RAG Fundamentals and Advanced Techniques Full Course

This course will guide you through the basics of Retrieval-Augmented Generation (RAG), starting with its fundamental concepts and components. You’ll learn how to build a RAG system for chatting with documents, explore advanced techniques, and understand the pitfalls of naive RAG. ✏️ Course created by @vincibits 💻 Code: ⭐️ Contents ⭐️ ⌨️ (0:00:00) Intro ⌨️ (0:02:22) RAG Fundamentals ⌨️ (0:03:21) Components of RAG ⌨️ (0:05:56) RAG Deep Dive ⌨️ (0:07:56) Building a RAG System - Build an Application for Chatting with Our Documents ⌨️ (0:32:52) Using Advanced RAG Techniques - Overview ⌨️ (0:36:07) Naive RAG Overview and Its Pitfalls ⌨️ (0:42:16) Naive RAG Drawbacks Breakdown ⌨️ (0:48:28) Advanced RAG Techniques as the Solution - Query Expa ... #freeCodeCamp 20240801 ea2W8IogX80