RAGAS 是专注于检索增强生成(RAG)系统评估的开源框架,提供忠实度、答案相关性、上下文相关性等核心指标,帮助开发者量化 RAG 管道的检索与生成质量。它是目前评估 RAG 应用最常用的开源工具之一,社区活跃。 🔗 文档: https://docs.ragas.io | GitHub Stars: 16k+
RAGAS is an open-source framework for evaluating retrieval-augmented generation (RAG) systems, offering core metrics like faithfulness, answer relevance and context relevance to quantify retrieval and generation quality. It has become one of the most widely used open-source tools for assessing RAG pipelines. 🔗 Docs: https://docs.ragas.io | GitHub Stars: 16k+
RAGAS belongs to the Developer Tools category on hedirbase. Tagged with: RAG,evaluation,open source,metrics,LLM.
RAGAS is an open-source framework for evaluating retrieval-augmented generation (RAG) systems, offering core metrics like faithfulness, answer relevance and context relevance to quantify retrieval and