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Sembox

A drive with intelligent semantic searching.

For example, when you search for dog, it will bring up pictures, audios, texts... that contain dog.

Built (mostly) during Calhacks 10.0 (2023)

Components

Look at each component for more information

Potential Improvements

  • better models
    • custom summary models (especially text)
      • Currently - size constraints for my hardware
      • Also can get faster inference times with gpu
    • better search model
      • Can be much better - currently, just cosine similarity
  • better ui
    • light theme
    • better metadata display
    • lots of clean up (e.g. Loading)
    • User management

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A drive that semantically searches through files

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