Mastering LLM Chatbots And RAG Evaluation Crash Course

github code : https://github.com/krishnaik06/RAG-Tutorials/blob/main/1-rag_evaluation.ipynb blog link: https://krishcnaik.substack.com/p/a-complete-guide-to-llm-chatbot-evaluation Just 2 weeks left 🚀 The Wait Is Over – Learn AI the MODERN Way in 2026! 🤖🔥 Best for anyone who wants to get started in Gen AI and Agentic AI 🔗 Enroll here: 👉https://www.krishnaik.in/liveclass2/genai?id=9 The way AI is being built in 2026 is completely different from traditional courses. It’s no longer just about theory — it’s about building, deploying, and scaling real-world AI systems. After receiving thousands of requests for a future-ready, industry-driven roadmap, we are officially launching: 💥 Full Stack Generative & Agentic AI Batch 💥 📅 Starts: 15th March 2026 ⏰ Time: 8 PM – 11 PM IST 🗓️ Schedule: Every Saturday & Sunday 📞 Have questions or need guidance? Reach out to Krish Naik's counselling team: +91 91115 33440 +91 84848 37781 Timestamp 00:00:00 Introduction 01:50:03 Evaluation Data Input Creation 00:18:06 Metrics- LLM As A Judge 00:26:18 Running Evaluation On Different Metrics 00:34:15 Rag Evaluation Create DataSet For Rag 00:49:53 RAG Evlauation Metrics