Details
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New Feature
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Status: Open (View Workflow)
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Major
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Resolution: Unresolved
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None
Description
this is a good chance to rebuild the index when a data set is available all in advance.
Ideas:
- do not rebuild, but relink the graph. see e.g. how Vamana does that (RobustPrune)
- do not select node levels at random, starting from the old graph we can see node distribution and promote nodes that are at the center of their cluster
Attachments
Issue Links
- blocks
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MDEV-39322 randomize vectors in the index when needed
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- Open
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- is blocked by
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MDEV-33408 HNSW for k-ANN vector searches
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- Closed
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- relates to
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MDEV-38929 DISABLE/ENABLE KEYS support for vector indexes to allow batch HNSW construction
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- Open
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MDEV-32887 Vector Search
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- Closed
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MDEV-37009 bulk insert into vector index
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- Open
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