junjiejiangjjjandGitHub c17ba38a3b enhance: Add Hugging Face inference provider support (#50818) ...

issue: https://github.com/milvus-io/milvus/issues/50816

Add Hugging Face Inference Providers client support for feature
extraction and sentence similarity APIs, and wire it into text embedding
and rerank model providers.

The new provider supports:
- text embedding via feature-extraction
- rerank scoring via sentence-similarity
- Hugging Face router provider selection with hf_provider
- MILVUS_HUGGINGFACE_API_KEY credential fallback
- provider config entries for text embedding and rerank

Also add focused tests for the Hugging Face client, rerank provider, and
paramtable provider docs.

Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>

2026-07-01 10:48:29 +08:00

..

ali_embedding_provider.go

enhance: support timeout_ms for function model providers (#50228)

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alitext_embedding_provider_test.go

enhance: bump Go dependencies to v3 modules (#49485)

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bedrock_embedding_provider.go

enhance: support timeout_ms for function model providers (#50228)

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bedrock_text_embedding_provider_test.go

enhance: bump Go dependencies to v3 modules (#49485)

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cohere_embedding_provider_test.go

enhance: bump Go dependencies to v3 modules (#49485)

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cohere_embedding_provider.go

enhance: support timeout_ms for function model providers (#50228)

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function_base.go

enhance: standardize error handling on merr + Sys/Input classification (#50221)

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function_executor_test.go

enhance: [ExternalTable Part10] enable function output fields on external collections (#49307)

2026-05-28 10:54:14 +08:00

function_executor.go

enhance: standardize error handling on merr + Sys/Input classification (#50221)

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function_util.go

enhance: bump Go dependencies to v3 modules (#49485)

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gemini_embedding_provider_test.go

enhance: bump Go dependencies to v3 modules (#49485)

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gemini_embedding_provider.go

enhance: support timeout_ms for function model providers (#50228)

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huggingface_embedding_provider_test.go

enhance: Add Hugging Face inference provider support (#50818)

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huggingface_embedding_provider.go

enhance: Add Hugging Face inference provider support (#50818)

2026-07-01 10:48:29 +08:00

mock_embedding_service.go

enhance: bump Go dependencies to v3 modules (#49485)

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openai_embedding_provider.go

enhance: support timeout_ms for function model providers (#50228)

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openai_text_embedding_provider_test.go

enhance: bump Go dependencies to v3 modules (#49485)

2026-05-01 10:30:13 +08:00

runner.go

enhance: standardize error handling on merr + Sys/Input classification (#50221)

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siliconflow_embedding_provider_test.go

enhance: bump Go dependencies to v3 modules (#49485)

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siliconflow_embedding_provider.go

enhance: support timeout_ms for function model providers (#50228)

2026-06-16 10:44:22 +08:00

tei_embedding_provider_test.go

enhance: bump Go dependencies to v3 modules (#49485)

2026-05-01 10:30:13 +08:00

tei_embedding_provider.go

enhance: support timeout_ms for function model providers (#50228)

2026-06-16 10:44:22 +08:00

text_embedding_function_test.go

enhance: bump Go dependencies to v3 modules (#49485)

2026-05-01 10:30:13 +08:00

text_embedding_function.go

enhance: Add Hugging Face inference provider support (#50818)

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vertexai_embedding_provider_test.go

enhance: bump Go dependencies to v3 modules (#49485)

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vertexai_embedding_provider.go

enhance: support timeout_ms for function model providers (#50228)

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voyageai_embedding_provider_test.go

enhance: bump Go dependencies to v3 modules (#49485)

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voyageai_embedding_provider.go

enhance: support timeout_ms for function model providers (#50228)

2026-06-16 10:44:22 +08:00

yc_embedding_provider_test.go

enhance: bump Go dependencies to v3 modules (#49485)

2026-05-01 10:30:13 +08:00

yc_embedding_provider.go

enhance: support timeout_ms for function model providers (#50228)

2026-06-16 10:44:22 +08:00

zilliz_embedding_provider_test.go

enhance: support timeout_ms for function model providers (#50228)

2026-06-16 10:44:22 +08:00

zilliz_embedding_provider.go

enhance: support timeout_ms for function model providers (#50228)

2026-06-16 10:44:22 +08:00