Please use the requirements.txt file to download the required modules for python.
Please remember to use a virutal environment.
The front-end is running on a python framework called Streamlit. Run the command streamlit run stream_lit_front_end to
launch the front-end.
The backend used fastapi. Run the command fastapi dev server.py The database_chat_integration.py file in the database_chat module contains the inner works of the llm usage.