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Uses a more precise second-stage ranker on a bounded candidate set while accounting for latency, cost, and authorization.
Chooses retrieval for ambiguous knowledge search while keeping authoritative structured operations behind deterministic services.
Uses hierarchy and adjacency to recover context that flat chunks lose while avoiding indiscriminate document expansion.