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LLM Evaluation

Context information

Ragas: evaluation loops for LLM applications

Ragas provides evaluation metrics, experiment workflows and test-set generation for language-model applications. Its documentation covers retrieval-augmented generation, agent evaluation and multi-turn conversations. These tools support inspecting application behavior across examples instead of relying only on a single successful interaction.

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Provenance
Ragas project documentation
Updated
2026-11-08T22:15:34.806686Z