Rag Evaluation Metrics

Description

How do you know if your RAG actually works? Measure these 3 things... Most people build RAG and never measure it. Three metrics you need. First: retrieval precision. Are the retrieved documents actually relevant? Second: answer faithfulness. Does the answer come from the retrieved context or did the model make it up? Third: answer relevancy. Does the answer actually address the question? Use RAGAS library to measure all three automatically. If you're not measuring, you're guessing. ai, rag, evaluation, metrics, mlops --- 🔔 Subscribe for daily JavaScript & AI tips! 💻 Code examples in every video 🎯 Perfect for interviews and leveling up #JavaScript #AI #RAG #WebDev #Coding #Programming #TechTips