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Unverified Commit ad887994 authored by Matt Williams's avatar Matt Williams Committed by GitHub
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Merge pull request #949 from jmorganca/matt/fixPrivateGPT 

fix: private gpt example was broken due to changes in chroma
parents 0818b5e3 1df6100c
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examples/langchain-python-rag-privategpt/constants.py
View file @ ad887994
...@@ -6,7 +6,6 @@ PERSIST_DIRECTORY = os.environ.get('PERSIST_DIRECTORY', 'db') ...@@ -6,7 +6,6 @@ PERSIST_DIRECTORY = os.environ.get('PERSIST_DIRECTORY', 'db')
# Define the Chroma settings # Define the Chroma settings
CHROMA_SETTINGS = Settings( CHROMA_SETTINGS = Settings(
chroma_db_impl='duckdb+parquet',
persist_directory=PERSIST_DIRECTORY, persist_directory=PERSIST_DIRECTORY,
anonymized_telemetry=False anonymized_telemetry=False
) )
examples/langchain-python-rag-privategpt/ingest.py
View file @ ad887994
...@@ -150,7 +150,7 @@ def main(): ...@@ -150,7 +150,7 @@ def main():
print("Creating new vectorstore") print("Creating new vectorstore")
texts = process_documents() texts = process_documents()
print(f"Creating embeddings. May take some minutes...") print(f"Creating embeddings. May take some minutes...")
db = Chroma.from_documents(texts, embeddings, persist_directory=persist_directory, client_settings=CHROMA_SETTINGS) db = Chroma.from_documents(texts, embeddings, persist_directory=persist_directory)
db.persist() db.persist()
db = None db = None
......
examples/langchain-python-rag-privategpt/privateGPT.py
View file @ ad887994
...@@ -4,6 +4,7 @@ from langchain.embeddings import HuggingFaceEmbeddings ...@@ -4,6 +4,7 @@ from langchain.embeddings import HuggingFaceEmbeddings
from langchain.callbacks.streaming_stdout import StreamingStdOutCallbackHandler from langchain.callbacks.streaming_stdout import StreamingStdOutCallbackHandler
from langchain.vectorstores import Chroma from langchain.vectorstores import Chroma
from langchain.llms import Ollama from langchain.llms import Ollama
import chromadb
import os import os
import argparse import argparse
import time import time
...@@ -22,7 +23,9 @@ def main(): ...@@ -22,7 +23,9 @@ def main():
# Parse the command line arguments # Parse the command line arguments
args = parse_arguments() args = parse_arguments()
embeddings = HuggingFaceEmbeddings(model_name=embeddings_model_name) embeddings = HuggingFaceEmbeddings(model_name=embeddings_model_name)
db = Chroma(persist_directory=persist_directory, embedding_function=embeddings, client_settings=CHROMA_SETTINGS)
db = Chroma(persist_directory=persist_directory, embedding_function=embeddings)
retriever = db.as_retriever(search_kwargs={"k": target_source_chunks}) retriever = db.as_retriever(search_kwargs={"k": target_source_chunks})
# activate/deactivate the streaming StdOut callback for LLMs # activate/deactivate the streaming StdOut callback for LLMs
callbacks = [] if args.mute_stream else [StreamingStdOutCallbackHandler()] callbacks = [] if args.mute_stream else [StreamingStdOutCallbackHandler()]
......
examples/langchain-python-rag-privategpt/requirements.txt
View file @ ad887994
aiohttp==3.8.4 ; python_version >= "3.10" and python_version < "4.0" \ langchain==0.0.274
--hash=sha256:03543dcf98a6619254b409be2d22b51f21ec66272be4ebda7b04e6412e4b2e14 \ gpt4all==1.0.8
--hash=sha256:03baa76b730e4e15a45f81dfe29a8d910314143414e528737f8589ec60cf7391 \ chromadb==0.4.7
--hash=sha256:0a63f03189a6fa7c900226e3ef5ba4d3bd047e18f445e69adbd65af433add5a2 \ llama-cpp-python==0.1.81
--hash=sha256:10c8cefcff98fd9168cdd86c4da8b84baaa90bf2da2269c6161984e6737bf23e \ urllib3==2.0.4
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--hash=sha256:1a45865451439eb320784918617ba54b7a377e3501fb70402ab84d38c2cd891b \ extract-msg==0.45.0
--hash=sha256:1b3ea7edd2d24538959c1c1abf97c744d879d4e541d38305f9bd7d9b10c9ec41 \ tabulate==0.9.0
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chromadb==0.3.26 ; python_version >= "3.10" and python_version < "4.0" \
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colorama==0.4.6 ; python_version >= "3.10" and python_version < "4.0" and platform_system == "Windows" \
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colorclass==2.2.2 ; python_version >= "3.10" and python_version < "4.0" \
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coloredlogs==15.0.1 ; python_version >= "3.10" and python_version < "4.0" \
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compressed-rtf==1.0.6 ; python_version >= "3.10" and python_version < "4.0" \
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cryptography==41.0.1 ; python_version >= "3.10" and python_version < "4.0" \
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dataclasses-json==0.5.9 ; python_version >= "3.10" and python_version < "4.0" \
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duckdb==0.8.1 ; python_version >= "3.10" and python_version < "4.0" \
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easygui==0.98.3 ; python_version >= "3.10" and python_version < "4.0" \
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ebcdic==1.1.1 ; python_version >= "3.10" and python_version < "4.0" \
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et-xmlfile==1.1.0 ; python_version >= "3.10" and python_version < "4.0" \
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exceptiongroup==1.1.2 ; python_version >= "3.10" and python_version < "3.11" \
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extract-msg==0.41.5 ; python_version >= "3.10" and python_version < "4.0" \
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fastapi==0.100.0 ; python_version >= "3.10" and python_version < "4.0" \
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filelock==3.12.2 ; python_version >= "3.10" and python_version < "4.0" \
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filetype==1.2.0 ; python_version >= "3.10" and python_version < "4.0" \
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flatbuffers==23.5.26 ; python_version >= "3.10" and python_version < "4.0" \
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frozenlist==1.3.3 ; python_version >= "3.10" and python_version < "4.0" \
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fsspec==2023.6.0 ; python_version >= "3.10" and python_version < "4.0" \
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gpt4all==1.0.3 ; python_version >= "3.10" and python_version < "4.0" \
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greenlet==2.0.2 ; python_version >= "3.10" and python_version < "4.0" and (platform_machine == "win32" or platform_machine == "WIN32" or platform_machine == "AMD64" or platform_machine == "amd64" or platform_machine == "x86_64" or platform_machine == "ppc64le" or platform_machine == "aarch64") \
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h11==0.14.0 ; python_version >= "3.10" and python_version < "4.0" \
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hnswlib==0.7.0 ; python_version >= "3.10" and python_version < "4.0" \
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httptools==0.6.0 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:03bfd2ae8a2d532952ac54445a2fb2504c804135ed28b53fefaf03d3a93eb1fd \
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huggingface-hub==0.16.4 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:0d3df29932f334fead024afc7cb4cc5149d955238b8b5e42dcf9740d6995a349 \
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humanfriendly==10.0 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477 \
--hash=sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc
idna==3.4 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4 \
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imapclient==2.3.1 ; python_version >= "3.10" and python_version < "4.0" \
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importlib-metadata==6.8.0 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb \
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jinja2==3.1.2 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852 \
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joblib==1.3.1 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:1f937906df65329ba98013dc9692fe22a4c5e4a648112de500508b18a21b41e3 \
--hash=sha256:89cf0529520e01b3de7ac7b74a8102c90d16d54c64b5dd98cafcd14307fdf915
langchain==0.0.261 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:1ec501b8323811bf8fa2db10b7703a654c57235646344eefdd0bae764c9e4335 \
--hash=sha256:d2aa7c48c62e9febd7440d06eb067066ce2623db6d8b367f2742c9a78c315ce8
langsmith==0.0.21 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:a04c6eb3b4fc6205b15a559705f726fd0114ee2b3bd8668a0bd11cf29d5c5992 \
--hash=sha256:ec90ddab6beee6c344cf0ed8ae7d68948740cf98e119dd97c571f3190555644e
lark-parser==0.12.0 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:0eaf30cb5ba787fe404d73a7d6e61df97b21d5a63ac26c5008c78a494373c675 \
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lxml==4.9.3 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:05186a0f1346ae12553d66df1cfce6f251589fea3ad3da4f3ef4e34b2d58c6a3 \
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lz4==4.3.2 ; python_version >= "3.10" and python_version < "4.0" \
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marshmallow-enum==1.5.1 ; python_version >= "3.10" and python_version < "4.0" \
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marshmallow==3.19.0 ; python_version >= "3.10" and python_version < "4.0" \
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monotonic==1.6 ; python_version >= "3.10" and python_version < "4.0" \
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networkx==3.1 ; python_version >= "3.10" and python_version < "4.0" \
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nltk==3.8.1 ; python_version >= "3.10" and python_version < "4.0" \
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numexpr==2.8.4 ; python_version >= "3.10" and python_version < "4.0" \
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openapi-schema-pydantic==1.2.4 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:3e22cf58b74a69f752cc7e5f1537f6e44164282db2700cbbcd3bb99ddd065196 \
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openpyxl==3.1.2 ; python_version >= "3.10" and python_version < "4.0" \
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overrides==7.3.1 ; python_version >= "3.10" and python_version < "4.0" \
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packaging==23.1 ; python_version >= "3.10" and python_version < "4.0" \
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pandas==2.0.3 ; python_version >= "3.10" and python_version < "4.0" \
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pandoc==2.3 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:e772c2c6d871146894579828dbaf1efd538eb64fc7e71d4a6b3a11a18baef90d
pcodedmp==1.2.6 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:025f8c809a126f45a082ffa820893e6a8d990d9d7ddb68694b5a9f0a6dbcd955 \
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pdf2image==1.16.3 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:74208810c2cef4d9e347769b8e62a52303982ddb4f2dfd744c7ab4b940ae287e \
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pdfminer-six==20221105 ; python_version >= "3.10" and python_version < "4.0" \
--hash=sha256:1eaddd712d5b2732f8ac8486824533514f8ba12a0787b3d5fe1e686cd826532d \
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pillow==10.0.0 ; python_version >= "3.10" and python_version < "4.0" \
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plumbum==1.8.2 ; python_version >= "3.10" and python_version < "4.0" \
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ply==3.11 ; python_version >= "3.10" and python_version < "4.0" \
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posthog==3.0.1 ; python_version >= "3.10" and python_version < "4.0" \
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protobuf==4.23.4 ; python_version >= "3.10" and python_version < "4.0" \
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pulsar-client==3.2.0 ; python_version >= "3.10" and python_version < "4.0" \
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pycparser==2.21 ; python_version >= "3.10" and python_version < "4.0" \
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pydantic==1.10.11 ; python_version >= "3.10" and python_version < "4.0" \
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pymupdf==1.22.5 ; python_version >= "3.10" and python_version < "4.0" \
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pypandoc==1.11 ; python_version >= "3.10" and python_version < "4.0" \
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pyparsing==2.4.7 ; python_version >= "3.10" and python_version < "4.0" \
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pyreadline3==3.4.1 ; sys_platform == "win32" and python_version >= "3.10" and python_version < "4.0" \
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python-dateutil==2.8.2 ; python_version >= "3.10" and python_version < "4.0" \
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python-docx==0.8.11 ; python_version >= "3.10" and python_version < "4.0" \
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python-dotenv==1.0.0 ; python_version >= "3.10" and python_version < "4.0" \
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python-magic==0.4.27 ; python_version >= "3.10" and python_version < "4.0" \
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python-pptx==0.6.21 ; python_version >= "3.10" and python_version < "4.0" \
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pytz==2023.3 ; python_version >= "3.10" and python_version < "4.0" \
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pywin32==306 ; platform_system == "Windows" and platform_python_implementation != "PyPy" and python_version >= "3.10" and python_version < "4.0" \
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pyyaml==6.0 ; python_version >= "3.10" and python_version < "4.0" \
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red-black-tree-mod==1.20 ; python_version >= "3.10" and python_version < "4.0" \
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regex==2023.6.3 ; python_version >= "3.10" and python_version < "4.0" \
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rtfde==0.0.2 ; python_version >= "3.10" and python_version < "4.0" \
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safetensors==0.3.2 ; python_version >= "3.10" and python_version < "4.0" \
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scipy==1.9.3 ; python_version >= "3.10" and python_version < "4.0" \
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sentence-transformers==2.2.2 ; python_version >= "3.10" and python_version < "4.0" \
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sentencepiece==0.1.99 ; python_version >= "3.10" and python_version < "4.0" \
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six==1.16.0 ; python_version >= "3.10" and python_version < "4.0" \
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sniffio==1.3.0 ; python_version >= "3.10" and python_version < "4.0" \
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soupsieve==2.4.1 ; python_version >= "3.10" and python_version < "4.0" \
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sqlalchemy==2.0.18 ; python_version >= "3.10" and python_version < "4.0" \
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starlette==0.27.0 ; python_version >= "3.10" and python_version < "4.0" \
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sympy==1.12 ; python_version >= "3.10" and python_version < "4.0" \
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tabulate==0.9.0 ; python_version >= "3.10" and python_version < "4.0" \
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tenacity==8.2.2 ; python_version >= "3.10" and python_version < "4.0" \
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threadpoolctl==3.2.0 ; python_version >= "3.10" and python_version < "4.0" \
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tokenizers==0.13.3 ; python_version >= "3.10" and python_version < "4.0" \
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torch==2.0.1 ; python_version >= "3.10" and python_version < "4.0" \
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torchvision==0.15.2 ; python_version >= "3.10" and python_version < "4.0" \
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tqdm==4.65.0 ; python_version >= "3.10" and python_version < "4.0" \
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transformers==4.31.0 ; python_version >= "3.10" and python_version < "4.0" \
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typing-extensions==4.7.1 ; python_version >= "3.10" and python_version < "4.0" \
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typing-inspect==0.9.0 ; python_version >= "3.10" and python_version < "4.0" \
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tzdata==2023.3 ; python_version >= "3.10" and python_version < "4.0" \
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tzlocal==5.0.1 ; python_version >= "3.10" and python_version < "4.0" \
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unstructured==0.8.0 ; python_version >= "3.10" and python_version < "4.0" \
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urllib3==2.0.3 ; python_version >= "3.10" and python_version < "4.0" \
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uvicorn[standard]==0.22.0 ; python_version >= "3.10" and python_version < "4.0" \
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uvloop==0.17.0 ; (sys_platform != "win32" and sys_platform != "cygwin") and platform_python_implementation != "PyPy" and python_version >= "3.10" and python_version < "4.0" \
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watchfiles==0.19.0 ; python_version >= "3.10" and python_version < "4.0" \
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websockets==11.0.3 ; python_version >= "3.10" and python_version < "4.0" \
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win-unicode-console==0.5 ; platform_system == "Windows" and platform_python_implementation != "PyPy" and python_version >= "3.10" and python_version < "4.0" \
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xlrd==2.0.1 ; python_version >= "3.10" and python_version < "4.0" \
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xlsxwriter==3.1.2 ; python_version >= "3.10" and python_version < "4.0" \
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yarl==1.9.2 ; python_version >= "3.10" and python_version < "4.0" \
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