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*   ZhipuAI

On this page

ZhipuAI
=======

The `ZhipuAIEmbeddings` class uses the ZhipuAI API to generate embeddings for a given text.

Setup[​](#setup "Direct link to Setup")
---------------------------------------

You'll need to sign up for an ZhipuAI API key and set it as an environment variable named `ZHIPUAI_API_KEY`.

[https://open.bigmodel.cn](https://open.bigmodel.cn)

Then, you'll need to install the [`@langchain/community`](https://www.npmjs.com/package/@langchain/community) package:

tip

See [this section for general instructions on installing integration packages](/v0.2/docs/how_to/installation#installing-integration-packages).

*   npm
*   Yarn
*   pnpm

    npm install @langchain/community jsonwebtoken

    yarn add @langchain/community jsonwebtoken

    pnpm add @langchain/community jsonwebtoken

Usage[​](#usage "Direct link to Usage")
---------------------------------------

    import { ZhipuAIEmbeddings } from "@langchain/community/embeddings/zhipuai";const model = new ZhipuAIEmbeddings({});const res = await model.embedQuery(  "What would be a good company name a company that makes colorful socks?");console.log({ res });

#### API Reference:

*   [ZhipuAIEmbeddings](https://v02.api.js.langchain.com/classes/langchain_community_embeddings_zhipuai.ZhipuAIEmbeddings.html) from `@langchain/community/embeddings/zhipuai`

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*   [Setup](#setup)
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