Visualising vector embeddings in the browser

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3D visualizations and 2D plots can be a useful tool for debugging semantic search applications. To address some strange results from my app built with the Ada embeddings model, I decided to create such visualisations.

VectoSphere

Since I believe this project may be helpful to others, I am sharing it here. As long as people find it useful, I plan to continue adding new features.

Please let me know if you find this helpful or if you have any suggestions or requests.

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Great job!
Is this an open source project and if so, would you mind sharing a link?

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Did my own OSS implementation, code available @ GitHub - stephanj/embeddings-visualization

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Thanks! Over the past week or two, I’ve been working on making it easier to use, since it now only serves for testing my own projects. If sharing it would benefit others, I’m open to that. Do you have any suggestions or specific features you’d like to see?