b1da4ee01d
Features: - AI-powered signal generation with multi-factor analysis - Fundamental news aggregation from multiple sources - Technical analysis with 6+ indicators - VectorDB integration for semantic search - Backtesting engine with performance metrics - Demo/paper trading mode - Real-time WebSocket updates - Comprehensive dashboard UI Built for Mantle Turing Test Hackathon - AI Trading track - AI Alpha & Data track
162 lines
4.6 KiB
Markdown
162 lines
4.6 KiB
Markdown
# Changelog
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All notable changes to this project will be documented in this file.
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## [1.0.0] - 2025-06-06
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### Added
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#### Core Trading Engine
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- **BybitClient**: Full Bybit API integration with authentication
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- Market data fetching (tickers, klines, order book)
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- Order management (place, cancel, query orders)
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- Position management (get positions, set leverage, close positions)
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- Wallet balance tracking
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- Testnet support for safe testing
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#### Signal Generation Engine
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- **SignalEngine**: AI-powered trading signal generation
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- Technical analysis with 6+ indicators:
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- Simple Moving Average (SMA)
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- Exponential Moving Average (EMA)
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- Relative Strength Index (RSI)
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- MACD (Moving Average Convergence Divergence)
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- Support/Resistance detection
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- Candlestick pattern recognition
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- Fundamental analysis from news data
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- Sentiment analysis with keyword-based scoring
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- Risk assessment with position sizing
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- AI reasoning generation using z-ai-web-dev-sdk
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- Confidence scoring (0-1)
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- Target price, stop-loss, and take-profit calculation
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#### News Aggregation System
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- **NewsAggregator**: Multi-source news collection
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- CryptoPanic integration
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- CoinGecko status updates
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- CryptoCompare news feed
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- Custom RSS feed support
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- Sentiment analysis for each article
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- Category detection and tag extraction
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- Importance scoring
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- Market-moving news detection
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#### VectorDB Integration
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- **VectorStore**: Semantic search for news and signals
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- ChromaDB client integration
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- Fallback embedding generation
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- News article storage and retrieval
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- Signal analysis persistence
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- Similar signal search
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- Contextual sentiment analysis
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#### Backtesting Engine
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- **BacktestEngine**: Strategy simulation on historical data
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- Historical data generation (can be replaced with real data)
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- Trade execution simulation
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- Slippage and fee modeling
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- Stop-loss and take-profit testing
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- Performance metrics calculation:
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- Total and annualized return
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- Sharpe and Sortino ratios
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- Maximum drawdown
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- Win rate and profit factor
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- Strategy optimization with parameter grid search
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- Backtest report generation
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#### Demo Trading Mode
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- **DemoTrader**: Paper trading system
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- Virtual portfolio management
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- Order placement and execution
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- Position tracking with P&L
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- Stop-loss and take-profit monitoring
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- Trade statistics and history
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- Real-time price updates
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- Event-based notifications
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#### WebSocket Service
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- **TradingWebSocketService**: Real-time data streaming
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- Socket.io server implementation
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- Live price updates
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- Portfolio sync
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- Signal subscriptions
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- Demo trading via WebSocket
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- News streaming
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#### API Routes
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- `/api/trading/signals`: Signal generation and retrieval
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- `/api/trading/news`: News fetching and sentiment
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- `/api/trading/backtest`: Backtest execution and results
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- `/api/trading/demo`: Demo trading operations
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#### Dashboard UI
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- Real-time trading dashboard
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- 4 main tabs: Signals, Positions, Backtest, News
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- Live price ticker
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- Portfolio visualization with charts
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- Signal generation interface
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- Position management
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- News feed with sentiment indicators
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- Backtesting interface
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### Database Schema
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- **Signal**: Trading signals with analysis data
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- **Trade**: Trade execution records
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- **NewsArticle**: News storage with sentiment
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- **MarketData**: Cached market data
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- **BacktestSession**: Backtest configurations
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- **BacktestResult**: Individual backtest trades
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- **Portfolio**: Portfolio tracking
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- **Position**: Open positions
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- **UserSettings**: User configuration
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- **SignalRating**: Signal performance ratings
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- **SystemLog**: System event logging
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### Technical Details
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- Next.js 16 with App Router
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- TypeScript 5
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- Tailwind CSS 4
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- shadcn/ui components
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- Prisma ORM with SQLite
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- Socket.io for real-time updates
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- Recharts for data visualization
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- z-ai-web-dev-sdk for AI capabilities
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### Security
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- API key encryption support
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- Testnet-first approach
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- Rate limiting ready
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- Input validation with Zod
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### Documentation
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- Comprehensive README
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- API documentation
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- Architecture overview
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- Code comments
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---
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## Upcoming Features
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### [1.1.0] - Planned
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- CopilotKit integration for conversational trading
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- Telegram/Discord notifications
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- Advanced order types (OCO, trailing stop)
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- Multi-exchange support
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- Strategy marketplace
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- Social trading features
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### [1.2.0] - Planned
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- Machine learning model training
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- Custom strategy builder
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- Advanced analytics dashboard
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- Mobile app support
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---
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## Version History
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| Version | Date | Description |
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|---------|------|-------------|
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| 1.0.0 | 2025-06-06 | Initial release for Mantle Hackathon |
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