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Generative AI with Amazon Bedrock

You're reading from   Generative AI with Amazon Bedrock Build, scale, and secure generative AI applications using Amazon Bedrock

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Product type Paperback
Published in Jul 2024
Publisher Packt
ISBN-13 9781803247281
Length 384 pages
Edition 1st Edition
Tools
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Authors (2):
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Shikhar Kwatra Shikhar Kwatra
Author Profile Icon Shikhar Kwatra
Shikhar Kwatra
Bunny Kaushik Bunny Kaushik
Author Profile Icon Bunny Kaushik
Bunny Kaushik
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Table of Contents (18) Chapters Close

Preface 1. Part 1: Amazon Bedrock Foundations FREE CHAPTER
2. Chapter 1: Exploring Amazon Bedrock 3. Chapter 2: Accessing and Utilizing Models in Amazon Bedrock 4. Chapter 3: Engineering Prompts for Effective Model Usage 5. Chapter 4: Customizing Models for Enhanced Performance 6. Chapter 5: Harnessing the Power of RAG 7. Part 2: Amazon Bedrock Architecture Patterns
8. Chapter 6: Generating and Summarizing Text with Amazon Bedrock 9. Chapter 7: Building Question Answering Systems and Conversational Interfaces 10. Chapter 8: Extracting Entities and Generating Code with Amazon Bedrock 11. Chapter 9: Generating and Transforming Images Using Amazon Bedrock 12. Chapter 10: Developing Intelligent Agents with Amazon Bedrock 13. Part 3: Model Management and Security Considerations
14. Chapter 11: Evaluating and Monitoring Models with Amazon Bedrock 15. Chapter 12: Ensuring Security and Privacy in Amazon Bedrock 16. Index 17. Other Books You May Enjoy

Exploring Amazon Bedrock

People across the globe have been amazed by the potential of generative AI, and industries across the globe are looking to innovate in their organizations and solve business use cases through generative AI.

This chapter will introduce you to a powerful generative AI service known as Amazon Bedrock. We’ll begin by providing an overview of the generative AI landscape. Then, we’ll examine the challenges industries face with generative AI and how Amazon Bedrock addresses those challenges effectively. After, we’ll explore the various foundation models (FMs) that are currently offered by Amazon Bedrock and help you assess which model is suitable for specific scenarios. Additionally, we’ll cover some of Amazon’s additional generative AI capabilities beyond FMs. By the end of this chapter, you will have a solid understanding of Amazon Bedrock’s generative AI offerings, model selection criteria, and the broader generative...

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