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Vector Search #9032

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breezewish opened this issue May 11, 2024 · 0 comments · Fixed by #9486
Closed

Vector Search #9032

breezewish opened this issue May 11, 2024 · 0 comments · Fixed by #9486
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type/feature-request Categorizes issue or PR as related to a new feature.

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breezewish commented May 11, 2024

Enhancement

Support Vector Search.

TiDB tracking issue: pingcap/tidb#54245

@breezewish breezewish added the type/enhancement The issue or PR belongs to an enhancement. label May 11, 2024
@JaySon-Huang JaySon-Huang added type/feature-request Categorizes issue or PR as related to a new feature. and removed type/enhancement The issue or PR belongs to an enhancement. labels May 11, 2024
ti-chi-bot bot pushed a commit that referenced this issue May 11, 2024
ti-chi-bot bot added a commit that referenced this issue Jul 31, 2024
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>
ti-chi-bot bot pushed a commit that referenced this issue Aug 1, 2024
ti-chi-bot bot added a commit that referenced this issue Aug 12, 2024
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>
ti-chi-bot bot pushed a commit that referenced this issue Aug 21, 2024
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]>
ti-chi-bot bot pushed a commit that referenced this issue Aug 26, 2024
ref #9032

storage: Use mmap to view vector index

Signed-off-by: Lloyd-Pottiger <[email protected]>

Co-authored-by: JaySon-Huang <[email protected]>
ti-chi-bot bot pushed a commit that referenced this issue Aug 26, 2024
ref #9032

storage: Add vector search metrics

Signed-off-by: Wish <[email protected]>

Co-authored-by: Wenxuan <[email protected]>
ti-chi-bot bot pushed a commit that referenced this issue Aug 26, 2024
ref #9032

Signed-off-by: “EricZequan” <[email protected]>

Co-authored-by: JaySon <[email protected]>
ti-chi-bot bot pushed a commit that referenced this issue Aug 27, 2024
ref #9032

Signed-off-by: Wish <[email protected]>

Co-authored-by: Wenxuan <[email protected]>
Co-authored-by: JaySon <[email protected]>
ti-chi-bot bot added a commit that referenced this issue Aug 27, 2024
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>
ti-chi-bot bot pushed a commit that referenced this issue Aug 27, 2024
ref #9032

*: use SimSIMD for vectors

Signed-off-by: Lloyd-Pottiger <[email protected]>
ti-chi-bot bot pushed a commit that referenced this issue Aug 28, 2024
ref #9032

storage: Add system.dt_local_indexes

Signed-off-by: Lloyd-Pottiger <[email protected]>
ti-chi-bot bot added a commit that referenced this issue Sep 29, 2024
…oat32), Nullable(Array(Float32))" (#9490)

ref #9032

Co-authored-by: ti-chi-bot[bot] <108142056+ti-chi-bot[bot]@users.noreply.github.com>
@ti-chi-bot ti-chi-bot bot closed this as completed in 2a198f1 Sep 30, 2024
ti-chi-bot bot pushed a commit that referenced this issue Sep 30, 2024
ti-chi-bot bot pushed a commit that referenced this issue Oct 8, 2024
ref #9032

Fix ANNIndexInfo is not utilized when TiDB specifies it

Signed-off-by: Wish <[email protected]>

Co-authored-by: JaySon-Huang <[email protected]>
ti-chi-bot bot pushed a commit that referenced this issue Oct 10, 2024
ref #9032, close #9505

Storage: Abort adding vector index if encryption enabled
ti-chi-bot bot pushed a commit that referenced this issue Oct 11, 2024
ti-chi-bot bot added a commit that referenced this issue Oct 18, 2024
…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>
ti-chi-bot bot added a commit that referenced this issue Oct 25, 2024
…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>
ti-chi-bot bot added a commit that referenced this issue Oct 28, 2024
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>
ti-chi-bot bot pushed a commit that referenced this issue Oct 31, 2024
yibin87 pushed a commit to yibin87/tiflash that referenced this issue Oct 31, 2024
JaySon-Huang added a commit to JaySon-Huang/tiflash that referenced this issue Nov 1, 2024
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