OpsAgent 🚀

AI-powered DevOps assistant for automating operational tasks.

⚙️ A modular, extensible system operations agent built with Python and Chainlit, designed to handle infrastructure, database, and DevOps workflows through an interactive conversational interface.

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🏷️ Badges

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📘 Table of Contents

• Features
• Quick Start
• Architecture
• Modules & Agents
• Development Setup
• Usage Guide
• Contributing
• Code Style & Testing
• Roadmap
• Contributors
• License

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✨ Features

• Modular agent-based architecture
• Database, DevOps, and infrastructure task automation
• Chainlit-powered conversational interface
• Easy to extend with new agents or capabilities
• Clean Pythonic codebase with clear abstractions

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⚡ Quick Start

# 1. Clone the repo
git clone https://github.com/Mahdi-A98/OpsAgent.git
cd OpsAgent

# 2. Create and activate a virtual environment
python3 -m venv venv
source venv/bin/activate   # On Windows: .\venv\Scripts\activate

# 3. Install dependencies
pip install -r requirements.txt

# 4. (Optional) Install system dependencies
sudo apt update
sudo apt install graphviz graphviz-dev pkg-config
pip install pygraphviz

# 5. Run the app
chainlit run app.py

Your OpsAgent will now be running in a Chainlit interface.

🧩 Architecture

OpsAgent/
│
├── app.py                 # Main entry point
├── core/                  # Core agent logic & abstractions
├── database_agents/       # Database-related automation
├── devops_agents/         # CI/CD, infra & cloud tasks
├── public/                # Exposed APIs or public modules
└── requirements.txt

Overview:

core/: Contains fundamental abstractions, base agent classes, and shared utilities.

database_agents/: Handles database operations (queries, migrations, monitoring).

devops_agents/: Focused on CI/CD, container management, and infrastructure operations.

public/: Houses any external API endpoints, web interfaces, or shared utilities.

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🧠 Modules & Agents

• Each “agent” in OpsAgent is designed to handle a specific operational domain.

🔹 Core Agent

• Defines shared logic and communication patterns.

• Provides interfaces for agent discovery and task orchestration.

🔹 Database Agents

• Handle SQL queries, schema migrations, or backups.

• Example: a PostgreSQL management agent or a MongoDB query runner.

🔹 DevOps Agents

• Automate deployments, container tasks, CI/CD workflows, or server operations.

• Example: an agent that runs Docker or Kubernetes commands.

🔹 Adding New Agents

To create a new agent:

• Create a new Python file in the appropriate module (e.g., devops_agents/).

• Implement your class that inherits from a base agent class.

• Register your agent in the main app or discovery system.

• Document your new agent in the README or a dedicated module docstring.

🧰 Development Setup

• Branching Strategy: Use feature branches (e.g. feature/new-agent) and open pull requests targeting main.

• Dependencies: Update requirements.txt if you add new libraries.

• Config: Use .env for environment variables and secrets (don’t commit this).

• Logging: Leverage the core logging system for visibility and debugging.

💬 Usage Guide

• Once running, interact with OpsAgent via Chainlit.

Example prompts:

• “Deploy my latest backend service.”

• “Run a query on the user database.”

• “Check container health on Kubernetes.”

• OpsAgent will interpret and execute operational tasks through conversational commands.

🤝 Contributing

• We’d love your help!

• Fork the repo

• Create your feature branch (git checkout -b feature/new-agent)

• Commit your changes (git commit -m 'Add new feature')

• Push to your branch (git push origin feature/new-agent)

• Open a Pull Request

✅ Contributor Checklist

• Code follows project style (PEP8, docstrings)

• Tests are added or updated

• Documentation updated

• No secrets or credentials included

🧪 Code Style & Testing

• Follow PEP8 conventions.

• Use Black or Flake8 for linting and formatting.

• Place tests under a tests/ directory.

• Mock external dependencies to keep tests isolated.

🗺️ Roadmap

• Add network & security agents

• Implement plugin-based agent architecture

• Create a web dashboard / visualization layer

• Add container deployment and orchestration support

• Introduce conversational memory and context persistence

👥 Contributors Name GitHub Mahdi A. Mahdi-A98 📄 License

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

💡 OpsAgent is an open-source project — contributions, ideas, and feedback are always welcome!

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✅ You can now:

• Save this content as README.md in your repo’s root directory.
• Add the LICENSE file (from our previous message).

Would you like me to generate both as downloadable files (README.md + LICENSE) so you can just drop them into your project?