dh_ LSSKJrJr SSKJr SSKJrJr Sr"SS\\5r g))AnyList) Embeddings) BaseModel ConfigDictzBhttps://tfhub.dev/google/universal-sentence-encoder-multilingual/3c^\rSrSr%SrSr\\S'\r \ \S'S\4U4Sjjr \ "SS S 9r S \\ S \\\4S jrS\ S \\4SjrSrU=r$)TensorflowHubEmbeddings acTensorflowHub embedding models. To use, you should have the ``tensorflow_text`` python package installed. Example: .. code-block:: python from langchain_community.embeddings import TensorflowHubEmbeddings url = "https://tfhub.dev/google/universal-sentence-encoder-multilingual/3" tf = TensorflowHubEmbeddings(model_url=url) Nembed model_urlkwargsc >[TU]"S0UD6 SSKnSSKnUR UR 5Ulg![a [S5ef=f![a [S5ef=f)z2Initialize the tensorflow_hub and tensorflow_text.rNzeCould not import tensorflow-hub python package. Please install it with `pip install tensorflow-hub``.zgCould not import tensorflow_text python package. Please install it with `pip install tensorflow_text``.)super__init__tensorflow_hub ImportErrortensorflow_textloadr r )selfr rr __class__s e/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/embeddings/tensorflow_hub.pyr TensorflowHubEmbeddings.__init__s "6"  !   "$((8  H   I  s=AAA,forbidr)extraprotected_namespacestextsreturnc[[SU55nURU5R5nUR 5$)zCompute doc embeddings using a TensorflowHub embedding model. Args: texts: The list of texts to embed. Returns: List of embeddings, one for each text. c&URSS5$)N  )replace)xs r9TensorflowHubEmbeddings.embed_documents..<s199T3#7)listmapr numpytolist)rr embeddingss rembed_documents'TensorflowHubEmbeddings.embed_documents3s<S7?@ZZ&,,.   ""r'textcURSS5nURU/5R5SnUR5$)zCompute query embeddings using a TensorflowHub embedding model. Args: text: The text to embed. Returns: Embeddings for the text. r!r"r)r#r r*r+)rr/ embeddings r embed_query#TensorflowHubEmbeddings.embed_query@sA||D#&JJv&,,.q1 !!r')r )__name__ __module__ __qualname____firstlineno____doc__r r__annotations__DEFAULT_MODEL_URLr strrr model_configrfloatr-r2__static_attributes__ __classcell__)rs@rr r s{ E3&Is&99(L #T#Y #4U 3D # " "U " "r'r N) typingrrlangchain_core.embeddingsrpydanticrrr:r rr'rrCs$0*XB"iB"r'