diff --git a/README_Prometheus.md b/README_Prometheus.md new file mode 100644 index 0000000..809c660 --- /dev/null +++ b/README_Prometheus.md @@ -0,0 +1,485 @@ +# PulseTrade: AI-Powered Decentralized Trading Platform Revolutionizing Financial Technology + +## Project Overview + +PulseTrade is an advanced AI-powered trading platform that revolutionizes financial trading through intelligent, data-driven decision-making. The platform seamlessly combines artificial intelligence, blockchain technology, and multi-chain infrastructure to provide a comprehensive trading ecosystem for both individual traders and trade administrators. + +### Core Purpose + +The platform addresses key challenges in modern trading by offering: +- Intelligent, AI-driven trade recommendations +- Decentralized and secure trading infrastructure +- Advanced risk management and portfolio optimization +- Accessible trading tools for users of all experience levels + +### Key Features and Benefits + +#### 🤖 AI-Enhanced Trading +- Multi-model AI analysis using GPT-J, Falcon, and LLaMA +- Real-time trade signal generation +- Comprehensive market analysis (technical, fundamental, and sentiment) +- Customizable AI trading strategies based on user risk profile + +#### 🔒 Secure Blockchain Integration +- Decentralized wallet support (MetaMask, Argent) +- Smart contract-based profit sharing +- Transparent and secure trade execution +- Cross-chain compatibility (Ethereum, Polygon, StarkNet) + +#### 📊 Advanced Portfolio Management +- Sub-account management for trade administrators +- Virtual balance tracking +- Performance analytics and comparative trade insights +- Automated diversification suggestions + +#### 🎓 Learning and Rewards +- Educational trading tutorials +- Token-based rewards for platform engagement +- Gamified learning experience for new traders + +### Unique Value Proposition + +PulseTrade democratizes advanced trading by combining cutting-edge AI, blockchain technology, and user-friendly design. Whether you're a beginner looking to learn or a professional seeking sophisticated trading tools, the platform offers a comprehensive solution that adapts to your trading journey. + +## Getting Started, Installation, and Setup + +### Prerequisites + +Before you begin, ensure you have the following installed: +- Node.js (version 18.x or later) +- npm (version 9.x or later) + +### Quick Start + +1. Clone the repository: +```bash +git clone https://github.com/yourusername/pulsetrade.git +cd pulsetrade +``` + +2. Install dependencies: +```bash +npm install +``` + +3. Configure Environment Variables +Create a `.env.local` file in the project root and fill in the following required environment variables: +- `NEXT_PUBLIC_PROJECT_ID`: Particle Network Project ID +- `NEXT_PUBLIC_CLIENT_KEY`: Particle Network Client Key +- `NEXT_PUBLIC_APP_ID`: Particle Network App ID +- `NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID`: WalletConnect Project ID +- Firebase configuration variables +- `NEXT_PUBLIC_ETH_CONTRACT_ADDRESS`: Ethereum contract address + +Refer to `.env.sample` for the complete list of required environment variables. + +### Development Mode + +To run the application in development mode: +```bash +npm run dev +``` +The application will be available at `http://localhost:3000` + +### Production Build + +To create a production build: +```bash +npm run build +``` + +To start the production server: +```bash +npm start +``` + +### Deployment + +The project supports GitHub Pages deployment: +```bash +npm run deploy +``` + +### Additional Notes + +- This project uses Next.js 14 with TypeScript +- Supports multiple blockchain integrations (Ethereum, Starknet) +- Includes authentication via Particle Network +- Uses Firebase for backend services + +### Troubleshooting + +- Ensure all environment variables are correctly set +- Check that you're using a compatible Node.js version +- If encountering dependency issues, try clearing npm cache: `npm cache clean --force` + +## Deployment + +### Deployment Options + +#### Local Production Build +To create a production build and run locally: +```bash +npm run build # Build the application +npm run start # Start the production server +``` + +#### Static Export Deployment +The project is configured for static export, which enables deployment to various platforms: + +##### GitHub Pages +The project includes a predefined GitHub Pages deployment script: +```bash +npm run predeploy # Build the application +npm run deploy # Deploy to GitHub Pages +``` + +##### Vercel Deployment +1. Install Vercel CLI: `npm install -g vercel` +2. Link your project: `vercel` +3. Deploy with: `vercel` + +##### Netlify Deployment +1. Install Netlify CLI: `npm install -g netlify-cli` +2. Build the project: `npm run build` +3. Deploy with: `netlify deploy` + +#### Docker Deployment +While no Docker configuration is present in the repository, you can create a `Dockerfile` similar to: +```dockerfile +FROM node:18-alpine +WORKDIR /app +COPY package*.json ./ +RUN npm install +COPY . . +RUN npm run build +EXPOSE 3000 +CMD ["npm", "start"] +``` + +#### Deployment Considerations +- Ensure all environment variables are correctly configured +- The application uses static export (`output: 'export'` in `next.config.mjs`) +- Base path is set to `/pulsetrade` in production environment +- Image optimization is disabled for compatibility + +### Environment Setup +- Use `.env.local` for local environment configurations +- Verify all required environment variables are set before deployment + +## Feature Highlights + +Our platform offers a comprehensive suite of advanced trading and AI-powered features designed to enhance your financial experience: + +### Advanced Trading Dashboard +- Real-time portfolio tracking and performance insights +- Detailed overview of total balance, open positions, and profit/loss +- Personalized win rate and trading statistics + +### AI-Powered Trading Intelligence +- Intelligent market trend analysis +- Smart trading suggestions based on advanced algorithms +- Portfolio optimization using machine learning techniques +- Risk-adjusted strategy recommendations + +### Multi-Chain Trading Support +- Seamless trading across multiple blockchain networks +- Support for Ethereum and other major blockchain ecosystems +- Advanced cross-chain transaction capabilities + +### AI Trading Assistant +- Conversational AI for trading insights and strategy discussion +- Personalized chat interface for financial consulting +- Real-time market analysis and trading recommendations +- Contextual trading advice tailored to your portfolio + +### Secure Authentication +- Enterprise-grade wallet security +- Multi-authentication method support +- Advanced user onboarding with wallet connection +- Robust identity verification + +### Trading Execution +- Intuitive trade execution interface +- Real-time transaction tracking +- Instant trade execution and confirmation +- Comprehensive trade history and performance logging + +### Comprehensive Investment Tools +- Detailed trade history and performance tracking +- Visual performance metrics and charts +- Customizable trading strategies +- Advanced portfolio management tools + +## Project Structure + +The project is a complex, multi-component application with several key directories and subprojects: + +### Main Project Structure +``` +├── contracts/ # Blockchain smart contracts +├── koii/ # Koii task-related implementations +├── particle-auth-aa/ # Main application frontend and authentication +├── public/ # Static assets and images +├── src/ # Primary source code for the main application +├── starknetNethermind/ # Starknet-specific smart contract project +├── tradeLLM/ # Trading-focused Language Model service +``` + +### Detailed Directory Breakdown + +#### `/contracts` +Contains blockchain smart contracts, including: +- `PulseTrade.sol`: Main smart contract for the trading platform + +#### `/koii/task-template` +A task template for Koii blockchain integration, with key components: +- `src/task/`: Contains task-specific implementations + - `0-setup.js`: Initial setup scripts + - `1-task.js` to `5-routes.js`: Task lifecycle management + - `stock-prediction-model.js`: Machine learning model for stock predictions +- `tests/`: Test suite for the Koii task implementation + +#### `/particle-auth-aa` and `/src` +Next.js application with comprehensive frontend structure: +- `src/app/`: Next.js route-based pages + - Pages for trading, AI chat, admin, and other key features +- `src/components/`: Reusable React components + - UI components + - Trading-specific components + - Chat and AI-related components +- `src/lib/`: Utility functions and services + - Authentication hooks + - Trading service integrations + - Utility functions + +#### `/tradeLLM` +Trading Language Model service with: +- `config/`: Configuration files +- `middleware/`: Request processing middleware +- `services/`: External service integrations +- `utils/`: Utility functions for data handling + +#### `/starknetNethermind` +Starknet smart contract project with: +- `src/`: Smart contract implementations + - `governance.cairo` + - `identity_manager.cairo` +- `tests/`: Contract test suite + +### Key Configuration Files +- `next.config.mjs`: Next.js configuration +- `tailwind.config.ts`: Tailwind CSS configuration +- `tsconfig.json`: TypeScript configuration +- Various `.env` and environment-specific configuration files + +### Notes +- The project uses a monorepo-like structure with multiple interconnected components +- Technologies include Next.js, React, Tailwind CSS, blockchain integrations (Koii, Starknet) +- Extensive use of TypeScript and modern web development practices + +## Technologies Used + +### Frontend Technologies +- **Framework**: Next.js 14 +- **Language**: TypeScript +- **UI Libraries**: + - Radix UI (for headless UI components) + - Tailwind CSS (for styling) + - Recharts (for data visualization) + - React Hot Toast (for notifications) + +### Blockchain and Web3 Technologies +- **Blockchain Interactions**: + - Ethers.js + - Viem + - Web3.js + - Starknet +- **Wallet & Authentication**: + - Particle Network Authentication + - ConnectKit + - iExec Data Protector + - Web3Mail + +### Backend and Services +- **AI Integration**: + - Groq SDK + - LangChain + - LangGraph +- **Server**: + - Express.js + - Node.js (v18+) +- **Databases and Caching**: + - Redis (via ioredis) + - Node-cache + +### Trading and Financial Data +- **Market Data**: + - Polygon Data Services + - Yahoo Finance API + - CCXT (Cryptocurrency Exchange Trading Library) + +### Development and DevOps Tools +- **Package Management**: npm +- **Linting**: ESLint +- **Deployment**: + - GitHub Pages + - Render +- **Continuous Integration**: GitHub Actions (implied by gh-pages deployment) + +### Additional Services +- **Authentication**: Firebase +- **Logging**: Pino (with Pino Pretty) + +### Key Libraries and Utilities +- Axios (HTTP client) +- Dotenv (environment configuration) +- UUID (unique identifier generation) +- Express Validator (input validation) +- Express Rate Limiter (request rate limiting) + +## Additional Notes + +### Performance Considerations + +The platform is designed with scalability and performance in mind, leveraging multiple technologies to ensure smooth operation: + +- Utilize Redis for caching frequently accessed data to reduce database load +- Implement WebSocket connections for real-time updates to minimize polling overhead +- Containerized microservices architecture allows for horizontal scaling +- AI models are distributed across different computational resources to prevent bottlenecks + +### Security Precautions + +- All blockchain interactions are secured through Web3 wallet authentication +- Implemented multi-layer encryption for sensitive user data +- Smart contracts undergo rigorous security audits +- Virtual balance mechanisms prevent direct fund access by sub-accounts + +### Potential Limitations + +- AI trading recommendations are probabilistic and not guaranteed to be profitable +- Performance may vary based on market conditions and selected AI settings +- Requires stable internet connection for real-time trading and AI analysis +- Initial setup complexity due to multiple blockchain and AI integrations + +### Recommended Environments + +- **Development**: Local machine with Docker support +- **Staging**: Kubernetes cluster with isolated blockchain test networks +- **Production**: Cloud-based infrastructure with high-availability configurations + +### Future Roadmap Considerations + +- Expand AI model training datasets +- Introduce more granular risk management controls +- Develop advanced machine learning models for predictive trading +- Enhance cross-blockchain interoperability +- Implement more comprehensive user education modules + +### Compliance and Regulatory Notes + +- Users are responsible for understanding local trading regulations +- Platform does not provide financial advice +- Trading involves inherent financial risks +- Users should consult financial professionals before making investment decisions + +### Support and Community + +- Join our [Discord Channel](https://discord.com/invite/example) for community support +- Report issues on the GitHub repository +- Contribute to ongoing development through pull requests +- Participate in community-driven AI and trading strategy discussions + +## Contributing + +We welcome contributions to PulseTrade! Whether you're fixing bugs, adding features, or improving documentation, your help is appreciated. + +### Getting Started + +1. **Fork the Repository**: Create a fork of the project on GitHub. + +2. **Clone Your Fork**: + ```bash + git clone https://github.com/YOUR_USERNAME/pulsetrade.git + cd pulsetrade + ``` + +3. **Install Dependencies**: + ```bash + npm install + ``` + +### Development Guidelines + +#### Code Style +- We follow the default Next.js ESLint configuration. +- Run linting before submitting a pull request: + ```bash + npm run lint + ``` + +#### Development Workflow +- Create a new branch for your contribution: + ```bash + git checkout -b feature/your-feature-name + ``` +- Make your changes and commit with clear, descriptive commit messages. + +### Running the Project +- Start the development server: + ```bash + npm run dev + ``` +- Build the project: + ```bash + npm run build + ``` + +### Submitting Contributions + +1. **Pull Requests**: + - Ensure your code follows the existing code style. + - Include clear descriptions of your changes. + - Link any related issues. + +2. **Code Review**: + - All submissions require review from project maintainers. + - Be open to feedback and potential requested changes. + +### Reporting Issues +- Use GitHub Issues to report bugs or suggest enhancements. +- Provide detailed information, including: + - Steps to reproduce + - Expected behavior + - Actual behavior + - Environment details (OS, browser, etc.) + +### Note +By contributing, you agree that your contributions will be licensed under the project's existing license. + +## License + +This project is licensed under the MIT License. + +### License Details + +The MIT License is a permissive free software license that allows users to: +- Use the software for any purpose +- Modify the software +- Distribute the software +- Sublicense the software +- Use the software commercially + +### Conditions + +- Include the original copyright notice and license in any substantial portion of the software +- Provide the software "as is" without warranty + +### Full License + +For the complete license text, please see the [LICENSE](LICENSE) file in the repository. + +### Copyright + +Copyright (c) 2024 Soos3D \ No newline at end of file