"""
Real AI Workflow Test - For CLI Testing
Simple script that simulates AI operations
"""
import time
import json

print("Simulated AI Workflow Starting...")
print("-" * 50)

# Simulate data loading
print("Loading data...")
time.sleep(0.2)
data = {"items": 50, "categories": 5}

# Simulate AI processing
print("Processing with AI model...")
time.sleep(0.3)
result = {
    "classified": 48,
    "accuracy": 0.96,
    "confidence_avg": 0.89
}

# Simulate saving
print("Saving results...")
with open("cli_workflow_output.json", "w") as f:
    json.dump(result, f, indent=2)

print("-" * 50)
print(f"Workflow Complete!")
print(f"Classified: {result['classified']}/{data['items']}")
print(f"Accuracy: {result['accuracy']}")
