All lessons
ragas
2 lessons tagged ragas: free, quiz-checked micro-lessons.
AI
intermediateRAG Evaluation in Production: Metrics, Tools, and Cadence
Learn how to systematically evaluate Retrieval-Augmented Generation systems in production using RAGAS, TruLens, and Phoenix — covering golden sets, retrieval drift, embedding drift, and cost-aware eval scheduling.
12 steps·~18 min
AI
advancedEvaluating RAG Pipelines with RAGAS
A rigorous guide to measuring RAG quality using RAGAS metrics — faithfulness, answer relevancy, context precision, and context recall — plus how to build a golden dataset and recognize where automated metrics fall short.
12 steps·~18 min