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[Feature Request]: Supports tensor data type #1179

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JinHai-CN opened this issue May 7, 2024 · 0 comments
Open
1 task done

[Feature Request]: Supports tensor data type #1179

JinHai-CN opened this issue May 7, 2024 · 0 comments
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@yangzq50
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feature request New feature or request

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@JinHai-CN
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JinHai-CN commented May 7, 2024 •
edited

Is there an existing issue for the same feature request?

  • I have checked the existing issues.

Is your feature request related to a problem?

No response

Describe the feature you'd like

Tensor data type support enables infinity to support some more advanced search capabilities, which can better enable infinity to support Retrieval Augmented Generation systems.

Describe implementation you've considered

No response
@JinHai-CN JinHai-CN added the feature request New feature or request label May 7, 2024
@JinHai-CN JinHai-CN mentioned this issue May 7, 2024
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@yangzq50 yangzq50 mentioned this issue May 14, 2024
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4 tasks
JinHai-CN pushed a commit that referenced this issue May 14, 2024
@yangzq50
Initial support for tensor data type (#1205)
8d0f8c8 
### What problem does this PR solve?

Add initial support for tensor data type

Issue link:#1179

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
- [x] Breaking Change (fix or feature that could cause existing
functionality not to work as expected)
- [x] Refactoring
- [x] Test cases
@yangzq50 yangzq50 mentioned this issue May 17, 2024
Merged
4 tasks
JinHai-CN pushed a commit that referenced this issue May 17, 2024
@yangzq50
Add MatchTensorScan operator (#1219)
7c9ec07 
### What problem does this PR solve?

Add MatchTensorScan operator
Now only support exhaustive MaxSim top-n search

Change sql syntax:
SEARCH MATCH -> SEARCH MATCH TEXT    (fulltext topk search)
SEARCH KNN -> SEARCH MATCH VECTOR   (embedding knn search)

Add sql syntax:
SEARCH MATCH TENSOR (now only support exhaustive MaxSim topn search)

Issue link:#1179

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
- [x] Breaking Change (fix or feature that could cause existing
functionality not to work as expected)
- [x] Refactoring
- [x] Test cases
@yangzq50 yangzq50 mentioned this issue May 22, 2024
Merged
4 tasks
JinHai-CN pushed a commit that referenced this issue May 23, 2024
@yangzq50
Add support for TensorArray data type (#1233)
fbe09c6 
### What problem does this PR solve?

Support storage of TensorArray data type

Issue link:#1179

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
- [x] Breaking Change (fix or feature that could cause existing
functionality not to work as expected)
- [x] Refactoring
- [x] Test cases
@yangzq50 yangzq50 mentioned this issue May 23, 2024
Merged
3 tasks
JinHai-CN pushed a commit that referenced this issue May 23, 2024
@yangzq50
Support default value and json format import for Tensor and TensorArr…
005bc86 
…ay data type (#1241)

### What problem does this PR solve?

Support default value and json format import for Tensor and TensorArray
data type

Issue link:#1179

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
- [x] Test cases
@yangzq50 yangzq50 mentioned this issue May 24, 2024
Merged
2 tasks
yingfeng pushed a commit that referenced this issue May 24, 2024
@yangzq50
Provide Tensor MaxSim reranker for Fusion operator (#1244)
aef0348 
### What problem does this PR solve?

Provide Tensor MaxSim reranker for Fusion operator
Support Multiple fusion operators

Issue link:#1179

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
- [x] Test cases
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