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HuggingFaceEmbeddings

HuggingFaceEmbeddings runs Sentence Transformers embedding models locally. It creates vectors for queries and documents without requiring an API key.

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Syntax

HuggingFaceEmbeddings(model_name, model_kwargs=None, encode_kwargs=None, query_encode_kwargs=None, multi_process=False, show_progress=False)

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  • ChatHuggingFace
  • HuggingFaceEndpoint
  • HuggingFacePipeline
  • HuggingFaceEndpointEmbeddings
  • Text Embeddings Inference (TEI)
  • Cross Encoder Reranker

Source: HuggingFaceEmbeddings (Sentence Transformers) integration. Checked 2026-11-03.