Trading Components
Last updated
Last updated
DEX Interaction
Solana DEX Support: Execute trades on Raydium, Orca, and other Solana-based DEXes with real-time price quotes, slippage protection, and transaction execution.
Price Data: Fetch real-time prices with liquidity-weighted averaging for accurate trade execution.
Transaction Execution: Market and limit orders with advanced features like slippage control and gas optimization (Solana fee estimation).
Swarm Management
Optimization Algorithms: Use DE, PSO, and GWO to optimize trading strategies with adaptive parameter tuning.
Multi-Objective Optimization: Balance profit, risk, and liquidity using NSGA-II and weighted sum methods.
Real-Time Adaptation: Adjust strategies dynamically based on market conditions.
Blockchain Interface
Solana Integration: Full support for Solana with balance checks, transaction creation, and fee estimation.
Wallet Support: Seamless integration with Phantom and Solflare for secure transaction signing.
Transaction Management: Automatic nonce handling and transaction status tracking.
Market Data Service
Chainlink Integration: Fetch reliable price feeds for Solana tokens.
Real-Time Tracking: Monitor price and liquidity with fallback mechanisms for data accuracy.
Historical Data: Access historical price data for strategy backtesting.
Position Management
Position Tracking: Monitor open positions with real-time updates and persistent storage.
Entry/Exit Strategies: Automate entry and exit points based on swarm-optimized signals.
Profit/Loss Tracking: Calculate and visualize P&L for all trades.
Risk Management
Solana-Specific Controls: Set position sizing, stop-loss, and exposure limits.
Real-Time Monitoring: Track risk metrics like drawdown and exposure in real time.
Configurable Parameters: Customize risk settings for different trading strategies.
Monitoring System
Analytics Dashboards: View trade history, performance metrics, and risk exposure.
Detailed Logging: Log all trades and agent activities for auditing and debugging.
Visualization: Interactive charts for trade performance and market trends.