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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 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

Index

Symbols

10-K form summarization

use case, defining 94-96

10-K reports 72

business 73

financial data 73

financial statements 73

Management’s Discussion and Analysis (MD&A) 73

reference link 76

risk factors 73

supplementary data 73

A

Anthropic approach, to responsible AI 177, 180

adaptability 178

balanced progress and caution 177

empirical focus 177

ethical deployment 178

interdisciplinary approach 178

responsible scaling 178

safety research, prioritizing 177

safety standards commitment 178

societal impact assessment 178

transparency and collaboration 177

Application Performance Management (APM) tools 159

approaches, to over-indexing

contextual application 165

regulatory collaboration 165

stakeholder engagement 165

transparency and monitoring 165

architecture, RAG-based chatbot system

AI processing layer 126

document corpus management 126

ingestion...

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