0.3004191219806671,
-0.3426610827445984,
0.29304298758506775,
0.23799794912338257,
-0.2620081901550293,
-0.20743072032928467,
0.37296628952026367,
0.04414506256580353,
0.2644087076187134,
-0.48237287998199463,
-0.2600874900817871,
-0.026862576603889465,
-0.3549017906188965,
-0.3054557740688324,
-0.02561606839299202,
0.10811325907707214,
-0.13348698616027832,
0.2121666669845581,
-0.1398697793483734,
-0.0058385394513607025,
0.10896973311901093,
0.06790199875831604,
-0.052755191922187805,
-0.3255349397659302,
0.07567013800144196,
0.4372146725654602,
0.18109017610549927,
-0.229887455701828,
-0.12555842101573944,
0.21946847438812256,
-0.19542887806892395,
0.34849870204925537,
-0.3974807858467102,
-0.023640841245651245,
0.008131565526127815,
-0.04774735867977142,
0.29316094517707825,
0.07939648628234863,
-0.06521743535995483,
-0.13160136342048645,
-0.06658461689949036,
0.2587161958217621,
-0.177924245595932,
-0.030461743474006653,
-0.056583818048238754,
0.31423044204711914,
-0.1473139524459839,
0.194065123796463,
0.05072622373700142,
-0.4550948739051819,
-0.29511111974716187,
-0.12012265622615814,
-0.09316860139369965,
-0.22006098926067352,
-0.3821163475513458,
-0.2081868052482605,
0.14308452606201172,
-0.5606507658958435,
-0.1036064475774765,
-0.2265835702419281,
0.38879138231277466,
0.038025569170713425,
0.00013769674114882946,
-0.3964500427246094,
-0.5268852710723877,
-0.01945069059729576,
0.3628079891204834,
-0.6646509766578674,
0.01045206654816866,
-0.35571053624153137,
-0.2326565831899643,
0.13941270112991333,
0.13477987051010132,
0.02530144900083542,
-0.28106778860092163,
-0.6372362971305847,
-0.3666332960128784,
0.3122897148132324,
-0.32487839460372925,
0.8023912906646729,
-0.030247993767261505,
-0.5033484697341919,
0.4072694778442383,
-0.2359585165977478,
-0.2571582496166229,
-0.13129664957523346,
-0.2861291170120239,
0.11736101657152176,
0.21912544965744019,
-0.08081638813018799,
-0.05948946997523308,
-0.21198546886444092,
0.09936654567718506,
-0.04469934105873108,
-0.019371721893548965,
0.16257745027542114,
0.11925457417964935,
-0.5841658711433411,
0.49857649207115173,
0.22272522747516632,
-0.2963182330131531,
-0.5396053194999695,
0.2862427830696106,
-0.016084782779216766,
0.25195807218551636,
0.045561060309410095,
-0.029734477400779724,
-0.09957284480333328,
-0.4774234890937805,
0.08272761851549149,
-0.10482747107744217,
0.13015776872634888,
-0.1202179342508316,
-0.3501560091972351,
0.3242289423942566,
0.028896179050207138,
0.331249475479126,
0.008801788091659546,
0.09452912211418152,
-0.20689153671264648,
0.21629899740219116,
-0.6581118106842041,
-0.2529606521129608,
-0.36489415168762207,
-0.00883306935429573,
-0.25966209173202515,
0.2541651725769043,
-0.0189240463078022,
-0.1333685964345932,
0.11682309955358505,
0.1116020679473877,
0.6676058769226074,
0.07573705166578293,
-0.7399995923042297,
-0.20705311000347137,
-0.1874101608991623,
0.4448583722114563,
-0.07554177939891815,
0.08810123801231384,
-0.3156633973121643,
0.22608286142349243,
-0.07690999656915665,
-0.10022040456533432,
-0.16441506147384644,
-0.2356134057044983,
-0.18870726227760315,
-0.013236524537205696,
0.7173323631286621,
-0.40101826190948486,
0.034511223435401917,
-0.034331515431404114,
0.4092200994491577,
0.26643574237823486,
0.13555482029914856,
-0.4331885576248169,
-0.12568436563014984,
-0.6780794858932495,
-0.49765825271606445,
0.024205774068832397,
0.14865681529045105,
0.17556697130203247,
0.1834336370229721,
0.08173279464244843,
0.1568630039691925,
-0.3715081810951233,
0.38864779472351074,
0.5860897302627563,
0.21815134584903717,
0.27319979667663574,
-0.45279303193092346,
0.1774439513683319,
-0.14764948189258575,
-0.30346331000328064,
-0.051641080528497696,
-0.11791832000017166,
-0.2063952386379242,
-0.2854984998703003,
-0.5086269378662109,
-0.40776440501213074,
0.05574873089790344,
0.006555731408298016,
0.6841043829917908,
-0.03999372944235802,
0.135600745677948,
-0.3724762797355652,
-0.2964988946914673,
-0.35786566138267517,
0.322843074798584,
-0.3800680637359619,
0.04500631242990494,
0.22533369064331055,
0.1475124955177307,
-0.14847250282764435,
-0.0185187179595232,
-0.01278970018029213,
-0.04233603551983833,
-0.3666720986366272,
0.2724660634994507,
0.134455144405365,
-0.3068166971206665,
0.1302214413881302,
0.6766795516014099,
-0.48194897174835205,
-0.30237841606140137,
0.023470589891076088,
0.04752989858388901,
-0.19792672991752625,
0.015749379992485046,
-0.2076835036277771,
0.018339041620492935,
0.17976638674736023,
0.11149807274341583,
-0.08606953918933868,
-0.12869061529636383,
0.30204588174819946,
-0.3760228157043457,
0.02374349534511566,
-0.4365276098251343,
0.24731610715389252,
0.41999974846839905,
-0.2935881018638611,
0.031234106048941612,
-0.14509907364845276,
-0.2833467125892639,
0.03855802118778229,
0.059797029942274094,
0.7111316919326782,
0.2532365620136261,
-0.04905957356095314,
0.1640273630619049,
0.06989902257919312,
-0.0039022821001708508,
-0.1577008068561554,
-0.032669588923454285,
0.08327846229076385,
-0.4430731236934662,
-0.2784477472305298,
-0.25673383474349976,
0.5941194891929626,
0.16822364926338196,
0.1330624669790268,
-0.31300273537635803,
0.10121499747037888,
0.27855992317199707,
0.3469960689544678,
0.06614721566438675,
-0.6449647545814514,
0.15149708092212677,
-0.3408186435699463,
0.09921587258577347,
-0.07751795649528503,
0.30051425099372864,
0.22075995802879333,
-0.06836674362421036,
-0.18922123312950134,
-0.4898914694786072,
-0.3703038692474365,
0.1635032296180725,
-0.517449676990509,
0.05217660963535309,
0.006605166010558605,
0.1814112514257431,
-0.06415784358978271,
-0.3204875588417053,
-0.400501549243927,
-0.13472746312618256,
-0.09623222798109055,
0.035650260746479034,
-0.2975439429283142,
-0.5121949315071106,
-0.04281067103147507,
-0.11370676010847092,
-0.1262160986661911,
-0.09436415135860443,
-0.14450079202651978,
-0.3626350164413452,
-0.14523160457611084,
-0.12573812901973724,
-0.298159122467041,
0.12168776988983154,
0.3278048634529114,
-0.04515022784471512,
0.23534555733203888,
0.2110477089881897,
0.22661368548870087,
-0.5297631025314331,
0.23638595640659332,
0.07799971103668213,
-0.17990422248840332,
-0.3385406732559204,
-0.062107522040605545,
-0.017623256891965866,
0.187980517745018,
-0.061239201575517654,
-0.13341665267944336,
-0.3040541708469391,
-0.0776008665561676,
0.018592802807688713,
0.31740882992744446,
0.5958852767944336,
-0.02163926139473915,
0.18696752190589905,
0.23129664361476898,
0.333785742521286,
0.22088496387004852,
0.1264050006866455,
-0.039790719747543335,
-0.009444942697882652,
0.029159851372241974,
-0.401530921459198,
0.5129174590110779,
0.5752959251403809,
-0.22571922838687897,
0.03137115389108658,
0.10454019904136658,
-0.2352733314037323,
-0.2628871202468872,
-0.25535520911216736,
0.2000005543231964,
0.357474684715271,
0.26475268602371216,
-0.2842407524585724,
-0.008443228900432587,
-0.20385445654392242,
-0.22745148837566376,
0.48756295442581177,
-0.5369918346405029,
-0.6366159915924072,
0.5459627509117126,
-0.4085167646408081,
0.05155953764915466,
-0.06770319491624832,
-0.06742356717586517,
-0.5142654180526733,
-0.030264174565672874,
-0.05667981132864952,
0.22609813511371613,
0.42625150084495544,
0.23646792769432068,
0.12285294383764267,
-0.26730144023895264,
-0.3754412531852722,
0.02474961429834366,
0.22687223553657532,
-0.16694344580173492,
-0.1679837703704834,
0.44141247868537903,
0.3467850387096405,
-0.2831011414527893,
0.06870993226766586,
0.16819164156913757,
-0.295665979385376,
0.15770211815834045,
0.11595192551612854,
-0.17567496001720428,
0.4634925425052643,
0.07810405641794205,
0.15108171105384827,
-0.12478484213352203,
0.3650675117969513,
-0.3230942189693451,
0.4401918649673462,
0.7796732783317566,
-0.4429766833782196,
-0.32568496465682983,
0.2989409863948822,
-0.06925268471240997,
-0.3959729075431824,
0.25318506360054016,
0.2623988389968872,
0.4475250840187073,
-0.17302964627742767,
-0.4933045506477356,
0.2721948027610779,
-0.046559710055589676,
0.2425748109817505,
0.5310709476470947,
0.00037050480023026466,
0.0886828675866127,
-0.03842773661017418,
-0.11177346855401993,
-0.5871636867523193,
0.8244791626930237,
0.5255708694458008,
0.020162953063845634,
0.08346957713365555,
-0.21805794537067413,
-0.46933120489120483,
0.01951664872467518,
-0.005576249212026596,
0.0201774463057518,
-0.5912524461746216,
-0.24838945269584656,
-0.46650442481040955,
-0.11430257558822632,
0.12313596159219742,
-0.13439853489398956,
-0.4920958876609802,
-0.14837929606437683,
-0.1557721197605133,
0.5776443481445312,
0.2837528586387634,
0.17230448126792908,
0.02880365028977394,
0.8469282388687134,
0.14078550040721893,
0.4991035461425781,
-0.09701083600521088,
0.27441179752349854,
0.07878807187080383,
0.012233286164700985,
-0.3967492878437042,
0.43264466524124146,
0.005307387560606003,
0.02138608694076538,
-0.7290662527084351,
-0.07786603271961212,
0.3318968415260315,
-0.05794833227992058,
-0.2690405249595642,
-0.131788969039917,
-0.10399016737937927,
-0.24282842874526978,
-0.3902280926704407,
0.21182560920715332,
-0.1917569786310196,
0.2743544578552246,
0.20371562242507935,
-0.2589419484138489,
-0.22171783447265625,
0.5686643719673157,
0.02744869701564312,
0.3684544265270233,
0.40630483627319336,
0.24515818059444427,
0.09232395887374878,
0.31961706280708313,
0.6664118766784668,
-0.40870988368988037,
-0.01709182932972908,
-0.1507798731327057,
-0.0632069855928421,
0.11339947581291199,
-0.14032772183418274,
-0.06097003072500229,
-0.38808703422546387,
0.23602473735809326,
-0.018414517864584923,
0.023449065163731575,
0.3039737045764923,
-0.12268519401550293,
-0.4059234857559204,
0.08428582549095154,
0.2631169557571411,
-0.3094314932823181,
0.022609589621424675,
0.35784751176834106,
0.24894708395004272,
0.14346373081207275,
0.10772436857223511,
0.1735672503709793,
-0.21724264323711395,
0.6074657440185547,
-0.6782384514808655,
0.10487359762191772,
0.17418280243873596,
-0.17159511148929596,
-0.1627146601676941,
-0.28544774651527405,
0.07590294629335403,
0.08078431338071823,
-0.07301199436187744,
-0.2520062029361725,
0.08489717543125153,
-0.20631848275661469,
0.16055354475975037,
0.1740507334470749,
-0.151807963848114,
-0.4071764349937439,
0.25359952449798584,
0.7344463467597961,
-0.33643871545791626,
0.4802296757698059,
0.3244779706001282,
0.0694417953491211,
0.09261821955442429,
-0.4283307194709778,
-0.023887526243925095,
-0.1952541321516037,
0.22766515612602234,
0.05480221286416054,
0.37996968626976013,
-0.10745838284492493,
-0.7041871547698975,
0.05428742617368698,
0.6676589250564575,
0.3998522162437439,
0.3280079960823059,
-0.1523970365524292,
-0.062296897172927856,
-0.6681147813796997,
-0.10151701420545578,
-0.44376271963119507,
0.03221142664551735,
-0.40659427642822266,
0.33125826716423035,
0.16016636788845062,
-0.18809011578559875,
4.330650806427002,
0.38094621896743774,
0.07235467433929443,
0.5283752083778381,
0.10284660756587982,
0.41301459074020386,
-0.13704636693000793,
-0.1038733720779419,
0.24887001514434814,
-0.24714794754981995,
0.04639849066734314,
0.09262862801551819,
0.1223236694931984,
-0.2847837805747986,
0.11848926544189453,
0.3979879915714264,
-0.6508391499519348,
-0.09746208786964417,
-0.14563706517219543,
-0.45353204011917114,
-0.8460020422935486,
0.23696644604206085,
-0.3903184235095978,
0.2464664876461029,
0.19810855388641357,
-0.20940281450748444,
0.5451468229293823,
-0.22596633434295654,
-0.08129125833511353,
-0.2680507302284241,
-0.23886609077453613,
-0.2973148226737976,
0.05762895941734314,
-0.43698850274086,
0.02972777932882309,
0.1254366785287857,
0.1131916344165802,
-0.464447557926178,
-0.011117835529148579,
-0.06653673946857452,
-0.02393243834376335,
-0.09902776777744293,
-0.05742643028497696,
-0.19046878814697266,
-0.08805941045284271,
0.4579930901527405,
-0.41454750299453735,
0.14353793859481812,
0.18328703939914703,
-0.33304139971733093,
0.5147780776023865,
-0.5489168167114258,
0.1760101169347763,
-0.7279272079467773,
-0.4991302192211151,
-0.47194337844848633,
-0.09433355927467346,
-0.17598304152488708,
-0.28348541259765625,
-0.05748235434293747,
0.01078047975897789,
-0.041774049401283264,
-0.19976221024990082,
0.2648502588272095,
-0.40186625719070435,
0.37483036518096924,
0.5034207105636597,
0.1714160442352295,
-0.2273530662059784,
0.10301031917333603,
0.17416483163833618,
0.4791455566883087,
-0.08690621703863144,
-0.16301269829273224,
0.06966596841812134,
0.056309618055820465,
0.10943790525197983,
0.3480280935764313,
0.46094757318496704,
0.01114697102457285,
-0.17645025253295898,
-0.05472104251384735,
-0.5966507792472839,
-0.06886866688728333,
0.10002665221691132,
0.39976704120635986,
-0.4404352307319641,
0.29867440462112427,
-0.03241218626499176,
0.20690014958381653,
0.22381772100925446,
0.07499462366104126,
-0.2072048783302307,
-0.016661230474710464,
0.060561150312423706
] | 54 |