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README

project overview

Vercel AI SDK

The Vercel AI SDK is a TypeScript toolkit for building AI-powered applications with React, Next.js, Vue, Svelte, and Node.js. It provides a unified API for working with large language models and streaming AI responses to the frontend.

Key Features

  • Unified Provider API: Single interface for OpenAI, Anthropic, Google, Mistral, and 20+ other providers
  • Streaming: First-class streaming support with backpressure handling
  • React Hooks: useChat, useCompletion, and useAssistant for common AI UI patterns
  • Server Actions: Full support for Next.js Server Actions and React Server Components
  • Structured Output: Type-safe structured data generation with Zod schema validation
  • Tool Calling: Define and execute tools with automatic parameter validation
  • Middleware: Composable middleware for logging, caching, rate limiting, and guardrails
  • Multi-Modal: Support for text, image, audio, and file inputs/outputs

Installation

npm install ai @ai-sdk/openai

Quick Start

Chat Application

import { openai } from '@ai-sdk/openai';
import { streamText } from 'ai';

const result = streamText({
  model: openai('gpt-4-turbo'),
  messages: [
    { role: 'user', content: 'Explain quantum computing in simple terms.' }
  ],
});

for await (const chunk of result.textStream) {
  process.stdout.write(chunk);
}

React Hook

'use client';
import { useChat } from 'ai/react';

export default function Chat() {
  const { messages, input, handleInputChange, handleSubmit } = useChat();

  return (
    <div>
      {messages.map(m => (
        <div key={m.id}>{m.role}: {m.content}</div>
      ))}
      <form onSubmit={handleSubmit}>
        <input value={input} onChange={handleInputChange} />
      </form>
    </div>
  );
}

Provider Support

The AI SDK supports providers through a standardized interface:

ProviderPackageModels
OpenAI@ai-sdk/openaiGPT-4, GPT-4 Turbo, GPT-3.5
Anthropic@ai-sdk/anthropicClaude 3.5, Claude 3, Claude 4
Google@ai-sdk/googleGemini Pro, Gemini Ultra
Mistral@ai-sdk/mistralMistral Large, Mixtral

Documentation

License

Apache License 2.0