TL;DR Zero-shot JSON extraction replaces brittle CSS selectors with Large Language Models that map unstructured web content to predefined schemas semantically. By processing cleaned HTML or Markdown through an LLM context window, scraping pipelines become resilient to UI changes, A/B tests, and ...
Source: [Dev.to](https://dev.to/alterlab/replacing-fragile-css-selectors-with-llm-powered-zero-shot-json-extraction-39j2)