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

Product type Paperback

Published in Jul 2024

Publisher Packt

ISBN-13 9781803247281

Length 384 pages

Edition 1st Edition

Tools

AWS

Concepts

Artificial Intelligence

Authors (2):

Shikhar Kwatra

Bunny Kaushik

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Table of Contents (18) Chapters

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

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Technical requirements

For this chapter, you’ll need to have access to an Amazon Web Services (AWS) account. If you don’t have one already, you can go to https://aws.amazon.com/getting-started/ and create one.

Once you’ve done this, you’ll need to install and configure the AWS CLI (https://aws.amazon.com/cli/) as you’ll need this to access Amazon Bedrock FMs from your local machine. Since the majority of the code blocks that we will execute are based on Python, setting up an AWS Python SDK (Boto3) (https://docs.aws.amazon.com/bedrock/latest/APIReference/welcome.html) would be beneficial. You can set up Python by installing it on your local machine, or using AWS Cloud9, or utilizing AWS Lambda, or leveraging Amazon SageMaker.

Note

There will be a charge associated with invocating and customizing the FMs of Amazon Bedrock. Please refer to https://aws.amazon.com/bedrock/pricing/ to learn more.

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Table of Contents (18) Chapters