Why Do We Need GraphRAG? — The Evolution from "Search" to "Understanding"

When AI stops just "looking things up" and starts truly "understanding" your question. 1. Let's Start with an Everyday Scenario Imagine you're a new employee at a company. On your first day, you want to know "the most important project updates from the past three months." You have two options: Option A: Dig through the filing cabinet You walk to the archive room, open the filing cabinet, and search by the keyword "project updates." You find dozens of documents, but they're scattered across diffe