dh: lSrSSKrSSKJrJr SSKrSSKJr SSKJ r J r J r Sr Sr Sr"S S \ \5rg) z+Wrapper around Bookend AI embedding models.N)AnyList) Embeddings) BaseModel ConfigDictFieldzhttps://api.bookend.ai/ embeddingsz/models/predictc^\rSrSr%Sr\\S'\\S'\\S'\"\S9r \\S'\ "SS 9r S \ 4U4S jjr S \\S \\\4SjrS\S \\4SjrSrU=r$)BookendEmbeddingsaKBookend AI sentence_transformers embedding models. Example: .. code-block:: python from langchain_community.embeddings import BookendEmbeddings bookend = BookendEmbeddings( domain={domain} api_token={api_token} model_id={model_id} ) bookend.embed_documents([ "Please put on these earmuffs because I can't you hear.", "Baby wipes are made of chocolate stardust.", ]) bookend.embed_query( "She only paints with bold colors; she does not like pastels." ) domain api_tokenmodel_id)default_factory auth_header)protected_namespaceskwargsc j>[TU]"S0UD6 SSRUR50Ulg)N AuthorizationzBasic {}r)super__init__formatrr)selfr __class__s ^/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/embeddings/bookend.pyrBookendEmbeddings.__init__/s/ "6"+Z->->t~~-NOtextsreturnc D/nURnSUS'UR[S.nUHsn[R"USSSS.5n[ R "S[UR-[-UUUS9nURUR5SS 5 Mu U$) zEmbed documents using a Bookend deployed embeddings model. Args: texts: The list of texts to embed. Returns: List of embeddings, one for each text. zapplication/json; charset=utf-8z Content-Type)rtaskN)textquestioncontext instructionPOST)headersparamsdatarr*) rr DEFAULT_TASKjsondumpsrequestsrequestAPI_URLr PATHappend)rrresultr(r)r#r*rs rembed_documents!BookendEmbeddings.embed_documents3s"""C    D:: $##' D  $++%, A MM!&&(1+f- .!$ rr#c,URU/5S$)zEmbed a query using a Bookend deployed embeddings model. Args: text: The text to embed. Returns: Embeddings for the text. r)r5)rr#s r embed_queryBookendEmbeddings.embed_queryXs##TF+A..r)r)__name__ __module__ __qualname____firstlineno____doc__str__annotations__rdictrr model_configrrrfloatr5r8__static_attributes__ __classcell__)rs@rr r s* KTNXM%d3K326LPP#T#Y#4U 3D#J / /U / /rr )r>r,typingrrr.langchain_core.embeddingsrpydanticrrrr0r+r1r rrrrIs91 011 # R/ :R/r