AI Infrastructure
The RAG Triad & Hallucination Metrics: Context Relevance, Groundedness & Faithfulness
Measure and eliminate RAG hallucinations with TruLens metrics: evaluate query-to-context, context-to-answer, and answer relevance.
3 min
The Three Core RAG Triad Metrics
1. Context Relevance: Does retrieved context actually address the user query? 2. Groundedness / Faithfulness: Is the generated answer 100% supported by retrieved facts? 3. Answer Relevance: Does the generated response directly answer the prompt without evasiveness?