Devyansh008/AI-Cohort ? reverse-engineered prompt

Build me a Python app for an AI interview coach that runs a real technical interview over chat. It should take in a candidate profile and their learning history from the 31 day AI Cohort, then ask one question at a time, adapt the next question based on what they say, and keep the whole session stateful so it can continue across multiple requests.

I want it to feel personalized, so different candidate backgrounds get different interview styles and topics. It should track how many questions have been asked, make sure the interview covers several different days from the cohort material, and only finish after enough turns. At the end, it should return a clear evaluation in JSON with strengths, gaps, and next steps.

Please make it available through a simple API with a health check and session lookup, and include sensible validation, error handling, and tests. If you need to look up current docs online, go ahead.