server/tests/verify_flu_complex.py

import sys
import os

sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))

try:
    from app.services.industry_ai import IndustryAI
    
    industry_ai = IndustryAI()
    
    # Test complex query
    query = "I have also flu as well"
    industry = "Healthcare"
    
    print(f"Testing Query: '{query}'")
    response, confidence, needs_contact = industry_ai.get_industry_dataset_response(query, industry)
    
    print(f"Response: {response[:100]}...")
    print(f"Confidence: {confidence}")
    
    if confidence > 0.6:
        print("✅ SUCCESS: Matched 'flu' despite filler words.")
    else:
        print("❌ FAILURE: Still failed to match.")

except Exception as e:
    import traceback
    traceback.print_exc()