Graph Reasoning with neo4j-cli

Your shaped tools - outline, search, themes, connections - cover the questions you planned for. But sometimes you, or the agent, just want to ask the graph a question that no pre-built script anticipated.

This short, optional module shows the neo4j-cli your agent already has, used directly for ad-hoc reasoning across both graphs - the connective tissue between the shaped tools, and a good move to have in hand before the finale.

By the end of this module, you will:

  • Run ad-hoc Cypher with neo4j-cli - the same call your agent makes for open questions

  • Read an unfamiliar graph’s shape with :schema before traversing it

  • Reason across both graphs at once - the document tree and the connections metadata in one query

Ready? Let’s go →

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