dhtSSKrSSKJrJrJrJrJr SSKJrJ r J r SSK J r "SS5r "SS\\ 5rg) N)AnyDictListOptionalTuple) BaseModel ConfigDictmodel_validator)BaseCrossEncodercZ\rSrSrSrSrSrS\\\ \ 4S\ 4Sjr S\ S\\ 4SjrS rg ) CrossEncoderContentHandler z'Content handler for CrossEncoder class.zapplication/json text_pairsreturncT[R"SU05nURS5$)Nrutf-8)jsondumpsencode)selfr input_strs m/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/cross_encoders/sagemaker_endpoint.pytransform_input*CrossEncoderContentHandler.transform_inputs&JJ j9: ((outputcv[R"UR5RS55nUSnU$)Nrscores)rloadsreaddecode)rr response_jsonrs rtransform_output+CrossEncoderContentHandler.transform_outputs0 6;;=#7#7#@A x( rN)__name__ __module__ __qualname____firstlineno____doc__ content_typeacceptsrrstrbytesrrfloatr#__static_attributes__r%rrr r sF1%L G)$uS#X*?)E)stE{rr c \rSrSr%SrSr\\S'Sr\ \S'Sr \ \S'Sr \ \ \S'\ "5r\ \S 'Sr\ \\S 'Sr\ \\S '\"S S SS9r\"SS9\S\S\4Sj55rS\\\ \ 4S\\4SjrSrg)SagemakerEndpointCrossEncoderaSageMaker Inference CrossEncoder endpoint. To use, you must supply the endpoint name from your deployed Sagemaker model & the region where it is deployed. To authenticate, the AWS client uses the following methods to automatically load credentials: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/credentials.html If a specific credential profile should be used, you must pass the name of the profile from the ~/.aws/credentials file that is to be used. Make sure the credentials / roles used have the required policies to access the Sagemaker endpoint. See: https://docs.aws.amazon.com/IAM/latest/UserGuide/access_policies.html Nclient endpoint_name region_namecredentials_profile_namecontent_handler model_kwargsendpoint_kwargsTforbidr%)arbitrary_types_allowedextraprotected_namespacesbefore)modevaluesrcSSKnURS5(aURUSS9nOUR5nURSUSS9US'U$![an[ S 5UeSnAff=f![ a [ S 5ef=f) zJValidate that AWS credentials to and python package exists in environment.rNr8) profile_namezsagemaker-runtimer7)r7r4zCould not load credentials to authenticate with AWS client. Please check that credentials in the specified profile name are valid.zRCould not import boto3 python package. Please install it with `pip install boto3`.)boto3getSessionr4 Exception ValueError ImportError)clsrBrEsessiones rvalidate_environment2SagemakerEndpointCrossEncoder.validate_environment`s   ::899#mm%+,F%G,G $mmoG#*>>'VM5J$2$x    .   >  s)A6AA A3" A..A33A66B rcUR=(d 0nURRU5nURRnURRnUR R "SURUUUS.UD6nURRUS5$![an[SU35eSnAff=f)z6Call out to SageMaker Inference CrossEncoder endpoint.) EndpointNameBody ContentTypeAcceptz$Error raised by inference endpoint: NrRr%) r;r9rr+r,r4invoke_endpointr6rHrIr#)rr_endpoint_kwargsbodyr+r,responserMs rscore#SagemakerEndpointCrossEncoder.scores//52##33J?++88 &&.. I{{22!//(  # H##44Xf5EFF ICA3GH H Is+B'' C1B??C)r&r'r(r)r*r4r__annotations__r6r-r7r8rr r9r:rr;r model_configr classmethodrNrrr/rYr0r%rrr2r2s"*FCM3+KP.2hsm23M2NO/N#'L(4.'1&*OXd^*  $H2L(#$3$@GU38_ 5G$u+Grr2)rtypingrrrrrpydanticrr r 'langchain_community.cross_encoders.baser r r2r%rrras4 33;;D   }GI/?}Gr