Component Diagram

The system is organized into four main layers:

1. Voice Interface Layer: Handles audio input/output and speech conversion
2. AI Agent Core: Contains the intelligent processing modules including planning, RAG retrieval, workflow generation, and response generation
3. Knowledge & Execution Layer: Houses the RAG service, workflow executor, and tool interfaces
4. External Systems: Represents external APIs, knowledge bases, and third-party services