Generative AI Design Patterns: Solutions to Common Challenges When Building GenAI Agents and Applications

Author: Lakshmanan, Valliappa

Brand: O'Reilly

Edition: 1

Number Of Pages: 506

EAN: 9798341622661

Release Date: 11-11-2025

Package Dimensions: 9.2 x 7.0 x 1.4 inches

Languages: English

Binding: Paperback

Details: Generative AI enables powerful new capabilities, but they come with some serious limitations that you'll have to tackle to ship a reliable application or agent. Luckily, experts in the field have compiled a library of 32 tried-and-true design patterns to address the challenges you're likely to encounter when building applications using LLMs, such as hallucinations, nondeterministic responses, and knowledge cutoffs.
This book codifies research and real-world experience into advice you can incorporate into your projects. Each pattern describes a problem, shows a proven way to solve it with a fully coded example, and discusses trade-offs. Design around the limitations of LLMs Ensure that generated content follows a specific style, tone, or format Maximize creativity while balancing different types of risk Build agents that plan, self-correct, take action, and collaborate with other agents Compose patterns into agentic applications for a variety of use cases