Ossarth

AI-Powered Open-Source OS Customization Framework

An AI-driven framework for customizing Ossarth OS by dynamically creating and integrating custom tools & helper functions.

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What is Ossarth?

Ossarth is an AI-powered customization framework designed exclusively for Ossarth OS. It allows users to extend their OS functionality dynamically by creating custom AI tools and general-purpose functions.

With Ossarth, users can:
✅ Modify and enhance their OS in real-time.
✅ Define and integrate LangChain-compatible AI tools.
✅ Create automation scripts and system utilities.
✅ Customize system monitoring and OS-level functionalities.
✅ Run a Flask-based AI-powered backend for managing custom tools.

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Features

• AI-driven OS customization with dynamic tool creation.
• Create and integrate LangChain-compatible AI tools.
• Automate system tasks with helper functions.
• Predefined templates for structured function generation.
• Dynamic module generation for scalable OS enhancements.
• Designed specifically for Ossarth OS.

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Installation

To install Ossarth, use PyPI:

pip install ossarth

Or install the latest version from GitHub:

pip install git+https://github.com/Siddharth-magesh/Ossarth.git

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Quick Start

1. Import the Module

from ossarth.tool_manager import ToolManager

2. Initialize the Tool Manager

manager = ToolManager()

3. Create a Custom AI Tool

manager.create_custom_tool(
    func_name="get_disk_usage",
    description="Retrieves disk usage statistics.",
    params="",
    args_doc="None",
    return_type="dict",
    return_desc="A dictionary with total, used, and free disk space in GB.",
    body="""
import shutil
path = "/"
total, used, free = shutil.disk_usage(path)
gb = 1024 * 1024 * 1024
return {
    "total": f"{total / gb:.2f} GB",
    "used": f"{used / gb:.2f} GB",
    "free": f"{free / gb:.2f} GB"
}
""",
    result_dir="custom_os_functions"
)

This will generate a Python file custom_os_functions/get_disk_usage.py, allowing Ossarth OS to retrieve disk usage dynamically.

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Creating a Helper Function

manager.create_custom_function(
    func_name="calculate_cpu_load",
    description="Calculates the average CPU load over a given interval.",
    params="interval: int",
    args_doc="interval (int): The time interval for calculating CPU load.",
    return_type="float",
    return_desc="The average CPU load percentage.",
    body="""
import psutil
return psutil.cpu_percent(interval=interval)
""",
    result_dir="custom_helpers"
)

This will generate custom_helpers/calculate_cpu_load.py, a general Python function to monitor CPU load.

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Folder Structure

After defining tools and functions, your directory structure will look like this:

Ossarth/
│── custom_os_functions/
│   ├── get_disk_usage.py  # AI Tool for OS customization
│── custom_helpers/
│   ├── calculate_cpu_load.py  # General function
│── ossarth/
│   ├── tool_manager.py    # Core logic for tool management
│   ├── templates/
│   │   ├── general_template.py
│── README.md
│── setup.py
│── requirements.txt

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Advanced Usage

Adding Multiple Functions in a Single File

To append new functions to an existing file instead of creating a new one:

manager.create_custom_tool(
    func_name="get_memory_usage",
    description="Retrieves system memory usage statistics.",
    params="",
    args_doc="None",
    return_type="dict",
    return_desc="A dictionary with total, used, and available memory in GB.",
    body="""
import psutil
mem = psutil.virtual_memory()
gb = 1024 * 1024 * 1024
return {
    "total": f"{mem.total / gb:.2f} GB",
    "used": f"{mem.used / gb:.2f} GB",
    "available": f"{mem.available / gb:.2f} GB"
}
""",
    result_dir="custom_os_functions",
    filename="system_monitoring.py"
)

This will add get_memory_usage to system_monitoring.py instead of creating a new file.

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Testing the Ossarth Module

Use the following test cases to verify that Ossarth is correctly generating tools and functions:

from ossarth.tool_manager import CustomFunctionManager

manager = CustomFunctionManager(result_dir="tests")

# Test AI tool creation
manager.create_custom_tool(
    func_name="test_tool",
    description="A test tool function.",
    params="param1: int, param2: str",
    args_doc="param1 (int): An integer.\nparam2 (str): A string.",
    return_type="str",
    return_desc="A formatted string.",
    body="return f'Test tool with {param1} and {param2}'",
    filename="new"
)

# Test helper function creation
manager.create_custom_function(
    func_name="test_function",
    description="A test helper function.",
    params="x: int, y: int",
    args_doc="x (int): First number.\ny (int): Second number.",
    return_type="int",
    return_desc="Sum of x and y.",
    body="return x + y",
    filename="new"
)

These tests will ensure that Ossarth is correctly generating AI tools and helper functions for the OS.

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License

Ossarth is licensed under the MIT License. You are free to modify and distribute it.

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Contributing

We welcome contributions!

To contribute:

1. Fork the repository.
2. Make your changes in a new branch.
3. Submit a pull request.

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Contact & Support

For any questions or support:
📧 Email: siddharthmagesh007@gmail.com
🐙 GitHub: Siddharth-magesh

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