Ragas

用于评估 RAG 和 LLM 应用质量的工具,可帮助衡量检索与回答表现。

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Ragas is an open source framework for testing and evaluating LLM applications. Ragas provides metrics , synthetic test data generation and workflows for ensuring the quality of your application while development and also monitoring it's quality in production.