Create app.py

app.py

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+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()