Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Generative AI Application Integration Patterns

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

Arrow left icon
Product type Paperback
Published in Sep 2024
Publisher Packt
ISBN-13 9781835887608
Length 218 pages
Edition 1st Edition
Languages
Arrow right icon
Authors (2):
Arrow left icon
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
Arrow right icon
View More author details
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

Summary

This chapter explored the intricacies of evaluating potential use cases for GenAI, equipping you with the tools to discern optimal applications for this transformative technology. By examining different viewpoints and criteria, we’ve established a framework to determine whether a given use case aligns with GenAI’s strengths and limitations.

The key takeaways are as follows:

  • At the heart of every successful GenAI implementation lies clear and demonstrable business value. Ask yourself how GenAI will directly enhance your current operations, unlock new revenue streams, or improve customer experience. Without a tangible benefit, the technology itself holds little merit.
  • We identified two broad categories of use cases where GenAI shines: comprehension and generation. Comprehension focuses on analyzing and extracting meaning from data, while generation leverages that understanding to produce entirely new content. Consider which category your use...
You have been reading a chapter from
Generative AI Application Integration Patterns
Published in: Sep 2024
Publisher: Packt
ISBN-13: 9781835887608
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at €18.99/month. Cancel anytime