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Free tool

Embeddings Explorer

See how a model "understands" text. Enter a few lines and get a live cosine-similarity heatmap and a 2-D map of where each line lands. The embedding model downloads once and runs entirely in your browser — your text is never uploaded.

100% in your browser. The all-MiniLM-L6-v2 model (~25 MB) downloads once from the Hugging Face CDN and runs locally — your text never touches our servers.

2-D map (PCA) — closer dots mean more similar meaning

Run to see the map
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Embeddings Explorer — See How Text Clusters, In Your Browser · PlayCISO