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Generative AI System Design — cheat sheet

Generative model systems: smart compose, translation, retrieval-augmented products, image and video generation. Each card is the short version of its full lesson.

How to design a RAG system

How to design an assistant chatbot

How to design smart compose

How to design a machine-translation system

How to design text-to-image generation

How to design text-to-video generation

How to design image captioning

How to design high-resolution image synthesis

How to design a face generator

How to design personalized headshots

How to design an LLM serving system (a vLLM deep dive)