ZhipuAI

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

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

Then, you'll need to install the @langchain/community package:

tip

See this section for general instructions on installing integration packages.

npm

npm install @langchain/community @langchain/core jsonwebtoken

Yarn

yarn add @langchain/community @langchain/core jsonwebtoken

pnpm

pnpm add @langchain/community @langchain/core jsonwebtoken

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 from @langchain/community/embeddings/zhipuai

Related

• Embedding model conceptual guide
• Embedding model how-to guides