Uploaded March 2026 | Updated September 2026, 2 weeks ago

---

github code : github.com/krishnaik06/RAG-Tutorials/blob/main/1-rag_evaluation.ipynb
blog link: 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:
👉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