{"product_id":"lakshmanan-valliappa-generative-ai-design-patterns-9798341622661","title":"Generative AI Design Patterns","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","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":53769839378774,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/www.momoxbooks.com\/products\/lakshmanan-valliappa-generative-ai-design-patterns-9798341622661","provider":"momoxbooks","version":"1.0","type":"link"}