Lakshmanan V Generative Ai Design Patterns Solutions to Common Challenges 2025
General:
Name: Lakshmanan V Generative Ai Design Patterns Solutions to Common Challenges 2025
Format: pdf
Size: 16.09 MB
Book:
Title: Generative AI Design Patterns (for True Epub)
Author: Valliappa Lakshmanan & Hannes Hapke
Language: angielski
Year: 2025
Subjects: N/A
Publisher: O’Reilly Media, Incorporated
ISBN: 9798341622630
Total pages: 840
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
Download from RapidGator
https://rapidgator.net/file/fa4d3448c432df73983c39ba237fdefb/p57q7lm574zaakxwv101t2.pdf