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```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]
``` |