Ragas: Automated Evaluation of Retrieval Augmented Generation

Shahul Es, Jithin James, Luis Espinosa-Anke +1

We introduce Ragas (Retrieval Augmented Generation Assessment), a framework for reference-free evaluation of Retrieval Augmented Generation (RAG) pipelines. RAG systems are compose…