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Embeddings

(embeddings)

Overview

Embeddings API.

Available Operations

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({
    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:

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 ✔️ 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 */*