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# Ceylon: A Multi-Agent System (MAS) | ||
# Ceylon: Multi-Agent Framework | ||
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> Empowering Collaboration, Simplifying Complexity | ||
[![PyPI - Version](https://img.shields.io/pypi/v/ceylon.svg)](https://pypi.org/project/ceylon) | ||
[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/ceylon.svg)](https://pypi.org/project/ceylon) | ||
![PyPI - Version](https://img.shields.io/pypi/v/ceylon.svg) ![PyPI - Python Version](https://img.shields.io/pypi/pyversions/ceylon.svg) ![PyPI Downloads](https://img.shields.io/pypi/dm/ceylon) | ||
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## Introduction | ||
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powerful collaborative AI solutions. By empowering collaboration and simplifying complexity, Ceylon opens up new | ||
possibilities in AI-driven task automation and problem-solving. | ||
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![Ceylon Architecture](../contents/images/img.png) | ||
![Ceylon Architecture](https://github.com/ceylonai/ceylon/blob/master/contents/images/img.png?raw=True) | ||
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## 🚀 Key Features | ||
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- **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. | ||
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## 🌟 Why Ceylon? | ||
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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. | ||
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- **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. | ||
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## 🛠️ Use Cases | ||
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- Automated customer support systems | ||
- Intelligent meeting schedulers | ||
- Real-time stock market analysis | ||
- AI-driven content creation pipelines | ||
- Complex data processing and decision-making systems | ||
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## 📚 Tutorials and Examples | ||
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Ceylon provides a range of tutorials and examples to help you get started and make the most of the framework: | ||
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### Tutorials | ||
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- [Collaborative AI Workflow: Using Ceylon Framework for Streamlined Article Creation](https://medium.com/ceylonai/collaborative-ai-workflow-using-ceylon-framework-for-streamlined-article-creation-81bbd7ee7c01) | ||
- [A Meeting Scheduler with Ceylon - Multi Agent System](https://medium.com/ceylonai/a-meeting-scheduler-with-ceylon-multi-agent-system-a7aa5a906f36) | ||
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### Example Projects | ||
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- **Meeting Scheduler | ||
**: [Colab Script](https://colab.research.google.com/drive/1C-E9BN992k5sZYeJWnVrsWA5_ryaaT8m?usp=sharing) | ||
[Read more](bindings/ceylon/examples/time_scheduling) | ||
- **Single Item Auction | ||
**: [Colab Script](https://colab.research.google.com/drive/12o76s4CyGvOpUaACDYIaYmJgJE1hC81Y#scrollTo=_4dqqO616ifQ) | ||
[Read more](bindings/ceylon/examples/auction) | ||
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### More Examples | ||
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- **Task Manager**: [Read more](bindings/ceylon/examples/task_manager) | ||
- **Auction System**: [Read more](bindings/ceylon/examples/auction) | ||
- **Time Scheduling**: [Read more](bindings/ceylon/examples/time_scheduling) | ||
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## 🚦 Getting Started | ||
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To get started with Ceylon, refer to our detailed [Getting Started Guide](./docs/advance_agents). This guide walks you | ||
through setting up a basic multi-agent system with easy-to-follow steps. | ||
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## 🚧 Roadmap | ||
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- [X] Agent Stack | ||
- [X] Python SDK First Version Release | ||
- [ ] Java/Kotlin SDK First Version Release | ||
- [ ] NodeJS SDK First Version Release | ||
- [ ] JS/TS SDK First Version Release | ||
- [ ] LLM Agents | ||
- [ ] Web Agent | ||
- [ ] Task Manager | ||
- [ ] Agent Registry | ||
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## 🤝 Contributing | ||
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We welcome contributions! Please read our [contributing guidelines](CONTRIBUTING.md) before submitting a pull request. | ||
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## 📄 License | ||
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Ceylon is released under the Apache-2.0 license. See the [LICENSE](LICENSE) file for details. | ||
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## 📞 Contact | ||
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For questions or support, please contact us at [[email protected]](mailto:[email protected]). | ||
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## NOTE | ||
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**This project implements a peer-to-peer (P2P) networking solution designed for software agent communication, entirely | ||
independent of any blockchain technology. Our system utilizes libp2p Rust implementation for enabling cross-network | ||
communication between software agents, following distributed networking principles similar to BitTorrent. While libp2p | ||
is also used in some blockchain projects, our implementation does not incorporate, rely on, or interact with any | ||
blockchain or cryptocurrency technologies. Each agent in our network functions as an autonomous software component, | ||
processing data and communicating through our P2P implementation powered by libp2p.** | ||
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--- | ||
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Built with ☕ by the Ceylon Team. Star us on GitHub if you find this interesting! | ||
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site_name: "Ceylon: A Multi-Agent System (MAS)" | ||
site_url: "https://ceylon.ai" | ||
theme: | ||
name: "mkdocs" | ||
name: "material" | ||
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use_directory_urls: false |