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

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Marque : GENERIC
Vendu par HEAVENBOOKS.MA

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 a...

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Description produit

Marque
GENERIC
Titre
Generative AI Design Patterns: Solutions to Common Challenges When Building GenAI Agents and Applications
Éditeur
O'Reilly Media
Type de produit
paperback
Présentation du livre
paperback
Date de sortie
11/11/2025 12:00:00 AM
Langue d'origine
English
ISBN
532289706
Nombre de pages
506 pages
Langue
English
Résumé
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 Read more
Auteur
Valliappa Lakshmanan, Hannes Hapke
Date de parution
11/11/2025 12:00:00 AM