Graph-Based Agent Orchestration

Graph-based agent orchestration uses graph data structures to model and manage the relationships between agents, tools, data sources, and workflows. Instead of linear pipelines, agents navigate a knowledge graph where nodes represent capabilities, entities, and states, and edges represent possible transitions and dependencies. This approach enables more flexible, context-aware agent behaviour — the agent can find creative paths through the graph to accomplish goals, adapting when the planned route is blocked.