This research introduces a comprehensive framework that leverages NLP and generative AI to analyze mental health discussions on social platforms like Reddit.

• Identifies and assesses mental health disorders from user posts
• Determines severity levels of detected conditions
• Generates personalized recommendations for behavior change
• Creates therapeutic intervention suggestions based on contextual analysis

This innovation could significantly expand access to mental health support by enabling early detection and providing timely, personalized guidance without requiring direct clinical interaction, potentially reducing barriers to care.

Leveraging LLMs for Mental Health: Detection and Recommendations from Social Discussions