The gap between a notebook RAG demo and a system that ships: why chunking is the retrieval you never tuned, query rewriting and HyDE, the retrieve-wide rank-narrow pipeline, citation faithfulness and grounding, and the evaluation problem that quietly decides whether any of it works.
Evaluation
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RAG Beyond Toy Demos: Chunking, Reranking, and the Evaluation Problem Nobody Solved