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v.0.0.4

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@veekaybee veekaybee released this 06 Jul 18:17
· 61 commits to main since this release
da47dee

What's Changed

The previous SBERT all-MiniLM-L6-v2 was not giving great results, so doing a couple of large changes to improve results of the model:

  • Using asymmetric search much more like a search engine would with msmarco-distilroberta-base-v3
  • Including more training data: book author and book review from the original goodreads dataset to pull out semantic meaning in the search results
  • Reconfiguring Redis indexer to write everything as a hash versus having multiple hash lookups
  • Remove Grafana for now - more noise than it's worth
  • Including the author in the resultset
Screenshot 2023-07-05 at 2 20 32 PM Screenshot 2023-07-05 at 2 15 28 PM Screenshot 2023-07-05 at 2 11 58 PM

Full Changelog: v.0.0.3...v.0.0.4