The AI Mental Wellbeing Agent Team is a supportive mental health assessment and guidance system powered by AG2(formerly AutoGen)'s AI Agent framework. This app provides personalized mental health support through the coordination of specialized AI agents, each focusing on different aspects of mental health care based on user inputs such as emotional state, stress levels, sleep patterns, and current symptoms. This is built on AG2's new swarm feature run through initiate_swarm_chat() method.
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Specialized Mental Wellbeing Support Team
- 🧠 Assessment Agent: Analyzes emotional state and psychological needs with clinical precision and empathy
- 🎯 Action Agent: Creates immediate action plans and connects users with appropriate resources
- 🔄 Follow-up Agent: Designs long-term support strategies and prevention plans
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Comprehensive Mental Wellbeing Support:
- Detailed psychological assessment
- Immediate coping strategies
- Resource recommendations
- Long-term support planning
- Crisis prevention strategies
- Progress monitoring systems
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Customizable Input Parameters:
- Current emotional state
- Sleep patterns
- Stress levels
- Support system information
- Recent life changes
- Current symptoms
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Interactive Results:
- Real-time assessment summaries
- Detailed recommendations in expandable sections
- Clear action steps and resources
- Long-term support strategies
Follow these steps to set up and run the application:
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Clone the Repository:
git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git cd ai_agent_tutorials/ai_mental_wellbeing_agent
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Install Dependencies:
pip install -r requirements.txt
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Create Environment File: Create a
.env
file in the project directory:echo "AUTOGEN_USE_DOCKER=0" > .env
This disables Docker requirement for code execution in AutoGen.
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Set Up OpenAI API Key:
- Obtain an OpenAI API key from OpenAI's platform
- You'll input this key in the app's sidebar when running
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Run the Streamlit App:
streamlit run ai_mental_wellbeing_agent.py
This application is a supportive tool and does not replace professional mental health care. If you're experiencing thoughts of self-harm or severe crisis:
- Call National Crisis Hotline: 988
- Call Emergency Services: 911
- Seek immediate professional help