# Embeddings

## Overview

Embeddings API.

### Available Operations

* [create](#create) - Embeddings

## create

Embeddings

### Example Usage

<!-- UsageSnippet language="typescript" operationID="embeddings_v1_embeddings_post" method="post" path="/v1/embeddings" example="userExample" -->
```typescript
import { Mistral } from "@mistralai/mistralai";

const mistral = new Mistral({
  apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});

async function run() {
  const result = await mistral.embeddings.create({
    model: "mistral-embed",
    inputs: [
      "Embed this sentence.",
      "As well as this one.",
    ],
  });

  console.log(result);
}

run();
```

### Standalone function

The standalone function version of this method:

```typescript
import { MistralCore } from "@mistralai/mistralai/core.js";
import { embeddingsCreate } from "@mistralai/mistralai/funcs/embeddingsCreate.js";

// Use `MistralCore` for best tree-shaking performance.
// You can create one instance of it to use across an application.
const mistral = new MistralCore({
  apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});

async function run() {
  const res = await embeddingsCreate(mistral, {
    model: "mistral-embed",
    inputs: [
      "Embed this sentence.",
      "As well as this one.",
    ],
  });
  if (res.ok) {
    const { value: result } = res;
    console.log(result);
  } else {
    console.log("embeddingsCreate failed:", res.error);
  }
}

run();
```

### Parameters

| Parameter                                                                                                                                                                      | Type                                                                                                                                                                           | Required                                                                                                                                                                       | Description                                                                                                                                                                    |
| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| `request`                                                                                                                                                                      | [components.EmbeddingRequest](../../models/components/embeddingrequest.md)                                                                                                     | :heavy_check_mark:                                                                                                                                                             | The request object to use for the request.                                                                                                                                     |
| `options`                                                                                                                                                                      | RequestOptions                                                                                                                                                                 | :heavy_minus_sign:                                                                                                                                                             | Used to set various options for making HTTP requests.                                                                                                                          |
| `options.fetchOptions`                                                                                                                                                         | [RequestInit](https://developer.mozilla.org/en-US/docs/Web/API/Request/Request#options)                                                                                        | :heavy_minus_sign:                                                                                                                                                             | Options that are passed to the underlying HTTP request. This can be used to inject extra headers for examples. All `Request` options, except `method` and `body`, are allowed. |
| `options.retries`                                                                                                                                                              | [RetryConfig](../../lib/utils/retryconfig.md)                                                                                                                                  | :heavy_minus_sign:                                                                                                                                                             | Enables retrying HTTP requests under certain failure conditions.                                                                                                               |

### Response

**Promise\<[components.EmbeddingResponse](../../models/components/embeddingresponse.md)\>**

### Errors

| Error Type                 | Status Code                | Content Type               |
| -------------------------- | -------------------------- | -------------------------- |
| errors.HTTPValidationError | 422                        | application/json           |
| errors.SDKError            | 4XX, 5XX                   | \*/\*                      |