Practice RAG Retrieval Metrics Offline — A Tiny Stdlib Eval Loop (Synthetic Data)

Learning RAG raises a basic question: “I can chat with my docs, but is retrieval improving?” This tiny offline evaluation loop uses synthetic documents, QA gold labels, and a toy lexical retriever. It