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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
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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

AWS IAM

Using IAM, you can provide secure access to only designated users or resources to Amazon Bedrock and its capabilities. IAM allows you to create user accounts and assign permissions to those accounts, determining what actions they can perform on specific resources. Here are some of the key points on how IAM works with Amazon Bedrock:

  • Identities: IAM supports various types of identities, including IAM users, groups, and roles. Users represent individual people or applications, groups are collections of users, and roles are assumed by trusted entities to gain temporary access.
  • Authentication: To use Amazon Bedrock securely, you must first prove your identity through authentication. This can be achieved by logging in as an AWS root user, an IAM user, or by assuming an IAM role. Additionally, you can authenticate using external identities, such as SAML (Security Assertion Markup Language) authentication identity providers (IdPs). These external identities are passed...
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