Learn how to build a real-time knowledge graph from documents using LLMs and CocoIndex. This guide walks you through extracting relationships, mentions, and structured summaries from markdown files, and exporting them to Neo4j for interactive graph querying. Perfect for RAG, AI agents, and dynamic document understanding.