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feat: Add Text Embedding Function #36366

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feat: Add Text Embedding Function #36366

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@junjiejiangjjj junjiejiangjjj commented Sep 19, 2024 •
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@sre-ci-robot sre-ci-robot added the do-not-merge/work-in-progress Don't merge even CI passed. label Sep 19, 2024
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Welcome @junjiejiangjjj! It looks like this is your first PR to milvus-io/milvus 🎉

@sre-ci-robot sre-ci-robot added the size/L Denotes a PR that changes 100-499 lines. label Sep 19, 2024
@mergify mergify bot added dco-passed DCO check passed. kind/feature Issues related to feature request from users labels Sep 19, 2024
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mergify bot commented Sep 19, 2024

@junjiejiangjjj Please associate the related issue to the body of your Pull Request. (eg. “issue: #”)

@junjiejiangjjj junjiejiangjjj mentioned this pull request Sep 19, 2024
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@junjiejiangjjj junjiejiangjjj force-pushed the embedding branch 3 times, most recently from fd701cd to 5407f22 Compare September 20, 2024 03:03
@sre-ci-robot sre-ci-robot added size/XL Denotes a PR that changes 500-999 lines. and removed size/L Denotes a PR that changes 100-499 lines. labels Sep 23, 2024
@junjiejiangjjj junjiejiangjjj force-pushed the embedding branch 6 times, most recently from 200bc3b to ed7d332 Compare September 26, 2024 07:25
@sre-ci-robot sre-ci-robot added size/XXL Denotes a PR that changes 1000+ lines. and removed size/XL Denotes a PR that changes 500-999 lines. labels Sep 26, 2024
@junjiejiangjjj junjiejiangjjj force-pushed the embedding branch 2 times, most recently from 38243dd to 0d0286e Compare October 8, 2024 08:26
@sre-ci-robot sre-ci-robot added the area/dependency Pull requests that update a dependency file label Oct 8, 2024
@junjiejiangjjj junjiejiangjjj force-pushed the embedding branch 3 times, most recently from 0f30960 to 7950316 Compare October 11, 2024 03:53
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Support bulkinsert
a5776f3 
Signed-off-by: junjie.jiang <[email protected]>
@junjiejiangjjj
Use TextEmbedding function
5eea78f 
Signed-off-by: junjie.jiang <[email protected]>
@junjiejiangjjj
update
df07a06 
Signed-off-by: junjiejiangjjj <[email protected]>
@junjiejiangjjj
Add bedrock, azure, ali text embedding
ecc4ad8 
Signed-off-by: junjie.jiang <[email protected]>
@junjiejiangjjj
Update go mod
c459d41 
Signed-off-by: junjie.jiang <[email protected]>
@junjiejiangjjj
Polish error infos
9ff9419 
Signed-off-by: junjie.jiang <[email protected]>
@junjiejiangjjj
Reuse http client
0bcc13a 
Signed-off-by: junjie.jiang <[email protected]>
@junjiejiangjjj
Add vertexai
2692fea 
Signed-off-by: junjie.jiang <[email protected]>
@junjiejiangjjj
Add function check
5c0f58b 
Signed-off-by: junjie.jiang <[email protected]>
@junjiejiangjjj
Adjust dashscope model batch
8c62771 
Signed-off-by: junjie.jiang <[email protected]>
@junjiejiangjjj
Fix confict
b482b3c 
Signed-off-by: junjie.jiang <[email protected]>
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mergify bot commented Dec 26, 2024

@junjiejiangjjj go-sdk check failed, comment rerun go-sdk can trigger the job again.

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mergify bot commented Dec 26, 2024

@junjiejiangjjj cpp-unit-test check failed, comment rerun cpp-unit-test can trigger the job again.

zhengbuqian
zhengbuqian reviewed Dec 26, 2024
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I also see several comments from last review nor addressed neither replied, please take a look. Thanks!

internal/models/openai/openai_embedding.go Outdated
apiKey: apiKey,
url: url,
},
apiVersion: "2024-06-01",
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does it make sense to pass in this apiVersion instead of hard coding?

based on https://learn.microsoft.com/en-us/azure/ai-services/openai/api-version-deprecation seems there is little breaking change introduced to the API, mostly new features.

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New features brought by the new version generally require code adaptation, so it is not very meaningful to open the configuration of apiVersion.

internal/proxy/task_search.go Outdated Show resolved Hide resolved
internal/storage/utils.go

// TODO: unify the function implementation, storage/utils.go & proxy/util.go
func IsBM25FunctionOutputField(field *schemapb.FieldSchema) bool {
return field.GetIsFunctionOutput() && field.GetDataType() == schemapb.DataType_SparseFloatVector
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this is not true? other models can also have sparse float vector output

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There is no problem right now. After the implementation of bm25 and the model function is unified, the relevant code will not be needed.

internal/models/utils/embedding_util.go Outdated Show resolved Hide resolved
internal/models/ali/ali_dashscope_text_embedding.go Outdated
OutputType string `json:"output_type,omitempty"`
}

type EmbeddingRequest struct {
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EmbeddingRequest can be private? by lowercase the first letter embeddingRequest. I did a quick search and find no usage of this class outside this file. correct me IIW. This comment applies to many other structs in this and other files.

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Only used in test files under milvus/internal/util/function/

internal/util/function/text_embedding_function.go Outdated Show resolved Hide resolved
internal/util/function/text_embedding_function.go Outdated Show resolved Hide resolved
internal/util/function/openai_embedding_provider.go Outdated Show resolved Hide resolved
internal/models/openai/openai_embedding.go Outdated Show resolved Hide resolved
internal/models/openai/openai_embedding.go Outdated Show resolved Hide resolved
@junjiejiangjjj junjiejiangjjj changed the title feat: Add openai embedding feat: Add Text Embedding Function Dec 31, 2024
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mergify bot commented Dec 31, 2024

@junjiejiangjjj go-sdk check failed, comment rerun go-sdk can trigger the job again.

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rerun go-sdk

@junjiejiangjjj junjiejiangjjj force-pushed the embedding branch 2 times, most recently from 13b8037 to ab53008 Compare January 2, 2025 06:55
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mergify bot commented Jan 2, 2025

@junjiejiangjjj go-sdk check failed, comment rerun go-sdk can trigger the job again.

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mergify bot commented Jan 2, 2025

@junjiejiangjjj go-sdk check failed, comment rerun go-sdk can trigger the job again.

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mergify bot commented Jan 2, 2025

@junjiejiangjjj go-sdk check failed, comment rerun go-sdk can trigger the job again.

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mergify bot commented Jan 3, 2025

@junjiejiangjjj go-sdk check failed, comment rerun go-sdk can trigger the job again.

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Polish code
5072b62 
Signed-off-by: junjie.jiang <[email protected]>
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mergify bot commented Jan 3, 2025

@junjiejiangjjj go-sdk check failed, comment rerun go-sdk can trigger the job again.

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mergify bot commented Jan 3, 2025

@junjiejiangjjj E2e jenkins job failed, comment /run-cpu-e2e can trigger the job again.

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@czs007 czs007 Awaiting requested review from czs007

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