enhance:[2.6 cherry pick ] Add zilliz model client

[junjiejiangjjj]

pr: https://github.com/milvus-io/milvus/pull/45168 https://github.com/milvus-io/milvus/issues/35856

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[INFO] PR Label Summary by Default [WARNING] No dependent PR reference found

• Target branch '2.6' requires a PR merged to master first
• Please add reference in format 'pr: #number'

[WARNING] Milestone not set

• PR: #45518
• Title: enhance:[2.6 cherry pick ] Add zilliz model client Please set a milestone for better release tracking

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[codecov[bot]]

Codecov Report

:x: Patch coverage is 80.66298% with 70 lines in your changes missing coverage. Please review. :white_check_mark: Project coverage is 76.06%. Comparing base (58f5fdb) to head (f0e56ee). :warning: Report is 2 commits behind head on 2.6.

Files with missing lines	Patch %	Lines
...il/function/embedding/zilliz_embedding_provider.go	42.85%	28 Missing :warning:
...ernal/util/function/models/zilliz/zilliz_client.go	84.17%	18 Missing and 7 partials :warning:
...ernal/util/function/embedding/function_executor.go	63.63%	3 Missing and 1 partial :warning:
...util/function/embedding/text_embedding_function.go	80.00%	4 Missing :warning:
internal/proxy/task_search.go	50.00%	0 Missing and 2 partials :warning:
internal/util/function/models/common.go	87.50%	2 Missing :warning:
internal/util/function/rerank/function_score.go	60.00%	1 Missing and 1 partial :warning:
...nal/util/function/rerank/zilliz_rerank_provider.go	92.59%	2 Missing :warning:
internal/datanode/importv2/util.go	83.33%	0 Missing and 1 partial :warning:

Additional details and impacted files

@@            Coverage Diff             @@
##              2.6   #45518      +/-   ##
==========================================
+ Coverage   73.51%   76.06%   +2.54%     
==========================================
  Files        1344     1878     +534     
  Lines      208860   291459   +82599     
==========================================
+ Hits       153548   221693   +68145     
- Misses      48006    62369   +14363     
- Partials     7306     7397      +91     

Components	Coverage Δ
Client	78.03% <ø> (ø)
Core	82.75% <ø> (∅)
Go	74.19% <80.66%> (-0.07%)	:arrow_down:

Files with missing lines	Coverage Δ
internal/datacoord/import_util.go	77.60% <100.00%> (+0.03%)	:arrow_up:
internal/proxy/util.go	78.10% <100.00%> (ø)
.../util/function/embedding/ali_embedding_provider.go	81.92% <100.00%> (+0.22%)	:arrow_up:
...l/function/embedding/bedrock_embedding_provider.go	82.08% <100.00%> (+0.13%)	:arrow_up:
...il/function/embedding/cohere_embedding_provider.go	85.00% <100.00%> (+0.15%)	:arrow_up:
internal/util/function/embedding/function_util.go	86.66% <ø> (ø)
...il/function/embedding/openai_embedding_provider.go	78.09% <100.00%> (+0.21%)	:arrow_up:
...nction/embedding/siliconflow_embedding_provider.go	79.66% <100.00%> (+0.35%)	:arrow_up:
.../util/function/embedding/tei_embedding_provider.go	86.04% <100.00%> (+0.16%)	:arrow_up:
.../function/embedding/vertexai_embedding_provider.go	75.83% <100.00%> (+0.16%)	:arrow_up:
... and 18 more

... and 568 files with indirect coverage changes

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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: junjiejiangjjj, liliu-z

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[sre-ci-robot]

[INFO] PR Label Summary by Default [SUCCESS] PR #45168 merged to master

• Title: feat: Support zilliz models
• Link: https://github.com/milvus-io/milvus/pull/45168

[WARNING] Milestone not set

• PR: #45518
• Title: enhance:[2.6 cherry pick ] Add zilliz model client Please set a milestone for better release tracking

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New changes are detected. LGTM label has been removed.

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[INFO] PR Label Summary by Default [SUCCESS] PR #45168 merged to master

• Title: feat: Support zilliz models
• Link: https://github.com/milvus-io/milvus/pull/45168

[WARNING] Milestone not set

• PR: #45518
• Title: enhance:[2.6 cherry pick ] Add zilliz model client Please set a milestone for better release tracking

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[sre-ci-robot]

[INFO] PR Label Summary by Default [SUCCESS] PR #45168 merged to master

• Title: feat: Support zilliz models
• Link: https://github.com/milvus-io/milvus/pull/45168

[WARNING] Milestone not set

• PR: #45518
• Title: enhance:[2.6 cherry pick ] Add zilliz model client Please set a milestone for better release tracking

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Use /refresh-label to update related check and label manually

[sre-ci-robot]

[INFO] PR Label Summary by Default [SUCCESS] PR #45168 merged to master

• Title: feat: Support zilliz models
• Link: https://github.com/milvus-io/milvus/pull/45168

[WARNING] Milestone not set

• PR: #45518
• Title: enhance:[2.6 cherry pick ] Add zilliz model client Please set a milestone for better release tracking

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Use /refresh-label to update related check and label manually