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Generative AI with LangChain

You're reading from   Generative AI with LangChain Build large language model (LLM) apps with Python, ChatGPT, and other LLMs

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781835083468
Length 368 pages
Edition 1st Edition
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Author (1):
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Ben Auffarth Ben Auffarth
Author Profile Icon Ben Auffarth
Ben Auffarth
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Table of Contents (13) Chapters Close

Preface 1. What Is Generative AI? 2. LangChain for LLM Apps FREE CHAPTER 3. Getting Started with LangChain 4. Building Capable Assistants 5. Building a Chatbot Like ChatGPT 6. Developing Software with Generative AI 7. LLMs for Data Science 8. Customizing LLMs and Their Output 9. Generative AI in Production 10. The Future of Generative Models 11. Other Books You May Enjoy
12. Index

Preface

In the dynamic and rapidly advancing field of AI, generative AI stands out as a disruptive force poised to transform how we interact with technology. This book is an expedition into the intricate world of large language models (LLMs) – the powerful engines driving this transformation – designed to equip developers, researchers, and AI aficionados with the knowledge needed to harness these tools.

Venture into the depths of deep learning, where unstructured data comes alive, and discover how LLMs like GPT-4 and others are carving a path for AI’s impact on businesses, societies, and individuals. With the tech industry and media abuzz with the capabilities and potential of these models, it’s an opportune moment to explore how they function, thrive, and propel us toward future horizons.

This book serves as your compass, pointing you toward understanding the technical scaffolds that uphold LLMs. We provide a prelude to their vast applications, the elegance of their underlying architecture, and the powerful implications of their existence. Written for a diverse audience, from those taking their first steps in AI to seasoned developers, the text melds theoretical concepts with practical, code-rich examples, preparing you to not only grasp LLMs intellectually but to also apply them inventively and responsibly.

As we embark on this journey together, let us prime ourselves to shape and be shaped by the generative AI narrative that’s unfolding at this very moment–a narrative where you, armed with knowledge and foresight, stand at the forefront of this exhilarating technological evolution.

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