Understanding RAG: Retrieval Augmented Generation in AI

Dive into the fascinating world of Retrieval Augmented Generation (RAG) in AI! In this video, we explore the history, definition, and mechanics of RAG. Discover how RAG enhances the responses of Large Language Models (LLMs) by integrating real-time retrieval of relevant information. We'll also delve into the concepts of embedding and vector databases. Whether you're an AI enthusiast or a curious learner, this video provides clear examples and insightful explanations to help you understand the power and potential of RAG in modern AI technology. Don't miss out on this enlightening journey into AI advancements!
00:00 intro
00:38 History of RAG
01:43 What is RAG
04:10 Solving the problem - The human way
05:40 Solving the problem - The software way
06:56 Embedding
12:00 Vector DB
14:41 Demo
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