;

app.py

@@ -1,8 +1,6 @@
 import json
 import pickle
 import streamlit as st
-# from haystack.document_stores import FAISSDocumentStore
-from haystack.document_stores import InMemoryDocumentStore
 from transformers import DPRContextEncoder, DPRContextEncoderTokenizer
 from haystack.nodes import DensePassageRetriever
 from haystack.nodes import FARMReader

environment.yml

@@ -0,0 +1,207 @@
+name: faiss9
+channels:
+  - defaults
+dependencies:
+  - ca-certificates=2024.3.11=haa95532_0
+  - openssl=3.0.13=h2bbff1b_2
+  - pip=24.0=py39haa95532_0
+  - python=3.9.19=h1aa4202_1
+  - setuptools=69.5.1=py39haa95532_0
+  - sqlite=3.45.3=h2bbff1b_0
+  - vc=14.2=h2eaa2aa_1
+  - vs2015_runtime=14.29.30133=h43f2093_3
+  - wheel=0.43.0=py39haa95532_0
+  - pip:
+      - accelerate==0.30.1
+      - alembic==1.13.1
+      - altair==5.3.0
+      - aniso8601==9.0.1
+      - anyio==4.4.0
+      - appdirs==1.4.4
+      - attrs==23.2.0
+      - authlib==1.3.0
+      - azure-ai-formrecognizer==3.3.3
+      - azure-common==1.1.28
+      - azure-core==1.30.1
+      - backoff==2.2.1
+      - beautifulsoup4==4.12.3
+      - bidict==0.23.1
+      - blinker==1.8.2
+      - boilerpy3==1.0.7
+      - boto3==1.34.117
+      - botocore==1.34.117
+      - breeze-connect==1.0.55
+      - cachetools==5.3.3
+      - cattrs==23.2.3
+      - certifi==2024.2.2
+      - cffi==1.16.0
+      - charset-normalizer==3.3.2
+      - click==8.1.7
+      - cloudpickle==3.0.0
+      - colorama==0.4.6
+      - contourpy==1.2.1
+      - cryptography==42.0.7
+      - cycler==0.12.1
+      - deprecated==1.2.14
+      - distro==1.9.0
+      - dnspython==2.6.1
+      - docker==7.1.0
+      - docopt==0.6.2
+      - elastic-transport==7.16.0
+      - elasticsearch==7.17.9
+      - entrypoints==0.4
+      - events==0.5
+      - exceptiongroup==1.2.1
+      - faiss-cpu==1.7.2
+      - farm-haystack==1.25.5
+      - filelock==3.14.0
+      - flask==3.0.3
+      - fonttools==4.53.0
+      - fsspec==2024.5.0
+      - gitdb==4.0.11
+      - gitpython==3.1.43
+      - graphene==3.3
+      - graphql-core==3.2.3
+      - graphql-relay==3.2.0
+      - greenlet==3.0.3
+      - h11==0.14.0
+      - haystack-bm25==1.0.2
+      - httpcore==1.0.5
+      - httpx==0.27.0
+      - huggingface-hub==0.23.2
+      - idna==3.7
+      - importlib-metadata==7.1.0
+      - importlib-resources==6.4.0
+      - inflect==7.2.1
+      - intel-openmp==2021.4.0
+      - isodate==0.6.1
+      - itsdangerous==2.2.0
+      - jarowinkler==1.2.3
+      - jinja2==3.1.4
+      - jmespath==1.0.1
+      - joblib==1.4.2
+      - jsonschema==4.22.0
+      - jsonschema-specifications==2023.12.1
+      - kiwisolver==1.4.5
+      - langdetect==1.0.9
+      - lazy-imports==0.3.1
+      - llvmlite==0.42.0
+      - loguru==0.7.2
+      - lxml==5.2.2
+      - mako==1.3.5
+      - markdown==3.6
+      - markdown-it-py==3.0.0
+      - markupsafe==2.1.5
+      - matplotlib==3.9.0
+      - mdurl==0.1.2
+      - mkl==2021.4.0
+      - mlflow==2.13.1
+      - monotonic==1.6
+      - more-itertools==10.2.0
+      - mpmath==1.3.0
+      - msrest==0.7.1
+      - networkx==3.2.1
+      - nltk==3.8.1
+      - num2words==0.5.13
+      - numba==0.59.1
+      - numpy==1.26.4
+      - oauthlib==3.2.2
+      - openai==1.30.5
+      - openai-whisper==20231117
+      - opensearch-py==2.6.0
+      - opentelemetry-api==1.25.0
+      - opentelemetry-sdk==1.25.0
+      - opentelemetry-semantic-conventions==0.46b0
+      - outcome==1.3.0.post0
+      - packaging==24.0
+      - pandas==2.2.2
+      - pdf2image==1.17.0
+      - pillow==10.3.0
+      - pinecone-client==2.2.4
+      - platformdirs==4.2.2
+      - posthog==3.5.0
+      - prompthub-py==4.0.0
+      - protobuf==4.25.3
+      - psutil==5.9.8
+      - pyarrow==15.0.2
+      - pycparser==2.22
+      - pydantic==1.10.15
+      - pydeck==0.9.1
+      - pygments==2.18.0
+      - pymongo==4.7.2
+      - pymupdf==1.24.5
+      - pymupdfb==1.24.3
+      - pyparsing==3.1.2
+      - pysocks==1.7.1
+      - pytesseract==0.3.10
+      - python-dateutil==2.9.0.post0
+      - python-docx==1.1.2
+      - python-engineio==4.9.1
+      - python-frontmatter==1.1.0
+      - python-magic-bin==0.4.14
+      - python-pptx==0.6.23
+      - python-socketio==5.11.2
+      - pytz==2024.1
+      - pywin32==306
+      - pyyaml==6.0.1
+      - quantulum3==0.9.1
+      - querystring-parser==1.2.4
+      - rank-bm25==0.2.2
+      - rapidfuzz==2.7.0
+      - referencing==0.35.1
+      - regex==2024.5.15
+      - requests==2.32.3
+      - requests-cache==0.9.8
+      - requests-oauthlib==2.0.0
+      - rich==13.7.1
+      - rpds-py==0.18.1
+      - s3transfer==0.10.1
+      - safetensors==0.4.3
+      - scikit-learn==1.5.0
+      - scipy==1.13.1
+      - selenium==4.21.0
+      - sentence-transformers==3.0.0
+      - sentencepiece==0.2.0
+      - seqeval==1.2.2
+      - simple-websocket==1.0.0
+      - six==1.16.0
+      - smmap==5.0.1
+      - sniffio==1.3.1
+      - sortedcontainers==2.4.0
+      - soupsieve==2.5
+      - sqlalchemy==1.4.52
+      - sqlalchemy-utils==0.41.2
+      - sqlparse==0.5.0
+      - sseclient-py==1.8.0
+      - streamlit==1.35.0
+      - sympy==1.12.1
+      - tbb==2021.12.0
+      - tenacity==8.3.0
+      - threadpoolctl==3.5.0
+      - tika==2.6.0
+      - tiktoken==0.7.0
+      - tokenizers==0.15.2
+      - toml==0.10.2
+      - toolz==0.12.1
+      - torch==2.3.0
+      - tornado==6.4
+      - tqdm==4.66.4
+      - transformers==4.39.3
+      - trio==0.25.1
+      - trio-websocket==0.11.1
+      - typeguard==4.3.0
+      - typing-extensions==4.12.0
+      - tzdata==2024.1
+      - url-normalize==1.4.3
+      - urllib3==1.26.18
+      - validators==0.28.3
+      - waitress==3.0.0
+      - watchdog==4.0.1
+      - weaviate-client==3.26.2
+      - websocket-client==1.8.0
+      - werkzeug==3.0.3
+      - win32-setctime==1.1.0
+      - wrapt==1.16.0
+      - wsproto==1.2.0
+      - xlsxwriter==3.2.0
+      - zipp==3.19.0

requirements.txt

@@ -1,5 +1,4 @@
-farm-haystack 
+haystack-ai
 transformers
 streamlit
-farm-haystack[inference]
 sentence-transformers