GitHub UFO: Digital Agent Galaxy

Description

UFO³ (Digital Agent Galaxy) is a project hosted on GitHub, developed by Microsoft, focused on multi-device orchestration for intelligent agents. It introduces a framework for coordinating agents across heterogeneous platforms, enabling complex workflows and automation. The project builds upon the foundation of UFO² (Desktop AgentOS), offering enhanced capabilities for cross-device collaboration and task management.

UFO³'s core functionality revolves around the concept of a "Galaxy," which orchestrates tasks across multiple devices. It utilizes a declarative approach, decomposing requests into structured DAGs (Directed Acyclic Graphs) for automated scheduling and execution. Key features include dynamic DAG editing for adaptive workflow evolution, asynchronous execution with parallel task coordination, and a unified agent interaction protocol (AIP) for secure agent communication. The system also incorporates a template-driven toolkit for rapid agent development.

The architecture of UFO³ is designed to facilitate cross-device dependency tracking, parallel execution optimization, and cross-device dataflow management. It supports a range of device types, including Windows, Linux, and Android, with the potential for expansion. The project provides detailed documentation, including a Galaxy Quick Start guide and complete guides for both Galaxy and UFO².

UFO² serves as a standalone Windows automation tool and can also function as a device agent within the Galaxy framework. It offers deep Windows OS integration, hybrid GUI and API actions, and a focus on reliability and ease of setup. UFO² has entered Long-Term Support (LTS) status, ensuring ongoing maintenance and support. The project encourages community contributions and provides various resources, including GitHub discussions, an issue tracker, and a YouTube channel. The project is licensed under the MIT License.

GitHub UFO: Digital Agent Galaxy's Core Features

• Multi-device orchestration

• DAG-based task orchestration

• Dynamic DAG editing

• Asynchronous execution

• Unified Agent Interaction Protocol (AIP)

• Cross-device collaboration

• Heterogeneous platform integration

• Deep Windows OS integration

• Hybrid GUI + API actions

• Template-driven agent development

• Real-time status updates

• Automatic error recovery

• Progress tracking with feedback

• Capability-based device matching

Getting Started with GitHub UFO: Digital Agent Galaxy

1. 1

   Clone the repository: Use Git to clone the UFO repository from GitHub.

2. 2

   Install dependencies: Run `pip install -r requirements.txt` to install the required packages.

3. 3

   Configure ConstellationAgent: Copy the template file and edit `config\galaxy\agent.yaml` with your API keys.

4. 4

   Configure devices: Edit `config\galaxy\devices.yaml` to register your devices.

5. 5

   Start device agents: Start the device agents based on your platform (Windows, Linux, or Android).

6. 6

   Launch Galaxy: Execute the Galaxy framework using `python -m galaxy --interactive`.

GitHub UFO: Digital Agent Galaxy's Use Cases

• Cross-device automation
• Complex workflow automation
• Heterogeneous platform integration
• GUI automation
• Task orchestration
• Windows automation
• Agent development

FAQ from GitHub UFO: Digital Agent Galaxy

• What is UFO³?

  UFO³ is a multi-device orchestration framework, also known as the Digital Agent Galaxy, designed for coordinating intelligent agents across heterogeneous platforms.

• What are the key features of UFO³?

  Key features include DAG-based task orchestration, dynamic DAG editing, asynchronous execution, and a unified agent interaction protocol.

• What is the relationship between UFO² and UFO³?

  UFO² is a desktop agent for Windows, and it can serve as a device agent within the UFO³ Galaxy framework.

• What platforms does UFO³ support?

  UFO³ supports Windows, Linux, and Android, with potential for more platforms in the future.

• How do I get started with UFO³?

  Follow the Galaxy Quick Start guide, which involves installing dependencies, configuring agents and devices, and launching the Galaxy framework.

• What is the role of the ConstellationAgent?

  The ConstellationAgent is responsible for task decomposition and planning within the Galaxy framework.

• What is the AIP protocol?

  The AIP (Unified Agent Interaction Protocol) is a WebSocket-based secure coordination layer for agent communication.

• Is UFO² still supported?

  Yes, UFO² has entered Long-Term Support (LTS) status and is actively maintained.

• How can I contribute to the project?

  You can contribute by reporting bugs, suggesting features, improving documentation, adding tests, and submitting pull requests.

• What license is used for UFO³?

  UFO³ is licensed under the MIT License.