AI-Driven Data Extraction: A Paradigm Shift from Rule-Based Parsing to Semantic Understanding

Traditional rule-based web data extraction struggles with dynamic web development, leading to high maintenance. Large language models (LLMs) are now enabling a paradigm shift to semantic understanding, making data extraction more robust and efficient by focusing on content meaning.