Repository for the course INFO-H512 current trends of AI.
Purpose : use Large Language model to answer questions from the Statutes and Internal Rules of the Association des Cercles Etudiants.
This project is hosted on Streamlit Community Cloud at the address : chat-ace.streamlit.app
Alternatively, you can also run it locally by following the instructions. However, this solution requires some API keys.
Get an OpenAI, an HuggingFace and a Replicate API keys and write them in a file .streamlit/secrets.toml. The OpenAI's API key is required, else the embeddings cannot be retrieved. If the HuggingFace's or Replicate's API is missing, then the associate Language Model will not be usable.
export OPENAI_API_KEY='sk-XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX'
export API_KEY_HuggingFace='hf_YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY'
export REPLICATE_API_TOKEN = r8_ZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZZ'
Install the requirements :
pip install -r requirements.txt
After install streamlit, run the app using
streamlit run chatACE.py
You can then access to http://localhost:8501/ from your navigator.
Page Teste-moi
Page Explications - Explanations
Page chatACE (main page)
