Handle corner in dynamic index with insufficient valid search results #164
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sufficient results due to deleted vectors and sparse graph connectivity
ibhati
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dian-lun-lin,
Alexsandruss and
ahuber21
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ibhati
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dian-lun-lin
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Aug 8, 2025
dian-lun-lin
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Aug 8, 2025
ahuber21
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Aug 12, 2025
…#164) This PR addresses a rare scenario in dynamic indexes where the search buffer may not be populated with enough results. This typically occurs when a large number of vectors have been deleted, resulting in a sparsely connected graph. To ensure robustness, the buffer is now supplemented with additional results when needed. This is a corner case and is not expected to occur frequently, but handling it improves stability and consistency in edge conditions.
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This PR addresses a rare scenario in dynamic indexes where the search buffer may not be populated with enough results. This typically occurs when a large number of vectors have been deleted, resulting in a sparsely connected graph. To ensure robustness, the buffer is now supplemented with additional results when needed.
This is a corner case and is not expected to occur frequently, but handling it improves stability and consistency in edge conditions.