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RAGAS

Open Source
RAG Stack Tools
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Framework for evaluating RAG pipeline performance. Metrics for retrieval and generation quality.

Key Features

  • RAG metrics
  • Automated evaluation
  • Test generation

Pros

  • RAG-specific
  • Industry standard
  • Active development

Cons

  • Requires setup
  • Needs test data

Best Use Cases

RAG evaluationQuality testingCI/CD