Using Amazon Bedrock - Gondosubroto, Renaldi

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Biographie:

RENALDI GONDOSUBROTO is an AWS Community Builder, an accomplished software engineer with over a decade of architecting solutions on AWS, and a developer advocate in the tech community. He currently holds all 14 AWS certifications. He has extensive experience developing AI solutions for small and large enterprises....

Sommaire:

Introduction xxi

Part 1 Introduction to Your New Generative AI Playground 1

Chapter 1 Introduction to Generative AI on AWS 3

Chapter 2 Prompt Engineering with Foundational Models on AWS 43

Part 2 Core Generative AI on AWS 87

Chapter 3 Building Applications with the Amazon Bedrock API 89

Chapter 4 Working with Multimodal Foundational Models 133

Chapter 5 Fine-Tuning Foundational Models on AWS 183

Chapter 6 Performing Retrieval-Augmented Generation on AWS 225

Chapter 7 Optimizing Performance for Foundational Models 265

Part 3 Advancing the Building Blocks of Generative AI 309

Chapter 8 Security and Privacy for Deploying Generative AI Architectures on AWS 311

Chapter 9 Building End-to-End Applications with Generative AI 363

Chapter 10 Sustainability and Scalability with Amazon Bedrock 405

Appendix A Configuring Your AWS Account 433

Appendix B Installing Python, Jupyter Notebook, and LangChain 439

Index 443