I'm working on a college project that needs to incorporate web sockets, artificial intelligence, and REST. However, I'm struggling to come up with a project idea that balances complexity—everything I think of either feels too easy or way too complicated. Could anyone suggest a cool app concept that would effectively use all three features?
5 Answers
You could design a multi-user chat interface for a chat bot! It would utilize web sockets for real-time interactions. If you’re looking for libraries, check out sock.js for handling the web socket connections. That could be a solid project!
Another project idea is to create a smart shuffle feature for Azuracast. You could use web sockets for real-time updates on what's currently playing and a deep REST API to create playlists based on user requests like "give me a relaxing playlist." That's a cool mix of tech!
If you want something both small and complex, think about developing a reduction service. It would involve a frontend with an HTML editor and web socket for autosaving content. The backend could manage saved HTML data in a NoSQL database, and you could add AI features to redact sensitive data before it’s saved!
How about creating a photo upload app that uses real-time AI to detect faces? Once it detects a face, it could analyze and show what fruit or veggie they resemble the most. It’s fun and uses all your tech requirements!
Consider building an AI-powered web chat for scheduling appointments. It ticks all the boxes: the web socket connects to the AI for interactions, while the REST API can handle loading and saving user data. I used FastAPI for my backend, and it's great for these functionalities!

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