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Advanced AI-Powered Trading Platform with Real-Time Analytics
The Octopus Trading Platform (Findash) is a comprehensive, AI-powered trading system designed for professional traders and institutions. It combines real-time market data, advanced analytics, machine learning models, and automated trading capabilities in a unified, modern interface.
- AI-Powered: 11 specialized AI agents orchestrated through an intelligent coordination layer
- Real-Time Analytics: Live market data, orderbook, and sentiment analysis
- Multi-Asset Trading: Stocks, options, crypto, and derivatives
- Risk Management: Advanced risk assessment with VaR, stress testing, and portfolio optimization
- Automated Trading: Bot framework with backtesting and paper trading
- Modern UI: Beautiful glassmorphism design with responsive layouts
| Section | Description |
|---|---|
| Getting Started | Installation and setup guide |
| Architecture | System architecture overview |
| AI Agents | Detailed AI agent documentation |
| API Reference | Complete API documentation |
| Database | Database schema and models |
| Frontend | Frontend architecture and components |
| Deployment | Production deployment guide |
| Configuration | Environment variables and settings |
| Contributing | How to contribute to the project |
- Dashboard: Comprehensive trading overview with portfolio analytics
- Real-Time Market Data: Live price feeds, orderbook, and tick data
- Options Trading: Advanced options chain analysis and strategies
- Trading Bots: Automated trading with customizable rules
- Portfolio Management: Multi-asset portfolio tracking and optimization
- Market Analysis: Technical, fundamental, and on-chain analysis tools
- Price Prediction: Pre-trained models for market forecasting
- Sentiment Analysis: Real-time news and social media sentiment
- Strategy Optimization: AI-powered backtesting and parameter tuning
- Insights Generation: Automated market recommendations
- Risk Assessment: VaR, stress testing, and correlation analysis
- Backtesting: Historical strategy performance testing
- Reports: Comprehensive trading analytics
- Data Explorer: Advanced data querying tools
| Technology | Purpose |
|---|---|
| Next.js 14 | React framework |
| TypeScript | Type-safe JavaScript |
| Tailwind CSS | Utility-first styling |
| Shadcn UI | Component library |
| Recharts | Data visualization |
| Technology | Purpose |
|---|---|
| FastAPI | High-performance API framework |
| Python 3.10+ | Core programming language |
| SQLAlchemy | ORM and database abstraction |
| Celery | Async task processing |
| Redis | Caching and pub/sub |
| Technology | Purpose |
|---|---|
| PostgreSQL | Primary database |
| TimescaleDB | Time-series data |
| Docker | Containerization |
| Prometheus | Metrics collection |
| Grafana | Monitoring dashboards |
# Clone the repository
git clone https://github.com/massoudsh/Findash.git
cd Findash
# Backend setup
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
# Frontend setup
cd frontend-nextjs
npm install
# Start the application
# Terminal 1: Backend
python3 start.py --reload
# Terminal 2: Frontend
npm run dev
# Access
# Frontend: http://localhost:3000
# API Docs: http://localhost:8000/docs- Issues: GitHub Issues
- Documentation: This Wiki
- Email: support@octopus-trading.com
Made with ❤️ by the Octopus Trading Team