dh XSSKrSSKrSSKJrJr SSKJr SSKJrJ r "SS\\5r g)N)AnyList) Embeddings) BaseModel ConfigDictc^\rSrSr%SrSr\\S'SS\S\S\4U4Sjjjr \ "SS 9r S \ \S \ \ \ 4S jrS \S \ \ 4SjrSrU=r$)JohnSnowLabsEmbeddings a]JohnSnowLabs embedding models To use, you should have the ``johnsnowlabs`` python package installed. Example: .. code-block:: python from langchain_community.embeddings.johnsnowlabs import JohnSnowLabsEmbeddings embedding = JohnSnowLabsEmbeddings(model='embed_sentence.bert') output = embedding.embed_query("foo bar") embed_sentence.bertmodelhardware_targetkwargsc L>[TU]"S 0UD6 SSKJn SSKJn [R[RS'[R[RS'URUS9 [U[5(aURU5Ulg[X5(aXlgUR#U5Ulg![ an[ S5UeSnAff=f![an[S 5UeSnAff=f![an[S 5UeSnAff=f) z"Initialize the johnsnowlabs model.r)nlp) NLUPipelinez`Could not import johnsnowlabs python package. Please install it with `pip install johnsnowlabs`.NPYSPARK_PYTHONPYSPARK_DRIVER_PYTHON)r zFailure starting Spark SessionzFailure loading model)super__init__ johnsnowlabsrnlu.pipe.pipeliner ImportErrorsys executableosenvironstart Exception isinstancestrloadr to_nlu_pipe)selfr r rrrexc __class__s c/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/embeddings/johnsnowlabs.pyrJohnSnowLabsEmbeddings.__init__s "6"  ( 5 G+.>>BJJ' (25..BJJ. / IIoI 6  >%%% XXe_ E//"  __U3 + E   G<=3 F G >34# = >sS C AC*2+DD5D C' C""C'* D4 DD D# DD#forbid)extratextsreturncURRUSS9nSnURH nSU;dM UnM X#R5Vs/sHoUR5PM sn$s snf)zCompute doc embeddings using a JohnSnowLabs transformer model. Args: texts: The list of texts to embed. Returns: List of embeddings, one for each text. document) output_levelN embedding)r predictcolumnstolist)r$r+dfemb_colcvecs r'embed_documents&JohnSnowLabsEmbeddings.embed_documentsAshZZ  J  ?Aa)+ (:(:(<=(< (<===sA)textc,URU/5S$)zCompute query embeddings using a JohnSnowLabs transformer model. Args: text: The text to embed. Returns: Embeddings for the text. r)r8)r$r:s r' embed_query"JohnSnowLabsEmbeddings.embed_queryRs##TF+A..)r )r cpu)__name__ __module__ __qualname____firstlineno____doc__r r__annotations__r!rr model_configrfloatr8r<__static_attributes__ __classcell__)r&s@r'r r s 'E3&+$#>#>#> #>#>JL>T#Y>4U 3D>" / /U / /r>r ) rrtypingrrlangchain_core.embeddingsrpydanticrrr rr>r'rMs$ 0*R/Y R/r>