I just finished a cool new project called Noctra! 🚀 Reading through hundreds of messy customer complaints takes way too long. So, I spent the last few weeks building an AI app that does it for you. It reads through raw feedback and instantly gives you a short summary, points out the top 3 biggest problems, and tells you exactly how to fix them. 🛠️ How I built it (The Process): I broke the project down into three simple steps: The Data Pipeline: I set up a Python backend that grabs all the customer complaints from a JSON file (which can easily be upgraded to a real PostgreSQL database later!). The AI Brain: Using FastAPI, I connected my code to Google's Gemini AI. Instead of asking the AI one giant question, I chained the prompts: the AI first reads everything to make a summary, then it rereads that summary to find the biggest bugs, and finally, it comes up with specific solutions. The User Interface: Finally, I built a React front-end to grab those answers from the AI and display them on the screen. 🧠 The Challenge: I wanted to skip the boring "standard dashboard" look, so the biggest challenge was styling the data to look like glowing, floating glass using pure CSS animations! 💡 What I Learned: Connecting different tools together sounds scary, but if you take it step-by-step (Data -> Backend AI -> Frontend UI), it's actually very straightforward! #WebDevelopment #ReactJS #FastAPI #Python #AI
that's really very impressive 👏
This is such a niche problem to solve, never even thought of something like this. Well done!