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#!/usr/bin/env python3
"""
Test script for OpenAI GPT-4 Vision integration
Tests the GPT4V service with the test.jpg file
"""
import asyncio
import os
from pathlib import Path
import sys
sys.path.append(os.path.join(os.path.dirname(__file__), 'app'))
from app.services.gpt4v_service import GPT4VService
from app.config import settings
async def test_gpt4v_service():
"""Test the GPT4V service"""
print("🧪 OpenAI GPT-4 Vision Integration Test")
print("=" * 60)
if not settings.OPENAI_API_KEY:
print("❌ OPENAI_API_KEY environment variable not set!")
print("Please set your OpenAI API key in .env:")
print("OPENAI_API_KEY=your_api_key_here")
return
print(f"✅ OpenAI API Key found: {settings.OPENAI_API_KEY[:10]}...")
test_image_path = Path("tests/test.jpg")
if not test_image_path.exists():
print(f"❌ Test image not found at: {test_image_path}")
print("Please ensure test.jpg exists in the tests folder")
return
print(f"✅ Test image found: {test_image_path}")
try:
gpt4v_service = GPT4VService(settings.OPENAI_API_KEY)
print(f"✅ GPT4V service initialized: {gpt4v_service.model_name}")
except Exception as e:
print(f"❌ Failed to initialize GPT4V service: {e}")
return
with open(test_image_path, 'rb') as f:
image_bytes = f.read()
print(f"📸 Image size: {len(image_bytes)} bytes")
prompt = "Analyze this crisis map and provide a detailed description of the emergency situation, affected areas, and key information shown in the map."
print(f"\n🎯 Testing with prompt: {prompt}")
print("-" * 60)
try:
result = await gpt4v_service.generate_caption(image_bytes, prompt)
print("✅ Success! GPT-4 Vision response:")
print(f"📝 Caption: {result['caption']}")
print(f"🎯 Confidence: {result['confidence']}")
print(f"⏱️ Processing time: {result['processing_time']}")
if result.get('raw_response'):
print(f"🔧 Raw response: {result['raw_response']}")
except Exception as e:
print(f"❌ Error generating caption: {e}")
import traceback
traceback.print_exc()
print(f"\n{'='*60}")
print("🏁 Test completed!")
print(f"{'='*60}")
if __name__ == "__main__":
asyncio.run(test_gpt4v_service()) |