RAGAS
Open SourceFramework 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