nirbarazida
/
promptfoo
mirror of https://github.com/promptfoo/promptfoo


  
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            # yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
description: Azure OpenAI vision model evaluation

prompts:
  # Vision models require a specific message format with content arrays
  - file://prompt.vision.json

providers:
  # Update with your Azure OpenAI deployment details
  - id: azure:chat:gpt-4o
    config:
      apiHost: your-deployment.openai.azure.com
      apiVersion: 2024-02-15-preview
      temperature: 0.1
      max_tokens: 500

tests:
  # Test 1: Load image from URL
  - vars:
      question: What celestial body is shown in this image?
      image_url: https://upload.wikimedia.org/wikipedia/commons/thumb/9/97/The_Earth_seen_from_Apollo_17.jpg/320px-The_Earth_seen_from_Apollo_17.jpg
    assert:
      - type: contains
        value: Earth

  # Test 2: Load image from local file (automatically converted to base64)
  - vars:
      question: What color is the planet in this image?
      image_url: file://assets/earth.jpg
    assert:
      - type: contains-any
        value: [blue, green]

  # Test 3: Load image as base64 data URI
  - vars:
      question: Is this an image of a planet?
      image_url: data:image/jpeg;base64,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
    assert:
      - type: equals
        value: 'Yes'
# Note: If you see 401 errors, ensure:
# 1. Your AZURE_API_KEY environment variable is set correctly
# 2. The apiHost matches your Azure OpenAI resource name
# 3. Your deployment supports vision (GPT-4V, GPT-4 Turbo with Vision, GPT-4.1)