DeepPsy-Agent represents a breakthrough in AI-assisted mental health support by integrating psychological theory with deep learning techniques.

• Stage-Aware Responses: System follows the three-stage helping theory from psychology, adapting its approach based on conversation phase
• Deep-Thinking Analysis: Enhanced reasoning capabilities enable more thoughtful and contextually appropriate support
• Real-Time Context Detection: Automatically identifies conversation stage transitions for more natural interactions
• Healthcare Application: Addresses critical gaps in accessible mental health services when human professionals are unavailable

This innovation demonstrates how AI can be thoughtfully designed for sensitive healthcare applications by incorporating established psychological frameworks into technical systems.

DeepPsy-Agent: A Stage-Aware and Deep-Thinking Emotional Support Agent System