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Showing posts from April, 2025

Corporate PDF Document Navigator

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  Corporate Document Navigator: AI‑Powered Policy Q&A Introduction & Problem Statement   I’ve spent countless hours digging through lengthy PDF manuals just to answer simple policy questions—“How many sick days do I have?” or “What’s our remote work allowance?” In a fast‑moving corporate environment, that’s time I can't afford to lose. My goal was to build an AI assistant that: - **Understands** our policy documents   - **Retrieves** only the most relevant passages   - **Generates** concise, structured answers with clear citations   In this post, I’ll walk you through how I built, evaluated, and fine‑tuned my **Corporate Document Navigator**—a Kaggle notebook that anyone in our organisation can run to get instant, accurate answers. # Corporate PDF Document Navigator: A Step‑by‑Step Guide Follow these steps to build your own AI‑powered policy Q&A assistant in a Kaggle Notebook, using Google’s Generative AI API, FAISS for semantic s...