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  "title": "Generative AI Design Patterns. Solutions to Common Challenges When Building GenAI Agents and Applications Valliappa Lakshmanan",
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  "url": "https://www.kolczanksiazek.pl/valliappa-lakshmanan/generative-ai-design-patterns-solutions-to-common-challenges-when-building-genai-agents-and-applications-valliappa-lakshmanan/9798341622630",
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  "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",
  "book": {
    "title": "Generative AI Design Patterns. Solutions to Common Challenges When Building GenAI Agents and Applications Valliappa Lakshmanan",
    "slug": "generative-ai-design-patterns-solutions-to-common-challenges-when-building-genai-agents-and-applications-valliappa-lakshmanan",
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    {
      "name": "Valliappa Lakshmanan",
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      "name": "Hannes Hapke",
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