Intelligent Architecture for Infrastructure Control:

1. Multi-Channel Input: Users send commands via Telegram, email, or n8n chat
2. AI-Powered Understanding: Generative AI (Google Gemini/OpenAI) interprets intent
3. Structured Command Generation: AI constructs proper API request format with parameters
4. Proxmox API Execution: System makes authenticated API calls to your Proxmox environment
5. Human-Friendly Response: Results are translated back into conversational language

This architecture creates a seamless bridge between human language and technical infrastructure, all while maintaining proper authentication and security controls for your environment.