How to Evaluate RAG Pipelines: MRR, NDCG & Accuracy Metrics (Python Tutorial)

Description

Building a RAG chatbot is easy, but how do you know if it's actually good? In this video, I break down the crucial metrics you need to evaluate Retrieval-Augmented Generation systems and show you how to implement them in Python. What’s Inside: We’ll cover "Retrieval Metrics" (finding the right data) and "Generation Metrics" (answering correctly) using tools like MRR, NDCG, and LLM-as-a-Judge. 🚀 Resources & Code: Get the Source Code: https://github.com/pratikskarnik/rag_evaluation Connect with me: LinkedIn: https://www.linkedin.com/in/pratikskarnik/ #RAG #AI #MachineLearning #Python #LangChain #LLM