RAG Evaluation Metrics

Measure RAG quality across retrieval (hit rate, MRR, NDCG) and generation (faithfulness, answer relevance). Build eval suites with RAGAS, TruLens, and DeepEval.

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6

Lessons

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Code Examples

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Lessons in This Skill

Work through these 6 lessons in order, or jump to whichever topic you need most.

Retrieval Metrics: Recall, MRR, NDCG

Intermediate

Measuring Faithfulness to Context

Intermediate

Answer Relevance Scoring

Intermediate

Building Evals with RAGAS

Advanced

Generating Synthetic Test Sets

Advanced

RAG Regression Testing

Intermediate