#!/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("šŸš€ Launching Enhanced Multi-Modal Trading System...") print("šŸ“Š 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("\nšŸ›‘ System stopped by user") except Exception as e: print(f"\nāŒ System error: {e}") sys.exit(1)