Developing a desktop application for windows using dart, flutter, python and other resources
Project Overview: You are tasked with developing an AI-powered ecosystem composed of a cross-platform desktop application (Windows and Linux), a home hub built on recycled Android devices, and two mobile apps (iOS and Android). This system must operate locally, leveraging NVIDIA GPUs and advanced AI technologies to provide real-time interactions, model management, and a sustainable smart home experience. Below is a detailed breakdown of what needs to be built, including key technologies, features, and UI/UX design. 1. Core Features and Technologies Desktop Application (Windows and Linux) UI Framework: Use Flutter to create a responsive, cross-platform UI for both Windows and Linux, using tile-based navigation inspired by Apple’s clean design and Windows 11’s rounded corners. AI Model Management: Integrate PyTorch with Torch-TensorRT to manage and optimize large AI models for GPU-accelerated inference. These models will be provided by Hugging Face, categorized as Chat Models and Image Generator Models. Voice Interaction System: Implement a voice command interface via gRPC, allowing real-time interactions between the home hub and the desktop app. AI models will process the voice commands locally on the desktop. Analytics Dashboard: Create an analytics page to display real-time GPU and system performance metrics, such as GPU usage, inference speed, and memory performance, using animated charts and graphs. Key Libraries/Tools: Flutter (for UI and cross-platform support) PyTorch with Torch-TensorRT (for AI model inference) gRPC (for real-time communication) ChromaDB (for RAG system and user profile management) Google Sign-In (for authentication) 2. Home Hub (Recycled Android Devices) Voice-Activated System: Develop a Flutter-based Android app that will act as the voice interface between the user and the desktop application. It will capture voice commands and send them via gRPC to the desktop app for processing. Minimalist Interface: The home hub interface should be minimal, with only essential details such as connection status, volume control, and microphone activation. This is inspired by Apple’s minimalist design principles. Custom 3D Printable Case: Ensure that the home hub has customizable 3D-printed case designs, which users can download and print. Provide downloadable STL files for various case designs. Key Libraries/Tools: Flutter (for Android app) gRPC (for communication with the desktop app) Android Microphone API (for voice input) 3. Mobile Applications (iOS and Android) App 1: Remote Control App (Android + iOS) Functionality: Create an app to manage the desktop application remotely. Features include starting/stopping AI models, uploading documents to the RAG system, and viewing real-time system performance such as GPU usage and model inference speed. UI Design: Use Flutter to build a sleek, responsive UI. The design should mirror the tile-based navigation of the desktop app, ensuring consistency in UX across platforms. App 2: Communication Facilitator App (Android) Functionality: Develop an app to manage the communication between the home hub and desktop app. It will display the connection status, and allow the user to reconnect or adjust settings remotely. UI Design: Maintain a minimal, clean design for the facilitator app, similar to the home hub’s design. Key Libraries/Tools: Flutter (for cross-platform mobile development) gRPC (for real-time communication with the desktop app) Google Sign-In (for user authentication) 4. System Security and Updates Over-The-Air Updates (OTA): Implement OTA updates using Squirrel for Windows and apt for Linux to ensure that both the desktop app and mobile apps can be updated seamlessly without user intervention. Data Privacy and Encryption: All communication between the desktop app, home hub, and mobile apps should be encrypted using SSL/TLS. Additionally, ensure that all locally stored data (AI models, RAG profiles, user data) is encrypted using AES-256. 5. UI/UX Design Considerations Design Consistency: Ensure that the UI design for all applications (desktop, mobile, and home hub) follows a consistent theme, using a dark color scheme with accents of neon blue and electric purple for a futuristic look. Use rounded corners and smooth animations to enhance the user experience, as seen in Windows 11. Responsive Design: The UI should be fully responsive across all platforms, including desktop (Windows/Linux), Android, and iOS. Ensure that each app automatically adjusts its layout to fit different screen sizes. User-Friendly Animations: Integrate hover effects on interactive elements (e.g., tiles), and use smooth transitions when navigating between different sections of the application. These animations should be subtle but provide clear feedback to the user. 6. Testing and Deployment Unit Testing: Write unit tests for each functionality, ensuring that the voice command system, real-time communication, and model management all work as intended across platforms. Continuous Integration (CI): Set up GitHub Actions for continuous integration and automated testing of both desktop and mobile apps. Deployment: Package the desktop app for Linux and Windows using Flutter's desktop build tools. Ensure that mobile apps are packaged for iOS and Android, ready for deployment on respective app stores. Expected Deliverables Fully functional cross-platform desktop app (Linux, Windows) with: GPU-accelerated AI model management. Real-time voice interaction with the home hub. Google Sign-In integration. Home hub app for real-time voice interactions with the desktop app (Android). Two mobile apps (iOS and Android): Remote control app for managing the desktop. Communication facilitator app for managing the hub-to-desktop connection. Over-the-Air update system for all platforms (desktop, mobile).
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