{"product_id":"generative-ai-design-patterns-solutions-to-common-challenges-when-building-genai-agents-and-applications","title":"Generative AI Design Patterns: Solutions to Common Challenges When Building Genai Agents and Applications","description":"\u003cp\u003eGenerative 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.\u003c\/p\u003e \u003cp\u003eThis 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.\u003c\/p\u003e \u003cul\u003e \u003cli\u003eDesign around the limitations of LLMs\u003c\/li\u003e \u003cli\u003eEnsure that generated content follows a specific style, tone, or format\u003c\/li\u003e \u003cli\u003eMaximize creativity while balancing different types of risk\u003c\/li\u003e \u003cli\u003eBuild agents that plan, self-correct, take action, and collaborate with other agents\u003c\/li\u003e \u003cli\u003eCompose patterns into agentic applications for a variety of use cases\u003c\/li\u003e \u003c\/ul\u003e","brand":"Hannes Hapke, Valliappa Lakshmanan","offers":[{"title":"Paperback","offer_id":47279946301676,"sku":"9798341622661","price":79.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0684\/1791\/3068\/files\/9798341622661.jpg?v=1770277706","url":"https:\/\/allstora.com\/products\/generative-ai-design-patterns-solutions-to-common-challenges-when-building-genai-agents-and-applications","provider":"Allstora","version":"1.0","type":"link"}