Add 'How this works' expander

Update README: system overview, models, data, API, limitations

UI is now a thin client calling backend /ask

Remove in-process RAG pipeline; UI now calls backend API

Pull FAISS index/chunks from HF dataset repo at runtime

Replace default Streamlit template with medical RAG chat UI

initial commit

Duplicate from streamlit/streamlit-template-space