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Qdrant under the hood #559

Merged
merged 2 commits into from
Nov 14, 2023
Merged

Qdrant under the hood #559

merged 2 commits into from
Nov 14, 2023

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nickprock
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@nickprock nickprock commented Nov 11, 2023 •
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Description

Fine tuning Qdrant:

  • Hybrid Mode to store vectors: original on disk, quantized in ram
  • Oversampling: in search Qdrant returns more than k quantized vectors and rescore on original vectors. At the end of the process it returns only the best k.
  • file formatted by Black

Related to issue #(issue)

Type of change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update

Checklist:

  • My code follows the style guidelines of this project
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas

@pieroit pieroit merged commit 79c3875 into cheshire-cat-ai:develop Nov 14, 2023
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@nickprock @pieroit