app.py

from modules.profile_matcher import match_profiles
from modules.interview_scheduler import suggest_slots
from modules.kyc_processor import extract_text_from_id, verify_id
from modules.onboarding_trainer import generate_quiz
from modules.performance_tracker import analyze_performance
from modules.agent_motivation import personalized_nudge

def main():
    print("\n--- Agent Recruitment & Management AI App ---")

    # 1. Profile Matching
    print("\n[1] Profile Matching:")
    resume = "Experienced insurance agent with proven sales..."
    job = "Insurance Sales Agent"
    print("Match:", match_profiles(resume, job))

    # 2. Interview Scheduling
    print("\n[2] Interview Scheduling:")
    slots = suggest_slots({'2025-06-20': ['10:00 AM', '3:00 PM']})
    print("Suggested:", slots)

    # 3. KYC Verification
    print("\n[3] KYC Document Verification:")
    text = extract_text_from_id("sample_id.jpg")
    print("Verified:", verify_id(text))

    # 4. Onboarding Quiz
    print("\n[4] AI Onboarding Quiz:")
    quiz = generate_quiz("Insurance Policy")
    print("Quiz:", quiz)

    # 5. Performance Tracking
    print("\n[5] Agent Performance Alerts:")
    agents = [{'name': 'Ravi', 'sales': 3}, {'name': 'Priya', 'sales': 8}]
    print("Alerts:", analyze_performance(agents))

    # 6. Motivation
    print("\n[6] Motivation Nudges:")
    print(personalized_nudge("Ravi", "10 client meetings"))

if __name__ == "__main__":
    main()