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Install AI related dependencies #113

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@adri adri commented Dec 21, 2022

pgvector for search on embeddings and Elixir Bumblebee.

adri added 2 commits December 21, 2022 10:45
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Instal AI related dependencies
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pgvector for search on embeddings and Elixir Bumblebee.
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Test a search using vectors
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adri commented Dec 21, 2022

So far:

  • Search is rather slow ~200-300ms, making it more useful for recommendations instead of auto complete
  • Results are not great, it's hard to find a good similarity score threshold

Maybe mean_pooling needs to be implemented but testing on embedding similarities with Python didn't show good results either.

@adri adri changed the title Instal AI related dependencies Install AI related dependencies Dec 21, 2022
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