A Python-based intelligent DevOps assistant using LangChain.
Automates and simplifies DevOps tasks via an interactive AI chat interface.

• 🐳 Docker Operations: Container management, image operations, log viewing
• 📊 System Monitoring: CPU, memory, disk, and network usage
• 📁 File Management: File and directory operations, content search
• 📋 Log Analysis: Intelligent log parsing, error detection, report generation
• 🔧 Service Management: Check and restart system services

• Natural language interactive interface
• Context-aware conversations
• Automated operational suggestions
• Intelligent task understanding and execution

• Python 3.8–3.11 (recommended 3.10 for compatibility)
• Docker (optional, for container operations)
• Linux/macOS/Windows (WSL2 compatible)

Recommended: use a Python 3.10 virtual environment:

# Ubuntu/WSL: Install Python 3.10
sudo apt update
sudo apt install python3.10 python3.10-venv python3.10-dev

# Create virtual environment
python3.10 -m venv venv
source venv/bin/activate


## 🛠️ Installation

### 1. Clone the project

```bash
git clone <repository-url>
cd AIOpsAgent

python -m venv venv
source venv/bin/activate      # Linux/macOS/WSL
# OR
venv\Scripts\activate         # Windows

pip install -r requirements.txt

Copy the example configuration and set your OpenAI API key:

cp config/config.yaml config/config.local.yaml

and make sure put your config.local.yaml in .gitignore

Edit config/config.yaml

openai:
  api_key: "your-openai-api-key-here"
  model: "gpt-3.5-turbo"

python main.py

# Start interactive chat
python main.py chat

# Check system status
python main.py status

# List available tools
python main.py tools

AIOpsAgent/
├── main.py
├── requirements.txt
├── README.md
├── .env.example
├── config/
│   ├── __init__.py
│   ├── config.yaml
│   └── settings.py
├── src/
│   ├── __init__.py
│   ├── agent/
│   │   ├── __init__.py
│   │   └── core.py
│   ├── modules/
│   │   ├── __init__.py
│   │   ├── docker_ops.py
│   │   ├── system_monitor.py
│   │   ├── file_manager.py
│   │   ├── log_analyzer.py
│   │   └── service_check.py
│   ├── cli/
│   │   ├── __init__.py
│   │   ├── entry.py
│   │   ├── interactive.py
│   │   └── commands/
│   │       ├── __init__.py
│   │       ├── chat_cmd.py
│   │       ├── status_cmd.py
│   │       └── tools_cmd.py
│   └── utils/
│       ├── __init__.py
│       ├── logger.py
│       ├── helpers.py
│       └── exceptions.py
└── logs/

openai:
  api_key: "${OPENAI_API_KEY}"
  model: "gpt-3.5-turbo"
  temperature: 0.7
  max_tokens: 2000

monitoring:
  cpu_threshold: 80.0
  memory_threshold: 85.0
  disk_threshold: 90.0
  check_interval: 30

docker:
  socket_path: "unix://var/run/docker.sock"
  timeout: 30

logging:
  level: "INFO"
  file: "logs/agent.log"
  max_size: "10MB"
  backup_count: 5