@prinonturio: GraphRAG in 30 seconds. GraphRag stops agents from finding relevant text but missing the connections needed for the answer. Normal RAG works when the answer lives in one place. But ask which customers are affected if a supplier fails — you need to connect the supplier, products, contracts, and customers across different sources. GraphRAG uses a knowledge graph during retrieval. A simple implementation combines vector search with a graph database like Neo4j. Part 4 of Graphs That Make Agents 10x Smarter. Follow for Part 5: execution graphs. Learn high value ai tools and concepts every ai beginner should know #GraphRAG #KnowledgeGraph #Rag #AIAgents #aitools