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Building Data-Driven Applications with LlamaIndex

You're reading from   Building Data-Driven Applications with LlamaIndex A practical guide to retrieval-augmented generation (RAG) to enhance LLM applications

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Product type Paperback
Published in May 2024
Publisher Packt
ISBN-13 9781835089507
Length 368 pages
Edition 1st Edition
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Concepts
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Author (1):
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Andrei Gheorghiu Andrei Gheorghiu
Author Profile Icon Andrei Gheorghiu
Andrei Gheorghiu
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Table of Contents (18) Chapters Close

Preface 1. Part 1:Introduction to Generative AI and LlamaIndex
2. Chapter 1: Understanding Large Language Models FREE CHAPTER 3. Chapter 2: LlamaIndex: The Hidden Jewel - An Introduction to the LlamaIndex Ecosystem 4. Part 2: Starting Your First LlamaIndex Project
5. Chapter 3: Kickstarting Your Journey with LlamaIndex 6. Chapter 4: Ingesting Data into Our RAG Workflow 7. Chapter 5: Indexing with LlamaIndex 8. Part 3: Retrieving and Working with Indexed Data
9. Chapter 6: Querying Our Data, Part 1 – Context Retrieval 10. Chapter 7: Querying Our Data, Part 2 – Postprocessing and Response Synthesis 11. Chapter 8: Building Chatbots and Agents with LlamaIndex 12. Part 4: Customization, Prompt Engineering, and Final Words
13. Chapter 9: Customizing and Deploying Our LlamaIndex Project 14. Chapter 10: Prompt Engineering Guidelines and Best Practices 15. Chapter 11: Conclusion and Additional Resources 16. Index 17. Other Books You May Enjoy

Summary

This is a final encouragement for the road ahead. Alas, our time together has come to an end, but this is not a conclusion; rather, it is the beginning of a new journey. As you embark on this exciting path, it may initially appear that the road ahead is full of obstacles. However, remember that where there is a will, there is always a way. The knowledge and insights you have gained from this book will serve as essential items in your toolbox, empowering you to navigate the complexities that lie ahead. These concepts and techniques will provide a solid foundation upon which you can build, adapt, and innovate as you encounter new problems and opportunities in the ever-evolving landscape of AI. As you progress on this journey, I urge you to cultivate and maintain a curious mindset.

Curiosity is the fuel that propels us forward, driving us to ask questions, seek answers, and explore uncharted territories. It is through curiosity that we discover new possibilities, uncover hidden...

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