Files
openrouter-python-sdk-retry…/src/openrouter/embeddings.py
T
2025-12-04 10:46:19 -05:00

562 lines
23 KiB
Python

"""Code generated by Speakeasy (https://speakeasy.com). DO NOT EDIT."""
from .basesdk import BaseSDK
from openrouter import components, errors, operations, utils
from openrouter._hooks import HookContext
from openrouter.types import OptionalNullable, UNSET
from openrouter.utils import get_security_from_env
from openrouter.utils.unmarshal_json_response import unmarshal_json_response
from typing import Any, Mapping, Optional, Union
class Embeddings(BaseSDK):
r"""Text embedding endpoints"""
def generate(
self,
*,
input: Union[operations.InputUnion, operations.InputUnionTypedDict],
model: str,
encoding_format: Optional[operations.EncodingFormat] = None,
dimensions: Optional[int] = None,
user: Optional[str] = None,
provider: Optional[
Union[
operations.CreateEmbeddingsProvider,
operations.CreateEmbeddingsProviderTypedDict,
]
] = None,
input_type: Optional[str] = None,
retries: OptionalNullable[utils.RetryConfig] = UNSET,
server_url: Optional[str] = None,
timeout_ms: Optional[int] = None,
http_headers: Optional[Mapping[str, str]] = None,
) -> operations.CreateEmbeddingsResponse:
r"""Submit an embedding request
Submits an embedding request to the embeddings router
:param input:
:param model:
:param encoding_format:
:param dimensions:
:param user:
:param provider:
:param input_type:
:param retries: Override the default retry configuration for this method
:param server_url: Override the default server URL for this method
:param timeout_ms: Override the default request timeout configuration for this method in milliseconds
:param http_headers: Additional headers to set or replace on requests.
"""
base_url = None
url_variables = None
if timeout_ms is None:
timeout_ms = self.sdk_configuration.timeout_ms
if server_url is not None:
base_url = server_url
else:
base_url = self._get_url(base_url, url_variables)
request = operations.CreateEmbeddingsRequest(
input=utils.get_pydantic_model(input, operations.InputUnion),
model=model,
encoding_format=encoding_format,
dimensions=dimensions,
user=user,
provider=utils.get_pydantic_model(
provider, Optional[operations.CreateEmbeddingsProvider]
),
input_type=input_type,
)
req = self._build_request(
method="POST",
path="/embeddings",
base_url=base_url,
url_variables=url_variables,
request=request,
request_body_required=True,
request_has_path_params=False,
request_has_query_params=True,
user_agent_header="user-agent",
accept_header_value="application/json",
http_headers=http_headers,
security=self.sdk_configuration.security,
get_serialized_body=lambda: utils.serialize_request_body(
request, False, False, "json", operations.CreateEmbeddingsRequest
),
allow_empty_value=None,
timeout_ms=timeout_ms,
)
if retries == UNSET:
if self.sdk_configuration.retry_config is not UNSET:
retries = self.sdk_configuration.retry_config
retry_config = None
if isinstance(retries, utils.RetryConfig):
retry_config = (retries, ["429", "500", "502", "503", "504"])
http_res = self.do_request(
hook_ctx=HookContext(
config=self.sdk_configuration,
base_url=base_url or "",
operation_id="createEmbeddings",
oauth2_scopes=None,
security_source=get_security_from_env(
self.sdk_configuration.security, components.Security
),
),
request=req,
error_status_codes=[
"400",
"401",
"402",
"404",
"429",
"4XX",
"500",
"502",
"503",
"524",
"529",
"5XX",
],
retry_config=retry_config,
)
response_data: Any = None
if utils.match_response(http_res, "200", "application/json"):
return unmarshal_json_response(
operations.CreateEmbeddingsResponse, http_res
)
if utils.match_response(http_res, "400", "application/json"):
response_data = unmarshal_json_response(
errors.BadRequestResponseErrorData, http_res
)
raise errors.BadRequestResponseError(response_data, http_res)
if utils.match_response(http_res, "401", "application/json"):
response_data = unmarshal_json_response(
errors.UnauthorizedResponseErrorData, http_res
)
raise errors.UnauthorizedResponseError(response_data, http_res)
if utils.match_response(http_res, "402", "application/json"):
response_data = unmarshal_json_response(
errors.PaymentRequiredResponseErrorData, http_res
)
raise errors.PaymentRequiredResponseError(response_data, http_res)
if utils.match_response(http_res, "404", "application/json"):
response_data = unmarshal_json_response(
errors.NotFoundResponseErrorData, http_res
)
raise errors.NotFoundResponseError(response_data, http_res)
if utils.match_response(http_res, "429", "application/json"):
response_data = unmarshal_json_response(
errors.TooManyRequestsResponseErrorData, http_res
)
raise errors.TooManyRequestsResponseError(response_data, http_res)
if utils.match_response(http_res, "500", "application/json"):
response_data = unmarshal_json_response(
errors.InternalServerResponseErrorData, http_res
)
raise errors.InternalServerResponseError(response_data, http_res)
if utils.match_response(http_res, "502", "application/json"):
response_data = unmarshal_json_response(
errors.BadGatewayResponseErrorData, http_res
)
raise errors.BadGatewayResponseError(response_data, http_res)
if utils.match_response(http_res, "503", "application/json"):
response_data = unmarshal_json_response(
errors.ServiceUnavailableResponseErrorData, http_res
)
raise errors.ServiceUnavailableResponseError(response_data, http_res)
if utils.match_response(http_res, "524", "application/json"):
response_data = unmarshal_json_response(
errors.EdgeNetworkTimeoutResponseErrorData, http_res
)
raise errors.EdgeNetworkTimeoutResponseError(response_data, http_res)
if utils.match_response(http_res, "529", "application/json"):
response_data = unmarshal_json_response(
errors.ProviderOverloadedResponseErrorData, http_res
)
raise errors.ProviderOverloadedResponseError(response_data, http_res)
if utils.match_response(http_res, "4XX", "*"):
http_res_text = utils.stream_to_text(http_res)
raise errors.OpenRouterDefaultError(
"API error occurred", http_res, http_res_text
)
if utils.match_response(http_res, "5XX", "*"):
http_res_text = utils.stream_to_text(http_res)
raise errors.OpenRouterDefaultError(
"API error occurred", http_res, http_res_text
)
raise errors.OpenRouterDefaultError("Unexpected response received", http_res)
async def generate_async(
self,
*,
input: Union[operations.InputUnion, operations.InputUnionTypedDict],
model: str,
encoding_format: Optional[operations.EncodingFormat] = None,
dimensions: Optional[int] = None,
user: Optional[str] = None,
provider: Optional[
Union[
operations.CreateEmbeddingsProvider,
operations.CreateEmbeddingsProviderTypedDict,
]
] = None,
input_type: Optional[str] = None,
retries: OptionalNullable[utils.RetryConfig] = UNSET,
server_url: Optional[str] = None,
timeout_ms: Optional[int] = None,
http_headers: Optional[Mapping[str, str]] = None,
) -> operations.CreateEmbeddingsResponse:
r"""Submit an embedding request
Submits an embedding request to the embeddings router
:param input:
:param model:
:param encoding_format:
:param dimensions:
:param user:
:param provider:
:param input_type:
:param retries: Override the default retry configuration for this method
:param server_url: Override the default server URL for this method
:param timeout_ms: Override the default request timeout configuration for this method in milliseconds
:param http_headers: Additional headers to set or replace on requests.
"""
base_url = None
url_variables = None
if timeout_ms is None:
timeout_ms = self.sdk_configuration.timeout_ms
if server_url is not None:
base_url = server_url
else:
base_url = self._get_url(base_url, url_variables)
request = operations.CreateEmbeddingsRequest(
input=utils.get_pydantic_model(input, operations.InputUnion),
model=model,
encoding_format=encoding_format,
dimensions=dimensions,
user=user,
provider=utils.get_pydantic_model(
provider, Optional[operations.CreateEmbeddingsProvider]
),
input_type=input_type,
)
req = self._build_request_async(
method="POST",
path="/embeddings",
base_url=base_url,
url_variables=url_variables,
request=request,
request_body_required=True,
request_has_path_params=False,
request_has_query_params=True,
user_agent_header="user-agent",
accept_header_value="application/json",
http_headers=http_headers,
security=self.sdk_configuration.security,
get_serialized_body=lambda: utils.serialize_request_body(
request, False, False, "json", operations.CreateEmbeddingsRequest
),
allow_empty_value=None,
timeout_ms=timeout_ms,
)
if retries == UNSET:
if self.sdk_configuration.retry_config is not UNSET:
retries = self.sdk_configuration.retry_config
retry_config = None
if isinstance(retries, utils.RetryConfig):
retry_config = (retries, ["429", "500", "502", "503", "504"])
http_res = await self.do_request_async(
hook_ctx=HookContext(
config=self.sdk_configuration,
base_url=base_url or "",
operation_id="createEmbeddings",
oauth2_scopes=None,
security_source=get_security_from_env(
self.sdk_configuration.security, components.Security
),
),
request=req,
error_status_codes=[
"400",
"401",
"402",
"404",
"429",
"4XX",
"500",
"502",
"503",
"524",
"529",
"5XX",
],
retry_config=retry_config,
)
response_data: Any = None
if utils.match_response(http_res, "200", "application/json"):
return unmarshal_json_response(
operations.CreateEmbeddingsResponse, http_res
)
if utils.match_response(http_res, "400", "application/json"):
response_data = unmarshal_json_response(
errors.BadRequestResponseErrorData, http_res
)
raise errors.BadRequestResponseError(response_data, http_res)
if utils.match_response(http_res, "401", "application/json"):
response_data = unmarshal_json_response(
errors.UnauthorizedResponseErrorData, http_res
)
raise errors.UnauthorizedResponseError(response_data, http_res)
if utils.match_response(http_res, "402", "application/json"):
response_data = unmarshal_json_response(
errors.PaymentRequiredResponseErrorData, http_res
)
raise errors.PaymentRequiredResponseError(response_data, http_res)
if utils.match_response(http_res, "404", "application/json"):
response_data = unmarshal_json_response(
errors.NotFoundResponseErrorData, http_res
)
raise errors.NotFoundResponseError(response_data, http_res)
if utils.match_response(http_res, "429", "application/json"):
response_data = unmarshal_json_response(
errors.TooManyRequestsResponseErrorData, http_res
)
raise errors.TooManyRequestsResponseError(response_data, http_res)
if utils.match_response(http_res, "500", "application/json"):
response_data = unmarshal_json_response(
errors.InternalServerResponseErrorData, http_res
)
raise errors.InternalServerResponseError(response_data, http_res)
if utils.match_response(http_res, "502", "application/json"):
response_data = unmarshal_json_response(
errors.BadGatewayResponseErrorData, http_res
)
raise errors.BadGatewayResponseError(response_data, http_res)
if utils.match_response(http_res, "503", "application/json"):
response_data = unmarshal_json_response(
errors.ServiceUnavailableResponseErrorData, http_res
)
raise errors.ServiceUnavailableResponseError(response_data, http_res)
if utils.match_response(http_res, "524", "application/json"):
response_data = unmarshal_json_response(
errors.EdgeNetworkTimeoutResponseErrorData, http_res
)
raise errors.EdgeNetworkTimeoutResponseError(response_data, http_res)
if utils.match_response(http_res, "529", "application/json"):
response_data = unmarshal_json_response(
errors.ProviderOverloadedResponseErrorData, http_res
)
raise errors.ProviderOverloadedResponseError(response_data, http_res)
if utils.match_response(http_res, "4XX", "*"):
http_res_text = await utils.stream_to_text_async(http_res)
raise errors.OpenRouterDefaultError(
"API error occurred", http_res, http_res_text
)
if utils.match_response(http_res, "5XX", "*"):
http_res_text = await utils.stream_to_text_async(http_res)
raise errors.OpenRouterDefaultError(
"API error occurred", http_res, http_res_text
)
raise errors.OpenRouterDefaultError("Unexpected response received", http_res)
def list_models(
self,
*,
retries: OptionalNullable[utils.RetryConfig] = UNSET,
server_url: Optional[str] = None,
timeout_ms: Optional[int] = None,
http_headers: Optional[Mapping[str, str]] = None,
) -> components.ModelsListResponse:
r"""List all embeddings models
Returns a list of all available embeddings models and their properties
:param retries: Override the default retry configuration for this method
:param server_url: Override the default server URL for this method
:param timeout_ms: Override the default request timeout configuration for this method in milliseconds
:param http_headers: Additional headers to set or replace on requests.
"""
base_url = None
url_variables = None
if timeout_ms is None:
timeout_ms = self.sdk_configuration.timeout_ms
if server_url is not None:
base_url = server_url
else:
base_url = self._get_url(base_url, url_variables)
req = self._build_request(
method="GET",
path="/embeddings/models",
base_url=base_url,
url_variables=url_variables,
request=None,
request_body_required=False,
request_has_path_params=False,
request_has_query_params=True,
user_agent_header="user-agent",
accept_header_value="application/json",
http_headers=http_headers,
security=self.sdk_configuration.security,
allow_empty_value=None,
timeout_ms=timeout_ms,
)
if retries == UNSET:
if self.sdk_configuration.retry_config is not UNSET:
retries = self.sdk_configuration.retry_config
retry_config = None
if isinstance(retries, utils.RetryConfig):
retry_config = (retries, ["429", "500", "502", "503", "504"])
http_res = self.do_request(
hook_ctx=HookContext(
config=self.sdk_configuration,
base_url=base_url or "",
operation_id="listEmbeddingsModels",
oauth2_scopes=None,
security_source=get_security_from_env(
self.sdk_configuration.security, components.Security
),
),
request=req,
error_status_codes=["400", "4XX", "500", "5XX"],
retry_config=retry_config,
)
response_data: Any = None
if utils.match_response(http_res, "200", "application/json"):
return unmarshal_json_response(components.ModelsListResponse, http_res)
if utils.match_response(http_res, "400", "application/json"):
response_data = unmarshal_json_response(
errors.BadRequestResponseErrorData, http_res
)
raise errors.BadRequestResponseError(response_data, http_res)
if utils.match_response(http_res, "500", "application/json"):
response_data = unmarshal_json_response(
errors.InternalServerResponseErrorData, http_res
)
raise errors.InternalServerResponseError(response_data, http_res)
if utils.match_response(http_res, "4XX", "*"):
http_res_text = utils.stream_to_text(http_res)
raise errors.OpenRouterDefaultError(
"API error occurred", http_res, http_res_text
)
if utils.match_response(http_res, "5XX", "*"):
http_res_text = utils.stream_to_text(http_res)
raise errors.OpenRouterDefaultError(
"API error occurred", http_res, http_res_text
)
raise errors.OpenRouterDefaultError("Unexpected response received", http_res)
async def list_models_async(
self,
*,
retries: OptionalNullable[utils.RetryConfig] = UNSET,
server_url: Optional[str] = None,
timeout_ms: Optional[int] = None,
http_headers: Optional[Mapping[str, str]] = None,
) -> components.ModelsListResponse:
r"""List all embeddings models
Returns a list of all available embeddings models and their properties
:param retries: Override the default retry configuration for this method
:param server_url: Override the default server URL for this method
:param timeout_ms: Override the default request timeout configuration for this method in milliseconds
:param http_headers: Additional headers to set or replace on requests.
"""
base_url = None
url_variables = None
if timeout_ms is None:
timeout_ms = self.sdk_configuration.timeout_ms
if server_url is not None:
base_url = server_url
else:
base_url = self._get_url(base_url, url_variables)
req = self._build_request_async(
method="GET",
path="/embeddings/models",
base_url=base_url,
url_variables=url_variables,
request=None,
request_body_required=False,
request_has_path_params=False,
request_has_query_params=True,
user_agent_header="user-agent",
accept_header_value="application/json",
http_headers=http_headers,
security=self.sdk_configuration.security,
allow_empty_value=None,
timeout_ms=timeout_ms,
)
if retries == UNSET:
if self.sdk_configuration.retry_config is not UNSET:
retries = self.sdk_configuration.retry_config
retry_config = None
if isinstance(retries, utils.RetryConfig):
retry_config = (retries, ["429", "500", "502", "503", "504"])
http_res = await self.do_request_async(
hook_ctx=HookContext(
config=self.sdk_configuration,
base_url=base_url or "",
operation_id="listEmbeddingsModels",
oauth2_scopes=None,
security_source=get_security_from_env(
self.sdk_configuration.security, components.Security
),
),
request=req,
error_status_codes=["400", "4XX", "500", "5XX"],
retry_config=retry_config,
)
response_data: Any = None
if utils.match_response(http_res, "200", "application/json"):
return unmarshal_json_response(components.ModelsListResponse, http_res)
if utils.match_response(http_res, "400", "application/json"):
response_data = unmarshal_json_response(
errors.BadRequestResponseErrorData, http_res
)
raise errors.BadRequestResponseError(response_data, http_res)
if utils.match_response(http_res, "500", "application/json"):
response_data = unmarshal_json_response(
errors.InternalServerResponseErrorData, http_res
)
raise errors.InternalServerResponseError(response_data, http_res)
if utils.match_response(http_res, "4XX", "*"):
http_res_text = await utils.stream_to_text_async(http_res)
raise errors.OpenRouterDefaultError(
"API error occurred", http_res, http_res_text
)
if utils.match_response(http_res, "5XX", "*"):
http_res_text = await utils.stream_to_text_async(http_res)
raise errors.OpenRouterDefaultError(
"API error occurred", http_res, http_res_text
)
raise errors.OpenRouterDefaultError("Unexpected response received", http_res)