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RAGAS

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RAG Assessment: a quantitative technique to evaluate RAG systems. Combines three metrics into a single score: faithfulness (retrieved context justifies the generated answer), context relevance (retrieved context is focused with little irrelevant information), and answer relevance (answer addresses the actual question). Appeals to engineers wanting a scientific approach beyond human up/down votes or LLM-as-critic self-assessment.

category
methodology
concept RAGAS
about
RAGAS is an evaluation method specifically for RAG systems.
Introduced as a quantitative way to evaluate RAG systems.

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