Cohere launches Cohere Sketch: a vector-store model optimized for UI retrieval and re-use

AI · 4 min read

Cohere unveiled Cohere Sketch, a vector-store-powered model that specializes in retrieving UI patterns and recommending reusable components from an organization's design corpus. Designers can query by intent ("compact checkout flow with one-handed use") and receive ranked examples plus modification suggestions.

Sketch supports semantic searches across annotated screenshots, component code, and documentation, returning snippets that include usage metadata—contrast ratios, touch target sizes, and localization notes. Cohere also introduced a 'pattern similarity' API that teams can use to detect duplicate or near-duplicate components in large design systems.

The product is offered as a managed service with on-prem options for sensitive projects. Cohere emphasizes that Sketch is meant to complement generative models by anchoring recommendations in an organization's proven components and usage history.