raya

• Raya - Computer Use Agent

Introduction

raya is an AI agent for raya that harnesses the power of code and AI to control your PC with ease. It enables you to automate any task by interacting with applications, clicking buttons, typing, running commands, and capturing the UI state.

preview :)

https://github.com/user-attachments/assets/82ab57fe-8e4d-4f37-9516-0001e7e08845

Unlike traditional computer vision models, raya works directly at the raya GUI layer, providing advanced automation capabilities without relying on image recognition techniques.

Installation

Requirements:

• Python 3.13 or higher
• windows 7, 8, 10, or 11
• UV (optional, or use pip)

To install with uv:

uv pip install raya

Or with pip:

pip install raya

Usage

To use raya in your own script:

from langchain_google_genai import ChatGoogleGenerativeAI
from raya.agent import Agent
from dotenv import load_dotenv

load_dotenv()
llm = ChatGoogleGenerativeAI(model='gemini-2.0-flash')
agent = Agent(llm=llm, browser='chrome', use_vision=True)
query = input("Enter your query: ")
result = agent.invoke(query=query)
print(result.content)

To run the agent from the command line:

python main.py

Example Prompts

• Write a short note about LLMs and save to the desktop
• Change from Dark mode to Light mode

See the demos for screenshots and more examples.

Project Status

• raya is under active development.
• Contributions, bug reports, and feature requests are welcome.

Caution

raya interacts directly with your windows OS at the GUI layer to perform actions. While designed to be intelligent and safe, it can make mistakes that might cause unintended changes. Use with care.

🪪 License

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

🤝 Contributing

Thank you for your interest in contributing to raya!

Getting Started

Development Environment

raya requires:

• Python 3.13 or later

Installation from Source

1. Fork the repository on GitHub.
2. Clone your fork locally:
   hljs language-bash

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   git clone https://github.com/YOUR_USERNAME/raya.git
   cd raya
   

3. Install the package in development mode:
   hljs language-bash

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   pip install -e ".[dev,search]"
   

4. Set up pre-commit hooks:
   hljs language-bash

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   pip install pre-commit
   pre-commit install
   

Development Workflow

Branching Strategy

• main branch contains the latest stable code
• Create feature branches from main named according to the feature you're implementing: feature/your-feature-name
• For bug fixes, use: fix/bug-description

Commit Messages

• No strict style enforced, but keep commit messages clear and informational.

Code Style

• Uses Ruff for formatting and linting (see ruff.toml).
• Line length: 100 characters
• Double quotes for strings
• PEP 8 naming conventions
• Add type hints to function signatures

Pre-commit Hooks

• Configured in .pre-commit-config.yaml.
• Hooks will:
  • Format code using Ruff
  • Run linting checks
  • Check for trailing whitespace
  • Ensure files end with a newline
  • Validate YAML files
  • Check for large files
  • Remove debug statements

Testing

Running Tests

Run the test suite with pytest:

pytest

To run specific test categories:

pytest tests/

Adding Tests

• Add unit tests for new functionality in tests/unit/
• For slow or network-dependent tests, mark them with @pytest.mark.slow or @pytest.mark.integration
• Aim for high test coverage of new code

Pull Requests

Creating a Pull Request

1. Ensure your code passes all tests and pre-commit hooks
2. Push your changes to your fork
3. Submit a pull request to the main repository
4. Follow the pull request template

Documentation

• Update docstrings for new or modified functions, classes, and methods
• Use Google-style docstrings:
  hljs language-python

  Copy

  def function_name(param1: type, param2: type) -> return_type:
      """Short description.
  
      Longer description if needed.
  
      Args:
          param1: Description of param1
          param2: Description of param2
  
      Returns:
          Description of return value
  
      Raises:
          ExceptionType: When and why this exception is raised
      """
  

Getting Help

• Open an issue for discussion
• Reach out to the maintainers
• Check existing code for examples

Citation

@software{
  author       = {Rayamah, Ibrahim},
  title        = {raya: Enable AI to control your PC},
  year         = {2025},
  publisher    = {GitHub},
  url={https://github.com/iBz-04/raya}
}