Classic RAG Limitations Explained

Analytics Vidhya · Intermediate ·🔍 RAG & Vector Search ·5d ago
Description: In this video, you will get a deep understanding of how classic Retrieval-Augmented Generation (RAG) works and exactly where it fails in real-world applications. What you will learn: The complete classic RAG flow step by step What multi-hop query failures are and why they happen How chunk loss affects retrieval quality How ambiguity in queries breaks classic RAG systems Why these limitations make Graph RAG necessary This is the foundation you need before building any Graph RAG system. If you have ever wondered why your RAG chatbot gives wrong or incomplete answers, this video …
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