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Evaluate Retrieval Quality with Ranking Metrics

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Your question is Evaluate Retrieval Quality with Ranking Metrics. Take a moment with it on the right.

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Problem

Scenario

You are reviewing the retrieval layer for an LLM feature that answers user questions from an internal document index. The team wants a clear way to tell whether retrieval is good enough before tuning prompts or generation.

Question

Walk me through how you would evaluate retrieval quality with metrics like recall@k and MRR.