Research-chatbot / requirements.txt
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# for generate (gradio server) and finetune
datasets==2.13.0
sentencepiece==0.1.99
gradio==3.35.2
huggingface_hub==0.15.1
appdirs==1.4.4
fire==0.5.0
docutils==0.20.1
torch==2.0.1
evaluate==0.4.0
rouge_score==0.1.2
sacrebleu==2.3.1
scikit-learn==1.2.2
alt-profanity-check==1.2.2
better-profanity==0.7.0
numpy==1.24.3
pandas==2.0.2
matplotlib==3.7.1
loralib==0.1.1
bitsandbytes==0.39.0
accelerate==0.20.3
git+https://github.com/huggingface/peft.git@0b62b4378b4ce9367932c73540349da9a41bdea8
transformers==4.30.2
tokenizers==0.13.3
APScheduler==3.10.1
# optional for generate
pynvml==11.5.0
psutil==5.9.5
boto3==1.26.101
botocore==1.29.101
# optional for finetune
tensorboard==2.13.0
neptune==1.2.0
# for gradio client
gradio_client==0.2.7
beautifulsoup4==4.12.2
markdown==3.4.3
# data and testing
pytest==7.2.2
pytest-xdist==3.2.1
nltk==3.8.1
textstat==0.7.3
# pandoc==2.3
#pypandoc==1.11
pypandoc_binary==1.11
openpyxl==3.1.2
lm_dataformat==0.0.20
bioc==2.0
# falcon
einops==0.6.1
instructorembedding==1.0.1
# for gpt4all .env file, but avoid worrying about imports
python-dotenv==1.0.0
text-generation==0.6.0
# for tokenization when don't have HF tokenizer
tiktoken==0.4.0
# optional: for OpenAI endpoint or embeddings (requires key)
openai==0.27.8
# optional for chat with PDF
langchain==0.0.202
pypdf==3.9.1
# avoid textract, requires old six
#textract==1.6.5
# for HF embeddings
sentence_transformers==2.2.2
# local vector db
chromadb==0.3.25
# server vector db
#pymilvus==2.2.8
# weak url support, if can't install opencv etc. If comment-in this one, then comment-out unstructured[local-inference]==0.6.6
# unstructured==0.6.6
# strong support for images
# Requires on Ubuntu: sudo apt-get install libmagic-dev poppler-utils tesseract-ocr libreoffice
unstructured[local-inference]==0.7.4
#pdf2image==1.16.3
#pytesseract==0.3.10
pillow
pdfminer.six==20221105
urllib3
requests_file
#pdf2image==1.16.3
#pytesseract==0.3.10
tabulate==0.9.0
# FYI pandoc already part of requirements.txt
# JSONLoader, but makes some trouble for some users
# jq==1.4.1
# to check licenses
# Run: pip-licenses|grep -v 'BSD\|Apache\|MIT'
pip-licenses==4.3.0
# weaviate vector db
weaviate-client==3.20.0
# optional for chat with PDF
langchain==0.0.202
pypdf==3.9.1
# avoid textract, requires old six
#textract==1.6.5
# for HF embeddings
sentence_transformers==2.2.2
# local vector db
chromadb==0.3.25
# server vector db
#pymilvus==2.2.8
# weak url support, if can't install opencv etc. If comment-in this one, then comment-out unstructured[local-inference]==0.6.6
# unstructured==0.6.6
# strong support for images
# Requires on Ubuntu: sudo apt-get install libmagic-dev poppler-utils tesseract-ocr libreoffice
unstructured[local-inference]==0.7.4
#pdf2image==1.16.3
#pytesseract==0.3.10
pillow
pdfminer.six==20221105
urllib3
requests_file
#pdf2image==1.16.3
#pytesseract==0.3.10
tabulate==0.9.0
# FYI pandoc already part of requirements.txt
# JSONLoader, but makes some trouble for some users
# jq==1.4.1
# to check licenses
# Run: pip-licenses|grep -v 'BSD\|Apache\|MIT'
pip-licenses==4.3.0
# weaviate vector db
weaviate-client==3.20.0
faiss-gpu==1.7.2
arxiv==1.4.7
pymupdf==1.22.3 # AGPL license
# extract-msg==0.41.1 # GPL3