Introduction
![PydanticAI](./img/banner-dark.png#only-dark)
![PydanticAI](./img/banner-light.png#only-light)
Empowering Collaboration, Simplifying Complexity
Ceylon orchestrates AI agents to automate complex tasks through collaborative problem-solving.
Ceylon is a distributed Multi-Agent System (MAS) built on modern P2P architecture, designed to orchestrate complex task flows among multiple AI agents. It leverages libp2p for robust peer-to-peer communication and Rust for performance-critical components.
🚀 Key Features
- Agent Management: Easily define and manage agents with specific roles and tools
- Task Automation: Automate task flow based on agent input and predefined sequences
- Scalability: Handle multiple agents and complex workflows with ease
- Customization: Highly adaptable to fit diverse use cases
- Distributed Architecture: Developed as a robust distributed system
- Efficient Message Propagation: Utilizes a powerful framework for reliable inter-agent communication
- Interoperability and Performance: Ensures seamless operation across different programming languages while providing memory safety and high performance
- Chief Agent Leadership: Centralized task management and execution flow
- Parallel or Sequential Execution: Adapt to your task's needs
- Customizable I/O: Define inputs and outputs tailored to your requirements
- Versatile Deployment: Run as a server or standalone application
🌟 Why Ceylon?
Ceylon pushes the boundaries of what's possible in task automation and AI collaboration. It's not just another framework; it's a new paradigm for solving complex problems.
- Achieve the Impossible: Tackle tasks that traditional single-agent or monolithic systems can't handle
- Flexible Architecture: Easily adapt to various use cases, from customer support to market analysis
- Scalable Performance: Distribute workload across multiple agents for improved efficiency
- Rich Interaction: Agents share information, creating a truly collaborative AI ecosystem
Technology Stack
Core Infrastructure
- Communication Layer: libp2p Rust implementation
- Runtime Environment: Async-capable Python with Rust bindings
- Message Protocol: Binary-serialized protocol buffers
- State Management: Distributed state with eventual consistency
Performance Features
- Zero-copy message passing
- Lock-free concurrency
- Optimized async I/O
- Minimal memory footprint
System Requirements
- Python 3.8+
- Rust toolchain (for building from source)
- 2GB RAM minimum
- Network connectivity for P2P communication
Contact & License
- Support: support@ceylon.ai
- Discord: https://discord.gg/7u8qahuYMq
- License: Apache-2.0 (LICENSE)
Architecture Note
Ceylon implements a pure P2P networking solution using libp2p Rust implementation. While using similar distributed networking principles as BitTorrent, it operates independently of any blockchain technology. The system provides autonomous agent communication through a high-performance P2P network layer.
Copyright 2024-Present, Syigen Ltd. and Syigen Private Limited. All rights reserved.