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Dec 22, 2025 · 2 min read · Hashnode post draft Why I Switched to Socket.IO for EduChat’s Answer Generation When I started building EduChat, I hit a familiar problem: traditional request–response APIs made the app feel slow and “blocking” whenever an AI answer was generated. Fo...
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Dec 18, 2025 · 4 min read · The Art of Deleting Code: Lessons from Product Catalogues to AI Bots Today I deleted one of my bots. A simple task, right? Click, confirm, done. But as I went through the process, I found myself doing something extra — cleaning up all the associated ...
Join discussionDec 7, 2025 · 10 min read · Introduction After months of building EduChat, my React frontend had become a mess. Authentication headers copied everywhere. Error handling inconsistent. alert() calls scattered across 30+ components. I finally sat down and refactored everything int...
Join discussionNov 27, 2025 · 10 min read · This was the most difficult feature I've ever built. And honestly? I almost gave up halfway through. But we shipped it. And it works. What We Built A multimodal educational chatbot that can: See actual textbook pages using GPT-4 Vision Validate tex...
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Nov 17, 2025 · 8 min read · Building an Intelligent Textbook Q&A System: From PDF Upload to Semantic Search I just finished building the textbook upload pipeline for EduChat - an open-source project my cousin Sathwik and I are working on. This was way more complex than I initia...
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