AI Development

AI SDK Providers

AI SDK providers are adapter packages that connect Vercel's AI SDK to specific AI model services. Each provider translates the AI SDK's unified API into the ...

AI SDK Providers

AI SDK providers are adapter packages that connect Vercel's AI SDK to specific AI model services. Each provider translates the AI SDK's unified API into the format required by a particular service, letting you switch between models by changing a single import and model name.

How Providers Work

All providers follow the same pattern:

import { providerName } from '@ai-sdk/provider-name';
import { generateText } from 'ai';

const { text } = await generateText({
  model: providerName('model-id'),
  prompt: 'Hello!',
});

Language Model Providers

OpenAI (@ai-sdk/openai)

import { openai } from '@ai-sdk/openai';
// openai('gpt-4o'), openai('gpt-4o-mini'), openai.responses('gpt-4o')

Anthropic (@ai-sdk/anthropic)

import { anthropic } from '@ai-sdk/anthropic';
// anthropic('claude-sonnet-4-20250514'), anthropic('claude-haiku-4-5-20251001')

Google Generative AI (@ai-sdk/google)

import { google } from '@ai-sdk/google';
// google('gemini-2.0-flash'), google('gemini-2.0-pro')

Mistral (@ai-sdk/mistral)

import { mistral } from '@ai-sdk/mistral';
// mistral('mistral-large-latest'), mistral('mistral-small-latest')

xAI Grok (@ai-sdk/xai)

import { xai } from '@ai-sdk/xai';
// xai('grok-2')

DeepSeek (@ai-sdk/deepseek)

import { deepseek } from '@ai-sdk/deepseek';
// deepseek('deepseek-chat'), deepseek('deepseek-reasoner')

Groq (@ai-sdk/groq)

import { groq } from '@ai-sdk/groq';
// groq('llama-3.3-70b-versatile'), groq('llama-3.1-8b-instant')

Cerebras (@ai-sdk/cerebras)

import { cerebras } from '@ai-sdk/cerebras';
// cerebras('llama3.3-70b'), cerebras('llama3.1-8b')

Perplexity (@ai-sdk/perplexity)

import { perplexity } from '@ai-sdk/perplexity';
// perplexity('sonar-pro'), perplexity('sonar')

Cohere (@ai-sdk/cohere)

import { cohere } from '@ai-sdk/cohere';
// cohere('command-a-03-2025'), cohere('command-r-plus')

Fireworks (@ai-sdk/fireworks)

import { fireworks } from '@ai-sdk/fireworks';
// fireworks('accounts/fireworks/models/llama-v3p3-70b-instruct')

Together.ai (@ai-sdk/togetherai)

import { togetherai } from '@ai-sdk/togetherai';
// togetherai('meta-llama/Meta-Llama-3.3-70B-Instruct-Turbo')

Image Generation Providers

Image generation uses experimental_generateImage:

import { experimental_generateImage as generateImage } from 'ai';
Provider Models
OpenAI openai.image('dall-e-3')
Replicate replicate.image('black-forest-labs/flux-1.1-pro-ultra')
fal.ai fal.image('fal-ai/flux-pro/v1.1-ultra')
Fireworks fireworks.image('accounts/fireworks/models/stable-diffusion-xl-1024-v1-0')
Google Vertex vertex.image('imagen-3.0-generate-001')
Together.ai togetherai.image('black-forest-labs/FLUX.1.1-pro')
Luma luma.image('photon-1')
xAI xai.image('grok-2-image')

Choosing a Provider

  • Best general-purpose: OpenAI (GPT-4o) or Anthropic (Claude Sonnet)
  • Fastest inference: Groq or Cerebras
  • Best open-source models: Fireworks, Together.ai, or Groq
  • Search-augmented: Perplexity
  • Best image generation: Replicate (FLUX) or OpenAI (DALL-E)
  • Enterprise/compliance: Google Vertex AI or Azure OpenAI

Resources

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