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Optional: Interactive visualization on huggingface #33

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haesleinhuepf opened this issue Dec 12, 2024 · 0 comments
Open

Optional: Interactive visualization on huggingface #33

haesleinhuepf opened this issue Dec 12, 2024 · 0 comments

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@haesleinhuepf
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haesleinhuepf commented Dec 12, 2024

Just an idea: There is a nice blog-post about how to use marimo for interactive visualization of text embedding data + dimensionality reduction and clustering. It also uses a database for storing the data; presumably using a paid service. Hence, the visualization might be more interesting than the data storage. Anyway, it runs in the browser, without need to install anything locally:

Blog post:
https://motherduck.com/blog/MotherDuck-Visualize-Embeddings-Marimo/

Demo:
https://huggingface.co/spaces/marimo-team/motherduck-embeddings-visualizer

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