A fine-tuned LLM + RAG system for personalized medical assistance, community engagement, and health management.
MediAssist leverages advanced AI (LLMs with RAG) to provide accurate medical guidance, community-driven health insights, and comprehensive patient management tools. From symptom checking to telemedicine integration, we aim to revolutionize digital healthcare.
| Role | Member |
|---|---|
| Mentor | Mahmud Nadim |
| Team Leader | Oahed Noor Forhad |
| Member | Tohedul Islam Nirzon |
| Member | Saiful Islam Rumi |
| Feature | Description |
|---|---|
| 🤖 AI Chat | Fine-tuned LLM assistant for health queries, powered by RAG for context-aware medical guidance. |
| 🗂️ Chat History | Securely save, review, and export past conversations with the AI assistant. |
| 👤 Account Management | Update profile details, health preferences, and privacy settings. |
| 📈 Upvote-Driven Community Feed | Share health tips, upvote useful posts, and engage in community discussions. |
| 📆 Daily/Weekly/Monthly Filters | Filter community content by time periods to track trends. |
| 📊 Trending Analytics Dashboard | Visualize popular health topics and community engagement metrics. |
| 📌 Post Bookmarks | Save posts for quick access and organize them into custom folders. |
| 🔒 Secure Login/Signup | Encrypted authentication with multi-factor verification. |
| 📋 Community Health Dashboard | Track community-wide health metrics and personalized insights. |
| 💊 Medication Tracker | Manage prescriptions, set dosage reminders, and check drug interactions. |
| 💻 Telemedicine Hub | Schedule video consultations and chat directly with healthcare providers. |
| 🧠 Personalized Health Tips | AI-generated lifestyle, diet, and exercise recommendations based on your data. |
| 🤒 Symptom Analyzer | Input symptoms to receive potential condition assessments and next-step guidance. |
| 🔐 Encrypted Medical Vault | Upload and securely store lab reports, prescriptions, and medical history. |
| 🔔 Smart Alerts | Get reminders for medications, appointments, and health checkups. |
| 🌍 Multi-Language Support | Use the app in 10+ languages, including regional health resources. |
| 💬 Polls & Discussions | Participate in community surveys and topic-specific health forums. |
| 🖼️ Multimodal Features | Input and analyze data using text, images, and audio, such as uploading X-rays for analysis or describing symptoms via voice for a seamless experience. |
- Next.js: React-based framework for server-side rendering and static site generation.
- TypeScript: Type-safe superset of JavaScript.
- Redux Toolkit: State management for React apps.
- Chart.js: Data visualization library for graphs and charts.
- Figma: UI/UX design and prototyping tool.
- i18next: Internationalization library (stretch goal).
- Express.js: Node.js framework for building REST APIs.
- MongoDB (Atlas): NoSQL database for storing data.
- Firebase Auth: Authentication system with support for social logins (Google, Facebook, etc.).
- Cron Jobs: Task scheduler for medication reminders.
- AWS EC2: Cloud platform for hosting backend services.
- Swagger/Postman: API documentation and testing tools.
- DeepSeek: Fine-tuned LLM for symptom analysis and AI-powered chat.
- RAG (Retrieval-Augmented Generation): Context retrieval pipeline for personalized recommendations.
- AI Optimization: Enhancements to improve inference speed.
- Multimodal AI: Integration of different modalities (text, images, speech, etc.) to create a more interactive and dynamic health assistant.
- Vercel: Deployment platform for the Next.js frontend.
- AWS EC2: Hosting backend services.
- GitHub: Version control and Kanban-based project management.
- AES-256 Encryption: Secure storage for medical records.
- HIPAA Compliance: Adherence to healthcare data privacy and security standards.
- Regression Testing: Comprehensive testing of user workflows.
- Critical Path Testing: Focus on key user flows like authentication, chat, and reminders.
- Clone Repository
git clone https://github.com/your-org/higher-authority.git