Ragas
Open Source
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
Hosting
Pricing
Free, from Free
HQ
🇺🇸 United States
Founded
2023
License
APACHE-2.0
GitHub
12,900 stars
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