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Generative AI Design Patterns
Solutions to Common Challenges When Building Genai Agents and Applications
Valliappa Lakshmanan, Hannes Hapke
Paperback | Engels
€ 89,45
+ 178 punten
Omschrijving
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 are already hard at work compiling a library of tried-and-true design patterns to address the challenges you're likely to encounter when building applications using LLMs and other GenAI models--hallucinations, nondeterministic answers, and knowledge cutoffs among them. You'll find 31 of the most essential here.
Authors Valliappa Lakshmanan and Hannes Hapke codify advances in research and real-world experience into advice that you can readily incorporate into your projects. Each detailed explanation includes a description of the problem, a proven pattern to solve it, an example, and a discussion of potential trade-offs. Whether you read it cover to cover for inspiration or use it as a daily reference, this practical guide will help you troubleshoot whatever problems may arise.
- Design around the limitations of LLMs, such as hallucination and nondeterminism
- Force LLMs to generate text that follows a specific style or grammar
- Maximize creativity while balancing different types of risk
- Extend the capability of an LLM beyond just content creation
- Use patterns together to solve a variety of different use cases
Specificaties
Betrokkenen
- Auteur(s):
- Uitgeverij:
Inhoud
- Aantal bladzijden:
- 496
- Taal:
- Engels
Eigenschappen
- Productcode (EAN):
- 9798341622661
- Verschijningsdatum:
- 18/11/2025
- Uitvoering:
- Paperback
- Formaat:
- Trade paperback (VS)
- Afmetingen:
- 178 mm x 233 mm
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