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Generative AI Design Patterns

By Valliappa Lakshmanan

Generative AI Design Patterns

By Valliappa Lakshmanan

0 - Default Title
Description
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
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
370
Release Date:
2025-11-18
Publication Date:
2025-10-31
Publisher:
O'Reilly Media
Languages:
Original: English
ISBN13:
9798341622661
GPSR Manufacturer Reference:
[email protected]
Weight:
876 g
Height:
173 cm
Width:
231 cm
Thickness:
30 cm
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