RAG Evaluation with RAGAS: Measuring Faithfulness, Context Precision, and Recall in Production

Key takeaways: RAGAS gives you four core metrics that split RAG failures into retrieval vs. generation problems Faithfulness catches hallucinations; Context Recall catches retrieval gaps Most metri