autoMate

One-Minute Overview#

autoMate is a revolutionary AI+RPA automation tool that allows computers to perform complex tasks autonomously simply by describing them in natural language. Unlike cumbersome traditional RPA tools, autoMate leverages large language models to simulate human vision and operations, working with any visual interface without requiring programming knowledge for true no-code automation.

Core Value: Replace complex programming with natural language, enabling anyone to easily automate computer operations

Quick Start#

Installation Difficulty: Medium - Requires Python environment and specific model APIs, but comes with detailed installation guides

# Clone the project
git clone https://github.com/yuruotong1/autoMate.git
cd autoMate
# Create python3.12 environment
conda create -n "automate" python==3.12
# Activate environment
conda activate automate
# Install dependencies
python install.py

Start the application:

python main.py

Then open http://localhost:7888/ in your browser to configure your API key and basic settings.

Is this suitable for me?

• ✅ Office automation: Handling repetitive document operations, data entry, spreadsheet processing
• ✅ Cross-software workflows: Automatically transferring data between different applications
• ✅ Non-technical users: No programming knowledge required, describe tasks in natural language
• ❌ High-speed execution tasks: Current execution is slow, especially without NVIDIA GPUs
• ❌ Offline usage scenarios: Requires internet connection to call AI model APIs

Core Capabilities#

1. Natural Language Driven - Task Understanding and Planning#

• Plans complex automation workflows through simple language descriptions Real Value: No need to learn programming logic of specific RPA tools, express requirements in everyday language

2. Full Interface Control - Unlimited Operation Possibilities#

• Supports operations on any visual interface, not limited to specific software Real Value: Breaks through application limitations of traditional RPA tools, can automate any software with graphical interface

3. Intelligent Visual Understanding - Human-like Operations#

• Can understand and recognize screen content like humans, performing precise operations Real Value: Can handle unstructured interfaces and adapt to different software interface changes

4. Local Deployment - Data Security Guarantee#

• Supports local deployment, protecting data security and privacy Real Value: Sensitive data processing doesn't require uploading to cloud, meets enterprise data security requirements

Tech Stack and Integration#

Development Language: Python 3.12 Main Dependencies: PyTorch, OpenAI API, multimodal models, OmniParser Integration Method: Local application with web interface accessed through browser

Maintenance Status#

• Development Activity: Project is in early stages of rapid iteration, actively integrating the latest technologies
• Recent Updates: Continuously updated, with developers sharing technical progress through Knowledge Planet
• Community Response: Open source project encouraging community contributions

Documentation and Learning Resources#

• Documentation Quality: Basic level, providing installation guides and FAQ
• Official Documentation: README.md (available in Chinese and Japanese)
• Example Code: Basic installation and running examples provided
• Learning Resources: Knowledge Planet "AI Tongmu and His Noble Friends" provides in-depth technical discussions