Ragas
Open-source evaluation and testing framework for LLM and RAG applications
Ragas is an open-source Python framework for evaluating and testing LLM applications, with a focus on RAG pipelines. It provides automated metrics like faithfulness, context relevance, context recall, and answer relevancy, plus synthetic test data generation. Integrates with LangChain, LlamaIndex, and other LLM frameworks.
Pricing: Free
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