Introducing Create Context Graph

Create Context Graph is a Neo4j Labs project that introduces a CLI tool designed to create full-stack context graph applications for AI agents, enhancing their memory by structuring it as a connected graph. This tool allows developers to quickly scaffold applications with integrated knowledge graphs, decision traces, and interactive graph visualizations, using the POLE+O model to categorize entities such as people, organizations, locations, events, and objects. It bridges the gap between flat chat logs and the complex, multi-hop questions AI agents need to answer by capturing the relationships and reasoning behind decisions. The tool supports a variety of domains, such as healthcare and software engineering, and offers connectors for data sources like Linear and Claude Code. By storing memory as a graph, it enables deeper understanding and reasoning capabilities in AI agents, providing real-time visualizations of decision paths. This open-source project is built on top of neo4j-agent-memory and is available for customization and community contributions.