How to build scalable AI applications

What this post added

This post details best practices for building scalable AI applications, focusing on choosing and implementing AI models, managing data, and developing future-proof infrastructure. It highlights the Vercel AI SDK's flexibility in working with multiple AI providers (OpenAI, Anthropic, Google) and its support for generative UI and multi-modal AI. The post also discusses data cleansing, management, and advanced RAG techniques (multi-modal, dynamic, personalized, explainable RAG). For infrastructure, it emphasizes latency, caching, streaming, scalability, and developer experience, positioning Vercel's Edge Network and streaming serverless functions as solutions for AI workloads.