nishant-Tiwari24/medical-rag ? reverse-engineered prompt

Build me a local medical question answering app that lets doctors or students ask plain language questions and get answers grounded in real PubMed research, plus any patient records I add. It should run fully on my machine, with no API keys or cloud services, and it should show the sources it used so I can trust where the answer came from.

I want a simple web interface where I can ask a question, add or view patient details, and see a confidence score with each answer. It should search through medical articles and patient notes intelligently, not just match keywords, and it should keep the answers short, factual, and easy to read. If you need current docs or model details, look them up online. Also include a way to run it from the command line for quick testing, and make the first run guide me through setup and data collection clearly.