openrouter-python-sdk-retry-errors/docs/sdks/embeddings/README.md

Embeddings

(embeddings)

Overview

Text embedding endpoints

Available Operations

• generate - Submit an embedding request
• list_models - List all embeddings models

generate

Submits an embedding request to the embeddings router

Example Usage

from openrouter import OpenRouter
import os


with OpenRouter(
    api_key=os.getenv("OPENROUTER_API_KEY", ""),
) as open_router:

    res = open_router.embeddings.generate(input="<value>", model="Taurus", provider={
        "data_collection": "allow",
        "zdr": True,
        "enforce_distillable_text": True,
        "order": [
            "OpenAI",
        ],
        "only": [
            "OpenAI",
        ],
        "ignore": [
            "OpenAI",
        ],
        "quantizations": [
            "fp16",
        ],
        "sort": "price",
    })

    # Handle response
    print(res)

Parameters

Parameter	Type	Required	Description
input	operations.InputUnion	✔️	N/A
model	str	✔️	N/A
encoding_format	Optional[operations.EncodingFormat]	➖	N/A
dimensions	Optional[int]	➖	N/A
user	Optional[str]	➖	N/A
provider	Optional[operations.CreateEmbeddingsProvider]	➖	N/A
input_type	Optional[str]	➖	N/A
retries	Optional[utils.RetryConfig]	➖	Configuration to override the default retry behavior of the client.

Response

operations.CreateEmbeddingsResponse

Errors

Error Type	Status Code	Content Type
errors.BadRequestResponseError	400	application/json
errors.UnauthorizedResponseError	401	application/json
errors.PaymentRequiredResponseError	402	application/json
errors.NotFoundResponseError	404	application/json
errors.TooManyRequestsResponseError	429	application/json
errors.InternalServerResponseError	500	application/json
errors.BadGatewayResponseError	502	application/json
errors.ServiceUnavailableResponseError	503	application/json
errors.EdgeNetworkTimeoutResponseError	524	application/json
errors.ProviderOverloadedResponseError	529	application/json
errors.OpenRouterDefaultError	4XX, 5XX	*/*

list_models

Returns a list of all available embeddings models and their properties

Example Usage

from openrouter import OpenRouter
import os


with OpenRouter(
    api_key=os.getenv("OPENROUTER_API_KEY", ""),
) as open_router:

    res = open_router.embeddings.list_models()

    # Handle response
    print(res)

Parameters

Parameter	Type	Required	Description
retries	Optional[utils.RetryConfig]	➖	Configuration to override the default retry behavior of the client.

Response

components.ModelsListResponse

Errors

Error Type	Status Code	Content Type
errors.BadRequestResponseError	400	application/json
errors.InternalServerResponseError	500	application/json
errors.OpenRouterDefaultError	4XX, 5XX	*/*