Personal Website

1. Why GEO? GEO (Generative Engine Optimization) is the practice of optimizing web content so that AI-powered search engines — ChatGPT, Perplexity, Google AI Overviews, Bing Copilot — can discover, understand, and cite your content in their generated answers. From Blue Links to Generated Answers Traditional SEO gets you ranked in a list of blue links. GEO gets you quoted inside the answer itself. The shift is real: when someone asks Perplexity “how to set up a personal website with Hugo and Docker,” the AI doesn’t show ten links — it synthesizes an answer and cites 2–3 sources. If your site isn’t optimized for AI consumption, you’re invisible in that answer, even if you rank #1 on Google. ...

Introduction Voice interaction has become a key part of modern user experience. As someone who maintains a personal website, I’ve always been looking for ways to make it more interactive. Recently, I integrated OpenAI’s Whisper speech recognition model locally into my website’s backend system, enabling fully offline speech-to-text capabilities. Why Local Whisper? Privacy Fully offline processing: Voice data never leaves the server Data security: No sensitive information collected or stored by third parties Full control: Complete ownership of the entire speech recognition pipeline Cost Efficiency One-time deployment: No per-usage billing No API limits: No rate limits or quota restrictions Long-term stability: No dependency on third-party service availability Technical Advantages High accuracy: Whisper performs well across many languages Multilingual support: Automatically detects and transcribes 99 languages Open source: MIT-licensed, free to use and modify Implementation Steps 1. Environment Setup Whisper requires Python 3.8+, so the first step is to make sure you have a compatible version: ...