Fun with Large Models

Jun 23, 2025 · Artificial Intelligence

Boost RAG Answer Accuracy: Detailed Step‑by‑Step GraphRAG Knowledge‑Graph Construction

This article walks through the complete GraphRAG knowledge‑graph building pipeline—text splitting, entity extraction, relation mining, community clustering, and report generation—using a concrete example from the book “The Age of Big Data,” and explains why each step improves retrieval and answer quality.