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EMBEDDINGS-EXPLAINED5 MIN READ

Explain a stale RAG answer

Explain how stale indexed sources cause outdated RAG answers and propose a freshness fix.

Luis L Support lead 01 Evidence 02 Freshness 03 Fix Outdated policy 30 sec Scenario Luis says, "The assistant told an agent customers have 30 days to return hardware. We changed that to 14 days." The team needs to know whether the failure is generation, retrieval, or source lifecycle. 14 current days 30 stale days quoted

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