Neo4j, a graph database company, has several exciting updates and events coming up. The call for papers for the annual NODES conference is now open, with submissions accepted until June 15, 2025. This year's conference will feature sessions on various topics such as GraphRAG, Agents, Knowledge Graphs, and more. Additionally, Neo4j is exploring fine-tuned Graph Neural Networks and Large Language Models to improve the accuracy of domain-specific question answering through its GraphRAG system. The company is also launching a new tutorial on Boosting Q&A Accuracy with GraphRAG Using PyG and Graph Databases. Furthermore, Neo4j User Research panel invites users to share their experiences and influence the future of Neo4j products. The company will be attending several conferences, including JAX and Data Innovation Summit, and hosting meetups in various locations.