alvinhenrick commited on
Commit
3cb5693
1 Parent(s): 9055c47

gradio upport

Browse files
Files changed (3) hide show
  1. app.py +52 -0
  2. poetry.lock +743 -1
  3. pyproject.toml +1 -0
app.py ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from medirag.cache.local import SemanticCaching
3
+ from medirag.index.local import DailyMedIndexer
4
+ from medirag.rag.qa import RAG, DailyMedRetrieve
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+ import dspy
6
+ from pathlib import Path
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+
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+ # Load environment variables and set up the components
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+ from dotenv import load_dotenv
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+
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+ load_dotenv()
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+
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+ # Initialize the components
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+ data_dir = Path(".//tests/data")
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+ index_path = data_dir.joinpath("daily_med_indexed")
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+ indexer = DailyMedIndexer(persist_dir=index_path)
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+ indexer.load_index()
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+ rm = DailyMedRetrieve(daily_med_indexer=indexer)
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+
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+ turbo = dspy.OpenAI(model='gpt-3.5-turbo')
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+ dspy.settings.configure(lm=turbo, rm=rm)
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+
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+ rag = RAG(k=3)
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+ sm = SemanticCaching(model_name='all-mpnet-base-v2', dimension=768,
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+ json_file='rag_test_cache.json', rag=rag)
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+ sm.load_cache()
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+
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+
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+ def ask_med_question(query):
30
+ response = sm.ask(query)
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+ return response
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+
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+
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+ # Set up the Gradio interface
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+ with gr.Blocks() as app:
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+ gr.Row([
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+ gr.Markdown("# Medical RAG Question Answering")
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+ ])
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+ gr.Row([
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+ gr.Markdown("## Ask any question about medication usage and get answers based on DailyMed data.")
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+ ])
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+ with gr.Row():
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+ input_text = gr.Textbox(lines=2, placeholder="Enter your question about a drug...")
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+ with gr.Row():
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+ button = gr.Button("Submit")
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+ with gr.Row():
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+ output_text = gr.Textbox(interactive=False, label="Response", show_label=False,
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+ lines=10)
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+
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+ button.click(fn=ask_med_question, inputs=input_text, outputs=output_text)
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+
52
+ app.launch()
poetry.lock CHANGED
@@ -31,6 +31,17 @@ test-prod = ["parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "py
31
  test-trackers = ["comet-ml", "dvclive", "tensorboard", "wandb"]
32
  testing = ["bitsandbytes", "datasets", "diffusers", "evaluate", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
33
 
 
 
 
 
 
 
 
 
 
 
 
34
  [[package]]
35
  name = "aiohappyeyeballs"
36
  version = "2.3.5"
@@ -430,6 +441,69 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
430
  [package.extras]
431
  development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
432
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
433
  [[package]]
434
  name = "coverage"
435
  version = "7.6.1"
@@ -517,6 +591,21 @@ tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.1
517
  [package.extras]
518
  toml = ["tomli"]
519
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
520
  [[package]]
521
  name = "dataclasses-json"
522
  version = "0.6.7"
@@ -734,6 +823,37 @@ files = [
734
  numpy = ">=1.0,<2.0"
735
  packaging = "*"
736
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
737
  [[package]]
738
  name = "filelock"
739
  version = "3.15.4"
@@ -750,6 +870,71 @@ docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1
750
  testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "virtualenv (>=20.26.2)"]
751
  typing = ["typing-extensions (>=4.8)"]
752
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
753
  [[package]]
754
  name = "frozenlist"
755
  version = "1.4.1"
@@ -878,6 +1063,68 @@ test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,
878
  test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
879
  tqdm = ["tqdm"]
880
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
881
  [[package]]
882
  name = "greenlet"
883
  version = "3.0.3"
@@ -1066,6 +1313,21 @@ files = [
1066
  {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
1067
  ]
1068
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1069
  [[package]]
1070
  name = "iniconfig"
1071
  version = "2.0.0"
@@ -1200,6 +1462,119 @@ files = [
1200
  {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
1201
  ]
1202
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1203
  [[package]]
1204
  name = "langchain"
1205
  version = "0.2.14"
@@ -1772,6 +2147,30 @@ babel = ["Babel"]
1772
  lingua = ["lingua"]
1773
  testing = ["pytest"]
1774
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1775
  [[package]]
1776
  name = "markupsafe"
1777
  version = "2.1.5"
@@ -1860,6 +2259,80 @@ dev = ["marshmallow[tests]", "pre-commit (>=3.5,<4.0)", "tox"]
1860
  docs = ["alabaster (==0.7.16)", "autodocsumm (==0.2.12)", "sphinx (==7.3.7)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
1861
  tests = ["pytest", "pytz", "simplejson"]
1862
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1863
  [[package]]
1864
  name = "minijinja"
1865
  version = "2.0.1"
@@ -2879,6 +3352,45 @@ files = [
2879
  [package.dependencies]
2880
  typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
2881
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2882
  [[package]]
2883
  name = "pypdf"
2884
  version = "4.3.1"
@@ -2985,6 +3497,20 @@ files = [
2985
  [package.extras]
2986
  cli = ["click (>=5.0)"]
2987
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2988
  [[package]]
2989
  name = "pytz"
2990
  version = "2024.1"
@@ -3167,6 +3693,51 @@ urllib3 = ">=1.21.1,<3"
3167
  socks = ["PySocks (>=1.5.6,!=1.5.7)"]
3168
  use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
3169
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3170
  [[package]]
3171
  name = "safetensors"
3172
  version = "0.4.4"
@@ -3386,6 +3957,21 @@ dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodest
3386
  doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.13.1)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
3387
  test = ["Cython", "array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
3388
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3389
  [[package]]
3390
  name = "sentence-transformers"
3391
  version = "3.0.1"
@@ -3411,6 +3997,17 @@ transformers = ">=4.34.0,<5.0.0"
3411
  dev = ["accelerate (>=0.20.3)", "datasets", "pre-commit", "pytest", "ruff (>=0.3.0)"]
3412
  train = ["accelerate (>=0.20.3)", "datasets"]
3413
 
 
 
 
 
 
 
 
 
 
 
 
3414
  [[package]]
3415
  name = "six"
3416
  version = "1.16.0"
@@ -3531,6 +4128,23 @@ postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
3531
  pymysql = ["pymysql"]
3532
  sqlcipher = ["sqlcipher3_binary"]
3533
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3534
  [[package]]
3535
  name = "striprtf"
3536
  version = "0.0.26"
@@ -3782,6 +4396,17 @@ files = [
3782
  {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
3783
  ]
3784
 
 
 
 
 
 
 
 
 
 
 
 
3785
  [[package]]
3786
  name = "torch"
3787
  version = "2.4.0"
@@ -3950,6 +4575,23 @@ build = ["cmake (>=3.20)", "lit"]
3950
  tests = ["autopep8", "flake8", "isort", "llnl-hatchet", "numpy", "pytest", "scipy (>=1.7.1)"]
3951
  tutorials = ["matplotlib", "pandas", "tabulate"]
3952
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3953
  [[package]]
3954
  name = "types-requests"
3955
  version = "2.32.0.20240712"
@@ -4105,6 +4747,25 @@ h2 = ["h2 (>=4,<5)"]
4105
  socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
4106
  zstd = ["zstandard (>=0.18.0)"]
4107
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4108
  [[package]]
4109
  name = "virtualenv"
4110
  version = "20.26.3"
@@ -4125,6 +4786,87 @@ platformdirs = ">=3.9.1,<5"
4125
  docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
4126
  test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
4127
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4128
  [[package]]
4129
  name = "wrapt"
4130
  version = "1.16.0"
@@ -4427,4 +5169,4 @@ multidict = ">=4.0"
4427
  [metadata]
4428
  lock-version = "2.0"
4429
  python-versions = "^3.10"
4430
- content-hash = "bb4243cfbeb077fc33dda2d6eae63c4a45c7916e7b79917e69f80fc8ce8898b9"
 
31
  test-trackers = ["comet-ml", "dvclive", "tensorboard", "wandb"]
32
  testing = ["bitsandbytes", "datasets", "diffusers", "evaluate", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
33
 
34
+ [[package]]
35
+ name = "aiofiles"
36
+ version = "23.2.1"
37
+ description = "File support for asyncio."
38
+ optional = false
39
+ python-versions = ">=3.7"
40
+ files = [
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43
+ ]
44
+
45
  [[package]]
46
  name = "aiohappyeyeballs"
47
  version = "2.3.5"
 
441
  [package.extras]
442
  development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
443
 
444
+ [[package]]
445
+ name = "contourpy"
446
+ version = "1.2.1"
447
+ description = "Python library for calculating contours of 2D quadrilateral grids"
448
+ optional = false
449
+ python-versions = ">=3.9"
450
+ files = [
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495
+ ]
496
+
497
+ [package.dependencies]
498
+ numpy = ">=1.20"
499
+
500
+ [package.extras]
501
+ bokeh = ["bokeh", "selenium"]
502
+ docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
503
+ mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.8.0)", "types-Pillow"]
504
+ test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
505
+ test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
506
+
507
  [[package]]
508
  name = "coverage"
509
  version = "7.6.1"
 
591
  [package.extras]
592
  toml = ["tomli"]
593
 
594
+ [[package]]
595
+ name = "cycler"
596
+ version = "0.12.1"
597
+ description = "Composable style cycles"
598
+ optional = false
599
+ python-versions = ">=3.8"
600
+ files = [
601
+ {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
602
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603
+ ]
604
+
605
+ [package.extras]
606
+ docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
607
+ tests = ["pytest", "pytest-cov", "pytest-xdist"]
608
+
609
  [[package]]
610
  name = "dataclasses-json"
611
  version = "0.6.7"
 
823
  numpy = ">=1.0,<2.0"
824
  packaging = "*"
825
 
826
+ [[package]]
827
+ name = "fastapi"
828
+ version = "0.112.1"
829
+ description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
830
+ optional = false
831
+ python-versions = ">=3.8"
832
+ files = [
833
+ {file = "fastapi-0.112.1-py3-none-any.whl", hash = "sha256:bcbd45817fc2a1cd5da09af66815b84ec0d3d634eb173d1ab468ae3103e183e4"},
834
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835
+ ]
836
+
837
+ [package.dependencies]
838
+ pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
839
+ starlette = ">=0.37.2,<0.39.0"
840
+ typing-extensions = ">=4.8.0"
841
+
842
+ [package.extras]
843
+ all = ["email_validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
844
+ standard = ["email_validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=2.11.2)", "python-multipart (>=0.0.7)", "uvicorn[standard] (>=0.12.0)"]
845
+
846
+ [[package]]
847
+ name = "ffmpy"
848
+ version = "0.4.0"
849
+ description = "A simple Python wrapper for FFmpeg"
850
+ optional = false
851
+ python-versions = "<4.0.0,>=3.8.1"
852
+ files = [
853
+ {file = "ffmpy-0.4.0-py3-none-any.whl", hash = "sha256:39c0f20c5b465e7f8d29a5191f3a7d7675a8c546d9d985de8921151cd9b59e14"},
854
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855
+ ]
856
+
857
  [[package]]
858
  name = "filelock"
859
  version = "3.15.4"
 
870
  testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "virtualenv (>=20.26.2)"]
871
  typing = ["typing-extensions (>=4.8)"]
872
 
873
+ [[package]]
874
+ name = "fonttools"
875
+ version = "4.53.1"
876
+ description = "Tools to manipulate font files"
877
+ optional = false
878
+ python-versions = ">=3.8"
879
+ files = [
880
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919
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920
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921
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922
+ ]
923
+
924
+ [package.extras]
925
+ all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"]
926
+ graphite = ["lz4 (>=1.7.4.2)"]
927
+ interpolatable = ["munkres", "pycairo", "scipy"]
928
+ lxml = ["lxml (>=4.0)"]
929
+ pathops = ["skia-pathops (>=0.5.0)"]
930
+ plot = ["matplotlib"]
931
+ repacker = ["uharfbuzz (>=0.23.0)"]
932
+ symfont = ["sympy"]
933
+ type1 = ["xattr"]
934
+ ufo = ["fs (>=2.2.0,<3)"]
935
+ unicode = ["unicodedata2 (>=15.1.0)"]
936
+ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
937
+
938
  [[package]]
939
  name = "frozenlist"
940
  version = "1.4.1"
 
1063
  test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
1064
  tqdm = ["tqdm"]
1065
 
1066
+ [[package]]
1067
+ name = "gradio"
1068
+ version = "4.41.0"
1069
+ description = "Python library for easily interacting with trained machine learning models"
1070
+ optional = false
1071
+ python-versions = ">=3.8"
1072
+ files = [
1073
+ {file = "gradio-4.41.0-py3-none-any.whl", hash = "sha256:c07c3e2ad94b35495e67fa239ac1040f5f6cecd4ff693cd1524fe3acc6a3996b"},
1074
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1075
+ ]
1076
+
1077
+ [package.dependencies]
1078
+ aiofiles = ">=22.0,<24.0"
1079
+ anyio = ">=3.0,<5.0"
1080
+ fastapi = "*"
1081
+ ffmpy = "*"
1082
+ gradio-client = "1.3.0"
1083
+ httpx = ">=0.24.1"
1084
+ huggingface-hub = ">=0.19.3"
1085
+ importlib-resources = ">=1.3,<7.0"
1086
+ jinja2 = "<4.0"
1087
+ markupsafe = ">=2.0,<3.0"
1088
+ matplotlib = ">=3.0,<4.0"
1089
+ numpy = ">=1.0,<3.0"
1090
+ orjson = ">=3.0,<4.0"
1091
+ packaging = "*"
1092
+ pandas = ">=1.0,<3.0"
1093
+ pillow = ">=8.0,<11.0"
1094
+ pydantic = ">=2.0"
1095
+ pydub = "*"
1096
+ python-multipart = ">=0.0.9"
1097
+ pyyaml = ">=5.0,<7.0"
1098
+ ruff = {version = ">=0.2.2", markers = "sys_platform != \"emscripten\""}
1099
+ semantic-version = ">=2.0,<3.0"
1100
+ tomlkit = "0.12.0"
1101
+ typer = {version = ">=0.12,<1.0", markers = "sys_platform != \"emscripten\""}
1102
+ typing-extensions = ">=4.0,<5.0"
1103
+ urllib3 = ">=2.0,<3.0"
1104
+ uvicorn = {version = ">=0.14.0", markers = "sys_platform != \"emscripten\""}
1105
+
1106
+ [package.extras]
1107
+ oauth = ["authlib", "itsdangerous"]
1108
+
1109
+ [[package]]
1110
+ name = "gradio-client"
1111
+ version = "1.3.0"
1112
+ description = "Python library for easily interacting with trained machine learning models"
1113
+ optional = false
1114
+ python-versions = ">=3.8"
1115
+ files = [
1116
+ {file = "gradio_client-1.3.0-py3-none-any.whl", hash = "sha256:20c40cb4d56e18de1a025ccf58079f08a304e4fb2dfbcf7c2352815b2cb31091"},
1117
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1118
+ ]
1119
+
1120
+ [package.dependencies]
1121
+ fsspec = "*"
1122
+ httpx = ">=0.24.1"
1123
+ huggingface-hub = ">=0.19.3"
1124
+ packaging = "*"
1125
+ typing-extensions = ">=4.0,<5.0"
1126
+ websockets = ">=10.0,<13.0"
1127
+
1128
  [[package]]
1129
  name = "greenlet"
1130
  version = "3.0.3"
 
1313
  {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
1314
  ]
1315
 
1316
+ [[package]]
1317
+ name = "importlib-resources"
1318
+ version = "6.4.3"
1319
+ description = "Read resources from Python packages"
1320
+ optional = false
1321
+ python-versions = ">=3.8"
1322
+ files = [
1323
+ {file = "importlib_resources-6.4.3-py3-none-any.whl", hash = "sha256:2d6dfe3b9e055f72495c2085890837fc8c758984e209115c8792bddcb762cd93"},
1324
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1325
+ ]
1326
+
1327
+ [package.extras]
1328
+ doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
1329
+ test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
1330
+
1331
  [[package]]
1332
  name = "iniconfig"
1333
  version = "2.0.0"
 
1462
  {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
1463
  ]
1464
 
1465
+ [[package]]
1466
+ name = "kiwisolver"
1467
+ version = "1.4.5"
1468
+ description = "A fast implementation of the Cassowary constraint solver"
1469
+ optional = false
1470
+ python-versions = ">=3.7"
1471
+ files = [
1472
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1544
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1545
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1547
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1548
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1559
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1563
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1564
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1565
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1566
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1567
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1568
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1569
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1570
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1571
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1572
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1573
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1574
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1575
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1576
+ ]
1577
+
1578
  [[package]]
1579
  name = "langchain"
1580
  version = "0.2.14"
 
2147
  lingua = ["lingua"]
2148
  testing = ["pytest"]
2149
 
2150
+ [[package]]
2151
+ name = "markdown-it-py"
2152
+ version = "3.0.0"
2153
+ description = "Python port of markdown-it. Markdown parsing, done right!"
2154
+ optional = false
2155
+ python-versions = ">=3.8"
2156
+ files = [
2157
+ {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
2158
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2159
+ ]
2160
+
2161
+ [package.dependencies]
2162
+ mdurl = ">=0.1,<1.0"
2163
+
2164
+ [package.extras]
2165
+ benchmarking = ["psutil", "pytest", "pytest-benchmark"]
2166
+ code-style = ["pre-commit (>=3.0,<4.0)"]
2167
+ compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
2168
+ linkify = ["linkify-it-py (>=1,<3)"]
2169
+ plugins = ["mdit-py-plugins"]
2170
+ profiling = ["gprof2dot"]
2171
+ rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
2172
+ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
2173
+
2174
  [[package]]
2175
  name = "markupsafe"
2176
  version = "2.1.5"
 
2259
  docs = ["alabaster (==0.7.16)", "autodocsumm (==0.2.12)", "sphinx (==7.3.7)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
2260
  tests = ["pytest", "pytz", "simplejson"]
2261
 
2262
+ [[package]]
2263
+ name = "matplotlib"
2264
+ version = "3.9.2"
2265
+ description = "Python plotting package"
2266
+ optional = false
2267
+ python-versions = ">=3.9"
2268
+ files = [
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2299
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2300
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2301
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2302
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2303
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2308
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2309
+ ]
2310
+
2311
+ [package.dependencies]
2312
+ contourpy = ">=1.0.1"
2313
+ cycler = ">=0.10"
2314
+ fonttools = ">=4.22.0"
2315
+ kiwisolver = ">=1.3.1"
2316
+ numpy = ">=1.23"
2317
+ packaging = ">=20.0"
2318
+ pillow = ">=8"
2319
+ pyparsing = ">=2.3.1"
2320
+ python-dateutil = ">=2.7"
2321
+
2322
+ [package.extras]
2323
+ dev = ["meson-python (>=0.13.1)", "numpy (>=1.25)", "pybind11 (>=2.6)", "setuptools (>=64)", "setuptools_scm (>=7)"]
2324
+
2325
+ [[package]]
2326
+ name = "mdurl"
2327
+ version = "0.1.2"
2328
+ description = "Markdown URL utilities"
2329
+ optional = false
2330
+ python-versions = ">=3.7"
2331
+ files = [
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+ {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
2333
+ {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
2334
+ ]
2335
+
2336
  [[package]]
2337
  name = "minijinja"
2338
  version = "2.0.1"
 
3352
  [package.dependencies]
3353
  typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
3354
 
3355
+ [[package]]
3356
+ name = "pydub"
3357
+ version = "0.25.1"
3358
+ description = "Manipulate audio with an simple and easy high level interface"
3359
+ optional = false
3360
+ python-versions = "*"
3361
+ files = [
3362
+ {file = "pydub-0.25.1-py2.py3-none-any.whl", hash = "sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6"},
3363
+ {file = "pydub-0.25.1.tar.gz", hash = "sha256:980a33ce9949cab2a569606b65674d748ecbca4f0796887fd6f46173a7b0d30f"},
3364
+ ]
3365
+
3366
+ [[package]]
3367
+ name = "pygments"
3368
+ version = "2.18.0"
3369
+ description = "Pygments is a syntax highlighting package written in Python."
3370
+ optional = false
3371
+ python-versions = ">=3.8"
3372
+ files = [
3373
+ {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"},
3374
+ {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"},
3375
+ ]
3376
+
3377
+ [package.extras]
3378
+ windows-terminal = ["colorama (>=0.4.6)"]
3379
+
3380
+ [[package]]
3381
+ name = "pyparsing"
3382
+ version = "3.1.2"
3383
+ description = "pyparsing module - Classes and methods to define and execute parsing grammars"
3384
+ optional = false
3385
+ python-versions = ">=3.6.8"
3386
+ files = [
3387
+ {file = "pyparsing-3.1.2-py3-none-any.whl", hash = "sha256:f9db75911801ed778fe61bb643079ff86601aca99fcae6345aa67292038fb742"},
3388
+ {file = "pyparsing-3.1.2.tar.gz", hash = "sha256:a1bac0ce561155ecc3ed78ca94d3c9378656ad4c94c1270de543f621420f94ad"},
3389
+ ]
3390
+
3391
+ [package.extras]
3392
+ diagrams = ["jinja2", "railroad-diagrams"]
3393
+
3394
  [[package]]
3395
  name = "pypdf"
3396
  version = "4.3.1"
 
3497
  [package.extras]
3498
  cli = ["click (>=5.0)"]
3499
 
3500
+ [[package]]
3501
+ name = "python-multipart"
3502
+ version = "0.0.9"
3503
+ description = "A streaming multipart parser for Python"
3504
+ optional = false
3505
+ python-versions = ">=3.8"
3506
+ files = [
3507
+ {file = "python_multipart-0.0.9-py3-none-any.whl", hash = "sha256:97ca7b8ea7b05f977dc3849c3ba99d51689822fab725c3703af7c866a0c2b215"},
3508
+ {file = "python_multipart-0.0.9.tar.gz", hash = "sha256:03f54688c663f1b7977105f021043b0793151e4cb1c1a9d4a11fc13d622c4026"},
3509
+ ]
3510
+
3511
+ [package.extras]
3512
+ dev = ["atomicwrites (==1.4.1)", "attrs (==23.2.0)", "coverage (==7.4.1)", "hatch", "invoke (==2.2.0)", "more-itertools (==10.2.0)", "pbr (==6.0.0)", "pluggy (==1.4.0)", "py (==1.11.0)", "pytest (==8.0.0)", "pytest-cov (==4.1.0)", "pytest-timeout (==2.2.0)", "pyyaml (==6.0.1)", "ruff (==0.2.1)"]
3513
+
3514
  [[package]]
3515
  name = "pytz"
3516
  version = "2024.1"
 
3693
  socks = ["PySocks (>=1.5.6,!=1.5.7)"]
3694
  use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
3695
 
3696
+ [[package]]
3697
+ name = "rich"
3698
+ version = "13.7.1"
3699
+ description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
3700
+ optional = false
3701
+ python-versions = ">=3.7.0"
3702
+ files = [
3703
+ {file = "rich-13.7.1-py3-none-any.whl", hash = "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222"},
3704
+ {file = "rich-13.7.1.tar.gz", hash = "sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432"},
3705
+ ]
3706
+
3707
+ [package.dependencies]
3708
+ markdown-it-py = ">=2.2.0"
3709
+ pygments = ">=2.13.0,<3.0.0"
3710
+
3711
+ [package.extras]
3712
+ jupyter = ["ipywidgets (>=7.5.1,<9)"]
3713
+
3714
+ [[package]]
3715
+ name = "ruff"
3716
+ version = "0.6.1"
3717
+ description = "An extremely fast Python linter and code formatter, written in Rust."
3718
+ optional = false
3719
+ python-versions = ">=3.7"
3720
+ files = [
3721
+ {file = "ruff-0.6.1-py3-none-linux_armv6l.whl", hash = "sha256:b4bb7de6a24169dc023f992718a9417380301b0c2da0fe85919f47264fb8add9"},
3722
+ {file = "ruff-0.6.1-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:45efaae53b360c81043e311cdec8a7696420b3d3e8935202c2846e7a97d4edae"},
3723
+ {file = "ruff-0.6.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:bc60c7d71b732c8fa73cf995efc0c836a2fd8b9810e115be8babb24ae87e0850"},
3724
+ {file = "ruff-0.6.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2c7477c3b9da822e2db0b4e0b59e61b8a23e87886e727b327e7dcaf06213c5cf"},
3725
+ {file = "ruff-0.6.1-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3a0af7ab3f86e3dc9f157a928e08e26c4b40707d0612b01cd577cc84b8905cc9"},
3726
+ {file = "ruff-0.6.1-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:392688dbb50fecf1bf7126731c90c11a9df1c3a4cdc3f481b53e851da5634fa5"},
3727
+ {file = "ruff-0.6.1-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:5278d3e095ccc8c30430bcc9bc550f778790acc211865520f3041910a28d0024"},
3728
+ {file = "ruff-0.6.1-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fe6d5f65d6f276ee7a0fc50a0cecaccb362d30ef98a110f99cac1c7872df2f18"},
3729
+ {file = "ruff-0.6.1-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b2e0dd11e2ae553ee5c92a81731d88a9883af8db7408db47fc81887c1f8b672e"},
3730
+ {file = "ruff-0.6.1-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d812615525a34ecfc07fd93f906ef5b93656be01dfae9a819e31caa6cfe758a1"},
3731
+ {file = "ruff-0.6.1-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:faaa4060f4064c3b7aaaa27328080c932fa142786f8142aff095b42b6a2eb631"},
3732
+ {file = "ruff-0.6.1-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:99d7ae0df47c62729d58765c593ea54c2546d5de213f2af2a19442d50a10cec9"},
3733
+ {file = "ruff-0.6.1-py3-none-musllinux_1_2_i686.whl", hash = "sha256:9eb18dfd7b613eec000e3738b3f0e4398bf0153cb80bfa3e351b3c1c2f6d7b15"},
3734
+ {file = "ruff-0.6.1-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:c62bc04c6723a81e25e71715aa59489f15034d69bf641df88cb38bdc32fd1dbb"},
3735
+ {file = "ruff-0.6.1-py3-none-win32.whl", hash = "sha256:9fb4c4e8b83f19c9477a8745e56d2eeef07a7ff50b68a6998f7d9e2e3887bdc4"},
3736
+ {file = "ruff-0.6.1-py3-none-win_amd64.whl", hash = "sha256:c2ebfc8f51ef4aca05dad4552bbcf6fe8d1f75b2f6af546cc47cc1c1ca916b5b"},
3737
+ {file = "ruff-0.6.1-py3-none-win_arm64.whl", hash = "sha256:3bc81074971b0ffad1bd0c52284b22411f02a11a012082a76ac6da153536e014"},
3738
+ {file = "ruff-0.6.1.tar.gz", hash = "sha256:af3ffd8c6563acb8848d33cd19a69b9bfe943667f0419ca083f8ebe4224a3436"},
3739
+ ]
3740
+
3741
  [[package]]
3742
  name = "safetensors"
3743
  version = "0.4.4"
 
3957
  doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.13.1)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
3958
  test = ["Cython", "array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
3959
 
3960
+ [[package]]
3961
+ name = "semantic-version"
3962
+ version = "2.10.0"
3963
+ description = "A library implementing the 'SemVer' scheme."
3964
+ optional = false
3965
+ python-versions = ">=2.7"
3966
+ files = [
3967
+ {file = "semantic_version-2.10.0-py2.py3-none-any.whl", hash = "sha256:de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177"},
3968
+ {file = "semantic_version-2.10.0.tar.gz", hash = "sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c"},
3969
+ ]
3970
+
3971
+ [package.extras]
3972
+ dev = ["Django (>=1.11)", "check-manifest", "colorama (<=0.4.1)", "coverage", "flake8", "nose2", "readme-renderer (<25.0)", "tox", "wheel", "zest.releaser[recommended]"]
3973
+ doc = ["Sphinx", "sphinx-rtd-theme"]
3974
+
3975
  [[package]]
3976
  name = "sentence-transformers"
3977
  version = "3.0.1"
 
3997
  dev = ["accelerate (>=0.20.3)", "datasets", "pre-commit", "pytest", "ruff (>=0.3.0)"]
3998
  train = ["accelerate (>=0.20.3)", "datasets"]
3999
 
4000
+ [[package]]
4001
+ name = "shellingham"
4002
+ version = "1.5.4"
4003
+ description = "Tool to Detect Surrounding Shell"
4004
+ optional = false
4005
+ python-versions = ">=3.7"
4006
+ files = [
4007
+ {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
4008
+ {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
4009
+ ]
4010
+
4011
  [[package]]
4012
  name = "six"
4013
  version = "1.16.0"
 
4128
  pymysql = ["pymysql"]
4129
  sqlcipher = ["sqlcipher3_binary"]
4130
 
4131
+ [[package]]
4132
+ name = "starlette"
4133
+ version = "0.38.2"
4134
+ description = "The little ASGI library that shines."
4135
+ optional = false
4136
+ python-versions = ">=3.8"
4137
+ files = [
4138
+ {file = "starlette-0.38.2-py3-none-any.whl", hash = "sha256:4ec6a59df6bbafdab5f567754481657f7ed90dc9d69b0c9ff017907dd54faeff"},
4139
+ {file = "starlette-0.38.2.tar.gz", hash = "sha256:c7c0441065252160993a1a37cf2a73bb64d271b17303e0b0c1eb7191cfb12d75"},
4140
+ ]
4141
+
4142
+ [package.dependencies]
4143
+ anyio = ">=3.4.0,<5"
4144
+
4145
+ [package.extras]
4146
+ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"]
4147
+
4148
  [[package]]
4149
  name = "striprtf"
4150
  version = "0.0.26"
 
4396
  {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
4397
  ]
4398
 
4399
+ [[package]]
4400
+ name = "tomlkit"
4401
+ version = "0.12.0"
4402
+ description = "Style preserving TOML library"
4403
+ optional = false
4404
+ python-versions = ">=3.7"
4405
+ files = [
4406
+ {file = "tomlkit-0.12.0-py3-none-any.whl", hash = "sha256:926f1f37a1587c7a4f6c7484dae538f1345d96d793d9adab5d3675957b1d0766"},
4407
+ {file = "tomlkit-0.12.0.tar.gz", hash = "sha256:01f0477981119c7d8ee0f67ebe0297a7c95b14cf9f4b102b45486deb77018716"},
4408
+ ]
4409
+
4410
  [[package]]
4411
  name = "torch"
4412
  version = "2.4.0"
 
4575
  tests = ["autopep8", "flake8", "isort", "llnl-hatchet", "numpy", "pytest", "scipy (>=1.7.1)"]
4576
  tutorials = ["matplotlib", "pandas", "tabulate"]
4577
 
4578
+ [[package]]
4579
+ name = "typer"
4580
+ version = "0.12.4"
4581
+ description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
4582
+ optional = false
4583
+ python-versions = ">=3.7"
4584
+ files = [
4585
+ {file = "typer-0.12.4-py3-none-any.whl", hash = "sha256:819aa03699f438397e876aa12b0d63766864ecba1b579092cc9fe35d886e34b6"},
4586
+ {file = "typer-0.12.4.tar.gz", hash = "sha256:c9c1613ed6a166162705b3347b8d10b661ccc5d95692654d0fb628118f2c34e6"},
4587
+ ]
4588
+
4589
+ [package.dependencies]
4590
+ click = ">=8.0.0"
4591
+ rich = ">=10.11.0"
4592
+ shellingham = ">=1.3.0"
4593
+ typing-extensions = ">=3.7.4.3"
4594
+
4595
  [[package]]
4596
  name = "types-requests"
4597
  version = "2.32.0.20240712"
 
4747
  socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
4748
  zstd = ["zstandard (>=0.18.0)"]
4749
 
4750
+ [[package]]
4751
+ name = "uvicorn"
4752
+ version = "0.30.6"
4753
+ description = "The lightning-fast ASGI server."
4754
+ optional = false
4755
+ python-versions = ">=3.8"
4756
+ files = [
4757
+ {file = "uvicorn-0.30.6-py3-none-any.whl", hash = "sha256:65fd46fe3fda5bdc1b03b94eb634923ff18cd35b2f084813ea79d1f103f711b5"},
4758
+ {file = "uvicorn-0.30.6.tar.gz", hash = "sha256:4b15decdda1e72be08209e860a1e10e92439ad5b97cf44cc945fcbee66fc5788"},
4759
+ ]
4760
+
4761
+ [package.dependencies]
4762
+ click = ">=7.0"
4763
+ h11 = ">=0.8"
4764
+ typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
4765
+
4766
+ [package.extras]
4767
+ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
4768
+
4769
  [[package]]
4770
  name = "virtualenv"
4771
  version = "20.26.3"
 
4786
  docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
4787
  test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
4788
 
4789
+ [[package]]
4790
+ name = "websockets"
4791
+ version = "12.0"
4792
+ description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
4793
+ optional = false
4794
+ python-versions = ">=3.8"
4795
+ files = [
4796
+ {file = "websockets-12.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d554236b2a2006e0ce16315c16eaa0d628dab009c33b63ea03f41c6107958374"},
4797
+ {file = "websockets-12.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2d225bb6886591b1746b17c0573e29804619c8f755b5598d875bb4235ea639be"},
4798
+ {file = "websockets-12.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:eb809e816916a3b210bed3c82fb88eaf16e8afcf9c115ebb2bacede1797d2547"},
4799
+ {file = "websockets-12.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c588f6abc13f78a67044c6b1273a99e1cf31038ad51815b3b016ce699f0d75c2"},
4800
+ {file = "websockets-12.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5aa9348186d79a5f232115ed3fa9020eab66d6c3437d72f9d2c8ac0c6858c558"},
4801
+ {file = "websockets-12.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6350b14a40c95ddd53e775dbdbbbc59b124a5c8ecd6fbb09c2e52029f7a9f480"},
4802
+ {file = "websockets-12.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:70ec754cc2a769bcd218ed8d7209055667b30860ffecb8633a834dde27d6307c"},
4803
+ {file = "websockets-12.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:6e96f5ed1b83a8ddb07909b45bd94833b0710f738115751cdaa9da1fb0cb66e8"},
4804
+ {file = "websockets-12.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:4d87be612cbef86f994178d5186add3d94e9f31cc3cb499a0482b866ec477603"},
4805
+ {file = "websockets-12.0-cp310-cp310-win32.whl", hash = "sha256:befe90632d66caaf72e8b2ed4d7f02b348913813c8b0a32fae1cc5fe3730902f"},
4806
+ {file = "websockets-12.0-cp310-cp310-win_amd64.whl", hash = "sha256:363f57ca8bc8576195d0540c648aa58ac18cf85b76ad5202b9f976918f4219cf"},
4807
+ {file = "websockets-12.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:5d873c7de42dea355d73f170be0f23788cf3fa9f7bed718fd2830eefedce01b4"},
4808
+ {file = "websockets-12.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3f61726cae9f65b872502ff3c1496abc93ffbe31b278455c418492016e2afc8f"},
4809
+ {file = "websockets-12.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ed2fcf7a07334c77fc8a230755c2209223a7cc44fc27597729b8ef5425aa61a3"},
4810
+ {file = "websockets-12.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8e332c210b14b57904869ca9f9bf4ca32f5427a03eeb625da9b616c85a3a506c"},
4811
+ {file = "websockets-12.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5693ef74233122f8ebab026817b1b37fe25c411ecfca084b29bc7d6efc548f45"},
4812
+ {file = "websockets-12.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6e9e7db18b4539a29cc5ad8c8b252738a30e2b13f033c2d6e9d0549b45841c04"},
4813
+ {file = "websockets-12.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:6e2df67b8014767d0f785baa98393725739287684b9f8d8a1001eb2839031447"},
4814
+ {file = "websockets-12.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:bea88d71630c5900690fcb03161ab18f8f244805c59e2e0dc4ffadae0a7ee0ca"},
4815
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4816
+ {file = "websockets-12.0-cp311-cp311-win32.whl", hash = "sha256:3e3aa8c468af01d70332a382350ee95f6986db479ce7af14d5e81ec52aa2b402"},
4817
+ {file = "websockets-12.0-cp311-cp311-win_amd64.whl", hash = "sha256:25eb766c8ad27da0f79420b2af4b85d29914ba0edf69f547cc4f06ca6f1d403b"},
4818
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4819
+ {file = "websockets-12.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:dbcf72a37f0b3316e993e13ecf32f10c0e1259c28ffd0a85cee26e8549595fbc"},
4820
+ {file = "websockets-12.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:12743ab88ab2af1d17dd4acb4645677cb7063ef4db93abffbf164218a5d54c6b"},
4821
+ {file = "websockets-12.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7b645f491f3c48d3f8a00d1fce07445fab7347fec54a3e65f0725d730d5b99cb"},
4822
+ {file = "websockets-12.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9893d1aa45a7f8b3bc4510f6ccf8db8c3b62120917af15e3de247f0780294b92"},
4823
+ {file = "websockets-12.0-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1f38a7b376117ef7aff996e737583172bdf535932c9ca021746573bce40165ed"},
4824
+ {file = "websockets-12.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:f764ba54e33daf20e167915edc443b6f88956f37fb606449b4a5b10ba42235a5"},
4825
+ {file = "websockets-12.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:1e4b3f8ea6a9cfa8be8484c9221ec0257508e3a1ec43c36acdefb2a9c3b00aa2"},
4826
+ {file = "websockets-12.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:9fdf06fd06c32205a07e47328ab49c40fc1407cdec801d698a7c41167ea45113"},
4827
+ {file = "websockets-12.0-cp312-cp312-win32.whl", hash = "sha256:baa386875b70cbd81798fa9f71be689c1bf484f65fd6fb08d051a0ee4e79924d"},
4828
+ {file = "websockets-12.0-cp312-cp312-win_amd64.whl", hash = "sha256:ae0a5da8f35a5be197f328d4727dbcfafa53d1824fac3d96cdd3a642fe09394f"},
4829
+ {file = "websockets-12.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:5f6ffe2c6598f7f7207eef9a1228b6f5c818f9f4d53ee920aacd35cec8110438"},
4830
+ {file = "websockets-12.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:9edf3fc590cc2ec20dc9d7a45108b5bbaf21c0d89f9fd3fd1685e223771dc0b2"},
4831
+ {file = "websockets-12.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8572132c7be52632201a35f5e08348137f658e5ffd21f51f94572ca6c05ea81d"},
4832
+ {file = "websockets-12.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:604428d1b87edbf02b233e2c207d7d528460fa978f9e391bd8aaf9c8311de137"},
4833
+ {file = "websockets-12.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1a9d160fd080c6285e202327aba140fc9a0d910b09e423afff4ae5cbbf1c7205"},
4834
+ {file = "websockets-12.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87b4aafed34653e465eb77b7c93ef058516cb5acf3eb21e42f33928616172def"},
4835
+ {file = "websockets-12.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:b2ee7288b85959797970114deae81ab41b731f19ebcd3bd499ae9ca0e3f1d2c8"},
4836
+ {file = "websockets-12.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:7fa3d25e81bfe6a89718e9791128398a50dec6d57faf23770787ff441d851967"},
4837
+ {file = "websockets-12.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:a571f035a47212288e3b3519944f6bf4ac7bc7553243e41eac50dd48552b6df7"},
4838
+ {file = "websockets-12.0-cp38-cp38-win32.whl", hash = "sha256:3c6cc1360c10c17463aadd29dd3af332d4a1adaa8796f6b0e9f9df1fdb0bad62"},
4839
+ {file = "websockets-12.0-cp38-cp38-win_amd64.whl", hash = "sha256:1bf386089178ea69d720f8db6199a0504a406209a0fc23e603b27b300fdd6892"},
4840
+ {file = "websockets-12.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:ab3d732ad50a4fbd04a4490ef08acd0517b6ae6b77eb967251f4c263011a990d"},
4841
+ {file = "websockets-12.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:a1d9697f3337a89691e3bd8dc56dea45a6f6d975f92e7d5f773bc715c15dde28"},
4842
+ {file = "websockets-12.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1df2fbd2c8a98d38a66f5238484405b8d1d16f929bb7a33ed73e4801222a6f53"},
4843
+ {file = "websockets-12.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:23509452b3bc38e3a057382c2e941d5ac2e01e251acce7adc74011d7d8de434c"},
4844
+ {file = "websockets-12.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2e5fc14ec6ea568200ea4ef46545073da81900a2b67b3e666f04adf53ad452ec"},
4845
+ {file = "websockets-12.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:46e71dbbd12850224243f5d2aeec90f0aaa0f2dde5aeeb8fc8df21e04d99eff9"},
4846
+ {file = "websockets-12.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:b81f90dcc6c85a9b7f29873beb56c94c85d6f0dac2ea8b60d995bd18bf3e2aae"},
4847
+ {file = "websockets-12.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:a02413bc474feda2849c59ed2dfb2cddb4cd3d2f03a2fedec51d6e959d9b608b"},
4848
+ {file = "websockets-12.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:bbe6013f9f791944ed31ca08b077e26249309639313fff132bfbf3ba105673b9"},
4849
+ {file = "websockets-12.0-cp39-cp39-win32.whl", hash = "sha256:cbe83a6bbdf207ff0541de01e11904827540aa069293696dd528a6640bd6a5f6"},
4850
+ {file = "websockets-12.0-cp39-cp39-win_amd64.whl", hash = "sha256:fc4e7fa5414512b481a2483775a8e8be7803a35b30ca805afa4998a84f9fd9e8"},
4851
+ {file = "websockets-12.0-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:248d8e2446e13c1d4326e0a6a4e9629cb13a11195051a73acf414812700badbd"},
4852
+ {file = "websockets-12.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f44069528d45a933997a6fef143030d8ca8042f0dfaad753e2906398290e2870"},
4853
+ {file = "websockets-12.0-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c4e37d36f0d19f0a4413d3e18c0d03d0c268ada2061868c1e6f5ab1a6d575077"},
4854
+ {file = "websockets-12.0-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d829f975fc2e527a3ef2f9c8f25e553eb7bc779c6665e8e1d52aa22800bb38b"},
4855
+ {file = "websockets-12.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:2c71bd45a777433dd9113847af751aae36e448bc6b8c361a566cb043eda6ec30"},
4856
+ {file = "websockets-12.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:0bee75f400895aef54157b36ed6d3b308fcab62e5260703add87f44cee9c82a6"},
4857
+ {file = "websockets-12.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:423fc1ed29f7512fceb727e2d2aecb952c46aa34895e9ed96071821309951123"},
4858
+ {file = "websockets-12.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:27a5e9964ef509016759f2ef3f2c1e13f403725a5e6a1775555994966a66e931"},
4859
+ {file = "websockets-12.0-pp38-pypy38_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c3181df4583c4d3994d31fb235dc681d2aaad744fbdbf94c4802485ececdecf2"},
4860
+ {file = "websockets-12.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:b067cb952ce8bf40115f6c19f478dc71c5e719b7fbaa511359795dfd9d1a6468"},
4861
+ {file = "websockets-12.0-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:00700340c6c7ab788f176d118775202aadea7602c5cc6be6ae127761c16d6b0b"},
4862
+ {file = "websockets-12.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e469d01137942849cff40517c97a30a93ae79917752b34029f0ec72df6b46399"},
4863
+ {file = "websockets-12.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ffefa1374cd508d633646d51a8e9277763a9b78ae71324183693959cf94635a7"},
4864
+ {file = "websockets-12.0-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba0cab91b3956dfa9f512147860783a1829a8d905ee218a9837c18f683239611"},
4865
+ {file = "websockets-12.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2cb388a5bfb56df4d9a406783b7f9dbefb888c09b71629351cc6b036e9259370"},
4866
+ {file = "websockets-12.0-py3-none-any.whl", hash = "sha256:dc284bbc8d7c78a6c69e0c7325ab46ee5e40bb4d50e494d8131a07ef47500e9e"},
4867
+ {file = "websockets-12.0.tar.gz", hash = "sha256:81df9cbcbb6c260de1e007e58c011bfebe2dafc8435107b0537f393dd38c8b1b"},
4868
+ ]
4869
+
4870
  [[package]]
4871
  name = "wrapt"
4872
  version = "1.16.0"
 
5169
  [metadata]
5170
  lock-version = "2.0"
5171
  python-versions = "^3.10"
5172
+ content-hash = "f0e1cc6622575a3a77a6e9fb84924b2e671992c63d494f17255c654752e4a892"
pyproject.toml CHANGED
@@ -22,6 +22,7 @@ nltk = "3.8.1"
22
  dspy-ai = "^2.4.13"
23
  python-dotenv = "^1.0.1"
24
  accelerate = "^0.33.0"
 
25
 
26
 
27
  [tool.poetry.group.dev.dependencies]
 
22
  dspy-ai = "^2.4.13"
23
  python-dotenv = "^1.0.1"
24
  accelerate = "^0.33.0"
25
+ gradio = "^4.41.0"
26
 
27
 
28
  [tool.poetry.group.dev.dependencies]