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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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Table of Contents (13) Chapters Close

Preface 1. Introduction to Generative AI Patterns FREE CHAPTER 2. Identifying Generative AI Use Cases 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

Realizing business value

When assessing opportunities to solve business problems with GenAI, it’s critical that we analyze potential value in business terms – how does this technology shift affect structures, efficiency, competitive positioning, or revenue opportunities in an organization? Merely showcasing sophisticated technical capabilities alone is not enough to show value, as it lacks strategic rigor. Proposed projects should directly address tangible problems or sources of organizational leverage.

As thought leaders seeking executive buy-in, we need to develop skills and methodologies that translate potential productivity gains into compelling business cases, clarifying the return on investment. Specifically, constructing cost avoidance models resonates with executives focused on operational efficiencies and margins.

Quantifying assumptions in terms that the business can understand and measure is an essential step to a successful integration of GenAI into...

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