| ```mermaid | |
| graph TD | |
| A[Telegram User] --> B[Telegram Bot] | |
| C[Web Frontend] --> D[FastAPI HTTP] | |
| C --> E[FastAPI WebSocket] | |
| B & D & E --> F[Conversation Agent] | |
| F --> G[Emotion Agent] | |
| F --> H[Context Agent] | |
| G & H --> I[LLM Core] | |
| F --> J[Redis Memory] | |
| J --> K[Session Management] | |
| J --> L[Conversation History] | |
| ``` |