A comprehensive mental well-being app developed by Team Inclusi-AI Vitality, harnessing Flask, Next.js, OpenAI API, and Azure services. The app aims to provide personalized support for emotional well-being through features such as a conversational chatbot, personalized recommendations, mood tracking, and a secure user experience.
This open-source project emerged from the Microsoft Learn Student Ambassadors Project cohort, where Team Inclusi-AI Vitality collaborated to harness AI for real-world mental health challenges. The app integrates cutting-edge technologies, including Flask for the backend, Next.js for the frontend, OpenAI API for conversational AI, and Azure services for cloud hosting.
| Feature | Description |
|---|---|
| Conversational Chatbot | Engage in meaningful conversations with the sophisticated chatbot powered by OpenAI API's GPT-3 model. |
| Personalized Recommendations | Receive tailored suggestions for mental well-being resources based on user preferences and needs. |
| Mood Tracking | Record daily moods to identify patterns and gain insights into emotional well-being. |
| Secure User Experience | Utilizes Azure App Service and Azure Database for PostgreSQL to ensure secure storage and data privacy. |
- Team Inclusi-AI Vitality: A dynamic team dedicated to leveraging AI for mental well-being solutions during the Microsoft Learn Student Ambassadors Project cohort from September to November 2023. Our commitment to innovation and user support led us to develop a functional prototype, showcasing our dedication to making a positive impact on users.
- Explore the app by accessing the deployed frontend app's URL. Interact with the chatbot, utilize mood tracking, and explore personalized recommendations.
- You can watch the project demo here.
Here are some compelling statistics highlighting the importance of addressing mental health:
- Approximately 450 million people worldwide suffer from mental health disorders.
- Depression affects more than 264 million people, making it the leading cause of disability globally.
- Suicide is the second leading cause of death among individuals aged 15-29.
- Mental health conditions account for 16% of the global burden of disease and injury.
- Only 1 in 5 people with mental health disorders receive adequate treatment.
- Backend: Flask
- Frontend: Next.js
- Conversational AI: OpenAI API
- Cloud Hosting: Azure App Service
- Database: Azure Database for PostgreSQL
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Prerequisites:
- Node.js
- Python
- Azure CLI
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Backend Setup:
- Install dependencies:
pip install -r requirements.txt - Run the backend server:
python app.py
- Install dependencies:
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Frontend Setup:
- Install dependencies:
npm install - Run the frontend server:
npm run dev
- Install dependencies:
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Deployment:
- Create an Azure App Service and deploy the backend code.
- Create an Azure App Service and deploy the frontend code.
- Configure a custom domain for the frontend app.
We value and welcome contributions to enhance the Inclusi-AI-Vitality app. To contribute, follow these guidelines:
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Create a Pull Request:
- Fork the repository, create a feature branch, and submit a pull request.
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Code Quality:
- Adhere to the existing coding style and conventions.
- Ensure your code is well-documented, and use meaningful variable and function names.
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Testing:
- Thoroughly test your changes locally before submitting a pull request.
- Include test cases when adding new features.
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Feature Proposals:
- For significant changes or new features, create an issue to discuss the proposal before implementation.
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Documentation:
- Provide clear and concise documentation for any new features or changes.
- Update the README with relevant information about your contributions.
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Communication:
- Engage in discussions on GitHub issues.
- Be responsive to feedback and questions related to your pull request.
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License Agreement:
- Ensure your contributions comply with the project's MIT License.
This project is licensed under the MIT License.