Generative AI Design Patterns: Solutions to Common Challenges When Building Genai Agents and Applications - Valliappa Lakshmanan

nGenerative 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 are already hard at work compiling a library of tried-and-true design patterns to address the challenges you're likely to encounter when building applications using LLMs and other GenAI models--hallucinations, nondeterministic answers, and knowledge cutoffs among them. You'll find 31 of the most essential here.n nAuthors Valliappa Lakshmanan and Hannes Hapke codify advances in research and real-world expe…

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