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[SVS] Add Tiered SVS index implementation #631
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* Add CPU detection for SVS * Add MKL installation for SVS shared library
This reverts commit 1a10a0a.
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This reverts commit 7b9c5ad.
Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #631 +/- ##
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- Coverage 96.25% 95.48% -0.78%
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Files 107 113 +6
Lines 5772 6776 +1004
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+ Hits 5556 6470 +914
- Misses 216 306 +90 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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disable skipping
This reverts commit 79c5682.
* 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
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Implemented Tiered version of Scalable Vector Search index (
TieredSVSIndex
)Main objects this PR modified
TieredSVSIndex
TieredSVSIndex
TODO: