November 2025
Intermediate to advanced
480 pages
13h 28m
English
Content preview from Using Amazon Bedrock
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Part 3Advancing the Building Blocks of Generative AI
Imagine your AI-powered chatbot fielding thousands of customer queries every hour. It's quick, helpful, and even witty, until one day it reveals personal data that it shouldn't. Or envision a language model integrated into an industrial workflow that inadvertently exposes confidential schematics while processing design documents. These scenarios underscore a critical reality: As generative AI matures and intersects with complex business environments, ensuring security, privacy, and proper governance becomes just as vital as model quality and performance.
But protecting data is only one side of the coin. Organizations increasingly expect AI solutions to be industrial-grade, capable of seamlessly integrating into existing processes, automating tasks, and handling large volumes of specialized information. AWS meets these needs with a variety of tools and services designed to keep generative AI solutions safe, compliant, and scalable. At the same time, advances in cloud-native architectures promise new levels of efficiency, making it easier to orchestrate, monitor, and optimize AI-driven applications in a constantly shifting landscape.
Chapter 8 explores security and privacy considerations for deploying generative AI architectures on AWS. You'll learn how to integrate access control, implement guardrails for Amazon Bedrock, and automate continuous monitoring. Chapter 9 looks at building complex industrial applications, showing ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.