Valliappa Lakshmanan: Generative AI Design Patterns, Kartoniert / Broschiert
Generative AI Design Patterns
Buch
- Solutions to Common Challenges When Building GenAI Agents and Applications
- Verlag:
- O'Reilly Media, 10/2025
- Einband:
- Kartoniert / Broschiert
- Sprache:
- Englisch
- ISBN-13:
- 9798341622661
- Artikelnummer:
- 12429731
- Umfang:
- 370 Seiten
- Gewicht:
- 876 g
- Maße:
- 231 x 173 mm
- Stärke:
- 30 mm
- Erscheinungstermin:
- 31.10.2025
- Hinweis
-
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
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
Biografie (Valliappa Lakshmanan)
Dr. Valliappa Lakshmanan is an expert in machine intelligence for meteorological applications, and in designing and developing large-scale software systems. He is skilled in communicating technical and non-technical material to diverse audiences. He has studied at the Indian Institute of Technology in Madras, the Ohio State University in Columbus and the University of Oklahoma. Dr. Lakshmanan is currently employed as a Research Scientist at CIMMS, being the technical lead on several software projects and research groups. He also develops automated real-time pattern recognition algorithms and visualization techniques for weather phenomena. He has (co-)written many journal articles.
Valliappa Lakshmanan, Hannes Hapke
Generative AI Design Patterns
Aktueller Preis: EUR 71,87
