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[SVS] Add Tiered SVS index implementation

Open rfsaliev opened this issue 9 months ago • 0 comments

Implemented Tiered version of Scalable Vector Search index (TieredSVSIndex)

  • Vectors moved to backend in 1 background job as a bulk
  • Add basic unit tests for SVS tiered index
  • Add Python binding for SVS Tiered index
  • Backend index synchronized for deleted vectors

Main objects this PR modified

  1. New class TieredSVSIndex
  2. Tiered factory modified to support TieredSVSIndex
  • [x] This PR introduces API changes
  • [ ] This PR introduces serialization changes

TODO:

  • [ ] Uncomment and fix unit tests copy-pasted from HNSW-tiered or remove if not relevant.

rfsaliev avatar Apr 04 '25 16:04 rfsaliev