MemotivaRAG & Vector DB Interview: RAG Evaluation, RAGAS, Faithfulness, Retrieval Metrics

What is answer relevance and how is it measured?

RAG & Vector DB Interview: RAG Evaluation, RAGAS, Faithfulness, Retrieval Metrics

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What is answer relevance and how is it measured?

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Answer relevance measures how well the generated answer addresses the actual question the user asked, separate from whether the answer is correct or grounded. It is often computed by having a language model generate hypothetical questions that the answer could address, then measuring their similarity to the original question. Low answer relevance means the model is answering a different question than asked, often due to misleading retrieved context or prompt issues. High faithfulness with low relevance means the model is technically grounded but off-topic.
docs.ragas.io