Inspiration🌟
The inspiration behind our NLP-based chat app was to facilitate seamless communication between users, allowing them to interact in their preferred languages. With the aimed to enhance the user experience by incorporating sentiment analysis and emoji recommendations in real-time and other NLP features.
What it does🤖
The application enables users to effortlessly communicate in their native languages, even with others speaking a different language💡,it also employs sentiment analysis, providing emoji recommendations based on the user's input during conversations.
How we built it🔧
Built with MERN stack and WebSockets, the chat app includes NLP libraries. Although the NLP features are promising, accuracy is a work in progress. Improvements are underway to enhance the user experience. Watch for updates
Challenges we ran into 🚧
Incorporating WebSocket for responsiveness posed a significant challenge. Additionally, achieving a specific accuracy threshold in NLP training proved to be a demanding task.
Accomplishments that we're proud of🌍
I'm thrilled to witness the chat app in action, providing users with a simple and user-friendly interface for easy usability.
What we learned🎨
I've gained knowledge about the utilization of WebSockets and the application of NLP and their combination to hopefully create a system which could connect and help people around the world.
What's next for NLP CHAT APP🚀
The language translation system is still in progress, aiming to avoid using APIs for a quick fix in text conversion. The focus is on constructing a translation feature with high accuracy and flawless output, providing the finishing touch to the system is soon on the way.
🙏Grateful for the opportunity provided by APPGUD 🤩 The experience was both exciting and accelerated my learning in a short span. Hopefully, I've developed something that can potentially benefit people around the globe.
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