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Streamlit chatbot app that can answer questions based on a pdf. see the readme for more information

License: MIT License

Python 91.27% Dockerfile 8.73%
chatbot langchain streamlit all-minilm-l6-v2 embeddings rag transformers falcon-7b openai openai-api

doc-chatbot's Introduction

ChatBot with documents

  • Provide a pdf to this chatbot and ask a question. It answers the question based on the pdf.
  • A javascript restful api is also implemented. go here

Running the app - Method 1

  • Intialize a virtual environment. run python -m venv .venv
  • activate the virtual environment
    • Windows - run .venv/Scripts/activate
    • Linux - run source .venv/bin/activate
  • Install dependencies from requirements.txt. run pip install -r requirements.txt (takes about ~6 minutes)
  • Run the streamlit app. run streamlit run app.py
  • Open localhost:8501 in browser

Running the app - Method 2

  • Install docker from official website and make sure the docker is running
  • run cd other
  • run docker-compose up (takes about ~6 minutes)
  • Open localhost:8501 in browser

doc-chatbot's People

Contributors

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