# CaelumSys đ AI-Enhanced System Automation with **135+ specialized plugins** and a powerful AI integration framework supporting **OpenAI, Anthropic, and local models like Ollama**.
> đ **NEW in v0.4.0**: **BUILT-IN HIGH-PERFORMANCE VISION!** MSS, OpenCV, and Tesseract are now integrated directly - no separate installation needed!
> ⥠**BREAKTHROUGH**: **3-4x faster screen capture**, **enhanced template matching**, and **OCR text extraction** built into every installation!
> đī¸ **GAMING-READY**: AI agents can now monitor screens at **160+ FPS** and detect changes in **real-time** for competitive gaming applications!
**CaelumSys** is the ultimate AI-enhanced system automation toolkit that transforms natural language commands into system actions. Build intelligent assistants, chatbots, and automation agents with **135+ specialized plugins** and a powerful AI integration framework supporting **OpenAI, Anthropic, and local models like Ollama**.
## đ Roadmap
**v0.4.0 (Current - JUST RELEASED!) â
**
- đ **BUILT-IN HIGH-PERFORMANCE VISION**: MSS, OpenCV, Tesseract integrated directly
- ⥠**3-4x faster screen capture** with MSS (no separate installation)
- đ¯ **Enhanced template matching** with OpenCV for superior accuracy
- đ **Built-in OCR text extraction** with Tesseract
- đŽ **Gaming-level performance**: 160+ FPS pixel monitoring
- đ **Performance benchmarking tools** built-in
- đ¤ Full AI agent integration (OpenAI, Anthropic, Ollama)
- đ Local model support (Ollama) - No API keys needed!
- đĄī¸ Advanced safety and permission systems
- đ§ Enhanced function schema generation
- đ Comprehensive AI integration documentation
**v0.3.x (Previous) â
**
- Basic system automation commands
- Plugin architecture foundation
- Command-line interface
- File management operations
**v0.5.0 (Planned)**
- đĄ REST API server mode
- đ§ Plugin management CLI
- đ Web dashboard interface
- đ Plugin marketplace
**v1.0.0 (Future)**
- đ¯ Stable API guarantee
- đ Advanced security features
- đĸ Enterprise integrations
- đ Analytics and monitoring
---
**CaelumSys** is the ultimate AI-enhanced system automation toolkit that transforms natural language commands into system actions. Build intelligent assistants, chatbots, and automation agents with **135+ specialized plugins** and a powerful AI integration framework supporting **OpenAI, Anthropic, and local models like Ollama**.
> đ **NEW in v0.4.0**: **BUILT-IN HIGH-PERFORMANCE VISION!** MSS, OpenCV, and Tesseract are now integrated directly - no separate installation needed!
> ⥠**BREAKTHROUGH**: **3-4x faster screen capture**, **enhanced template matching**, and **OCR text extraction** built into every installation!
> đī¸ **GAMING-READY**: AI agents can now monitor screens at **160+ FPS** and detect changes in **real-time** for competitive gaming applications!
---
## đ¤ AI Agent Quick Start
Create a powerful AI assistant with system automation in just one line:
```python
import os
from caelum_sys import create_openai_agent
# Create an AI assistant with full system capabilities
agent = create_openai_agent(os.getenv("OPENAI_API_KEY"))
# Start chatting!
**That's it!** Your AI assistant can now:
- đ Manage files and directories
- đ Make network requests and web searches
- đ Monitor system performance
- đĩ Control media playback
- đ¸ **Capture screenshots at HIGH-SPEED (MSS - 3x faster)**
- đī¸ **Watch your screen in real-time at 160+ FPS**
- đąī¸ **Control mouse clicks and movements**
- â¨ī¸ **Type text and press keyboard shortcuts**
- đ¯ **Find and click on images/UI elements (OpenCV enhanced)**
- đ **Read any text from screen using OCR (Tesseract)**
- 𧎠Perform calculations
- â° Handle date/time operations
- đ§ Execute Git operations
- And 135+ more system tasks!
---
## đ Key Features
- **đ¤ AI-First Design**: Built for OpenAI, Anthropic, and local models (Ollama)
- **đī¸ Vision Capabilities**: AI agents can see and analyze screen content
- **đąī¸ Input Control**: Complete mouse and keyboard automation
- **đ¯ Smart Interactions**: Find and click on UI elements automatically
- **đŖī¸ Natural Language Interface**: `do("get current time")` instead of complex APIs
- **đ Plugin Architecture**: 135+ specialized plugins covering daily automation needs
- **đĄī¸ Safety Classifications**: Commands marked safe/unsafe for AI agent integration
- **đ° Cost-Effective**: Use free local models or premium cloud APIs
- **đ One-Line Setup**: Create AI assistants instantly with minimal code
- **⥠Zero Configuration**: Works immediately after `pip install caelum-sys`
- **đ¯ 135+ Commands**: Comprehensive coverage from file operations to UI automation
- **đ§ Extensible**: Create custom plugins in just 10-15 lines of code
- **đ Cross-Platform**: Windows-focused with macOS/Linux compatibility
- **đ Async Support**: Built for real-time AI applications
---
## đĻ Installation
### Basic Installation
```bash
pip install caelum-sys
```
*⨠**High-Performance Vision included!** MSS, OpenCV, and Tesseract are automatically installed - no extra setup needed!*
### With AI Capabilities
```bash
# For OpenAI integration (GPT-4, etc.)
pip install caelum-sys[openai]
# For Anthropic integration (Claude)
pip install caelum-sys[anthropic]
# For all AI features
pip install caelum-sys[ai]
# For local Ollama (no extra dependencies needed!)
pip install caelum-sys
# Then: ollama serve && ollama pull llama3.1
```
> **Note**: The base installation includes all system automation and high-performance vision features. AI provider packages are only needed for cloud-based AI integration.
---
## ⥠High-Performance Vision (NEW in v0.4.0!)
CaelumSys now includes **built-in high-performance vision backends** - no separate installation needed:
### đ **3-4x Faster Screen Capture with MSS**
```python
do("take screenshot") # Now uses MSS automatically - 3x faster!
do("take screenshot of region 100 100 500 300") # 4x faster for regions!
```
### đ¯ **Enhanced Image Recognition with OpenCV**
```python
do("find image on screen button.png") # OpenCV provides superior accuracy
```
### đ **Built-in OCR Text Extraction**
```python
do("read text from screen region 500 50 800 100") # Extract any screen text
# Returns: "Health: 100/100 Mana: 50/75"
```
### đŽ **Gaming-Level Performance**
```python
do("high speed pixel monitor 500 300 for 10 seconds") # 160+ FPS monitoring
do("performance benchmark screen capture") # See the speed difference
```
**Performance Improvements:**
- **Full Screen Capture:** MSS is 1.3x faster than PyAutoGUI
- **Region Capture:** MSS is 4.4x faster than PyAutoGUI
- **Gaming Monitoring:** Sustained 160+ FPS pixel monitoring
- **Template Matching:** OpenCV provides enhanced accuracy and reliability
---
## đ Quick Examples
### Local AI with Ollama (No API Keys!)
```python
from caelum_sys import create_ollama_agent
# Create a local AI assistant - completely free!
agent = create_ollama_agent("llama3.1") # or "codellama", "mistral", etc.
# Start chatting with your local AI
response = await agent.chat("What's the current time and show me system info?")
print(response) # Your local AI executes commands and responds naturally
```
### AI with Vision & Control (NEW!)
```python
from caelum_sys import create_ollama_agent
# Create an AI that can see and control your desktop!
agent = create_ollama_agent(
model="llama3.1",
system_prompt="You can see the user's screen and control their mouse/keyboard. Help them with desktop tasks!"
)
# Your AI can now see and interact!
response = await agent.chat("Take a screenshot and tell me what's on my screen, then click the start button")
print(response) # AI analyzes your screen and performs actions!
```
### Traditional Usage
```python
from caelum_sys import do
# System Information
do("get current time") # â° Current time: 2025-08-02 15:30:45
do("get system info") # đĨī¸ System Info: Windows 11, Intel i7...
# File Operations
do("create file at test.txt") # đ File created: test.txt
do("list files in .") # đ Files: [file1.txt, file2.py, ...]
# Network & Web
do("ping google.com") # đ Ping: google.com is reachable
do("get weather for Tokyo") # âī¸ Tokyo: 25°C, Sunny
```
### AI Agent Examples
#### OpenAI Assistant (GPT-4)
```python
import asyncio
from caelum_sys import create_openai_agent
async def main():
agent = create_openai_agent(
api_key="your-openai-key",
name="System Admin Assistant"
)
# Natural conversation with system capabilities
response = await agent.chat("Can you check the current time, create a backup folder, and show me disk usage?")
print(response)
asyncio.run(main())
```
#### Discord Bot with CaelumSys
```python
import discord
from caelum_sys import create_openai_agent
class SystemBot(discord.Client):
async def on_ready(self):
self.agent = create_openai_agent("your-openai-key")
async def on_message(self, message):
if message.content.startswith('!system'):
query = message.content[8:]
response = await self.agent.chat(query)
await message.channel.send(response)
```
#### Ollama Local AI (Free!)
```python
import asyncio
from caelum_sys import create_ollama_agent
async def main():
# Use local models - no API costs!
agent = create_ollama_agent(
model="llama3.1", # or "codellama", "mistral", "phi3", etc.
name="Local System Admin"
)
# Natural conversation with your local AI
response = await agent.chat("Can you check disk usage, create a backup folder called 'daily_backup', and show me running processes?")
print(response)
asyncio.run(main())
```
#### Discord Bot with Local AI
```python
import discord
from caelum_sys import create_ollama_agent
class LocalSystemBot(discord.Client):
async def on_ready(self):
# No API key needed - use local Ollama
self.agent = create_ollama_agent("llama3.1")
async def on_message(self, message):
if message.content.startswith('!local'):
query = message.content[7:]
response = await self.agent.chat(query)
await message.channel.send(response)
```
#### Custom Agent Configuration
```python
from caelum_sys import CaelumAgent, AgentConfig
from caelum_sys.ai_agent import OpenAIProvider, OllamaProvider
# OpenAI Configuration
config = AgentConfig(
name="DevOps Assistant",
system_prompt="You are a DevOps expert with system automation capabilities...",
safety_mode=True,
max_tokens=2000,
temperature=0.3
)
provider = OpenAIProvider("your-key", model="gpt-4")
agent = CaelumAgent(config, provider)
# Or use local Ollama (no API key needed)
local_provider = OllamaProvider("codellama") # Great for development tasks
local_agent = CaelumAgent(config, local_provider)
```
do("get cpu usage") # đģ CPU usage: 12.5%
# File Operations
do("create file at report.txt") # â
Created file at: report.txt
do("check if file exists data.json") # â
File exists: data.json
do("get file size setup.py") # đ File size: 1401 bytes (1.4 KB)
# Web & Network
do("check website status github.com") # â
https://github.com is accessible (Status: 200)
do("get my public ip") # đ Public IP address: 203.0.113.42
do("get weather for London") # đ¤ī¸ Weather for London: â
18°C
# Text & Data Processing
do("encode base64 Hello World") # đ Encoded: SGVsbG8gV29ybGQ=
do("hash text with md5 secret") # đ MD5 hash: 5ebe2294ecd0e0f08eab7690d2a6ee69
do("generate uuid") # đ Generated UUID: 550e8400-e29b-41d4-a716...
# Productivity
do("add note Meeting at 3pm") # đ Note saved with ID: 1
do("copy text to clipboard") # đ Text copied to clipboard
do("calculate 15% of 240") # 𧎠15% of 240 = 36.0
# Git Integration (for developers)
do("git status") # đ Git status: 3 modified files
do("git add all files") # â
Added all files to staging
```
### Command Line Interface
```bash
# Get help and discover commands
caelum-sys "help"
caelum-sys "list safe commands"
caelum-sys "search commands for file"
# Execute commands
caelum-sys "get system info"
caelum-sys "take screenshot"
caelum-sys "check website status example.com"
```
---
## đ Plugin Categories
### đī¸ **Screen Watching** (9 commands) - NEW!
AI agents can see and analyze screen content in real-time.
```python
do("take screenshot") # Capture full screen
do("take screenshot of region 0 0 500 300") # Capture specific area
do("analyze screen content") # AI visual analysis
do("find image on screen button.png") # Locate UI elements
do("monitor screen changes for 10 seconds") # Watch for changes
```
### đąī¸ **Input Control** (15 commands) - NEW!
Complete mouse and keyboard automation for AI agents.
```python
do("click at 250 150") # Click at coordinates
do("type text Hello World") # Type text naturally
do("press keys ctrl+c") # Keyboard shortcuts
do("drag from 100 100 to 200 200") # Drag operations
do("click on image button.png") # Smart UI clicking
```
### đī¸ **File Management** (8 commands)
Complete file system operations with safety checks.
```python
do("create folder Projects/my-app") # Create directories
do("copy file data.txt to backup.txt") # Copy operations
do("move file temp.log to archive/") # Move operations
do("delete file old-data.csv") # Safe deletion
```
### đ **Web & APIs** (7 commands)
Internet connectivity and web service integration.
```python
do("check website status api.example.com") # HTTP status checking
do("download file from https://...") # File downloads
do("shorten url https://very-long-url...") # URL shortening
do("get page title from news.ycombinator.com") # Web scraping
```
### đ **Text & Clipboard** (8 commands)
Text manipulation and clipboard integration.
```python
do("copy text to clipboard") # Clipboard operations
do("get clipboard content") # Retrieve clipboard
do("uppercase text hello world") # Text transformations
do("count words in text") # Text analysis
```
### đĸ **Math & Calculations** (7 commands)
Safe mathematical operations and unit conversions.
```python
do("calculate 15% of 240") # Percentage calculations
do("convert 100 fahrenheit to celsius") # Temperature conversion
do("calculate tip 45.50 at 18 percent") # Financial calculations
do("generate random number between 1 and 100") # Random generation
```
### đ
**Date & Time** (8 commands)
Temporal operations with timezone support.
```python
do("get current timestamp") # Unix timestamps
do("add 5 days to today") # Date arithmetic
do("what time is it in Tokyo") # Timezone conversion
do("how many days until 2025-12-25") # Date calculations
```
### đ **Quick Notes** (8 commands)
Persistent note management with JSON storage.
```python
do("save note Meeting with client tomorrow") # Create notes
do("list all notes") # List notes
do("search notes for meeting") # Search functionality
do("get note 1") # Retrieve specific notes
```
### đ **Git Integration** (12 commands)
Version control operations for developers.
```python
do("git status") # Repository status
do("git add all files") # Stage changes
do("git commit with message Fix bug") # Commit changes
do("list git branches") # Branch management
```
### âšī¸ **File Information** (7 commands)
Detailed file inspection and metadata.
```python
do("get file info document.pdf") # Complete file details
do("get file hash important.zip") # File integrity
do("find files with extension .py in src/") # File discovery
do("count lines in file script.py") # File analysis
```
### đĨī¸ **System Utilities** (15+ commands)
System monitoring and control operations.
```python
do("get memory usage") # Resource monitoring
do("list running processes") # Process management
do("take screenshot") # Screen capture
do("open task manager") # System tools
```
### đ **Help & Discovery** (4 commands)
Built-in documentation and command discovery.
```python
do("help") # Complete command list
do("search commands for network") # Find relevant commands
do("list safe commands") # LLM-safe operations
do("list unsafe commands") # Commands requiring permission
```
### đ¤ **AI Assistant Generator** (3 commands) - NEW!
Create personalized AI development assistants with custom capabilities.
```python
do("setup dev assistant") # Interactive setup wizard
do("setup dev assistant quick MyBot ollama") # Quick setup with defaults
do("list dev assistant templates") # Show available templates
do("setup dev assistant template fullstack openai") # Use pre-configured template
```
---
## đ¤ AI Agent Integration
CaelumSys provides the most advanced AI agent capabilities with **vision and control** integration:
### đī¸ Vision-Enabled Commands (9 total) â
AI agents can **see and analyze** your screen:
```python
do("take screenshot") # â
Safe - capture screen
do("analyze screen content") # â
Safe - visual analysis
do("find image on screen") # â
Safe - locate UI elements
do("get pixel color at 100 100") # â
Safe - color detection
```
### đąī¸ Input Control Commands (15 total) â ī¸
AI agents can **control mouse and keyboard** (requires permission):
```python
do("click at 250 150") # â ī¸ Controlled - mouse clicking
do("type text Hello") # â ī¸ Controlled - keyboard input
do("press keys ctrl+c") # â ī¸ Controlled - shortcuts
do("drag from 100 100 to 200 200") # â ī¸ Controlled - drag operations
```
### Safe Commands (111 total) â
Commands that **read information** without modifying system state:
```python
do("get current time") # â
Safe - information retrieval
do("check website status") # â
Safe - network checking
do("get file size setup.py") # â
Safe - file inspection
do("list running processes") # â
Safe - system monitoring
```
### Unsafe Commands (24 total) â ī¸
Commands that **modify system state** and require explicit permission:
```python
do("delete file config.txt") # â ī¸ Unsafe - file deletion
do("kill process chrome") # â ī¸ Unsafe - process termination
do("empty recycle bin") # â ī¸ Unsafe - system cleanup
do("git commit with message") # â ī¸ Unsafe - repository changes
```
**Query commands by safety:**
- `do("list safe commands")` - Shows read-only operations
- `do("list unsafe commands")` - Shows system-modifying operations
### đ¯ Revolutionary Use Cases
**đŽ Gaming Automation:**
```python
# AI can watch game screens and react
agent.chat("Watch for the enemy and click to attack when you see red")
```
**đŧ Productivity Automation:**
```python
# AI can read and interact with any application
agent.chat("Read my emails and draft replies to the important ones")
```
**đ§ Smart Testing:**
```python
# AI can perform visual UI testing
agent.chat("Click through the app workflow and report any visual bugs")
```
---
## đ ī¸ Creating Custom Plugins
Extend CaelumSys with custom functionality:
```python
# caelum_sys/plugins/my_plugin.py
from caelum_sys.registry import register_command
@register_command("greet {name}", safe=True)
def greet_person(name: str):
"""Greet someone by name."""
return f"đ Hello, {name}! Welcome to CaelumSys!"
@register_command("backup database", safe=False)
def backup_database():
"""Backup the application database."""
# Implementation here
return "đž Database backup completed successfully"
```
**Plugin features:**
- â
**Auto-discovery**: Just add `.py` files to `caelum_sys/plugins/`
- â
**Parameter extraction**: `{name}` automatically becomes function parameter
- â
**Safety classification**: Mark commands as safe/unsafe for AI agents
- â
**Error handling**: Built-in exception handling and user-friendly messages
---
## đ ī¸ Development
```bash
# Install development dependencies
pip install -e ".[dev]"
# Format code
black caelum_sys/
isort caelum_sys/
# Type checking (optional)
mypy caelum_sys/
# Build package
python -m build
```
**Project Structure:**
```
caelum_sys/
âââ plugins/ # Plugin modules (25+ plugins with 135+ commands)
âââ core_actions.py # Main execution engine
âââ registry.py # Command registration system
âââ cli.py # Command-line interface
âââ __init__.py # Package interface
```
---
## đ Requirements
- **Python**: 3.9+ (tested on 3.9, 3.10, 3.11, 3.12, 3.13)
- **Operating System**: Windows (primary), macOS, Linux
- **Dependencies**: Automatically installed with package
### Core Dependencies
- `psutil` - System monitoring and process management
- `requests` - Web operations and HTTP requests
- `pyperclip` - Clipboard integration
- `pytz` - Timezone support and conversions
- `python-dateutil` - Advanced date parsing and manipulation
- `pyautogui` - Basic screen capture and input control
- `pillow` - Image processing and manipulation
### High-Performance Vision (NEW in v0.4.0!)
- `mss>=9.0.1` - Ultra-fast screen capture (3-4x faster than PyAutoGUI)
- `opencv-python>=4.8.0` - Advanced computer vision and template matching
- `pytesseract>=0.3.10` - OCR text extraction from screen regions
- `numpy>=1.24.0` - Numerical operations for image processing
### Optional AI Dependencies
- `openai` - For GPT-4, GPT-3.5-turbo integration (install with `pip install caelum-sys[openai]`)
- `anthropic` - For Claude 3.5 Sonnet, Claude 3 integration (install with `pip install caelum-sys[anthropic]`)
- **Ollama** - Local AI models (no extra Python dependencies - just install Ollama separately)
---
## đ¤ Contributing
We welcome contributions! Here's how to get started:
1. **Fork the repository**
2. **Create a feature branch**: `git checkout -b feature/amazing-plugin`
3. **Add your plugin** to `caelum_sys/plugins/`
4. **Test your functionality** with the CLI or programmatic interface
5. **Submit a pull request**
**Contribution Ideas:**
- đ New plugins (email, database, cloud services)
- đ Documentation improvements
- đ§ Performance optimizations
- đ Bug fixes and optimizations
- đ Cross-platform compatibility
---
## đ License
This project is licensed under the **MIT License** - see the [LICENSE](LICENSE) file for details.
---
## đ Links
- **PyPI Package**: https://pypi.org/project/caelum-sys/
- **GitHub Repository**: https://github.com/BlackBeardJW/caelum-sys
- **Issue Tracker**: https://github.com/BlackBeardJW/caelum-sys/issues
- **Documentation**: Coming soon!
---
## đ Roadmap
## đ Roadmap
**v0.4.0 (Current - COMPLETE!) â
**
- đ **BUILT-IN HIGH-PERFORMANCE VISION**: MSS, OpenCV, Tesseract integrated directly
- ⥠**3-4x faster screen capture** with MSS (no separate installation)
- đ¯ **Enhanced template matching** with OpenCV for superior accuracy
- đ **Built-in OCR text extraction** with Tesseract
- đŽ **Gaming-level performance**: 160+ FPS pixel monitoring
- đ **Performance benchmarking tools** built-in
- đ¤ Full AI agent integration (OpenAI, Anthropic, Ollama)
- đ Local model support (Ollama) - No API keys needed!
- đĄī¸ Advanced safety and permission systems
- đ§ Enhanced function schema generation
- đ Comprehensive AI integration documentation
**v0.5.0 (Planned)**
- đĄ REST API server mode
- đ§ Plugin management CLI
- đ Web dashboard interface
- đ Plugin marketplace
**v1.0.0 (Future)**
- đ¯ Stable API guarantee
- đ Advanced security features
- đĸ Enterprise integrations
- đ Analytics and monitoring
---
<div align="center">
**Made with â¤ī¸ by Joshua Wells**
â **Star this repo** if you find CaelumSys useful!
</div>
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"description": "# CaelumSys \ud83d\ude80 AI-Enhanced System Automation with **135+ specialized plugins** and a powerful AI integration framework supporting **OpenAI, Anthropic, and local models like Ollama**.\n\n> \ud83d\ude80 **NEW in v0.4.0**: **BUILT-IN HIGH-PERFORMANCE VISION!** MSS, OpenCV, and Tesseract are now integrated directly - no separate installation needed!\n\n> \u26a1 **BREAKTHROUGH**: **3-4x faster screen capture**, **enhanced template matching**, and **OCR text extraction** built into every installation!\n\n> \ud83d\udc41\ufe0f **GAMING-READY**: AI agents can now monitor screens at **160+ FPS** and detect changes in **real-time** for competitive gaming applications!\n\n\n\n\n\n\n\n**CaelumSys** is the ultimate AI-enhanced system automation toolkit that transforms natural language commands into system actions. Build intelligent assistants, chatbots, and automation agents with **135+ specialized plugins** and a powerful AI integration framework supporting **OpenAI, Anthropic, and local models like Ollama**.\n\n## \ud83d\udcc8 Roadmap\n\n**v0.4.0 (Current - JUST RELEASED!) \u2705**\n- \ud83d\ude80 **BUILT-IN HIGH-PERFORMANCE VISION**: MSS, OpenCV, Tesseract integrated directly\n- \u26a1 **3-4x faster screen capture** with MSS (no separate installation)\n- \ud83c\udfaf **Enhanced template matching** with OpenCV for superior accuracy\n- \ud83d\udcd6 **Built-in OCR text extraction** with Tesseract\n- \ud83c\udfae **Gaming-level performance**: 160+ FPS pixel monitoring\n- \ud83d\udcca **Performance benchmarking tools** built-in\n- \ud83e\udd16 Full AI agent integration (OpenAI, Anthropic, Ollama)\n- \ud83c\udfe0 Local model support (Ollama) - No API keys needed!\n- \ud83d\udee1\ufe0f Advanced safety and permission systems\n- \ud83d\udd27 Enhanced function schema generation\n- \ud83d\udcda Comprehensive AI integration documentation\n\n**v0.3.x (Previous) \u2705**\n- Basic system automation commands\n- Plugin architecture foundation\n- Command-line interface\n- File management operations\n\n**v0.5.0 (Planned)**\n- \ud83d\udce1 REST API server mode\n- \ud83d\udd27 Plugin management CLI\n- \ud83c\udf10 Web dashboard interface\n- \ud83d\uded2 Plugin marketplace\n\n**v1.0.0 (Future)**\n- \ud83c\udfaf Stable API guarantee\n- \ud83d\udd12 Advanced security features\n- \ud83c\udfe2 Enterprise integrations\n- \ud83d\udcca Analytics and monitoring\n\n---\n\n**CaelumSys** is the ultimate AI-enhanced system automation toolkit that transforms natural language commands into system actions. Build intelligent assistants, chatbots, and automation agents with **135+ specialized plugins** and a powerful AI integration framework supporting **OpenAI, Anthropic, and local models like Ollama**.\n\n> \ud83d\ude80 **NEW in v0.4.0**: **BUILT-IN HIGH-PERFORMANCE VISION!** MSS, OpenCV, and Tesseract are now integrated directly - no separate installation needed!\n\n> \u26a1 **BREAKTHROUGH**: **3-4x faster screen capture**, **enhanced template matching**, and **OCR text extraction** built into every installation!\n\n> \ud83d\udc41\ufe0f **GAMING-READY**: AI agents can now monitor screens at **160+ FPS** and detect changes in **real-time** for competitive gaming applications!\n\n---\n\n## \ud83e\udd16 AI Agent Quick Start\n\nCreate a powerful AI assistant with system automation in just one line:\n\n```python\nimport os\nfrom caelum_sys import create_openai_agent\n\n# Create an AI assistant with full system capabilities\nagent = create_openai_agent(os.getenv(\"OPENAI_API_KEY\"))\n\n# Start chatting!\n**That's it!** Your AI assistant can now:\n- \ud83d\udcc1 Manage files and directories\n- \ud83c\udf10 Make network requests and web searches \n- \ud83d\udcca Monitor system performance\n- \ud83c\udfb5 Control media playback\n- \ud83d\udcf8 **Capture screenshots at HIGH-SPEED (MSS - 3x faster)**\n- \ud83d\udc41\ufe0f **Watch your screen in real-time at 160+ FPS**\n- \ud83d\uddb1\ufe0f **Control mouse clicks and movements**\n- \u2328\ufe0f **Type text and press keyboard shortcuts**\n- \ud83c\udfaf **Find and click on images/UI elements (OpenCV enhanced)**\n- \ud83d\udcd6 **Read any text from screen using OCR (Tesseract)**\n- \ud83e\uddee Perform calculations\n- \u23f0 Handle date/time operations\n- \ud83d\udd27 Execute Git operations\n- And 135+ more system tasks!\n\n---\n\n## \ud83c\udf1f Key Features\n\n- **\ud83e\udd16 AI-First Design**: Built for OpenAI, Anthropic, and local models (Ollama)\n- **\ud83d\udc41\ufe0f Vision Capabilities**: AI agents can see and analyze screen content\n- **\ud83d\uddb1\ufe0f Input Control**: Complete mouse and keyboard automation\n- **\ud83c\udfaf Smart Interactions**: Find and click on UI elements automatically \n- **\ud83d\udde3\ufe0f Natural Language Interface**: `do(\"get current time\")` instead of complex APIs\n- **\ud83d\udd0c Plugin Architecture**: 135+ specialized plugins covering daily automation needs \n- **\ud83d\udee1\ufe0f Safety Classifications**: Commands marked safe/unsafe for AI agent integration\n- **\ud83d\udcb0 Cost-Effective**: Use free local models or premium cloud APIs\n- **\ud83d\ude80 One-Line Setup**: Create AI assistants instantly with minimal code\n- **\u26a1 Zero Configuration**: Works immediately after `pip install caelum-sys`\n- **\ud83c\udfaf 135+ Commands**: Comprehensive coverage from file operations to UI automation\n- **\ud83d\udd27 Extensible**: Create custom plugins in just 10-15 lines of code\n- **\ud83c\udf10 Cross-Platform**: Windows-focused with macOS/Linux compatibility\n- **\ud83d\udd04 Async Support**: Built for real-time AI applications\n\n---\n\n## \ud83d\udce6 Installation\n\n### Basic Installation\n```bash\npip install caelum-sys\n```\n*\u2728 **High-Performance Vision included!** MSS, OpenCV, and Tesseract are automatically installed - no extra setup needed!*\n\n### With AI Capabilities\n```bash\n# For OpenAI integration (GPT-4, etc.)\npip install caelum-sys[openai]\n\n# For Anthropic integration (Claude) \npip install caelum-sys[anthropic]\n\n# For all AI features\npip install caelum-sys[ai]\n\n# For local Ollama (no extra dependencies needed!)\npip install caelum-sys\n# Then: ollama serve && ollama pull llama3.1\n```\n\n> **Note**: The base installation includes all system automation and high-performance vision features. AI provider packages are only needed for cloud-based AI integration.\n\n---\n\n## \u26a1 High-Performance Vision (NEW in v0.4.0!)\n\nCaelumSys now includes **built-in high-performance vision backends** - no separate installation needed:\n\n### \ud83d\ude80 **3-4x Faster Screen Capture with MSS**\n```python\ndo(\"take screenshot\") # Now uses MSS automatically - 3x faster!\ndo(\"take screenshot of region 100 100 500 300\") # 4x faster for regions!\n```\n\n### \ud83c\udfaf **Enhanced Image Recognition with OpenCV**\n```python\ndo(\"find image on screen button.png\") # OpenCV provides superior accuracy\n```\n\n### \ud83d\udcd6 **Built-in OCR Text Extraction**\n```python\ndo(\"read text from screen region 500 50 800 100\") # Extract any screen text\n# Returns: \"Health: 100/100 Mana: 50/75\"\n```\n\n### \ud83c\udfae **Gaming-Level Performance**\n```python\ndo(\"high speed pixel monitor 500 300 for 10 seconds\") # 160+ FPS monitoring\ndo(\"performance benchmark screen capture\") # See the speed difference\n```\n\n**Performance Improvements:**\n- **Full Screen Capture:** MSS is 1.3x faster than PyAutoGUI\n- **Region Capture:** MSS is 4.4x faster than PyAutoGUI \n- **Gaming Monitoring:** Sustained 160+ FPS pixel monitoring\n- **Template Matching:** OpenCV provides enhanced accuracy and reliability\n\n---\n\n## \ud83d\ude80 Quick Examples\n\n### Local AI with Ollama (No API Keys!)\n```python\nfrom caelum_sys import create_ollama_agent\n\n# Create a local AI assistant - completely free!\nagent = create_ollama_agent(\"llama3.1\") # or \"codellama\", \"mistral\", etc.\n\n# Start chatting with your local AI\nresponse = await agent.chat(\"What's the current time and show me system info?\")\nprint(response) # Your local AI executes commands and responds naturally\n```\n\n### AI with Vision & Control (NEW!)\n```python\nfrom caelum_sys import create_ollama_agent\n\n# Create an AI that can see and control your desktop!\nagent = create_ollama_agent(\n model=\"llama3.1\",\n system_prompt=\"You can see the user's screen and control their mouse/keyboard. Help them with desktop tasks!\"\n)\n\n# Your AI can now see and interact!\nresponse = await agent.chat(\"Take a screenshot and tell me what's on my screen, then click the start button\")\nprint(response) # AI analyzes your screen and performs actions!\n```\n\n### Traditional Usage\n```python\nfrom caelum_sys import do\n\n# System Information\ndo(\"get current time\") # \u23f0 Current time: 2025-08-02 15:30:45\ndo(\"get system info\") # \ud83d\udda5\ufe0f System Info: Windows 11, Intel i7...\n\n# File Operations\ndo(\"create file at test.txt\") # \ud83d\udcc4 File created: test.txt\ndo(\"list files in .\") # \ud83d\udcc1 Files: [file1.txt, file2.py, ...]\n\n# Network & Web\ndo(\"ping google.com\") # \ud83c\udf10 Ping: google.com is reachable\ndo(\"get weather for Tokyo\") # \u2600\ufe0f Tokyo: 25\u00b0C, Sunny\n```\n\n### AI Agent Examples\n\n#### OpenAI Assistant (GPT-4)\n```python\nimport asyncio\nfrom caelum_sys import create_openai_agent\n\nasync def main():\n agent = create_openai_agent(\n api_key=\"your-openai-key\",\n name=\"System Admin Assistant\"\n )\n \n # Natural conversation with system capabilities\n response = await agent.chat(\"Can you check the current time, create a backup folder, and show me disk usage?\")\n print(response)\n\nasyncio.run(main())\n```\n\n#### Discord Bot with CaelumSys\n```python\nimport discord\nfrom caelum_sys import create_openai_agent\n\nclass SystemBot(discord.Client):\n async def on_ready(self):\n self.agent = create_openai_agent(\"your-openai-key\")\n \n async def on_message(self, message):\n if message.content.startswith('!system'):\n query = message.content[8:]\n response = await self.agent.chat(query)\n await message.channel.send(response)\n```\n\n#### Ollama Local AI (Free!)\n```python\nimport asyncio\nfrom caelum_sys import create_ollama_agent\n\nasync def main():\n # Use local models - no API costs!\n agent = create_ollama_agent(\n model=\"llama3.1\", # or \"codellama\", \"mistral\", \"phi3\", etc.\n name=\"Local System Admin\"\n )\n \n # Natural conversation with your local AI\n response = await agent.chat(\"Can you check disk usage, create a backup folder called 'daily_backup', and show me running processes?\")\n print(response)\n\nasyncio.run(main())\n```\n\n#### Discord Bot with Local AI\n```python\nimport discord\nfrom caelum_sys import create_ollama_agent\n\nclass LocalSystemBot(discord.Client):\n async def on_ready(self):\n # No API key needed - use local Ollama\n self.agent = create_ollama_agent(\"llama3.1\")\n \n async def on_message(self, message):\n if message.content.startswith('!local'):\n query = message.content[7:]\n response = await self.agent.chat(query)\n await message.channel.send(response)\n```\n\n#### Custom Agent Configuration\n```python\nfrom caelum_sys import CaelumAgent, AgentConfig\nfrom caelum_sys.ai_agent import OpenAIProvider, OllamaProvider\n\n# OpenAI Configuration\nconfig = AgentConfig(\n name=\"DevOps Assistant\",\n system_prompt=\"You are a DevOps expert with system automation capabilities...\",\n safety_mode=True,\n max_tokens=2000,\n temperature=0.3\n)\n\nprovider = OpenAIProvider(\"your-key\", model=\"gpt-4\")\nagent = CaelumAgent(config, provider)\n\n# Or use local Ollama (no API key needed)\nlocal_provider = OllamaProvider(\"codellama\") # Great for development tasks\nlocal_agent = CaelumAgent(config, local_provider)\n```\ndo(\"get cpu usage\") # \ud83d\udcbb CPU usage: 12.5%\n\n# File Operations \ndo(\"create file at report.txt\") # \u2705 Created file at: report.txt\ndo(\"check if file exists data.json\") # \u2705 File exists: data.json\ndo(\"get file size setup.py\") # \ud83d\udccf File size: 1401 bytes (1.4 KB)\n\n# Web & Network\ndo(\"check website status github.com\") # \u2705 https://github.com is accessible (Status: 200)\ndo(\"get my public ip\") # \ud83c\udf10 Public IP address: 203.0.113.42\ndo(\"get weather for London\") # \ud83c\udf24\ufe0f Weather for London: \u26c5 18\u00b0C\n\n# Text & Data Processing\ndo(\"encode base64 Hello World\") # \ud83d\udd10 Encoded: SGVsbG8gV29ybGQ=\ndo(\"hash text with md5 secret\") # \ud83d\udd12 MD5 hash: 5ebe2294ecd0e0f08eab7690d2a6ee69\ndo(\"generate uuid\") # \ud83c\udd94 Generated UUID: 550e8400-e29b-41d4-a716...\n\n# Productivity\ndo(\"add note Meeting at 3pm\") # \ud83d\udcdd Note saved with ID: 1\ndo(\"copy text to clipboard\") # \ud83d\udccb Text copied to clipboard\ndo(\"calculate 15% of 240\") # \ud83e\uddee 15% of 240 = 36.0\n\n# Git Integration (for developers)\ndo(\"git status\") # \ud83d\udcca Git status: 3 modified files\ndo(\"git add all files\") # \u2705 Added all files to staging\n```\n\n### Command Line Interface\n```bash\n# Get help and discover commands\ncaelum-sys \"help\"\ncaelum-sys \"list safe commands\"\ncaelum-sys \"search commands for file\"\n\n# Execute commands\ncaelum-sys \"get system info\"\ncaelum-sys \"take screenshot\"\ncaelum-sys \"check website status example.com\"\n```\n\n---\n\n## \ud83d\udcc2 Plugin Categories\n\n### \ud83d\udc41\ufe0f **Screen Watching** (9 commands) - NEW!\nAI agents can see and analyze screen content in real-time.\n```python\ndo(\"take screenshot\") # Capture full screen\ndo(\"take screenshot of region 0 0 500 300\") # Capture specific area\ndo(\"analyze screen content\") # AI visual analysis\ndo(\"find image on screen button.png\") # Locate UI elements\ndo(\"monitor screen changes for 10 seconds\") # Watch for changes\n```\n\n### \ud83d\uddb1\ufe0f **Input Control** (15 commands) - NEW!\nComplete mouse and keyboard automation for AI agents.\n```python\ndo(\"click at 250 150\") # Click at coordinates\ndo(\"type text Hello World\") # Type text naturally\ndo(\"press keys ctrl+c\") # Keyboard shortcuts\ndo(\"drag from 100 100 to 200 200\") # Drag operations\ndo(\"click on image button.png\") # Smart UI clicking\n```\n\n### \ud83d\uddc2\ufe0f **File Management** (8 commands)\nComplete file system operations with safety checks.\n```python\ndo(\"create folder Projects/my-app\") # Create directories\ndo(\"copy file data.txt to backup.txt\") # Copy operations \ndo(\"move file temp.log to archive/\") # Move operations\ndo(\"delete file old-data.csv\") # Safe deletion\n```\n\n### \ud83c\udf10 **Web & APIs** (7 commands) \nInternet connectivity and web service integration.\n```python\ndo(\"check website status api.example.com\") # HTTP status checking\ndo(\"download file from https://...\") # File downloads\ndo(\"shorten url https://very-long-url...\") # URL shortening\ndo(\"get page title from news.ycombinator.com\") # Web scraping\n```\n\n### \ud83d\udccb **Text & Clipboard** (8 commands)\nText manipulation and clipboard integration.\n```python\ndo(\"copy text to clipboard\") # Clipboard operations\ndo(\"get clipboard content\") # Retrieve clipboard\ndo(\"uppercase text hello world\") # Text transformations\ndo(\"count words in text\") # Text analysis\n```\n\n### \ud83d\udd22 **Math & Calculations** (7 commands)\nSafe mathematical operations and unit conversions.\n```python\ndo(\"calculate 15% of 240\") # Percentage calculations\ndo(\"convert 100 fahrenheit to celsius\") # Temperature conversion\ndo(\"calculate tip 45.50 at 18 percent\") # Financial calculations\ndo(\"generate random number between 1 and 100\") # Random generation\n```\n\n### \ud83d\udcc5 **Date & Time** (8 commands)\nTemporal operations with timezone support.\n```python\ndo(\"get current timestamp\") # Unix timestamps\ndo(\"add 5 days to today\") # Date arithmetic\ndo(\"what time is it in Tokyo\") # Timezone conversion\ndo(\"how many days until 2025-12-25\") # Date calculations\n```\n\n### \ud83d\udcdd **Quick Notes** (8 commands)\nPersistent note management with JSON storage.\n```python\ndo(\"save note Meeting with client tomorrow\") # Create notes\ndo(\"list all notes\") # List notes\ndo(\"search notes for meeting\") # Search functionality\ndo(\"get note 1\") # Retrieve specific notes\n```\n\n### \ud83d\udcca **Git Integration** (12 commands)\nVersion control operations for developers.\n```python\ndo(\"git status\") # Repository status\ndo(\"git add all files\") # Stage changes\ndo(\"git commit with message Fix bug\") # Commit changes\ndo(\"list git branches\") # Branch management\n```\n\n### \u2139\ufe0f **File Information** (7 commands)\nDetailed file inspection and metadata.\n```python\ndo(\"get file info document.pdf\") # Complete file details\ndo(\"get file hash important.zip\") # File integrity\ndo(\"find files with extension .py in src/\") # File discovery\ndo(\"count lines in file script.py\") # File analysis\n```\n\n### \ud83d\udda5\ufe0f **System Utilities** (15+ commands)\nSystem monitoring and control operations.\n```python\ndo(\"get memory usage\") # Resource monitoring\ndo(\"list running processes\") # Process management \ndo(\"take screenshot\") # Screen capture\ndo(\"open task manager\") # System tools\n```\n\n### \ud83d\udd0d **Help & Discovery** (4 commands)\nBuilt-in documentation and command discovery.\n```python\ndo(\"help\") # Complete command list\ndo(\"search commands for network\") # Find relevant commands\ndo(\"list safe commands\") # LLM-safe operations\ndo(\"list unsafe commands\") # Commands requiring permission\n```\n\n### \ud83e\udd16 **AI Assistant Generator** (3 commands) - NEW!\nCreate personalized AI development assistants with custom capabilities.\n```python\ndo(\"setup dev assistant\") # Interactive setup wizard\ndo(\"setup dev assistant quick MyBot ollama\") # Quick setup with defaults\ndo(\"list dev assistant templates\") # Show available templates\ndo(\"setup dev assistant template fullstack openai\") # Use pre-configured template\n```\n\n---\n\n## \ud83e\udd16 AI Agent Integration\n\nCaelumSys provides the most advanced AI agent capabilities with **vision and control** integration:\n\n### \ud83d\udc41\ufe0f Vision-Enabled Commands (9 total) \u2705\nAI agents can **see and analyze** your screen:\n```python\ndo(\"take screenshot\") # \u2705 Safe - capture screen\ndo(\"analyze screen content\") # \u2705 Safe - visual analysis \ndo(\"find image on screen\") # \u2705 Safe - locate UI elements\ndo(\"get pixel color at 100 100\") # \u2705 Safe - color detection\n```\n\n### \ud83d\uddb1\ufe0f Input Control Commands (15 total) \u26a0\ufe0f\nAI agents can **control mouse and keyboard** (requires permission):\n```python\ndo(\"click at 250 150\") # \u26a0\ufe0f Controlled - mouse clicking\ndo(\"type text Hello\") # \u26a0\ufe0f Controlled - keyboard input\ndo(\"press keys ctrl+c\") # \u26a0\ufe0f Controlled - shortcuts\ndo(\"drag from 100 100 to 200 200\") # \u26a0\ufe0f Controlled - drag operations\n```\n\n### Safe Commands (111 total) \u2705\nCommands that **read information** without modifying system state:\n```python\ndo(\"get current time\") # \u2705 Safe - information retrieval\ndo(\"check website status\") # \u2705 Safe - network checking \ndo(\"get file size setup.py\") # \u2705 Safe - file inspection\ndo(\"list running processes\") # \u2705 Safe - system monitoring\n```\n\n### Unsafe Commands (24 total) \u26a0\ufe0f\nCommands that **modify system state** and require explicit permission:\n```python\ndo(\"delete file config.txt\") # \u26a0\ufe0f Unsafe - file deletion\ndo(\"kill process chrome\") # \u26a0\ufe0f Unsafe - process termination\ndo(\"empty recycle bin\") # \u26a0\ufe0f Unsafe - system cleanup\ndo(\"git commit with message\") # \u26a0\ufe0f Unsafe - repository changes\n```\n\n**Query commands by safety:** \n- `do(\"list safe commands\")` - Shows read-only operations\n- `do(\"list unsafe commands\")` - Shows system-modifying operations\n\n### \ud83c\udfaf Revolutionary Use Cases\n\n**\ud83c\udfae Gaming Automation:**\n```python\n# AI can watch game screens and react\nagent.chat(\"Watch for the enemy and click to attack when you see red\")\n```\n\n**\ud83d\udcbc Productivity Automation:**\n```python \n# AI can read and interact with any application\nagent.chat(\"Read my emails and draft replies to the important ones\")\n```\n\n**\ud83d\udd27 Smart Testing:**\n```python\n# AI can perform visual UI testing\nagent.chat(\"Click through the app workflow and report any visual bugs\")\n```\n\n---\n\n## \ud83d\udee0\ufe0f Creating Custom Plugins\n\nExtend CaelumSys with custom functionality:\n\n```python\n# caelum_sys/plugins/my_plugin.py\nfrom caelum_sys.registry import register_command\n\n@register_command(\"greet {name}\", safe=True)\ndef greet_person(name: str):\n \"\"\"Greet someone by name.\"\"\"\n return f\"\ud83d\udc4b Hello, {name}! Welcome to CaelumSys!\"\n\n@register_command(\"backup database\", safe=False) \ndef backup_database():\n \"\"\"Backup the application database.\"\"\"\n # Implementation here\n return \"\ud83d\udcbe Database backup completed successfully\"\n```\n\n**Plugin features:**\n- \u2705 **Auto-discovery**: Just add `.py` files to `caelum_sys/plugins/`\n- \u2705 **Parameter extraction**: `{name}` automatically becomes function parameter\n- \u2705 **Safety classification**: Mark commands as safe/unsafe for AI agents\n- \u2705 **Error handling**: Built-in exception handling and user-friendly messages\n\n---\n\n## \ud83d\udee0\ufe0f Development\n\n```bash\n# Install development dependencies\npip install -e \".[dev]\"\n\n# Format code\nblack caelum_sys/\nisort caelum_sys/\n\n# Type checking (optional)\nmypy caelum_sys/\n\n# Build package\npython -m build\n```\n\n**Project Structure:**\n```\ncaelum_sys/\n\u251c\u2500\u2500 plugins/ # Plugin modules (25+ plugins with 135+ commands)\n\u251c\u2500\u2500 core_actions.py # Main execution engine\n\u251c\u2500\u2500 registry.py # Command registration system\n\u251c\u2500\u2500 cli.py # Command-line interface\n\u2514\u2500\u2500 __init__.py # Package interface\n```\n\n---\n\n## \ud83d\udccb Requirements\n\n- **Python**: 3.9+ (tested on 3.9, 3.10, 3.11, 3.12, 3.13)\n- **Operating System**: Windows (primary), macOS, Linux\n- **Dependencies**: Automatically installed with package\n \n### Core Dependencies\n - `psutil` - System monitoring and process management\n - `requests` - Web operations and HTTP requests\n - `pyperclip` - Clipboard integration\n - `pytz` - Timezone support and conversions\n - `python-dateutil` - Advanced date parsing and manipulation\n - `pyautogui` - Basic screen capture and input control\n - `pillow` - Image processing and manipulation\n\n### High-Performance Vision (NEW in v0.4.0!)\n - `mss>=9.0.1` - Ultra-fast screen capture (3-4x faster than PyAutoGUI)\n - `opencv-python>=4.8.0` - Advanced computer vision and template matching\n - `pytesseract>=0.3.10` - OCR text extraction from screen regions\n - `numpy>=1.24.0` - Numerical operations for image processing\n\n### Optional AI Dependencies\n - `openai` - For GPT-4, GPT-3.5-turbo integration (install with `pip install caelum-sys[openai]`)\n - `anthropic` - For Claude 3.5 Sonnet, Claude 3 integration (install with `pip install caelum-sys[anthropic]`)\n - **Ollama** - Local AI models (no extra Python dependencies - just install Ollama separately)\n\n---\n\n## \ud83e\udd1d Contributing\n\nWe welcome contributions! Here's how to get started:\n\n1. **Fork the repository**\n2. **Create a feature branch**: `git checkout -b feature/amazing-plugin`\n3. **Add your plugin** to `caelum_sys/plugins/`\n4. **Test your functionality** with the CLI or programmatic interface\n5. **Submit a pull request**\n\n**Contribution Ideas:**\n- \ud83d\udd0c New plugins (email, database, cloud services)\n- \ud83d\udcda Documentation improvements\n- \ud83d\udd27 Performance optimizations\n- \ud83d\udc1b Bug fixes and optimizations\n- \ud83c\udf0d Cross-platform compatibility\n\n---\n\n## \ud83d\udcc4 License\n\nThis project is licensed under the **MIT License** - see the [LICENSE](LICENSE) file for details.\n\n---\n\n## \ud83d\udd17 Links\n\n- **PyPI Package**: https://pypi.org/project/caelum-sys/\n- **GitHub Repository**: https://github.com/BlackBeardJW/caelum-sys\n- **Issue Tracker**: https://github.com/BlackBeardJW/caelum-sys/issues\n- **Documentation**: Coming soon!\n\n---\n\n## \ud83d\udcc8 Roadmap\n\n## \ud83d\udcc8 Roadmap\n\n**v0.4.0 (Current - COMPLETE!) \u2705**\n- \ud83d\ude80 **BUILT-IN HIGH-PERFORMANCE VISION**: MSS, OpenCV, Tesseract integrated directly\n- \u26a1 **3-4x faster screen capture** with MSS (no separate installation)\n- \ud83c\udfaf **Enhanced template matching** with OpenCV for superior accuracy\n- \ud83d\udcd6 **Built-in OCR text extraction** with Tesseract\n- \ud83c\udfae **Gaming-level performance**: 160+ FPS pixel monitoring\n- \ud83d\udcca **Performance benchmarking tools** built-in\n- \ud83e\udd16 Full AI agent integration (OpenAI, Anthropic, Ollama)\n- \ud83c\udfe0 Local model support (Ollama) - No API keys needed!\n- \ud83d\udee1\ufe0f Advanced safety and permission systems\n- \ud83d\udd27 Enhanced function schema generation\n- \ud83d\udcda Comprehensive AI integration documentation\n\n**v0.5.0 (Planned)**\n- \ud83d\udce1 REST API server mode\n- \ud83d\udd27 Plugin management CLI\n- \ud83c\udf10 Web dashboard interface\n- \ud83d\uded2 Plugin marketplace\n\n**v1.0.0 (Future)**\n- \ud83c\udfaf Stable API guarantee\n- \ud83d\udd12 Advanced security features\n- \ud83c\udfe2 Enterprise integrations\n- \ud83d\udcca Analytics and monitoring\n\n---\n\n<div align=\"center\">\n\n**Made with \u2764\ufe0f by Joshua Wells**\n\n\u2b50 **Star this repo** if you find CaelumSys useful!\n\n</div>\n",
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