"""Code generated by Speakeasy (https://speakeasy.com). DO NOT EDIT.""" from .basesdk import BaseSDK from enum import Enum from jsonpath import JSONPath 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, Awaitable, Dict, List, Mapping, Optional, Union class GenerateAcceptEnum(str, Enum): APPLICATION_JSON = "application/json" TEXT_EVENT_STREAM = "text/event-stream" class Embeddings(BaseSDK): r"""Text embedding endpoints""" def generate( self, *, input: Union[operations.InputUnion, operations.InputUnionTypedDict], model: str, http_referer: Optional[str] = None, x_open_router_title: Optional[str] = None, x_open_router_categories: Optional[str] = None, dimensions: Optional[int] = None, encoding_format: Optional[operations.EncodingFormat] = None, input_type: Optional[str] = None, provider: OptionalNullable[ Union[ components.ProviderPreferences, components.ProviderPreferencesTypedDict ] ] = UNSET, user: Optional[str] = None, retries: OptionalNullable[utils.RetryConfig] = UNSET, server_url: Optional[str] = None, accept_header_override: Optional[GenerateAcceptEnum] = 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: Text, token, or multimodal input(s) to embed :param model: The model to use for embeddings :param http_referer: The app identifier should be your app's URL and is used as the primary identifier for rankings. This is used to track API usage per application. :param x_open_router_title: The app display name allows you to customize how your app appears in OpenRouter's dashboard. :param x_open_router_categories: Comma-separated list of app categories (e.g. \"cli-agent,cloud-agent\"). Used for marketplace rankings. :param dimensions: The number of dimensions for the output embeddings :param encoding_format: The format of the output embeddings :param input_type: The type of input (e.g. search_query, search_document) :param provider: :param user: A unique identifier for the end-user :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 accept_header_override: Override the default accept header for this method :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( http_referer=http_referer, x_open_router_title=x_open_router_title, x_open_router_categories=x_open_router_categories, request_body=operations.CreateEmbeddingsRequestBody( dimensions=dimensions, encoding_format=encoding_format, input=utils.get_pydantic_model(input, operations.InputUnion), input_type=input_type, model=model, provider=utils.get_pydantic_model( provider, OptionalNullable[components.ProviderPreferences] ), user=user, ), ) 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=accept_header_override.value if accept_header_override is not None else "application/json;q=1, text/event-stream;q=0", http_headers=http_headers, _globals=operations.CreateEmbeddingsGlobals( http_referer=self.sdk_configuration.globals.http_referer, x_open_router_title=self.sdk_configuration.globals.x_open_router_title, x_open_router_categories=self.sdk_configuration.globals.x_open_router_categories, ), security=self.sdk_configuration.security, get_serialized_body=lambda: utils.serialize_request_body( request.request_body, False, False, "json", operations.CreateEmbeddingsRequestBody, ), 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 else: retries = utils.RetryConfig( "backoff", utils.BackoffStrategy(500, 60000, 1.5, 3600000), True ) retry_config = None if isinstance(retries, utils.RetryConfig): retry_config = (retries, ["5XX"]) 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 ), tags=["Embeddings"], extensions=None, ), request=req, is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c), retry_config=retry_config, ) response_data: Any = None if utils.match_response(http_res, "200", "application/json"): return unmarshal_json_response( operations.CreateEmbeddingsResponseBody, http_res ) if utils.match_response(http_res, "200", "text/event-stream"): return http_res.text 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, http_referer: Optional[str] = None, x_open_router_title: Optional[str] = None, x_open_router_categories: Optional[str] = None, dimensions: Optional[int] = None, encoding_format: Optional[operations.EncodingFormat] = None, input_type: Optional[str] = None, provider: OptionalNullable[ Union[ components.ProviderPreferences, components.ProviderPreferencesTypedDict ] ] = UNSET, user: Optional[str] = None, retries: OptionalNullable[utils.RetryConfig] = UNSET, server_url: Optional[str] = None, accept_header_override: Optional[GenerateAcceptEnum] = 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: Text, token, or multimodal input(s) to embed :param model: The model to use for embeddings :param http_referer: The app identifier should be your app's URL and is used as the primary identifier for rankings. This is used to track API usage per application. :param x_open_router_title: The app display name allows you to customize how your app appears in OpenRouter's dashboard. :param x_open_router_categories: Comma-separated list of app categories (e.g. \"cli-agent,cloud-agent\"). Used for marketplace rankings. :param dimensions: The number of dimensions for the output embeddings :param encoding_format: The format of the output embeddings :param input_type: The type of input (e.g. search_query, search_document) :param provider: :param user: A unique identifier for the end-user :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 accept_header_override: Override the default accept header for this method :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( http_referer=http_referer, x_open_router_title=x_open_router_title, x_open_router_categories=x_open_router_categories, request_body=operations.CreateEmbeddingsRequestBody( dimensions=dimensions, encoding_format=encoding_format, input=utils.get_pydantic_model(input, operations.InputUnion), input_type=input_type, model=model, provider=utils.get_pydantic_model( provider, OptionalNullable[components.ProviderPreferences] ), user=user, ), ) 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=accept_header_override.value if accept_header_override is not None else "application/json;q=1, text/event-stream;q=0", http_headers=http_headers, _globals=operations.CreateEmbeddingsGlobals( http_referer=self.sdk_configuration.globals.http_referer, x_open_router_title=self.sdk_configuration.globals.x_open_router_title, x_open_router_categories=self.sdk_configuration.globals.x_open_router_categories, ), security=self.sdk_configuration.security, get_serialized_body=lambda: utils.serialize_request_body( request.request_body, False, False, "json", operations.CreateEmbeddingsRequestBody, ), 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 else: retries = utils.RetryConfig( "backoff", utils.BackoffStrategy(500, 60000, 1.5, 3600000), True ) retry_config = None if isinstance(retries, utils.RetryConfig): retry_config = (retries, ["5XX"]) 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 ), tags=["Embeddings"], extensions=None, ), request=req, is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c), retry_config=retry_config, ) response_data: Any = None if utils.match_response(http_res, "200", "application/json"): return unmarshal_json_response( operations.CreateEmbeddingsResponseBody, http_res ) if utils.match_response(http_res, "200", "text/event-stream"): return http_res.text 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, *, http_referer: Optional[str] = None, x_open_router_title: Optional[str] = None, x_open_router_categories: Optional[str] = None, offset: Optional[int] = 0, limit: Optional[int] = 500, retries: OptionalNullable[utils.RetryConfig] = UNSET, server_url: Optional[str] = None, timeout_ms: Optional[int] = None, http_headers: Optional[Mapping[str, str]] = None, ) -> Optional[operations.ListEmbeddingsModelsResponse]: r"""List all embeddings models Returns a list of all available embeddings models and their properties :param http_referer: The app identifier should be your app's URL and is used as the primary identifier for rankings. This is used to track API usage per application. :param x_open_router_title: The app display name allows you to customize how your app appears in OpenRouter's dashboard. :param x_open_router_categories: Comma-separated list of app categories (e.g. \"cli-agent,cloud-agent\"). Used for marketplace rankings. :param offset: Number of records to skip for pagination. When both offset and limit are omitted, the full list is returned :param limit: Maximum number of records to return (max 1000). When both offset and limit are omitted, the full list is returned :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.ListEmbeddingsModelsRequest( http_referer=http_referer, x_open_router_title=x_open_router_title, x_open_router_categories=x_open_router_categories, offset=offset, limit=limit, ) req = self._build_request( method="GET", path="/embeddings/models", base_url=base_url, url_variables=url_variables, request=request, 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, _globals=operations.ListEmbeddingsModelsGlobals( http_referer=self.sdk_configuration.globals.http_referer, x_open_router_title=self.sdk_configuration.globals.x_open_router_title, x_open_router_categories=self.sdk_configuration.globals.x_open_router_categories, ), 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 else: retries = utils.RetryConfig( "backoff", utils.BackoffStrategy(500, 60000, 1.5, 3600000), True ) retry_config = None if isinstance(retries, utils.RetryConfig): retry_config = (retries, ["5XX"]) 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 ), tags=["Embeddings"], extensions=None, ), request=req, is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c), retry_config=retry_config, ) def next_func() -> Optional[operations.ListEmbeddingsModelsResponse]: body = utils.unmarshal_json(http_res.text, Union[Dict[Any, Any], List[Any]]) offset = request.offset if isinstance(request.offset, int) else 0 if not http_res.text: return None results = JSONPath("$.data").parse(body) if len(results) == 0 or len(results[0]) == 0: return None limit_ = request.limit if isinstance(request.limit, int) else 500 if len(results[0]) < limit_: return None next_offset = offset + len(results[0]) return self.list_models( http_referer=http_referer, x_open_router_title=x_open_router_title, x_open_router_categories=x_open_router_categories, offset=next_offset, limit=limit, retries=retries, server_url=server_url, timeout_ms=timeout_ms, http_headers=http_headers, ) response_data: Any = None if utils.match_response(http_res, "200", "application/json"): return operations.ListEmbeddingsModelsResponse( result=unmarshal_json_response(components.ModelsListResponse, http_res), next=next_func, ) 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, *, http_referer: Optional[str] = None, x_open_router_title: Optional[str] = None, x_open_router_categories: Optional[str] = None, offset: Optional[int] = 0, limit: Optional[int] = 500, retries: OptionalNullable[utils.RetryConfig] = UNSET, server_url: Optional[str] = None, timeout_ms: Optional[int] = None, http_headers: Optional[Mapping[str, str]] = None, ) -> Optional[operations.ListEmbeddingsModelsResponse]: r"""List all embeddings models Returns a list of all available embeddings models and their properties :param http_referer: The app identifier should be your app's URL and is used as the primary identifier for rankings. This is used to track API usage per application. :param x_open_router_title: The app display name allows you to customize how your app appears in OpenRouter's dashboard. :param x_open_router_categories: Comma-separated list of app categories (e.g. \"cli-agent,cloud-agent\"). Used for marketplace rankings. :param offset: Number of records to skip for pagination. When both offset and limit are omitted, the full list is returned :param limit: Maximum number of records to return (max 1000). When both offset and limit are omitted, the full list is returned :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.ListEmbeddingsModelsRequest( http_referer=http_referer, x_open_router_title=x_open_router_title, x_open_router_categories=x_open_router_categories, offset=offset, limit=limit, ) req = self._build_request_async( method="GET", path="/embeddings/models", base_url=base_url, url_variables=url_variables, request=request, 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, _globals=operations.ListEmbeddingsModelsGlobals( http_referer=self.sdk_configuration.globals.http_referer, x_open_router_title=self.sdk_configuration.globals.x_open_router_title, x_open_router_categories=self.sdk_configuration.globals.x_open_router_categories, ), 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 else: retries = utils.RetryConfig( "backoff", utils.BackoffStrategy(500, 60000, 1.5, 3600000), True ) retry_config = None if isinstance(retries, utils.RetryConfig): retry_config = (retries, ["5XX"]) 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 ), tags=["Embeddings"], extensions=None, ), request=req, is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c), retry_config=retry_config, ) def next_func() -> Awaitable[Optional[operations.ListEmbeddingsModelsResponse]]: body = utils.unmarshal_json(http_res.text, Union[Dict[Any, Any], List[Any]]) async def empty_result(): return None offset = request.offset if isinstance(request.offset, int) else 0 if not http_res.text: return empty_result() results = JSONPath("$.data").parse(body) if len(results) == 0 or len(results[0]) == 0: return empty_result() limit_ = request.limit if isinstance(request.limit, int) else 500 if len(results[0]) < limit_: return empty_result() next_offset = offset + len(results[0]) return self.list_models_async( http_referer=http_referer, x_open_router_title=x_open_router_title, x_open_router_categories=x_open_router_categories, offset=next_offset, limit=limit, retries=retries, server_url=server_url, timeout_ms=timeout_ms, http_headers=http_headers, ) response_data: Any = None if utils.match_response(http_res, "200", "application/json"): return operations.ListEmbeddingsModelsResponse( result=unmarshal_json_response(components.ModelsListResponse, http_res), next=next_func, ) 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)