Just another human trying to make sense of code, caffeine, and life. I break things so I can fix them (sometimes on purpose). Forever stuck between “this is genius” and “why is it not working??” Sharing wins, fails, and random thoughts from the dev trenches.
Generative AI Projects · Retrieval-Augmented Generation (RAG) Systems · LLM Evaluation & Observability · AI-Powered Research Tools · Full-Stack Web Development · Open-Source Contributions · Hackathons & Collaborations
Aug 15, 2025 · 3 min read · 🚨 Why Most RAG Demos Fail in the Wild Short demo videos are easy. Real-world documents aren’t. My first RAG bot choked on: 📄 Long PDFs 📊 Structured data (tables, CSVs) 🌀 Messy, unformatted content The bigger problem?I couldn’t swap retriever...
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