---
title: MistralAI
---

To use MistralAI embeddings, you need to import `MistralAIEmbedding` from `@llamaindex/mistral`.

## Installation

```package-install
npm i llamaindex @llamaindex/mistral
```

```ts
import { Document, Settings, VectorStoreIndex } from "llamaindex";
import { MistralAIEmbedding } from "@llamaindex/mistral";

// Update Embed Model
Settings.embedModel = new MistralAIEmbedding({
  apiKey: "<YOUR_API_KEY>",
});

const document = new Document({ text: essay, id_: "essay" });

const index = await VectorStoreIndex.fromDocuments([document]);

const queryEngine = index.asQueryEngine();

const query = "What is the meaning of life?";

const results = await queryEngine.query({
  query,
});
```

## API Reference

- [MistralAIEmbedding](/docs/api/classes/MistralAIEmbedding)
