LLMs: The Solution for Extracting Structured Data from Chaotic Web Pages

I’ve been doing web scraping for years. For most projects, I lean on BeautifulSoup, cssselect, and a handful of regex patterns. You know the drill: inspect the page, find the selector, extract the text, clean it up. It works great when every page follows the same template. Then I hit a project that