NODES AI 2026 - Agentic AI with Knowledge Graphs on the JVM: A Music Graph in Practice

This talk features Luanne Misquitta at NODES AI, focusing on "Agentic AI with Knowledge Graphs on the JVM: A Music Graph in Practice." Building on her previous session, the speaker explores the development of a graph-powered application that transitions from conversational AI to agentic behavior, using a Neo4j-backed music application as a key example. The discussion highlights the use of the Embabel Agent Framework, demonstrating how it enables dynamic decision-making for achieving user goals while combining graph queries, LLM calls, and domain logic in a structured manner. Aimed at JVM developers and architects, this session emphasizes practical implementation, showcasing how agent frameworks can function effectively with a rich graph model without complicating application logic.