mistral_alan_hackathon

To contribute code

Please checkout CONTRIBUTING.md.

Installation

Please run

pip install .

To download/generate RAG dataset

The RAG dataset is based on guidelines from this website website and you must create an account to get the pdf data. For this project several cancer guidelines were manually selected but this could have been scraped with more sophisticated scrapped.

In order to generate the data please run :

bash bash_scripts/generate_rag_dataset.sh

A patient and doctor dataset will be provided rag_dataset_patient.json and rag_dataset_doctor.json.

To Launch the chatbot

Before doing anything please make sure to specify the following API keys necessary for the chatbot :

"MISTRAL_API_KEY"
"TAVILY_API_KEY"
"HF_TOKEN"
"LANGCHAIN_API_KEY"

Launch main.py to get your personal oncology specialized assistant that will help you through your diagnosis !

python main.py1

You can launch the app but there are issue, try it out :

python app.py