Ragas is an open-source Python evaluation framework for LLM and RAG (retrieval-augmented generation) applications. It provides metrics, experiments, dataset management, and integrations with LangChain and LlamaIndex. Ragas is delivered as a Python library, not a hosted REST API. - View it on GitHub