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Replace Data Source #206

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Replace Data Source #206

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NirantK
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@NirantK NirantK commented Apr 18, 2024

Fixes #174

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@NirantK NirantK requested a review from joein April 18, 2024 06:05
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joein commented Apr 18, 2024

there is a magic integer (3072), it should better be replaced with a constant

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Downloading process works

Binary quantization from scratch :

  1. mean accuracy is called recall in the results
  2. Binary conversion section is repeated 3 times

Binary quantization with qdrant :

  1. Quantization does not work in local mode
  2. on_disk does not work in local mode
  3. oversampling = 1.0 is not really useful with the current logic, since it won't bring any new vectors (but just sort already retrieved ones) and the order does not matter with the chosen metric

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Bug: Data downloading does not work in Binary Quantization from Scratch notebook
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