AI USED : LLAMA-8B-8192, FACE EMOTION RECOGNITION MODEL, GEMINI/ANTHROPIC/MISTRAL SUPPORTED (API_KEY REQUIRED)
APP STATUS : ALL CORE FUNCTIONALITIES WORKING (Deployed NodeJs & Postgresql on Render)
- **Improved AI Chat Functionality**
- **Redis DS Change - HashMaps**
- **Minor Bug fixes**
- **Crash Handlers are improved**
- **Improved Overall Performance - Implemented Impeller**
- **Settings Tab is now Better**
- **Redis connection fixes and data privacy improvised**
- **Redis Cloud Implementation and Fetching in Beta Phase**
- **Added Redis-base to support syncfusion**
- **New Feature**: Implemented Syncfusion and Redis for low latency**
### Issues are being Resolved - Redis Full-Integration Phase 3
Personal Mental Wellness Companion
In a world where stress and anxiety are increasingly common, Mindful serves as a sanctuary for mental health. This innovative application empowers users to enhance their well-being through personalized advice and relaxation techniques. By integrating advanced AI technology, Mindful provides tools to help users cultivate mindfulness and manage their mental health effectively.
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Personalized Advice: Experience tailored guidance powered by LLAMA-8B-8192 (previously : Gemini) (Since its free) an advanced AI fine tuned to understand your unique mental health needs. Use your API_KEY to integrate with Anthropic, OpenAI, and Mistral, enhancing the support provided. Code is already provided for them.
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Relaxation Music Player: Immerse yourself in a curated selection of soothing tracks. The built-in music player is designed to help users unwind, recharge, and foster a peaceful environment for relaxation.
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User-Friendly Interface: Navigate effortlessly through an intuitive design that makes accessing mental health resources easy and enjoyable.
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Face Detection Model : Analyze your mood with your facial expressions, this can be further linked to different services.
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Backend:
- Node.js: A powerful JavaScript runtime for building scalable network applications.
- PostgreSQL: An advanced relational database for storing user data securely.
- Firebase: A comprehensive platform for building web and mobile applications with real-time data syncing.
- Tensorflow: To Create the FER Model using FER2013 Dataset.
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Architecture:
- Clean Architecture: Ensures the application is modular and maintainable.
- SOLID Principles: Follows best practices for software development, promoting scalability and ease of testing.
The Mindful app employs a clean architecture pattern, allowing for separation of concerns and enhancing maintainability. This design makes the app adaptable to future changes and ensures a robust user experience. By adhering to SOLID principles, Mindful promotes best practices that facilitate development and testing.
- ModelView-ViewModel pattern to handle user requests and business logic.
- Separation of concerns for better code management and maintainability.
- Extensibility built-in so new AI features and wellness tools can be integrated smoothly in future updates.
To run Mindful locally, follow these steps:
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Clone the repository:
git clone https://github.com/ARYPROGRAMMER/mindful.git cd server/mental-health-api/ -
Install dependencies:
npm install
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Setup environment variables (OPTIONAL, USE MINE): Changes in API_KEY (if needed) to be done in :
mental-health-api/ ├──... ├──... ├──... ├──... ├── server.js # Main server file ├── infrastructure/ ├── geminiai/ ├ └── geminiService.js # NEW API KEY ADDING SLOT └──── db/ └── index.js # PostGres Setup -
Run the Server: (Not Needed after v1.0.6)
npm start
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Run the App:
cd ../../lib/ flutter clean flutter pub get flutter runAlternatively you could use :
flutter build apk
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Structure of DB:
YOU NEED TO CREATE THIS YOURSELF IN POSTGRESQL (Not Needed after v1.0.6) This is the structure of the `songs` table in the `public` schema. | Column | Type | Collation | Nullable | Default | |----------|------------------------|-----------|----------|----------------------------------------| | `title` | `character varying(100)`| | `false` | | | `author` | `character varying(100)`| | `false` | | | `songlink`| `character varying(256)`| | `false` | | | `id` | `bigint` | | `false` | `nextval('songs_id_seq'::regclass)` | | `imageid`| `character varying(256)`| | `true` | | ### Notes: - The `id` column is auto-incremented using the `nextval('songs_id_seq'::regclass)` function. - `imageid` is optional and can store a link or identifier for the image associated with the song. -
PROVIDE CONNECTION IN FLUTTER : (NOT NEEDED AFTER v1.0.6)
cd lib/features/meditation/data/meditation_remote_source.dart cd lib/features/music/data/song_database.dart
Give your IPv4 in the Uri.Parse url. ("mine starts with 192").
MORE SCREENSHOTS
Model
Home
Song Playlist
Settings
Backend
- Explore all the sections to receive personalized mental health tips based on your needs.
- Use the music player to listen to relaxing tracks and enhance your mindfulness practice.
- Explore the FER MODEL Section (NOT Fully Developed).
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Machine Learning Model: Colab Notebook
This notebook contains the ML model used in the app. Feel Free to Clone and Modify. -
UI Inspiration: Figma File
Explore the Figma file for design inspiration and UI components.
We welcome contributions to improve Mindful! Please follow these steps:
- Fork the repository.
- Create a new branch (
git checkout -b feature/YourFeature) (DONT USE MAIN). - Make your changes and commit them (
git commit -m 'Add some feature'). - Push to the branch (
git push origin feature/YourFeature). - Open a Pull Request.
This project is licensed under the MIT License. See the LICENSE file for details.
For questions or feedback, please reach out to me at:
- Email id: arya.2023ug1104@iiitranchi.ac.in
- GitHub: ARYPROGRAMMER
Mindful - I invite you to join a community focused on mental health and well-being. Together, we can create a positive impact, one mindful moment at a time. PRs ARE APPRECIATED