OmniAgent is an enterprise-grade AI orchestration framework designed to accelerate Web3 development by integrating AI with blockchain technologies. It enables developers to build and deploy on-chain AI agents rapidly, simplifying complex tasks like DeFi operations, asset management, and cross-chain interactions.

How It Works

The framework employs a three-layer architecture: an Interpreter for task understanding and parameter extraction, a Classifier for intelligent task routing using Google Gemma and domain-specific models, and specialized Executors for performing blockchain operations. This modular design allows for plug-and-play integration of various AI models and seamless interaction with multiple blockchain networks, offering a flexible and efficient approach to AI-powered Web3 solutions.

Quick Start & Requirements

• Install via Docker: git clone https://github.com/VividGen/OmniAgent.git then cp .env.example .env and docker-compose up -d.
• Prerequisites: Docker.
• Documentation: Comprehensive documentation is linked in the README.

Highlighted Details

• Modular three-layer architecture (Interpreter, Classifier, Executors).
• Intelligent task routing powered by Google Gemma and domain-specific models.
• Plug-and-play model integration.
• Cross-chain compatibility and specialized executors for DeFi, NFTs, and social data.

Maintenance & Community

The project acknowledges contributions from the Google Gemma and CodeGemma teams and the broader Web3 community. Contribution guidelines are provided.

Licensing & Compatibility

Licensed under the MIT License, permitting commercial use and integration with closed-source projects.

Limitations & Caveats

The framework is presented as enterprise-grade, but specific details on production readiness, scalability benchmarks, or supported blockchain versions are not detailed in the README.