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Generative AI Application Integration Patterns

You're reading from   Generative AI Application Integration Patterns Integrate large language models into your applications

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Product type Paperback
Published in Sep 2024
Publisher Packt
ISBN-13 9781835887608
Length 218 pages
Edition 1st Edition
Languages
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Authors (2):
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Luis Lopez Soria Luis Lopez Soria
Author Profile Icon Luis Lopez Soria
Luis Lopez Soria
Juan Pablo Bustos Juan Pablo Bustos
Author Profile Icon Juan Pablo Bustos
Juan Pablo Bustos
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Toc

Table of Contents (13) Chapters Close

Preface 1. Introduction to Generative AI Patterns 2. Identifying Generative AI Use Cases FREE CHAPTER 3. Designing Patterns for Interacting with Generative AI 4. Generative AI Batch and Real-Time Integration Patterns 5. Integration Pattern: Batch Metadata Extraction 6. Integration Pattern: Batch Summarization 7. Integration Pattern: Real-Time Intent Classification 8. Integration Pattern: Real-Time Retrieval Augmented Generation 9. Operationalizing Generative AI Integration Patterns 10. Embedding Responsible AI into Your GenAI Applications 11. Other Books You May Enjoy
12. Index

Preface

More than five years ago, before the widespread adoption of generative AI, we were searching for new ways to enhance application development and user experiences. A few years later, we found ourselves deeply immersed in the world of generative AI, which has opened countless possibilities for innovation. Before discovering the transformative potential of this technology, we, the authors, explored various machine learning techniques, experimenting with different models and reading countless research papers. With generative AI, we found more than just a powerful tool; we discovered a new paradigm that is reshaping how we approach software development and problem-solving.

This book is about sharing the excitement and insights we have gained while exploring and implementing generative AI solutions. It is intended to guide you through the wide world of generative AI applications, with a focus on practical design patterns and real-world implementations. We will cover concepts ranging from basic to advanced, taking you on a journey like the one I experienced while learning to harness the power of generative AI.

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