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Designing a smart TODO list web app with auto-categorization involves several components, including the user interface, backend logic, and integration with external APIs. Here's a high-level outline of how you can approach this:
The user interface should be intuitive and user-friendly. Users should be able to easily add, categorize, and manage their tasks. Here are some key components of the UI:
- Users can create accounts and log in.
- Users can update their profile information.
- Users can input the name of the task/item.
- Users can manually select a category or rely on automatic categorization.
- Display tasks grouped by categories (Movies/Books/Restaurants/Products).
- Each task should have an option to edit the category and mark as completed.
The backend will handle user authentication, task management, and integration with external APIs for auto-categorization.
- Implement user registration and login functionality.
- Store user profile data.
- Store tasks in a database along with their category information.
- Allow users to add, edit, delete, and mark tasks as completed.
- Upon task creation, use external APIs to fetch additional information about the item.
- Use this information to intelligently categorize the task.
- Develop a logic to handle cases where categorization isn't certain or the item couldn't be categorized.
Integrate external APIs to gather additional information about the tasks and assist with auto-categorization.
- Google Knowledge Graph API: Fetch information about movies, books, restaurants, and products.
- Amazon Product Advertising API: Gather data about books and other products.
- Yelp API: Obtain details about restaurants and cafes.
- Rotten Tomatoes API: Retrieve ratings and details for films and series.
Use a combination of data from these APIs to determine the appropriate category.
Allow users to update their profile information.
Implement error handling for cases where APIs do not return expected results or categorization is unclear.
Store user profiles, tasks, and category information in a database.
Implement proper security measures to protect user data and ensure secure authentication.
Focus on providing a seamless and intuitive user experience. Implement features like sorting tasks, searching, and filtering by category.
Thoroughly test the app, especially the categorization logic and API integrations.
Deploy the web app on a suitable server with proper scaling capabilities.
Incorporate user feedback to continuously improve the app's accuracy in categorization and overall user experience.