Baranwal-47/Ayurvedic-Multi-Modal-RAG-Agent ? reverse-engineered prompt

Build me a full stack Ayurvedic question answering app that lets people ask in English, Hindi, or Sanskrit and get grounded answers with citations from real Ayurvedic PDFs.

I want a chat style website with a clean landing page, a main chat screen, and a developer inspection page where I can see how a query was routed, what was retrieved, what got reranked, and the exact prompt sent to the model. The app should support text answers, table snippets, and image results when the question is about a diagram or figure, and it should show the original scanned figure when possible instead of just describing it.

Please make it work with a backend API that streams answers as they are generated, and make the retrieval smart enough to handle scanned pages, text pages, and mixed layout documents. If you need to check current docs for the libraries involved, go ahead and look them up. I also want the whole thing wired so it can run locally with a separate frontend and backend, plus a simple health check and debug endpoint.