AkashKhulpe5/MEDAssist_AI ? reverse-engineered prompt

Build me a healthcare AI copilot that helps hospital staff ask questions about uploaded medical documents, patient and billing records, and scanned images in one chat interface.

I want a Streamlit front end, a FastAPI backend, and an agent based workflow that can route each question to the right helper, like document search, structured database lookup, or image and OCR handling. It should keep conversations tied to a session, remember chat history, and show sourced answers instead of guessing. Please include document upload for PDF and DOCX files, semantic search over those files, and a clean way to inspect basic health and execution logs. If you need to look up current docs for the libraries, go ahead and do that.