Ragas library provides metrics and workflows for evaluating retrieval-augmented generation pipelines using groundedness and related scores.
AI SDK Intelligence
Ragas
Exploding Gradients · Optional LLM provider keys.
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Editorial overview
Capabilities
- RAG-oriented evaluation metrics
- Dataset evaluation helpers
- Integrations with common LLM stacks
Limitations
- Metric interpretation needs domain care
- LLM-as-judge costs apply
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