Ragas

Ragas builds open-source evaluation tooling for LLM applications, with a focus on RAG pipelines. The project provides automated metrics and testing frameworks that help AI engineers measure and improve the quality of their language model systems. Ragas integrates with leading LLM orchestration frameworks and supports both offline evaluation and production monitoring.