1.4M Pixel Art Sprites Now Searchable in Milliseconds via Embeddings

tomaarsen · x · 2026-11-10

Developer calebfahlgren wired up semantic search over 1.4M pixel art sprites, turning an endlessly scrollable asset library into a millisecond-level searchable one, with a live demo available online. tomaarsen amplified it, noting that embeddings-based search has never been more accessible, with plenty of models to choose from.

The project is a nice reference for anyone building image asset search or similarity lookup over large libraries using off-the-shelf embedding models.

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