1 unstable release

0.0.1 Apr 6, 2024

#7 in #stable-diffusion

MIT license

165KB
2.5K SLoC

🤖 AutoGPT

Work In Progress made-with-rust Rust License Maintenance Jupyter Notebook

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cargo install autogpt --all-features docker pull kevinrsdev/autogpt:0.0.1

AutoGPT is a pure rust framework that simplifies AI agent creation and management for various tasks. Its remarkable speed and versatility are complemented by a mesh of built-in interconnected GPTs, ensuring exceptional performance and adaptability.


🚀 Features

  • Agent Creation: Easily create different types of agents tailored to specific tasks.
  • Task Management: Efficiently manage tasks and distribute them among agents.
  • Extensible: Extend functionality by adding new agent types and task handling capabilities.
  • CLI Interface: Command-line interface for seamless interaction with the framework.
  • SDK Integration: Software development kit for integrating AutoGPT into existing projects.

📦 Installation

Please refer to our tutorial for guidance on installing, running, and/or building the CLI from source using either Cargo or Docker.

[!NOTE] For optimal performance and compatibility, we strongly advise utilizing a Linux operating system to install this CLI.

🔄 Workflow

                       +------------------------------------+
                       |                User                |
                       |             Provides               |
                       |          Project Prompt            |
                       +------------------+-----------------+
                                          |
                                          v
                       +------------------+-----------------+
                       |               ManagerGPT           |
                       |            Distributes Tasks       |
                       |          to Backend, Frontend,     |
                       |           Designer, Architect      |
                       +------------------+-----------------+
                                          |
                                          v
   +--------------------------+-----------+----------+----------------------+
   |                          |                      |                      |
   |                          v                      v                      v
+--+---------+       +--------+--------+       +-----+-------+       +-----+-------+
|  Backend   |       |    Frontend     |       |  Designer   |       |  Architect  |
|    GPT     |       |      GPT        |<----->|    GPT      |       |  GPT        |
|            |       |                 |       |  (Optional) |       |             |
+--+---------+       +-----------------+       +-------------+       +-------------+
   |                          |                       |                       |
   v                          v                       v                       v
(Backend Logic)        (Frontend Logic)         (Designer Logic)        (Architect Logic)
   |                          |                       |                       |
   +--------------------------+----------+------------+-----------------------+
                                         |
                                         v
                      +------------------+-----------------+
                      |               ManagerGPT           |
                      |       Collects and Consolidates    |
                      |        Results from Agents         |
                      +------------------+-----------------+
                                         |
                                         v
                      +------------------+-----------------+
                      |                User                |
                      |            Receives Final          |
                      |             Output from            |
                      |            ManagerGPT              |
                      +------------------------------------+
  • ✍️ User Input: Provide a project's goal (e.g. "Develop a full stack app that fetches today's weather. Use the axum web framework for the backend and the Yew rust framework for the frontend.").

  • 🚀 Initialization: AutoGPT initializes based on the user's input, creating essential components such as the ManagerGPT and individual agent instances (ArchitectGPT, BackendGPT, FrontendGPT).

  • 🛠️ Agent Configuration: Each agent is configured with its unique objectives and capabilities, aligning them with the project's defined goals. This configuration ensures that agents contribute effectively to the project's objectives.

  • 📋 Task Allocation: ManagerGPT distributes tasks among agents considering their capabilities and project requirements.

  • ⚙️ Task Execution: Agents execute tasks asynchronously, leveraging their specialized functionalities.

  • 🔄 Feedback Loop: Continuous feedback updates users on project progress and addresses issues.

🤖 Available Agents

At the current release, Autogpt consists of 6 built-in specialized autonomous AI agents ready to assist you in bringing your ideas to life! Refer to our guide to learn more about how the built-in agents work.

📌 Examples

Your can refer to our examples for guidance on how to use the cli in a jupyter environment.

📚 Documentation

For detailed usage instructions and API documentation, refer to the AutoGPT Documentation.

🤝 Contributing

Contributions are welcome! See the Contribution Guidelines for more information on how to get started.

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.


Dependencies

~7–20MB
~294K SLoC