new huggingface structure

.gitignore

@@ -0,0 +1 @@
+**__pycache__

Dockerfile

@@ -1,80 +1,11 @@
-# syntax=docker/dockerfile:1
-# Keep this syntax directive! It's used to enable Docker BuildKit
+FROM python:3.9
 
-# Based on https://github.com/python-poetry/poetry/discussions/1879?sort=top#discussioncomment-216865
-# but I try to keep it updated (see history)
+WORKDIR /code
 
-################################
-# PYTHON-BASE
-# Sets up all our shared environment variables
-################################
-FROM python:3.10 as python-base
+COPY ./requirements.txt /code/requirements.txt
 
-# python
-ENV PYTHONUNBUFFERED=1 \
-    # prevents python creating .pyc files
-    PYTHONDONTWRITEBYTECODE=1 \
-    \
-    # pip
-    PIP_DISABLE_PIP_VERSION_CHECK=on \
-    PIP_DEFAULT_TIMEOUT=100 \
-    \
-    # poetry
-    # https://python-poetry.org/docs/configuration/#using-environment-variables
-    POETRY_VERSION=1.3.2 \
-    # make poetry install to this location
-    POETRY_HOME="/opt/poetry" \
-    # make poetry create the virtual environment in the project's root
-    # it gets named `.venv`
-    POETRY_VIRTUALENVS_IN_PROJECT=true \
-    # do not ask any interactive question
-    POETRY_NO_INTERACTION=1 \
-    \
-    # paths
-    # this is where our requirements + virtual environment will live
-    PYSETUP_PATH="/opt/pysetup" \
-    VENV_PATH="/opt/pysetup/.venv"
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
 
+COPY . .
 
-# prepend poetry and venv to path
-ENV PATH="$POETRY_HOME/bin:$VENV_PATH/bin:$PATH"
-
-
-################################
-# BUILDER-BASE
-# Used to build deps + create our virtual environment
-################################
-FROM python-base as builder-base
-RUN apt-get update \
-    && apt-get install --no-install-recommends -y \
-    # deps for installing poetry
-    curl \
-    # deps for building python deps
-    build-essential
-
-# install poetry - respects $POETRY_VERSION & $POETRY_HOME
-# The --mount will mount the buildx cache directory to where 
-# Poetry and Pip store their cache so that they can re-use it
-RUN --mount=type=cache,target=/root/.cache \
-    curl -sSL https://install.python-poetry.org | python3 -
-
-# copy project requirement files here to ensure they will be cached.
-WORKDIR $PYSETUP_PATH
-COPY poetry.lock pyproject.toml ./
-
-# install runtime deps - uses $POETRY_VIRTUALENVS_IN_PROJECT internally
-RUN --mount=type=cache,target=/root/.cache \
-    poetry install --without=dev
-
-
-################################
-# PRODUCTION
-# Final image used for runtime
-################################
-FROM python-base as production
-ENV FASTAPI_ENV=prod
-COPY --from=builder-base $PYSETUP_PATH $PYSETUP_PATH
-COPY ./kth_qa /kth_qa/
-WORKDIR /kth_qa
-EXPOSE 7860
-CMD ["uvicorn", "--host", "0.0.0.0", "--port", "7860", "main:app"]
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]

poetry.lock

@@ -1,1667 +0,0 @@
-[[package]]
-name = "aiofiles"
-version = "23.1.0"
-description = "File support for asyncio."
-category = "main"
-optional = false
-python-versions = ">=3.7,<4.0"
-
-[[package]]
-name = "aiohttp"
-version = "3.8.4"
-description = "Async http client/server framework (asyncio)"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
-attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<4.0"
-frozenlist = ">=1.1.1"
-multidict = ">=4.5,<7.0"
-yarl = ">=1.0,<2.0"
-
-[package.extras]
-speedups = ["aiodns", "brotli", "cchardet"]
-
-[[package]]
-name = "aiosignal"
-version = "1.3.1"
-description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-frozenlist = ">=1.1.0"
-
-[[package]]
-name = "anyio"
-version = "3.6.2"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "main"
-optional = false
-python-versions = ">=3.6.2"
-
-[package.dependencies]
-idna = ">=2.8"
-sniffio = ">=1.1"
-
-[package.extras]
-doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
-test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"]
-trio = ["trio (>=0.16,<0.22)"]
-
-[[package]]
-name = "arel"
-version = "0.2.0"
-description = "Browser hot reload for Python ASGI web apps"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-starlette = "<1.0.0"
-watchgod = ">=0.6.0,<0.7.0"
-
-[[package]]
-name = "async-timeout"
-version = "4.0.2"
-description = "Timeout context manager for asyncio programs"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[[package]]
-name = "attrs"
-version = "23.1.0"
-description = "Classes Without Boilerplate"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.extras]
-cov = ["attrs", "coverage[toml] (>=5.3)"]
-dev = ["attrs", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest-mypy-plugins", "pytest-xdist", "pytest (>=4.3.0)"]
-
-[[package]]
-name = "backoff"
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-description = "Function decoration for backoff and retry"
-category = "main"
-optional = false
-python-versions = ">=3.7,<4.0"
-
-[[package]]
-name = "beautifulsoup4"
-version = "4.12.2"
-description = "Screen-scraping library"
-category = "main"
-optional = false
-python-versions = ">=3.6.0"
-
-[package.dependencies]
-soupsieve = ">1.2"
-
-[package.extras]
-html5lib = ["html5lib"]
-lxml = ["lxml"]
-
-[[package]]
-name = "bs4"
-version = "0.0.1"
-description = "Dummy package for Beautiful Soup"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-beautifulsoup4 = "*"
-
-[[package]]
-name = "certifi"
-version = "2022.12.7"
-description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[[package]]
-name = "cffi"
-version = "1.15.1"
-description = "Foreign Function Interface for Python calling C code."
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-pycparser = "*"
-
-[[package]]
-name = "charset-normalizer"
-version = "3.1.0"
-description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
-optional = false
-python-versions = ">=3.7.0"
-
-[[package]]
-name = "chromadb"
-version = "0.3.21"
-description = "Chroma."
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-clickhouse-connect = ">=0.5.7"
-duckdb = ">=0.7.1"
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-hnswlib = ">=0.7"
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-posthog = ">=2.4.0"
-pydantic = ">=1.9"
-requests = ">=2.28"
-sentence-transformers = ">=2.2.2"
-uvicorn = {version = ">=0.18.3", extras = ["standard"]}
-
-[[package]]
-name = "click"
-version = "8.1.3"
-description = "Composable command line interface toolkit"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
-[[package]]
-name = "clickhouse-connect"
-version = "0.5.22"
-description = "ClickHouse core driver, SqlAlchemy, and Superset libraries"
-category = "main"
-optional = false
-python-versions = "~=3.7"
-
-[package.dependencies]
-certifi = "*"
-lz4 = "*"
-pytz = "*"
-urllib3 = ">=1.26"
-zstandard = "*"
-
-[package.extras]
-arrow = ["pyarrow"]
-numpy = ["numpy"]
-orjson = ["orjson"]
-pandas = ["pandas"]
-sqlalchemy = ["sqlalchemy (>1.3.21,<1.4)"]
-superset = ["apache-superset (>=1.4.1)"]
-
-[[package]]
-name = "cmake"
-version = "3.26.3"
-description = "CMake is an open-source, cross-platform family of tools designed to build, test and package software"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.extras]
-test = ["codecov (>=2.0.5)", "coverage (>=4.2)", "flake8 (>=3.0.4)", "path.py (>=11.5.0)", "pytest (>=3.0.3)", "pytest-cov (>=2.4.0)", "pytest-runner (>=2.9)", "pytest-virtualenv (>=1.7.0)", "scikit-build (>=0.10.0)", "setuptools (>=28.0.0)", "virtualenv (>=15.0.3)", "wheel"]
-
-[[package]]
-name = "colorama"
-version = "0.4.6"
-description = "Cross-platform colored terminal text."
-category = "main"
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-
-[[package]]
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-version = "0.5.7"
-description = "Easily serialize dataclasses to and from JSON"
-category = "main"
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-
-[package.dependencies]
-marshmallow = ">=3.3.0,<4.0.0"
-marshmallow-enum = ">=1.5.1,<2.0.0"
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-
-[package.extras]
-dev = ["pytest (>=6.2.3)", "ipython", "mypy (>=0.710)", "hypothesis", "portray", "flake8", "simplejson", "types-dataclasses"]
-
-[[package]]
-name = "dnspython"
-version = "2.3.0"
-description = "DNS toolkit"
-category = "main"
-optional = false
-python-versions = ">=3.7,<4.0"
-
-[package.extras]
-doq = ["aioquic (>=0.9.20)"]
-dnssec = ["cryptography (>=2.6,<40.0)"]
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-doh = ["h2 (>=4.1.0)", "httpx (>=0.21.1)", "requests (>=2.23.0,<3.0.0)", "requests-toolbelt (>=0.9.1,<0.11.0)"]
-idna = ["idna (>=2.1,<4.0)"]
-trio = ["trio (>=0.14,<0.23)"]
-wmi = ["wmi (>=1.5.1,<2.0.0)"]
-
-[[package]]
-name = "duckdb"
-version = "0.7.1"
-description = "DuckDB embedded database"
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-python-versions = "*"
-
-[[package]]
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-category = "main"
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-
-[package.dependencies]
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-starlette = ">=0.26.1,<0.27.0"
-
-[package.extras]
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-
-[[package]]
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-[package.extras]
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-
-[[package]]
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-dropbox = ["dropboxdrivefs", "requests", "dropbox"]
-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
-fuse = ["fusepy"]
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-gs = ["gcsfs"]
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-
-[[package]]
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-[[package]]
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-torch = ["torch"]
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-[[package]]
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-
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-typing-inspect = []
-tzdata = []
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-uvloop = []
-watchfiles = []
-watchgod = []
-websockets = []
-win32-setctime = []
-yarl = []
-zstandard = []

pyproject.toml

@@ -1,32 +0,0 @@
-[tool.poetry]
-name = "kth-qa"
-version = "0.1.0"
-description = "A question & answering app for kth.se"
-authors = ["Your Name <you@example.com>"]
-license = "MIT License"
-
-[tool.poetry.dependencies]
-python = "^3.10"
-langchain = "0.0.155"
-fastapi = "^0.95.0"
-requests = "^2.28.2"
-uvicorn = "^0.21.1"
-openai = "^0.27.2"
-chromadb = "^0.3.20"
-python-multipart = "^0.0.6"
-Jinja2 = "^3.1.2"
-aiofiles = "^23.1.0"
-arel = "0.2.*"
-tiktoken = "^0.3.3"
-beautifulsoup4 = "^4.12.2"
-bs4 = "^0.0.1"
-tqdm = "^4.65.0"
-libmagic = "^1.0"
-lark = "^1.1.5"
-pinecone-client = {extras = ["grpc"], version = "^2.2.1"}
-
-[tool.poetry.dev-dependencies]
-
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"

requirements.txt

@@ -0,0 +1,112 @@
+aiofiles==23.1.0; python_version >= "3.7" and python_version < "4.0"
+aiohttp==3.8.4; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.6"
+aiosignal==1.3.1; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+anyio==3.6.2; python_full_version >= "3.6.2" and python_version >= "3.7"
+arel==0.2.0; python_version >= "3.7"
+async-timeout==4.0.2; python_full_version >= "3.8.1" and python_version < "3.11" and python_version >= "3.6"
+attrs==23.1.0; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+backoff==2.2.1; python_version >= "3.7" and python_version < "4.0"
+beautifulsoup4==4.12.2; python_full_version >= "3.6.0"
+bs4==0.0.1
+certifi==2022.12.7; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.8"
+cffi==1.15.1; python_version >= "3.7" and python_version < "4.0" and platform_python_implementation == "PyPy"
+charset-normalizer==3.1.0; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.8"
+chromadb==0.3.21; python_version >= "3.7"
+click==8.1.3; python_full_version >= "3.6.0" and python_version >= "3.7"
+clickhouse-connect==0.5.22; python_version >= "3.7" and python_version < "4.0"
+cmake==3.26.3; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+colorama==0.4.6; sys_platform == "win32" and python_version >= "3.7" and python_full_version >= "3.8.1" and platform_system == "Windows" and python_version < "4.0" and (python_version >= "3.7" and python_full_version < "3.0.0" and platform_system == "Windows" or platform_system == "Windows" and python_version >= "3.7" and python_full_version >= "3.7.0") and (python_version >= "3.7" and python_full_version < "3.0.0" and sys_platform == "win32" or sys_platform == "win32" and python_version >= "3.7" and python_full_version >= "3.7.0") and (python_version >= "3.6" and python_full_version < "3.0.0" and sys_platform == "win32" or sys_platform == "win32" and python_version >= "3.6" and python_full_version >= "3.7.0")
+dataclasses-json==0.5.7; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.6"
+dnspython==2.3.0; python_version >= "3.7" and python_version < "4.0"
+duckdb==0.7.1; python_version >= "3.7"
+fastapi==0.95.1; python_version >= "3.7"
+filelock==3.12.0; python_full_version >= "3.8.0" and python_version >= "3.7" and platform_system == "Linux" and platform_machine == "x86_64"
+frozenlist==1.3.3; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+fsspec==2023.4.0; python_full_version >= "3.7.0" and python_version >= "3.8"
+googleapis-common-protos==1.56.4; python_version >= "3.7"
+greenlet==2.0.2; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7" and platform_machine == "aarch64" or python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7" and platform_machine == "ppc64le" or python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7" and platform_machine == "x86_64" or python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7" and platform_machine == "amd64" or python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7" and platform_machine == "AMD64" or python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7" and platform_machine == "win32" or python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7" and platform_machine == "WIN32"
+grpc-gateway-protoc-gen-openapiv2==0.1.0; python_version >= "3.6"
+grpcio==1.54.0; python_version >= "3.7"
+h11==0.14.0; python_version >= "3.7"
+hnswlib==0.7.0; python_version >= "3.7"
+httptools==0.5.0; python_version >= "3.7" and python_full_version >= "3.5.0"
+huggingface-hub==0.14.1; python_full_version >= "3.7.0" and python_version >= "3.7"
+idna==3.4; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.8"
+jinja2==3.1.2; python_version >= "3.7"
+joblib==1.2.0; python_full_version >= "3.6.0" and python_version >= "3.8"
+langchain==0.0.155; python_full_version >= "3.8.1" and python_version < "4.0"
+lark==1.1.5
+libmagic==1.0
+lit==16.0.2; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+loguru==0.7.0; python_version >= "3.6"
+lz4==4.3.2; python_version >= "3.7" and python_version < "4.0"
+markupsafe==2.1.2; python_full_version >= "3.8.0" and python_version >= "3.7"
+marshmallow-enum==1.5.1; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.6"
+marshmallow==3.19.0; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+monotonic==1.6; python_version >= "3.7"
+mpmath==1.3.0; python_full_version >= "3.8.0" and python_version >= "3.8"
+multidict==6.0.4; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+mypy-extensions==1.0.0; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.6"
+networkx==3.1; python_full_version >= "3.8.0" and python_version >= "3.8"
+nltk==3.8.1; python_full_version >= "3.6.0" and python_version >= "3.7"
+numexpr==2.8.4; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+numpy==1.24.3; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.11"
+nvidia-cublas-cu11==11.10.3.66; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+nvidia-cuda-cupti-cu11==11.7.101; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+nvidia-cuda-nvrtc-cu11==11.7.99; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+nvidia-cuda-runtime-cu11==11.7.99; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+nvidia-cudnn-cu11==8.5.0.96; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+nvidia-cufft-cu11==10.9.0.58; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+nvidia-curand-cu11==10.2.10.91; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+nvidia-cusolver-cu11==11.4.0.1; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+nvidia-cusparse-cu11==11.7.4.91; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+nvidia-nccl-cu11==2.14.3; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+nvidia-nvtx-cu11==11.7.91; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+openai==0.27.6; python_full_version >= "3.7.1"
+openapi-schema-pydantic==1.2.4; python_full_version >= "3.8.1" and python_version < "4.0"
+packaging==23.1; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+pandas==2.0.1; python_version >= "3.8"
+pillow==9.5.0; python_full_version >= "3.6.0" and python_version >= "3.8"
+pinecone-client==2.2.1; python_version >= "3.6"
+posthog==3.0.1; python_version >= "3.7"
+protobuf==3.19.3; python_version >= "3.7"
+pycparser==2.21; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" and platform_python_implementation == "PyPy" or python_version >= "3.7" and python_version < "4.0" and platform_python_implementation == "PyPy" and python_full_version >= "3.4.0"
+pydantic==1.10.7; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+python-dateutil==2.8.2; python_version >= "3.8" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.8"
+python-dotenv==1.0.0; python_version >= "3.8"
+python-multipart==0.0.6; python_version >= "3.7"
+pytz==2023.3; python_version >= "3.8" and python_version < "4.0"
+pyyaml==6.0; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+regex==2023.5.4; python_full_version >= "3.7.0" and python_version >= "3.8"
+requests==2.29.0; python_version >= "3.7"
+scikit-learn==1.2.2; python_full_version >= "3.6.0" and python_version >= "3.8"
+scipy==1.9.3; python_full_version >= "3.6.0" and python_version >= "3.8"
+sentence-transformers==2.2.2; python_full_version >= "3.6.0" and python_version >= "3.7"
+sentencepiece==0.1.99; python_full_version >= "3.6.0" and python_version >= "3.7"
+six==1.16.0; python_version >= "3.8" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.8"
+sniffio==1.3.0; python_full_version >= "3.6.2" and python_version >= "3.7"
+soupsieve==2.4.1; python_version >= "3.7" and python_full_version >= "3.6.0"
+sqlalchemy==2.0.12; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+starlette==0.26.1; python_version >= "3.7"
+sympy==1.11.1; python_full_version >= "3.8.0" and python_version >= "3.8"
+tenacity==8.2.2; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.6"
+threadpoolctl==3.1.0; python_full_version >= "3.6.0" and python_version >= "3.8"
+tiktoken==0.3.3; python_version >= "3.8"
+tokenizers==0.13.3; python_full_version >= "3.7.0" and python_version >= "3.7"
+torch==2.0.0; python_full_version >= "3.8.0" and python_version >= "3.8" and platform_system == "Linux" and platform_machine == "x86_64"
+torchvision==0.15.1; python_full_version >= "3.6.0" and python_version >= "3.8"
+tqdm==4.65.0; python_version >= "3.7"
+transformers==4.28.1; python_full_version >= "3.7.0" and python_version >= "3.7"
+triton==2.0.0; platform_system == "Linux" and platform_machine == "x86_64" and python_full_version >= "3.8.0" and python_version >= "3.7"
+typing-extensions==4.5.0; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+typing-inspect==0.8.0; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.6"
+tzdata==2023.3; python_version >= "3.8"
+urllib3==1.26.15; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.8" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6") and (python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.6.0")
+uvicorn==0.21.1; python_version >= "3.7"
+uvloop==0.17.0; sys_platform != "win32" and sys_platform != "cygwin" and platform_python_implementation != "PyPy" and python_version >= "3.7"
+watchfiles==0.19.0; python_version >= "3.7"
+watchgod==0.6; python_version >= "3.7"
+websockets==11.0.2; python_version >= "3.7"
+win32-setctime==1.1.0; sys_platform == "win32" and python_version >= "3.6"
+yarl==1.9.2; python_full_version >= "3.8.1" and python_version < "4.0" and python_version >= "3.7"
+zstandard==0.21.0; python_version >= "3.7" and python_version < "4.0"