Aussie AI

RAG Optimization Book

Book Excerpt from "RAG Optimization: Accurate and Efficient LLM Applications"

by David Spuler and Michael Sharpe

RAG Optimization Book

Table of Contents

1. Introduction

5. RAG Architecture Optimizations

6. Fine-Tuning vs RAG

7. Prompt Engineering

8. Vector Databases

9. Chunk Optimizations

10. Long RAG, Mini-RAG and Mega-RAG

11. RAG Caching

12. RAG Deployment

13. Reasoning and RAG

14. Advanced RAG Architectures

15. Agentic RAG

17. Research on RAG

Appendix. 500+ LLM Inference Optimization Techniques

• Online: Table of Contents

• PDF: Free PDF book download

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RAG Optimization

RAG Optimization: Accurate and Efficient LLM Applications: new book on RAG architectures:

Smarter RAG
Faster RAG
Cheaper RAG
Agentic RAG
RAG reasoning

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