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Vector Search #9032
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May 11, 2024
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ref #9032 Signed-off-by: Lloyd-Pottiger <[email protected]> Co-authored-by: JaySon-Huang <[email protected]> Co-authored-by: ti-chi-bot[bot] <108142056+ti-chi-bot[bot]@users.noreply.github.com>
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ref #9032 Co-authored-by: JaySon-Huang <[email protected]> Co-authored-by: ti-chi-bot[bot] <108142056+ti-chi-bot[bot]@users.noreply.github.com>
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ref #9032 *: Vector Data types and Functions Support parsing vector data type written by TiDB Support basic functions for vector data type: CastVectorAsText, VecDims, VecL1Distance, VecL2Distance, VecL2Norm, VecCosineDistance, VecNegativeInnerProduct Signed-off-by: Lloyd-Pottiger <[email protected]> Co-authored-by: Lloyd-Pottiger <[email protected]> Co-authored-by: JaySon-Huang <[email protected]>
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ref #9032 storage: Use mmap to view vector index Signed-off-by: Lloyd-Pottiger <[email protected]> Co-authored-by: JaySon-Huang <[email protected]>
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ref #9032 storage: Add vector search metrics Signed-off-by: Wish <[email protected]> Co-authored-by: Wenxuan <[email protected]>
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ref #9032 Signed-off-by: “EricZequan” <[email protected]> Co-authored-by: JaySon <[email protected]>
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ref #9032 Signed-off-by: Wish <[email protected]> Co-authored-by: Wenxuan <[email protected]> Co-authored-by: JaySon <[email protected]>
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ref #9032 Signed-off-by: Wish <[email protected]> Co-authored-by: Wenxuan <[email protected]> Co-authored-by: JaySon <[email protected]> Co-authored-by: ti-chi-bot[bot] <108142056+ti-chi-bot[bot]@users.noreply.github.com>
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ref #9032 *: use SimSIMD for vectors Signed-off-by: Lloyd-Pottiger <[email protected]>
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ref #9032 storage: Add system.dt_local_indexes Signed-off-by: Lloyd-Pottiger <[email protected]>
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ref #9032 Signed-off-by: Lloyd-Pottiger <[email protected]> Co-authored-by: Lloyd-Pottiger <[email protected]>
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ref #9032 Fix ANNIndexInfo is not utilized when TiDB specifies it Signed-off-by: Wish <[email protected]> Co-authored-by: JaySon-Huang <[email protected]>
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…9534) ref #9032 Signed-off-by: Lloyd-Pottiger <[email protected]> Co-authored-by: ti-chi-bot[bot] <108142056+ti-chi-bot[bot]@users.noreply.github.com>
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…9546) ref #9032 Signed-off-by: Lloyd-Pottiger <[email protected]> Co-authored-by: ti-chi-bot[bot] <108142056+ti-chi-bot[bot]@users.noreply.github.com>
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ref #9032 Storages: refactor DMFile vector search Signed-off-by: Lloyd-Pottiger <[email protected]> Co-authored-by: ti-chi-bot[bot] <108142056+ti-chi-bot[bot]@users.noreply.github.com>
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…9547) ref #9032 Signed-off-by: Lloyd-Pottiger <[email protected]>
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…ingcap#9547) ref pingcap#9032 Signed-off-by: Lloyd-Pottiger <[email protected]>
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Enhancement
Support Vector Search.
TiDB tracking issue: pingcap/tidb#54245
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