This is a new topic I'm teaching in my class this fall so recording an extra session to go over a new example!
https://github.com/Programming-from-A-to-Z/A2Z-F23/tree/main/08-embeddings
https://github.com/Programming-from-A-to-Z/Save-Embeddings-JSON

https://editor.p5js.org/codingtrain/sketches/AebzAbSpU
https://editor.p5js.org/codingtrain/sketches/9CpF5OVy4
https://editor.p5js.org/codingtrain/sketches/ikGWzG2N6

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The Coding Train

Learn how to cluster sentence embeddings using transformers.js and umap-js. Extract embeddings from sentences and use them for a variety of tasks such as semantic search and similarity analysis. These tools provide powerful capabilities for exploring and analyzing text data.

Clustering Sentence Embeddings with transformers.js and umap-js