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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

Designing prompts for Amazon Bedrock models

In this section, we’re going to cover prompt guidance for some of the models available via Amazon Bedrock. We will kick things off with the Anthropic Claude model and provide details around prompt guidance for this. The majority of the learning for prompt guidance can be inherited from Claude models. Furthermore, for the sake of striking a balance between brevity and detail, we will shine a light on the models from Amazon Titan, AI21 Labs, and Stability AI Stable Diffusion. This will sum up our prompt guidance and associated prompt recommendations for invoking Amazon Bedrock models.

Prompting Anthropic Claude 3

Here are some things to keep in mind while prompting the Anthropic Claude 3 model:

  • Assigning a role/persona via prompts: Assigning roles or personas to the Claude models aids in improving model performance in several scenarios, which, in turn, improves the model’s tonality. For instance, you can assign an...
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