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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

Ensuring Security and Privacy in Amazon Bedrock

GenAI has been making remarkable developments, enabling machines to produce human-like content across various domains, including text, images, and even code. However, there have been concerns about the risks and challenges of using GenAI models and how the data is handled. In this chapter, we are going to look at security, privacy, and Guardrails for Amazon Bedrock.

Ensuring data privacy and security is a top priority in today’s digital landscape, and Amazon Bedrock has implemented robust measures to address this concern. We are going to look at data localization, isolation, and encryption and learn ways to ensure that your data remains within your designated AWS region, never shared nor stored, and protected through robust encryption protocols. Then, we will understand how Amazon Bedrock is integrated with AWS IAM to provide granular control over access privileges, ensuring that only authorized personnel can interact with your...

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