Table of Contents

1. Introduction to Large Language Models
2. Introduction to Retrieval-augmented Generation
3. Getting Started with LangChain
4. Fundamentals of Retrieval-augmented Generation
5. Integrating RAG with LangChain
6. Comprehensive Guide to LangChain
7. Introduction to LlamaIndex
8. Building and Optimizing RAG Pipelines with LlamaIndex
9. Advanced Techniques with LlamaIndex
10. Deploying RAG Models in Production
11. Future Trends and Innovations in RAG