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The RAGAS framework addresses the concept of hallucination by utilizing the 'Faithfulness' metric to ensure generated answers are strictly derived from retrieved context, as described in [1].
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Detect hallucinations for RAG-based systems - AWS aws.amazon.com 1 fact
claimFaithfulness in the RAGAS framework measures whether the generated answer is derived solely from the retrieved context, helping to detect hallucinations.