Why Classic RAG Fails & How Graph RAG Solves It

Description: In this video, you will see the exact limitations of the classic RAG system you just built and understand precisely why Graph RAG is needed for this project. What you will learn: A detailed walkthrough of where and why classic RAG fails on the podcast dataset Real output comparisons showing retrieval failures How multi-hop queries, chunk loss, and opinion ambiguity break classic RAG A clear explanation of how Graph RAG addresses each of these failure points The exact improvements you will see when you switch to Graph RAG This video is the bridge between classic RAG and Graph R…