README.md

Embeddings

(embeddings)

Overview

Embeddings API.

Available Operations

• create - Embeddings

create

Embeddings

Example Usage

import { Mistral } from "@mistralai/mistralai";

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

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

  // Handle the result
  console.log(result);
}

run();

Standalone function

The standalone function version of this method:

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, {
    inputs: [
      "Embed this sentence.",
      "As well as this one.",
    ],
    model: "Wrangler",
  });

  if (!res.ok) {
    throw res.error;
  }

  const { value: result } = res;

  // Handle the result
  console.log(result);
}

run();

Parameters

Parameter	Type	Required	Description
request	components.EmbeddingRequest	✔️	The request object to use for the request.
options	RequestOptions	➖	Used to set various options for making HTTP requests.
options.fetchOptions	RequestInit	➖	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	➖	Enables retrying HTTP requests under certain failure conditions.

Response

Promise<components.EmbeddingResponse>

Errors

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