RAG Retrieval Metrics Explained: Recall, Precision, MRR & NDCG

Description

Evaluating a RAG system goes beyond just testing outputs. You need to measure retrieval quality using metrics like Recall@K, Precision@K, Mean Reciprocal Rank (MRR), and NDCG. This short gives you a quick breakdown of each metric and why they matter for building reliable RAG pipelines. Full tutorial 👉 https://www.youtube.com/watch?v=vT-DpLvf29Q #RAG #RetrievalAugmentedGeneration #LLM #AIMetrics #VectorSearch #GenAI #MachineLearning #AIEngineering #LLMOps #MLOps #NLP #SemanticSearch #AITutorial #PrecisionRecall #NDCG #MRR #RAGPipeline #AIForDevelopers #GenerativeAI #KodeKloud