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The Azure Cloud Native Architecture Mapbook - Second Edition
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This chapter is arguably the most challenging, given the inherently complex and fast-evolving nature of AI, making it difficult to provide insights that will remain relevant over time. To address this, we will concentrate on foundational concepts that are less likely to undergo significant changes in the months and years ahead. This should help guide your future design decisions.
We will begin by distinguishing between generative and non-generative AI (traditional), highlighting scenarios where traditional AI remains the appropriate choice. We will then shift our focus to Generative AI (GenAI), exploring both well-established patterns and emerging but future-proof ones.
More specifically, we’ll look at the following topics:
Our use case will focus on the design aspects, as any provided code would likely become outdated...