Ë ó©Ñh_ ãóL—ddlmZmZddlmZddlmZmZdZGd„dee«Z y)é)ÚAnyÚList)Ú Embeddings)Ú BaseModelÚ ConfigDictzBhttps://tfhub.dev/google/universal-sentence-encoder-multilingual/3c󔇗eZdZUdZdZeed<eZe ed< defˆfd„ Z e dd¬ «Z d e e d e e efd „Zd e d e efd„ZˆxZS)ÚTensorflowHubEmbeddingsaTensorflowHub 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) NÚembedÚ model_urlÚkwargsc óØ•—t‰|di|¤Ž ddl} ddl}|j |j «|_y#t$r td«‚wxYw#t$r td«‚wxYw)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``.©)ÚsuperÚ__init__Útensorflow_hubÚ ImportErrorÚtensorflow_textÚloadr r )Úselfr rrÚ __class__s €úk/var/www/html/eduruby.in/venv/lib/python3.12/site-packages/langchain_community/embeddings/tensorflow_hub.pyrz TensorflowHubEmbeddings.__init__s‚ø€ä ‰ÑÑ"˜6Ò"ð Û !ð  Û "ð$×(Ñ(¨¯©Ó8ˆ øôò ÜðHóð ð ûôò ÜðIóð ð ús’<—A¼AÁA)Úforbidr)ÚextraÚprotected_namespacesÚtextsÚreturncóŒ—ttd„|««}|j|«j«}|j «S)zÉCompute doc embeddings using a TensorflowHub embedding model. Args: texts: The list of texts to embed. Returns: List of embeddings, one for each text. có&—|jdd«S)Nú ú )Úreplace)Úxs rúz9TensorflowHubEmbeddings.embed_documents..<s€ 1§9¡9¨T°3Ó#7€ó)ÚlistÚmapr ÚnumpyÚtolist)rrÚ embeddingss rÚembed_documentsz'TensorflowHubEmbeddings.embed_documents3s<€ô”SÑ7¸Ó?Ó@ˆØ—Z‘Z Ó&×,Ñ,Ó.ˆ Ø× Ñ Ó"Ð"r$ÚtextcóŒ—|jdd«}|j|g«j«d}|j«S)z³Compute query embeddings using a TensorflowHub embedding model. Args: text: The text to embed. Returns: Embeddings for the text. rr r)r!r r'r()rr+Ú embeddings rÚ embed_queryz#TensorflowHubEmbeddings.embed_query@sA€ð|‰|˜D #Ó&ˆØ—J‘J ˜vÓ&×,Ñ,Ó.¨qÑ1ˆ Ø×ÑÓ!Ð!r$)Ú__name__Ú __module__Ú __qualname__Ú__doc__r rÚ__annotations__ÚDEFAULT_MODEL_URLr ÚstrrrÚ model_configrÚfloatr*r.Ú __classcell__)rs@rr r svø…ñ ð€Eˆ3ÓØ&€IˆsÓ&Øð9 õ9ñ(ØØô€Lð # T¨#¡Yð #°4¸¸U¹ Ñ3Dó #ð " ð "¨¨U© ÷ "r$r N) ÚtypingrrÚlangchain_core.embeddingsrÚpydanticrrr4r rr$rúr<s$ðßå0ß*àXÐôB"˜i¨õB"r$