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Vercel AI SDK

TypeScript toolkit for building AI-powered applications across frameworks

JavaScript
TypeScript
AI
Framework
Stars
9.2k
Contributors
120
Rating
4.8
Forks
850
License

A comprehensive TypeScript SDK that enables developers to build AI-powered applications and agents across React, Next.js, Vue, Svelte, and Node.js with unified provider APIs and streaming capabilities.

Features

Unified Provider API

Switch between AI providers by changing a single line of code

Generative UI

Create dynamic, AI-powered user interfaces with React components

Streaming Responses

Real-time AI response streaming for instant user feedback

Framework Agnostic

Works seamlessly across React, Vue, Svelte, and more

Type Safety

Full TypeScript support with comprehensive type definitions

Edge Runtime

Optimized for edge computing and serverless environments

Usability

USABILITY
Excellent
SETUP
Easy
PLATFORMS
7+
Supported
React
Next.js
Vue
Svelte
Node.js
Solid
Nuxt

Dependencies: Framework-specific packages, AI provider credentials

Integrations

Compatible Tools

Supported integrations and platforms

OpenAI
Anthropic
Google AI
Cohere
Hugging Face
Replicate
Mistral
Groq
Azure OpenAI
4.8/5

The Vercel AI SDK has become the go-to choice for building AI-powered web applications, offering excellent developer experience with comprehensive TypeScript support and seamless framework integration.

Pros

  • +Exceptional developer experience with TypeScript-first design
  • +Unified API makes switching between AI providers effortless
  • +Excellent streaming support for real-time user interactions
  • +Comprehensive framework support across the JavaScript ecosystem
  • +Generative UI capabilities enable innovative user experiences
  • +Active development and community support from Vercel
  • +Edge runtime optimization for performance

Cons

  • -Primarily focused on web frameworks (limited mobile support)
  • -Some advanced features require Vercel platform for optimal experience
  • -Learning curve for developers new to streaming patterns

Reviewed by Web Development Community

Vercel AI SDK: The Complete TypeScript AI Toolkit

The Vercel AI SDK has revolutionized how developers build AI-powered web applications, providing a unified, type-safe interface for integrating AI capabilities across the entire JavaScript ecosystem.

Why Choose Vercel AI SDK?

Unified Provider Experience

One of the SDK's standout features is its unified API that abstracts away the differences between AI providers. This means you can start with OpenAI and seamlessly switch to Anthropic, Google AI, or any other supported provider without rewriting your application logic.

Framework Flexibility

Whether you're building with React, Next.js, Vue, Svelte, or even vanilla Node.js, the AI SDK provides framework-specific optimizations while maintaining a consistent developer experience.

Production-Ready Streaming

The SDK's streaming capabilities ensure users see AI responses in real-time, creating engaging experiences that feel responsive and interactive.

Installation

npm install ai

Quick Start Examples

React Chat Interface

import { useChat } from 'ai/react'

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

  return (
    <div>
      {messages.map(message => (
        <div key={message.id}>
          <strong>{message.role}:</strong> {message.content}
        </div>
      ))}
      
      <form onSubmit={handleSubmit}>
        <input value={input} onChange={handleInputChange} />
        <button type="submit">Send</button>
      </form>
    </div>
  )
}

Generative UI

import { generateObject } from 'ai'
import { WeatherCard } from './components/WeatherCard'

const result = await generateObject({
  model: openai('gpt-4'),
  schema: z.object({
    location: z.string(),
    temperature: z.number(),
    condition: z.string(),
  }),
  prompt: 'Get current weather for San Francisco',
})

return <WeatherCard {...result.object} />

API Route (Next.js)

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

export async function POST(req: Request) {
  const { messages } = await req.json()

  const result = await streamText({
    model: openai('gpt-4'),
    messages,
  })

  return result.toAIStreamResponse()
}

Provider Switching

// Easy provider switching
import { openai } from '@ai-sdk/openai'
import { anthropic } from '@ai-sdk/anthropic'

// Use OpenAI
const openaiResult = await generateText({
  model: openai('gpt-4'),
  prompt: 'Hello world'
})

// Switch to Anthropic with same API
const anthropicResult = await generateText({
  model: anthropic('claude-3-5-sonnet-20241022'),
  prompt: 'Hello world'
})

The Vercel AI SDK has become essential for modern web development teams building AI-powered applications, offering the perfect balance of simplicity and power needed for production applications.

Quick Links

Essential project resources

Latest Release

Version information

Version
v3.0.12
Date12/15/2024

Community

Activity and engagement

Issues (6m)450
DiscussionsActive

Project Info

Technical details

License
Apache-2.0
Stars9.2k
Forks850