RAGAS — AI Glossary

RAGAS is an open-source evaluation framework for retrieval-augmented generation systems. It decomposes RAG quality into four primary metrics: faithfulness (does the answer stick to the retrieved context), answer relevance (does the answer address the question), context precision (how useful were the retrieved documents), and context recall (were all relevant documents retrieved).