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279928889
Generative AI Design Patterns: Solutions to Common Challenges When Building Genai Agents and Applications
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279928889
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- 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 LLMsEnsure that generated content follows a specific style, tone, or formatMaximize creativity while balancing different types of riskBuild agents that plan, self-correct, take action, and collaborate with other agentsCompose patterns into agentic applications for a variety of use cases
| Publisher | O'Reilly Media |
| Publication date | 21 Oct. 2025 |
| Language | English |
| Print length | 496 pages |
| ISBN-13 | 979-8341622661 |
| Item weight | 872 g |
| Dimensions | 17.78 x 2.59 x 23.34 cm |
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