GraphRAG (Graph-Enhanced Retrieval-Augmented Generation) is an advanced framework that leverages the strengths of graphs and LLMs to transform how we engage with AI systems. In most GraphRAG implementations, a fixed, predefined method is used to retrieve relevant data and generate a grounded response. Agentic GraphRAG takes GraphRAG to the next level, dynamically harnessing the right database tools based on the question and executing autonomous reasoning to deliver precise, intelligent answers.

Ante Javor works as a Developer Experience Engineer at Memgraph, where he focuses on improving the experience for all developers using Memgraph. He is passionate about database systems, algorithms, and data structures and enjoys engaging with other developers. In addition to his work at Memgraph, Ante is also a guest lecturer at the University of Applied Sciences in Bjelovar, helping students grasp the fundamentals of algorithms and data structures. To balance his sedentary work life, he spends his free time outdoors—running or playing padel.

Memgraph Agentic GraphRAG