System Design AI
Explore designs

Design preview

Design an Embedding Generation and Indexing Pipeline

Embed a billion chunks on GPUs, keep a k-NN index fresh through CDC with versioned writes and provable deletes, and migrate models blue-green: one-hour boards for junior, senior and staff, with the theory behind them.

ai-infraembeddingsvector-searchbatch-inferenceawsinterview-board

Shared by System Design AIOfficial

Outline of the design layout

Explore the complete design

Open the diagram and design notes, discuss trade-offs with the community, or make a private copy to build with Coach.

Checking your sign-in…