OracleX

OracleX is a decentralized AI-powered price prediction platform designed for the DeFi market. It provides accurate, real-time price forecasts for cryptocurrencies and DeFi tokens, empowering users and applications with valuable insights for smarter trading and decision-making.

Core Features

• AI-Driven Predictions: Leverages advanced machine learning models, including LSTM and Transformer networks, trained on a combination of on-chain and off-chain data.
• Ensemble Learning: Combines predictions from multiple models to enhance accuracy and robustness.
• RESTful API: Offers a developer-friendly API for easy integration with DEX aggregators, trading bots, and other DeFi applications.
• ORX Token: Powers the OracleX ecosystem, used for API access, governance participation, and incentivizing data providers.
• Decentralized Governance: ORX token holders can participate in the governance process, influencing the future development of the platform.

Technology Stack

• Blockchain: Base (Ethereum L2)
• Programming Languages: Python, Solidity, JavaScript
• Machine Learning Libraries: TensorFlow, PyTorch, scikit-learn
• Cloud Platform: AWS
• API Framework: Flask

Installation

1. Clone the repository:

   git clone [https://github.com/AIOracleX/web3/]

2. Install dependencies:

   cd web3
   pip install -r requirements.txt

Usage

1. Set up environment variables: Create a .env file based on the provided .env.example and fill in your Alchemy API URL.

2. Run the Flask application:

   python app.py

Refer to the API documentation for detailed instructions on how to integrate the OracleX price prediction API into your application.

API Endpoints

• /predictions/<asset> (GET): Retrieve price predictions for a specific asset.
• /predictions/<asset>/history (GET): Get historical predictions for a specific asset.
• /metrics (GET): Get the latest evaluation metrics for each prediction model.
• /sentiment/<asset> (GET): Retrieve the current sentiment for a given asset, gathered from social media and news sources.

Tokenomics

• Token Name: ORX
• Total Supply: 1,000,000,000 ORX
• Distribution:
  • Team: 7% (1-year lock-up, 3-year vesting)
  • Liquidity: 93%

Roadmap

• January 2025: Testnet Launch & Token Issuance
• Q2 2025: Mainnet Launch & Official API Release
• Q3 2025: Partnerships with Major DEX Aggregators
• Q4 2025: Expansion of Prediction Target Assets
• 2026 & Beyond: Exploring New Use Cases, Community-Driven Development, DAO Implementation

Contributing

Contributions to the OracleX project are welcome. Please refer to the contributing guidelines for more information.

License

This project is licensed under the MIT License.