Generative AI Design Patterns Solutions to Common Challenges When Building GenAI Agents and Applications
Generative AI Design Patterns: Solutions to Common Challenges When Building GenAI Agents and Applications by Valliappa Lakshmanan, Hannes Hapke
English | November 11th, 2025 | ISBN: 9798341622661 | 506 pages | True EPUB (Retail Copy) | 14.25 MB
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
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