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Introduction
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Classroom Contents
Retrieval Augmented Generation Explained for Beginners - RAG in LLMs
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- 1 Introduction
- 2 Introduction to LLMs
- 3 Limitations of LLMs
- 4 Introduction to RAG
- 5 RAG Basics Concepts and Terminology
- 6 Key Components - Retrieval and Generation
- 7 Workflow of RAG
- 8 Applications of RAG
- 9 Hallucinations in RAG
- 10 Steps to implement RAG with LangChain
- 11 Hands-on RAG - Importing Libraries
- 12 Hands-on RAG in detail
- 13 RAG - Summary
