Your question is Evaluate RAG Before and After Launch. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You are preparing to ship a RAG system and a general LLM application, and the team wants a clear evaluation plan for both offline testing and production monitoring. You need to show how you would assess answer quality, retrieval quality, hallucination risk, and whether a new version actually improves user outcomes after release.
How would you evaluate a RAG system and an LLM application before and after deployment?