Generative AI Design Patterns | Taschenbuch

Cover: 9798341622661 | Generative AI Design Patterns | Valliappa Lakshmanan (u. a.) | Buch

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Sprache: Englisch

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Beschreibung

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

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

Über den Autor

Valliappa (Lak) Lakshmanan works closely with management teams across a range of enterprises to help them employ data and AI-driven innovation to grow their businesses. Previously, he was the Director for Data Analytics and AI Solutions on Google Cloud and a Research Scientist at NOAA. He co-founded Google's Advanced Solutions Lab and is the author of several O'Reilly books and Coursera courses. He was elected a Fellow of the American Meteorological Society (the highest honor offered by the AMS) for pioneering machine learning algorithms in severe weather prediction.

Erscheinungsjahr:	2025
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	Einband - flex.(Paperback)
ISBN-13:	9798341622661
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Lakshmanan, Valliappa Hapke, Hannes
Hersteller:	O'Reilly Media
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	231 x 173 x 30 mm
Von/Mit:	Valliappa Lakshmanan (u. a.)
Erscheinungsdatum:	31.10.2025
Gewicht:	0,876 kg