Post

@codey.bsky.social

I always struggle with finding the right icon, so I built semantic search into our icon picker @sanity.io ✨ No more time spent trying to remember if the icon is called `create-user` or `add-person` 😮‍💨

2/7/26, 8:57 pm1 repost6 likes

Cody

@codey.bsky.social

2 July

Try it icons.sanity.dev, it was done using our own platform APIs for analyzing images + creating embeddings github.com/sanity-io/ic...

icons.sanity.dev@sanity/icons

claas

@claas.dev

3 July

Now I need this for emojis! 😆

Jarvin

@animaznman.bsky.social

2 July

How did you go about making a model for semantic retrieval?

Cody

@codey.bsky.social

2 July

Full setup here github.com/sanity-io/ic... I’ll blog about it later and give a step by step 🙌

github.comSemantic icon search via Sanity Dataset Embeddings by stipsan · Pull Request #194 · sanity-io/iconsWhat Replaces the showcase's name-only icon filter with hybrid semantic search powered by Sanity's own products (Dataset Embeddings + Agent Actions), so natural queries work: "create p...

Cody

@codey.bsky.social

2 July

*I* didn’t, I just used this API that our AI team is managing: www.sanity.io/docs/content... "The embedding model is managed by Sanity and may be updated for optimized performance. When this happens, your dataset will be recomputed automatically."

sanity.ioDataset Embeddings | Sanity DocsSearch your Content Lake by meaning, not just keywords.