Thorp is an AI-powered agent designed to assist cryptocurrency investors by providing investment advice. It analyzes real-time trading data, assesses fundamental trading indicators and quant models, and offers BTC exit signals based on a set of strategies.

Thorp AI Agent is built with a modular architecture to ensure scalability and maintainability. Below are the main components of the system:

• Data Collection: Integrates with various crypto exchanges and website to fetch real-time trading data.
• AI Engine: MoE models and RAG to make LLM more powerful and
• Strategy Engine:10 predefined strategies for BTC exit signals based on historical market patterns and technical analysis.
• Signal Generation:Signals are generated based on real-time analysis of market data, with configurable thresholds for risk levels and strategy selection.
• API Layer: Exposes endpoints for external applications to query the agent’s recommendations.
• Backend: A robust backend to manage real-time data flow, execution of trading strategies, and notifications.
• Frontend (Optional): A simple dashboard or CLI interface for users to monitor signals and adjust settings.

• Integrate Cryptocurrency Exchange APIs（OKX）
• Collect Social Media Data
• Collect On Chain Data

• LLM（ChatGPT-o1）
• Knowledge Graph
• AI Agent
• RAG
• MoE

• Strategy Design & Integration
• Strategy Combination Optimization
• Testing & Backtesting

• API Design & Implementation
• Data Caching & Performance Optimization
• Security & Authentication

• Social Media Integration (Twitter, Telegram, WeChat, etc.)
• Data Storage & Management
• Performance Optimization & Monitoring

• Official Website
• question-answering Interface
• Real-time Signal Push & Notifications
• Data Visualization

• Pi Cycle

• S2F

• MVRV z-score

• Mayer Multiple

• Fear & greed index

• RSI

• Hash Bonding

• MACD

• STH MVRV

• Bollinger Band

1. Clone the repository git clone https://github.com/yourusername/thorp-ai-agent.git
2. Install the required dependencies
3. Set up your API keys for real-time trading data access.
4. Run the agent.

We welcome contributions from the community! Feel free to fork the repository and submit pull requests.

Please follow the steps below to contribute:

• Fork this repository
• Create your feature branch
• Commit your changes
• Push to the branch
• Open a pull request

This project is licensed under the MIT License.