766 lines
29 KiB
Python
766 lines
29 KiB
Python
# This file was auto-generated by Fern from our API Definition.
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from ..core.client_wrapper import SyncClientWrapper
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import typing
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from ..core.request_options import RequestOptions
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from ..types.get_model_response import GetModelResponse
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from ..core.jsonable_encoder import jsonable_encoder
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from ..core.unchecked_base_model import construct_type
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from ..errors.bad_request_error import BadRequestError
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from ..errors.unauthorized_error import UnauthorizedError
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from ..errors.forbidden_error import ForbiddenError
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from ..errors.not_found_error import NotFoundError
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from ..errors.unprocessable_entity_error import UnprocessableEntityError
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from ..errors.too_many_requests_error import TooManyRequestsError
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from ..errors.invalid_token_error import InvalidTokenError
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from ..errors.client_closed_request_error import ClientClosedRequestError
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from ..errors.internal_server_error import InternalServerError
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from ..errors.not_implemented_error import NotImplementedError
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from ..errors.service_unavailable_error import ServiceUnavailableError
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from ..errors.gateway_timeout_error import GatewayTimeoutError
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from json.decoder import JSONDecodeError
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from ..core.api_error import ApiError
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from ..types.compatible_endpoint import CompatibleEndpoint
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from ..types.list_models_response import ListModelsResponse
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from ..core.client_wrapper import AsyncClientWrapper
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class ModelsClient:
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def __init__(self, *, client_wrapper: SyncClientWrapper):
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self._client_wrapper = client_wrapper
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def get(self, model: str, *, request_options: typing.Optional[RequestOptions] = None) -> GetModelResponse:
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"""
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Returns the details of a model, provided its name.
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Parameters
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----------
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model : str
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request_options : typing.Optional[RequestOptions]
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Request-specific configuration.
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Returns
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-------
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GetModelResponse
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OK
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Examples
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--------
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from cohere import Client
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client = Client(
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client_name="YOUR_CLIENT_NAME",
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token="YOUR_TOKEN",
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)
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client.models.get(
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model="command-a-03-2025",
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)
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"""
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_response = self._client_wrapper.httpx_client.request(
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f"v1/models/{jsonable_encoder(model)}",
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method="GET",
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request_options=request_options,
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)
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try:
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if 200 <= _response.status_code < 300:
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return typing.cast(
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GetModelResponse,
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construct_type(
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type_=GetModelResponse, # type: ignore
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object_=_response.json(),
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),
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)
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if _response.status_code == 400:
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raise BadRequestError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 401:
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raise UnauthorizedError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 403:
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raise ForbiddenError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 404:
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raise NotFoundError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 422:
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raise UnprocessableEntityError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 429:
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raise TooManyRequestsError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 498:
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raise InvalidTokenError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 499:
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raise ClientClosedRequestError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 500:
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raise InternalServerError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 501:
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raise NotImplementedError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 503:
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raise ServiceUnavailableError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 504:
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raise GatewayTimeoutError(
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typing.cast(
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typing.Optional[typing.Any],
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
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object_=_response.json(),
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),
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)
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)
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_response_json = _response.json()
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except JSONDecodeError:
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raise ApiError(status_code=_response.status_code, body=_response.text)
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raise ApiError(status_code=_response.status_code, body=_response_json)
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def list(
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self,
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*,
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page_size: typing.Optional[float] = None,
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page_token: typing.Optional[str] = None,
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endpoint: typing.Optional[CompatibleEndpoint] = None,
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default_only: typing.Optional[bool] = None,
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request_options: typing.Optional[RequestOptions] = None,
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) -> ListModelsResponse:
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"""
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Returns a list of models available for use. The list contains models from Cohere as well as your fine-tuned models.
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Parameters
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----------
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page_size : typing.Optional[float]
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Maximum number of models to include in a page
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Defaults to `20`, min value of `1`, max value of `1000`.
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page_token : typing.Optional[str]
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Page token provided in the `next_page_token` field of a previous response.
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endpoint : typing.Optional[CompatibleEndpoint]
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When provided, filters the list of models to only those that are compatible with the specified endpoint.
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default_only : typing.Optional[bool]
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When provided, filters the list of models to only the default model to the endpoint. This parameter is only valid when `endpoint` is provided.
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request_options : typing.Optional[RequestOptions]
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Request-specific configuration.
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Returns
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-------
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ListModelsResponse
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OK
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Examples
|
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--------
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from cohere import Client
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|
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client = Client(
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client_name="YOUR_CLIENT_NAME",
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token="YOUR_TOKEN",
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)
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client.models.list()
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"""
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_response = self._client_wrapper.httpx_client.request(
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"v1/models",
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method="GET",
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params={
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"page_size": page_size,
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"page_token": page_token,
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"endpoint": endpoint,
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"default_only": default_only,
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},
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request_options=request_options,
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)
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try:
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if 200 <= _response.status_code < 300:
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return typing.cast(
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ListModelsResponse,
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construct_type(
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type_=ListModelsResponse, # type: ignore
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object_=_response.json(),
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),
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)
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if _response.status_code == 400:
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raise BadRequestError(
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typing.cast(
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typing.Optional[typing.Any],
|
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construct_type(
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type_=typing.Optional[typing.Any], # type: ignore
|
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object_=_response.json(),
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),
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)
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)
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if _response.status_code == 401:
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raise UnauthorizedError(
|
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typing.cast(
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typing.Optional[typing.Any],
|
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construct_type(
|
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type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
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),
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)
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)
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if _response.status_code == 403:
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raise ForbiddenError(
|
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typing.cast(
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typing.Optional[typing.Any],
|
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construct_type(
|
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type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
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),
|
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)
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)
|
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if _response.status_code == 404:
|
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raise NotFoundError(
|
|
typing.cast(
|
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typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
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)
|
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)
|
|
if _response.status_code == 422:
|
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raise UnprocessableEntityError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 429:
|
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raise TooManyRequestsError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
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)
|
|
if _response.status_code == 498:
|
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raise InvalidTokenError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 499:
|
|
raise ClientClosedRequestError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 500:
|
|
raise InternalServerError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 501:
|
|
raise NotImplementedError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 503:
|
|
raise ServiceUnavailableError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 504:
|
|
raise GatewayTimeoutError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
_response_json = _response.json()
|
|
except JSONDecodeError:
|
|
raise ApiError(status_code=_response.status_code, body=_response.text)
|
|
raise ApiError(status_code=_response.status_code, body=_response_json)
|
|
|
|
|
|
class AsyncModelsClient:
|
|
def __init__(self, *, client_wrapper: AsyncClientWrapper):
|
|
self._client_wrapper = client_wrapper
|
|
|
|
async def get(self, model: str, *, request_options: typing.Optional[RequestOptions] = None) -> GetModelResponse:
|
|
"""
|
|
Returns the details of a model, provided its name.
|
|
|
|
Parameters
|
|
----------
|
|
model : str
|
|
|
|
request_options : typing.Optional[RequestOptions]
|
|
Request-specific configuration.
|
|
|
|
Returns
|
|
-------
|
|
GetModelResponse
|
|
OK
|
|
|
|
Examples
|
|
--------
|
|
import asyncio
|
|
|
|
from cohere import AsyncClient
|
|
|
|
client = AsyncClient(
|
|
client_name="YOUR_CLIENT_NAME",
|
|
token="YOUR_TOKEN",
|
|
)
|
|
|
|
|
|
async def main() -> None:
|
|
await client.models.get(
|
|
model="command-a-03-2025",
|
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)
|
|
|
|
|
|
asyncio.run(main())
|
|
"""
|
|
_response = await self._client_wrapper.httpx_client.request(
|
|
f"v1/models/{jsonable_encoder(model)}",
|
|
method="GET",
|
|
request_options=request_options,
|
|
)
|
|
try:
|
|
if 200 <= _response.status_code < 300:
|
|
return typing.cast(
|
|
GetModelResponse,
|
|
construct_type(
|
|
type_=GetModelResponse, # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
if _response.status_code == 400:
|
|
raise BadRequestError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 401:
|
|
raise UnauthorizedError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 403:
|
|
raise ForbiddenError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 404:
|
|
raise NotFoundError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 422:
|
|
raise UnprocessableEntityError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 429:
|
|
raise TooManyRequestsError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 498:
|
|
raise InvalidTokenError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 499:
|
|
raise ClientClosedRequestError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 500:
|
|
raise InternalServerError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 501:
|
|
raise NotImplementedError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 503:
|
|
raise ServiceUnavailableError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 504:
|
|
raise GatewayTimeoutError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
_response_json = _response.json()
|
|
except JSONDecodeError:
|
|
raise ApiError(status_code=_response.status_code, body=_response.text)
|
|
raise ApiError(status_code=_response.status_code, body=_response_json)
|
|
|
|
async def list(
|
|
self,
|
|
*,
|
|
page_size: typing.Optional[float] = None,
|
|
page_token: typing.Optional[str] = None,
|
|
endpoint: typing.Optional[CompatibleEndpoint] = None,
|
|
default_only: typing.Optional[bool] = None,
|
|
request_options: typing.Optional[RequestOptions] = None,
|
|
) -> ListModelsResponse:
|
|
"""
|
|
Returns a list of models available for use. The list contains models from Cohere as well as your fine-tuned models.
|
|
|
|
Parameters
|
|
----------
|
|
page_size : typing.Optional[float]
|
|
Maximum number of models to include in a page
|
|
Defaults to `20`, min value of `1`, max value of `1000`.
|
|
|
|
page_token : typing.Optional[str]
|
|
Page token provided in the `next_page_token` field of a previous response.
|
|
|
|
endpoint : typing.Optional[CompatibleEndpoint]
|
|
When provided, filters the list of models to only those that are compatible with the specified endpoint.
|
|
|
|
default_only : typing.Optional[bool]
|
|
When provided, filters the list of models to only the default model to the endpoint. This parameter is only valid when `endpoint` is provided.
|
|
|
|
request_options : typing.Optional[RequestOptions]
|
|
Request-specific configuration.
|
|
|
|
Returns
|
|
-------
|
|
ListModelsResponse
|
|
OK
|
|
|
|
Examples
|
|
--------
|
|
import asyncio
|
|
|
|
from cohere import AsyncClient
|
|
|
|
client = AsyncClient(
|
|
client_name="YOUR_CLIENT_NAME",
|
|
token="YOUR_TOKEN",
|
|
)
|
|
|
|
|
|
async def main() -> None:
|
|
await client.models.list()
|
|
|
|
|
|
asyncio.run(main())
|
|
"""
|
|
_response = await self._client_wrapper.httpx_client.request(
|
|
"v1/models",
|
|
method="GET",
|
|
params={
|
|
"page_size": page_size,
|
|
"page_token": page_token,
|
|
"endpoint": endpoint,
|
|
"default_only": default_only,
|
|
},
|
|
request_options=request_options,
|
|
)
|
|
try:
|
|
if 200 <= _response.status_code < 300:
|
|
return typing.cast(
|
|
ListModelsResponse,
|
|
construct_type(
|
|
type_=ListModelsResponse, # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
if _response.status_code == 400:
|
|
raise BadRequestError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 401:
|
|
raise UnauthorizedError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 403:
|
|
raise ForbiddenError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 404:
|
|
raise NotFoundError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 422:
|
|
raise UnprocessableEntityError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 429:
|
|
raise TooManyRequestsError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 498:
|
|
raise InvalidTokenError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 499:
|
|
raise ClientClosedRequestError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 500:
|
|
raise InternalServerError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 501:
|
|
raise NotImplementedError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 503:
|
|
raise ServiceUnavailableError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
if _response.status_code == 504:
|
|
raise GatewayTimeoutError(
|
|
typing.cast(
|
|
typing.Optional[typing.Any],
|
|
construct_type(
|
|
type_=typing.Optional[typing.Any], # type: ignore
|
|
object_=_response.json(),
|
|
),
|
|
)
|
|
)
|
|
_response_json = _response.json()
|
|
except JSONDecodeError:
|
|
raise ApiError(status_code=_response.status_code, body=_response.text)
|
|
raise ApiError(status_code=_response.status_code, body=_response_json)
|