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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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Toc

Table of Contents (18) Chapters Close

Preface 1. Part 1: Amazon Bedrock Foundations
2. Chapter 1: Exploring Amazon Bedrock FREE CHAPTER 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

Extracting Entities and Generating Code with Amazon Bedrock

This chapter uncovers the realm of entity extraction, a crucial technique in NLP. We will explore the intricacies of entity extraction applications, providing a comprehensive understanding of implementing entity extraction using Amazon Bedrock. Through real-world use cases, you will gain insights into the practical applications of entity extraction across various domains.

Furthermore, the chapter will guide you through the exciting world of generative AI for code generation. We will investigate the underlying principles and methodologies that enable AI systems to generate code snippets, functions, and even entire applications. You will learn how to leverage Amazon Bedrock to streamline your development workflows and enhance productivity.

By mastering these techniques, you will be equipped with the knowledge and skills to tackle complex NLP tasks and harness the power of generative AI in your coding endeavors.

The...

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