Ragas
Ragas.io is an open-source framework designed to evaluate Retrieval-Augmented Generation (RAG) systems by offering reference-free metrics and synthetic test data generation. Its purpose is to help developers assess the quality, relevance, and faithfulness of RAG outputs efficiently, enabling robust and scalable evaluation of LLM-powered applications across diverse domains