Metorial works with all major AI providers through the Vercel AI SDK. Learn how to switch between different models.

Supported Providers

The AI SDK supports multiple providers out of the box:

• OpenAI (GPT-4, GPT-4o, GPT-3.5)
• Anthropic (Claude)
• Google (Gemini)
• Mistral
• And many more

Using Different Providers

OpenAI

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

let result = await generateText({
  model: openai('gpt-4o'),
  prompt: 'Your prompt here',
  tools: session.tools
});

Anthropic Claude

import { anthropic } from '@ai-sdk/anthropic';
import { generateText } from 'ai';

let result = await generateText({
  model: anthropic('claude-3-5-sonnet-20241022'),
  prompt: 'Your prompt here',
  tools: session.tools
});

Google Gemini

import { google } from '@ai-sdk/google';
import { generateText } from 'ai';

let result = await generateText({
  model: google('gemini-1.5-pro'),
  prompt: 'Your prompt here',
  tools: session.tools
});

The Same Tools, Different Models

The beauty of Metorial is that your integrations work with any AI provider:

metorial.withProviderSession(
  metorialAiSdk,
  { serverDeployments: ['your-deployment'] },
  async session => {
    // Try with GPT-4
    let gptResult = await generateText({
      model: openai('gpt-4o'),
      prompt: 'Summarize my GitHub issues',
      tools: session.tools
    });

    // Try with Claude
    let claudeResult = await generateText({
      model: anthropic('claude-3-5-sonnet-20241022'),
      prompt: 'Summarize my GitHub issues',
      tools: session.tools
    });

    // Same tools, different models!
  }
);

Choosing the Right Model

Different models have different strengths:

• GPT-4o: Fast, cost-effective, great for most use cases
• Claude: Excellent for complex reasoning and long documents
• Gemini Pro: Strong multimodal capabilities
• GPT-3.5: Budget-friendly for simple tasks

Setting Up Provider API Keys

Each provider requires its own API key. Set them as environment variables:

OPENAI_API_KEY=your_openai_key
ANTHROPIC_API_KEY=your_anthropic_key
GOOGLE_GENERATIVE_AI_API_KEY=your_google_key

The AI SDK automatically picks up these environment variables.

Provider-Specific Configuration

Some providers support additional options:

let result = await generateText({
  model: openai('gpt-4o', {
    // Provider-specific options
  }),
  prompt: 'Your prompt here',
  temperature: 0.7,
  maxTokens: 1000,
  tools: session.tools
});

Best Practices

• Test Multiple Models: Different models may perform better for different tasks
• Consider Costs: Compare pricing across providers for your use case
• Monitor Performance: Track response times and quality
• Have Fallbacks: Consider implementing fallback logic if one provider is unavailable

For more details, see the Vercel AI SDK documentation.