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azure/openai (Azure OpenAI)
This example demonstrates how to use Azure OpenAI with promptfoo, including text generation and vision capabilities.
You can run this example with:
npx promptfoo@latest init --example azure/openai
cd azure/openai
Environment Variables
This example requires the following environment variables:
AZURE_API_KEY- Your Azure OpenAI API keyAZURE_OPENAI_API_KEY- Alternative environment variable for your Azure OpenAI API key
You can set these in a .env file or directly in your environment.
Prerequisites
- An Azure account with access to Azure OpenAI Service
- Deployments for one or more Azure OpenAI models:
- Text models: gpt-5.1, gpt-4o
- Vision models: gpt-4o (or other vision-capable models)
- Your Azure OpenAI endpoint URL
Setup Instructions
- Update the
apiHostin the configuration files to your Azure OpenAI endpoint - Set
AZURE_API_KEYin your environment - Update the deployment names to match your actual deployments
Available Examples
Basic Text Generation
npx promptfoo@latest eval
# or
npx promptfoo@latest eval -c promptfooconfig.yaml
Vision Models
npx promptfoo@latest eval -c promptfooconfig.vision.yaml
Demonstrates three ways to provide images to vision models:
- URL: Direct link to an image on the web
- Local file: Using
file://paths (automatically converted to base64) - Base64: Pre-encoded image data URI
Troubleshooting
If you get a 401 error:
- Ensure your
AZURE_API_KEYis set correctly - Verify your endpoint URL is correct (no https://)
- Check that your deployment supports the requested capabilities