server/tests/verify_e2e_medical.py

import asyncio
import os
import logging
from app.services.ai_engine import AIEngine

async def test_live_healthcare():
    logging.basicConfig(level=logging.INFO)
    engine = AIEngine()
    
    test_queries = [
        "What is diabetes?",
        "What diseases are associated with fever?",
        "I have a mild fever—should I rest or see a doctor?",
    ]
    
    print("\n--- Live Healthcare E2E Verification ---")
    for query in test_queries:
        print(f"\nQuery: {query}")
        # industry='healthcare' is passed in the request usually
        response, confidence, needs_review = await engine.generate_response(
            query=query,
            context=[], # No website context, force industry lookup
            industry='healthcare'
        )
        print(f"Confidence: {confidence}")
        print(f"Response: {response[:200]}...")
    print("\n-----------------------------------------")

if __name__ == "__main__":
    asyncio.run(test_live_healthcare())