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Building LLM Powered  Applications

You're reading from   Building LLM Powered Applications Create intelligent apps and agents with large language models

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Product type Paperback
Published in May 2024
Publisher Packt
ISBN-13 9781835462317
Length 342 pages
Edition 1st Edition
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Author (1):
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Valentina Alto Valentina Alto
Author Profile Icon Valentina Alto
Valentina Alto
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Table of Contents (16) Chapters Close

Preface 1. Introduction to Large Language Models FREE CHAPTER 2. LLMs for AI-Powered Applications 3. Choosing an LLM for Your Application 4. Prompt Engineering 5. Embedding LLMs within Your Applications 6. Building Conversational Applications 7. Search and Recommendation Engines with LLMs 8. Using LLMs with Structured Data 9. Working with Code 10. Building Multimodal Applications with LLMs 11. Fine-Tuning Large Language Models 12. Responsible AI 13. Emerging Trends and Innovations 14. Other Books You May Enjoy
15. Index

Preface

With this book, we embark upon an exploration of large language models (LLMs) and the transformative paradigm they represent within the realm of artificial intelligence (AI). This comprehensive guide helps you delve into the fundamental concepts, from solid theoretical foundations of these cutting-edge technologies to practical applications that LLMs offer, ultimately converging on the ethical and responsible considerations while using generative AI solutions. This book aims to provide you with a firm understanding of how the emerging LLMs in the market can impact individuals, large enterprises, and society. It focuses on how to build powerful applications powered by LLMs, leveraging new AI orchestrators such as LangChain and uncovering new trends in modern application development.

By the end of this book, you will be able to navigate the rapidly evolving ecosystem of generative AI solutions more easily; plus, you will have the tools to get the most out of LLMs in both your daily tasks and your businesses. Let’s get started!

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