Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
Open RAG Eval is an open-source Python toolkit for evaluating and improving Retrieval Augmented Generation (RAG) pipelines. It provides standard metrics like UMBRELA and AutoNuggetizer, supports custom metrics, and integrates with platforms such as Vectara, LlamaIndex, and LangChain.
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