Chat + tool-call storytelling
Two agents sharing one graph: A shows storage with agent_id in metadata
and retrieval via retrieve_context — seeds match the query,
and neighbors from other agents appear through graph expansion.
B shows cross-agent topology — edges bridge nodes from
agents “alpha” and “beta”, and
retrieve_context walks those edges to surface cross-agent knowledge.