Overview
Define a retrieval contract first: what source quality, freshness, and citation behavior is required for each query type.
Design chunking and metadata strategy around retrieval intent, not document format alone.
Use reranking and answer-grounding checks to reduce irrelevant context leakage.
Continuously monitor retrieval hit quality and answer citation validity with sampled audits.