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zhipu-ai-provider

v0.3.0

Published

Vercel AI SDK Custom Provider for Services from Zhipu (Z.ai)

Readme

Zhipu AI Provider - Vercel AI SDK Community Provider

This is a Zhipu (Z.ai) provider for the Vercel AI SDK. It supports AI SDK 6 and the LanguageModelV3 custom-provider contract for language models, plus embedding and image models provided on bigmodel.cn or z.ai by ZhipuAI.

Setup

# npm
npm i zhipu-ai-provider

# pnpm
pnpm add zhipu-ai-provider

# yarn
yarn add zhipu-ai-provider

# bun
bun add zhipu-ai-provider

Set up your .env file / environment with your API key.

ZHIPU_API_KEY=<your-api-key>

Provider Instance

You can import the default provider instance zhipu from zhipu-ai-provider (This automatically reads the API key from the environment variable ZHIPU_API_KEY):

import { zhipu } from 'zhipu-ai-provider' // for bigmodel.cn
// or
import { zai } from 'zhipu-ai-provider' // for z.ai

Alternatively, you can create a provider instance with custom configuration with createZhipu:

import { createZhipu } from 'zhipu-ai-provider';

const zhipu = createZhipu({
  baseURL: "https://open.bigmodel.cn/api/paas/v4",
  apiKey: "your-api-key"
});

You can use the following optional settings to customize the Zhipu provider instance:

  • baseURL: string
    • Use a different URL prefix for API calls, e.g. to use proxy servers. The default prefix is https://open.bigmodel.cn/api/paas/v4.
  • apiKey: string
    • Your API key for Zhipu BigModel Platform. If not provided, the provider will attempt to read the API key from the environment variable ZHIPU_API_KEY.
  • headers: Record<string,string>
    • Custom headers to include in the requests.

Language Model Example

import { generateText } from 'ai';
import { zhipu } from 'zhipu-ai-provider';

const { text } = await generateText({
  model: zhipu('glm-5'), // or use 'GLM-4.7-Flash' for free
  prompt: 'Why is the sky blue?',
});

console.log(result)

To disable thinking for hybrid models like glm-5, set thinking.type to disabled either in the model options or in providerOptions.zhipu:

const { text } = await generateText({
  model: zhipu('glm-5', {
    thinking: {
      type: 'disabled'
    },
  }),
  prompt: 'Explain quantum computing in simple terms.',
});

or

const { text } = await generateText({
  model: zhipu('glm-5'),
  prompt: 'Explain quantum computing in simple terms.',
  providerOptions: {
    zhipu: {
      thinking: {
        type: 'disabled'
      }
    }
  }
});

Only function tools are supported. Provider-defined tools are not currently implemented.

Embedding Example

const { embedding } = await embed({
  model: zhipu.embeddingModel("embedding-3", {
    dimensions: 256, // Optional, defaults to 2048
  }),
  value: "Hello, world!",
});

console.log(embedding);

textEmbeddingModel(...) is still available as a deprecated compatibility alias.

Image Generation Example

Zhipu supports image generation with glm-image or cogview models, but the api does not return images in base64 or buffer format, so the image urls are returned in the providerMetadata field.

import { experimental_generateImage as generateImage } from 'ai';
import { zhipu } from 'zhipu-ai-provider';

const { image, providerMetadata } = await generateImage({
  model: zhipu.imageModel('glm-image'),  // or use 'Cogview-3-Flash' for free
  prompt: 'A beautiful landscape with mountains and a river',
  size: '1024x1024',  // optional
  providerOptions: {  // optional
      zhipu: {
          quality: 'hd'
      }
  }
});

console.log(providerMetadata.zhipu.images[0].url)

Features Support

| Feature | Zhipu (bigmodel.cn) | Z.ai (z.ai) | | --------------------------------------------------------------- | ------------------------------------------- | ---------------------------- | | Text generation | ✓ | ✓ | | Streaming | ✓ | ✓ | | Embedding | ✓ | x | | Image generation | ✓ | ✓ | | Tools | ✓ | ✓ | | JSON response format | ✓ | ✓ | | Reasoning | ✓ | ✓ | | Vision | ✓ | ✓ | | Vision reasoning | ✓ | ✓ | | Schema-guided structured output for reasoning and vision models | — | — | | Provider-defined tools | — | — | | Video models | — | — | | Audio models | — | — | | OCR models | — | — |

Documentation

Maintainer Examples

Runnable maintainer-facing demo scripts live in examples/README.md. They cover text generation, streaming, reasoning, tool calls, vision prompts, embeddings, and image generation.