RAG / PRACTICAL GUIDE

Evaluate retrieval before generation.

RAG fails when evidence is missing, stale, inaccessible, or cited inaccurately. Measure the retriever and answerer independently.

Evaluation sequence

  1. Build questions with gold evidence.
  2. Measure recall and ranking.
  3. Verify filters and permissions.
  4. Score groundedness and citations.
  5. Track freshness and regressions.

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