Genesis is an ambitious project aimed at creating a robust multi-agent system designed for seamless collaboration, leveraging cutting-edge technologies and architectures. Originally inspired by graph-based systems like LangGraph, Genesis overcomes the limitations of tight agent coupling by enabling free-flowing communication and focused collaboration when required.
Genesis represents a significant step forward in the field of autonomous agents. With its innovative hybrid coupling architecture, message board system, and modular agent templates, Genesis simplifies multi-agent orchestration and makes building and integrating agents easier than ever.
- Loose Coupling: Agents collaborate freely in open-ended tasks, enabling dynamic interaction.
- Tight Coupling: Ensures precise execution for targeted tasks, allowing focused collaboration.
- Acts as the central hub for task assignment and communication.
- Facilitates seamless coordination and decision-making among agents.
- Plug-and-play support for LangChain, LlamaIndex, or custom agents.
- Features include:
- Automated prompt handling.
- Agent history and artifact saving.
- Observability tools (track token usage, decisions, and cycles).
Follow these steps to get started with Genesis:
- Open a terminal on your computer.
- Clone the repository using the following command:
git clone https://github.com/safimuhammad/Genesis-GPT.git
- Navigate to the project directory:
cd Genesis-GPT
If you prefer not to use Git, you can download the repository directly:
- Click the Code button at the top-right corner of this repository.
- Select Download ZIP.
- Extract the downloaded ZIP file to a folder on your computer.
- Detailed instructions for installing dependencies will be added as the project progresses.
- Usage instructions will be provided as the project evolves.
We welcome contributions to Genesis. To contribute, follow these steps:
- Fork the repository.
- Create a new branch for your feature or bug fix:
git checkout -b feature-name
- Make your changes and commit them:
git commit -m "Add a meaningful commit message" - Push your branch to your forked repository:
git push origin feature-name
- Submit a pull request.
Genesis simplifies multi-agent orchestration by abstracting complexities, making it easier to build and integrate agents. Whether for loose or tight coupling, its architecture ensures flexibility and reliability, making it a powerful tool for developers tackling complex systems.
will be updated as the project progresses.
Thank you for your interest in Genesis-GPT! We look forward to pushing the boundaries of autonomous agents with your support.