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docs: Mintlify MDX docs + docs.json; bump Speakeasy to 1.787.0 (#382)
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---
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title: "Rerank"
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description: "Rerank endpoints"
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---
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## Overview
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Rerank endpoints
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### Available Operations
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* [rerank](#rerank) - Submit a rerank request
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## rerank
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Submits a rerank request to the rerank router
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### Example Usage
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```python
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from openrouter import OpenRouter
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import os
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with OpenRouter(
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http_referer="<value>",
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x_open_router_title="<value>",
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x_open_router_categories="<value>",
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api_key=os.getenv("OPENROUTER_API_KEY", ""),
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) as open_router:
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res = open_router.rerank.rerank(documents=[
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"Paris is the capital of France.",
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"Berlin is the capital of Germany.",
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], model="cohere/rerank-v3.5", query="What is the capital of France?")
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# Handle response
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print(res)
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```
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### Parameters
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| Parameter | Type | Required | Description | Example |
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| ------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- |
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| `documents` | List[[operations.Document](../../operations/document.mdx)] | :heavy_check_mark: | The list of documents to rerank. Documents may be plain strings, or structured objects with `text` and/or `image` for multimodal models. | [<br/>"Paris is the capital of France.",<br/>"Berlin is the capital of Germany."<br/>] |
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| `model` | *str* | :heavy_check_mark: | The rerank model to use | cohere/rerank-v3.5 |
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| `query` | *str* | :heavy_check_mark: | The search query to rerank documents against | What is the capital of France? |
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| `http_referer` | *Optional[str]* | :heavy_minus_sign: | The app identifier should be your app's URL and is used as the primary identifier for rankings.<br/>This is used to track API usage per application.<br/> | |
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| `x_open_router_title` | *Optional[str]* | :heavy_minus_sign: | The app display name allows you to customize how your app appears in OpenRouter's dashboard.<br/> | |
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| `x_open_router_categories` | *Optional[str]* | :heavy_minus_sign: | Comma-separated list of app categories (e.g. "cli-agent,cloud-agent"). Used for marketplace rankings.<br/> | |
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| `provider` | [OptionalNullable[components.ProviderPreferences]](../../components/providerpreferences.mdx) | :heavy_minus_sign: | N/A | \{<br/>"allow_fallbacks": true<br/>} |
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| `top_n` | *Optional[int]* | :heavy_minus_sign: | Number of most relevant documents to return | 3 |
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| `retries` | [Optional[utils.RetryConfig]](../../models/utils/retryconfig.mdx) | :heavy_minus_sign: | Configuration to override the default retry behavior of the client. | |
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### Response
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**[operations.CreateRerankResponse](../../operations/creatererankresponse.mdx)**
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### Errors
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| Error Type | Status Code | Content Type |
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| -------------------------------------- | -------------------------------------- | -------------------------------------- |
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| errors.BadRequestResponseError | 400 | application/json |
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| errors.UnauthorizedResponseError | 401 | application/json |
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| errors.PaymentRequiredResponseError | 402 | application/json |
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| errors.NotFoundResponseError | 404 | application/json |
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| errors.TooManyRequestsResponseError | 429 | application/json |
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| errors.InternalServerResponseError | 500 | application/json |
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| errors.BadGatewayResponseError | 502 | application/json |
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| errors.ServiceUnavailableResponseError | 503 | application/json |
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| errors.EdgeNetworkTimeoutResponseError | 524 | application/json |
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| errors.ProviderOverloadedResponseError | 529 | application/json |
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| errors.OpenRouterDefaultError | 4XX, 5XX | \*/\* |
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