dhpSSKJrJrJrJrJrJr SSKrSSKJ r SSK J r SSK J r JrJr "SS\ \ 5rg))AnyDictListMappingOptionalTupleN) Embeddingsget_from_dict_or_env) BaseModel ConfigDictmodel_validatorc >\rSrSr%SrSr\\S'Sr\\S'Sr \\S'S r \ \S 'S r \ \\S '\"S S9r\"SS9\S\S\4Sj55r\S\\\44Sj5rSS\\\\4S\S\\\ 4SjjrS\\S\\\ 4SjrS\S\\ 4SjrSrg )MosaicMLInstructorEmbeddings a)MosaicML embedding service. To use, you should have the environment variable ``MOSAICML_API_TOKEN`` set with your API token, or pass it as a named parameter to the constructor. Example: .. code-block:: python from langchain_community.llms import MosaicMLInstructorEmbeddings endpoint_url = ( "https://models.hosted-on.mosaicml.hosting/instructor-large/v1/predict" ) mosaic_llm = MosaicMLInstructorEmbeddings( endpoint_url=endpoint_url, mosaicml_api_token="my-api-key" ) zBhttps://models.hosted-on.mosaicml.hosting/instructor-xl/v1/predict endpoint_urlz&Represent the document for retrieval: embed_instructionz (:#$ cSUR0$)zGet the identifying parameters.r)r)selfs r _identifying_params0MosaicMLInstructorEmbeddings._identifying_params:s 1 122r#inputis_retryc2SU0nURSS.n[R"URXCS9nURS:XaNU(d/SSKnURUR5 URUSS 9$[ S UR35eUR5n[U[5(a]/S Qn U Hn X;dM Xn O [ S U35e[U [ 5(a[U S[ 5(aU n U $U /n U $[ S U35e![RR an[ SU35eSnAff=f![RR"a n[ SUSUR35eSnAff=f)Ninputszapplication/json) Authorizationz Content-Type)headersjsonz$Error raised by inference endpoint: irT)r)z>Error raised by inference API: rate limit exceeded. Response: )dataoutputoutputsz#No key data or output in response: zUnexpected response type: zError raised by inference API: z . Response: )rrequestspostr exceptionsRequestException ValueError status_codetimesleepr_embedtextr. isinstancedictlistJSONDecodeError) r%r(r)payloadr-responseer8parsed_response output_keyskey output_item embeddingss r r:#MosaicMLInstructorEmbeddings._embed?sU#!% 7 78.   I}}T%6%6VH' ##s*JJt//0;;ut;<< U}}o' 'mmoO/400; &C-&5&: ' %=o=NOk400Z APT5U5U!,J#.J!#=o=N!OPPK""33 ICA3GH H IN""22 1!M(--Q  sID$AEC:%S/*:6:: d5k :x T#Y 4U 3D   U r#r)typingrrrrrrr2langchain_core.embeddingsr langchain_core.utilsr pydanticr r rrrSr#r res*<<05;;J9jJr#