AI Trading Agents

AI Trading Agents is an autonomous multi-agent crypto trading system built with FastAPI and Streamlit, powered by Google Gemini 2.5 Flash. The system consists of 5 specialized agents working together: MarketAgent analyzes price data using RSI and MACD-SMA indicators, NewsAgent processes real-time crypto news sentiment using Google Gemini AI, RiskAgent calculates Value at Risk (VAR) and manages capital allocation, ExecutionAgent makes final BUY/SELL/HOLD decisions based on all signals, and KrakenAgent executes trades via Kraken CLI interface. Each agent operates independently and communicates through a central orchestration layer. The system provides a real-time Streamlit dashboard showing agent decisions, market data, risk metrics, and trade history. Built for the AI Trading Agents Hackathon, this project demonstrates how autonomous AI agents can collaborate to make intelligent financial decisions with proper risk controls and transparent decision-making processes.