AgentOS

A minimal, production-ready implementation of Andrej Karpathy's Agent Operating System architecture, developed by Swarms.ai and partners.

Overview

AgentOS is a lightweight, single-file implementation that provides a robust foundation for building autonomous AI agents. It implements the core concepts outlined in Karpathy's Agent OS architecture while maintaining simplicity and extensibility. Developed by Swarms.ai and its partners, AgentOS is a production-ready implementation of autonomous AI agents that follows the architectural principles outlined by Andrej Karpathy.

Features

• Unified Model Interface: Seamless integration with multiple LLM providers through LiteLLM
  • Support for Anthropic Claude models (Opus, Sonnet, Haiku)
  • Integration with OpenAI GPT models
  • Access to optimized variants (GPT-4o, GPT-4o-mini)
• Browser Automation: Built-in browser agent capabilities for web interaction using browser-use
• Multi-Modal Support:
  • Text processing and generation
  • Video analysis through Google's Gemini models
  • Audio processing and speech synthesis
  • Image handling capabilities
• Resource Management:
  • Efficient handling of computational resources
  • Dynamic model selection based on task requirements
  • Automatic GPU/CPU optimization
• HuggingFace Integration:
  • Direct access to open-source models
  • Support for text generation and multiple NLP tasks
  • Automatic model quantization and optimization
• Extensible Architecture: Easy to add new capabilities and tools

Core Components

• Model Management: Dynamic selection and utilization of language models
• Browser Automation: Autonomous web-based task execution
• Resource Orchestration: Efficient management of computational resources
• Context Management: Maintains system state and task dependencies

Installation

pip3 install -U agentos-sdk

Usage

from agentos import AgentOS

# Initialize AgentOS
agent_os = AgentOS()

# Run a task
result = agent_os.run(
    task="Your task description",
    img="optional_image.jpg",
    video="optional_video.mp4",
    audio="optional_audio.mp3"
)

Available Tools

AgentOS comes with a powerful set of built-in tools that enable various capabilities. Here's a comprehensive list of all available tools:

Community

Join our community of agent engineers and researchers for technical support, cutting-edge updates, and exclusive access to world-class agent engineering insights!

Contributing

We welcome contributions from the community. Please see our contributing guidelines for more information.

License

This project is under the MIT License.

Todo

• Add deep research agent or sub agent
• Implement video and audio processing
• Create better system prompt and add multiple shot examples on when to use certain tools and etc