# #!/usr/bin/env python3
# """
# Enhanced Trading System Launcher
# Quick launcher for the enhanced multi-modal trading system
# """

# import asyncio
# import sys
# from pathlib import Path

# # Add project root to path
# project_root = Path(__file__).parent
# sys.path.insert(0, str(project_root))

# from enhanced_trading_main import main

# if __name__ == "__main__":
#     print("🚀 Launching Enhanced Multi-Modal Trading System...")
#     print("📊 Features Active:")
#     print("   - RL agents learning from every trading decision")
#     print("   - CNN training on perfect moves with known outcomes")
#     print("   - Multi-timeframe pattern recognition")
#     print("   - Real-time market adaptation")
#     print("   - Performance monitoring and tracking")
#     print()
#     print("Press Ctrl+C to stop the system gracefully")
#     print("=" * 60)
    
#     try:
#         asyncio.run(main())
#     except KeyboardInterrupt:
#         print("\n🛑 System stopped by user")
#     except Exception as e:
#         print(f"\n❌ System error: {e}")
#         sys.exit(1)