Connections - the structured shape

Sam’s second wall: Text2SQL is quietly wrong on multi-hop joins. The fix is not a better model - it is giving the agent the connections: how the warehouse tables actually join.

In this module, you use neocarta to read the warehouse’s foreign keys out of BigQuery and into a Neo4j metadata graph - the join-path map - without moving a single row.

By the end of this module, you will:

  • Explain why the connections shape grounds query routing where Text2SQL guesses

  • Run neocarta to build the warehouse metadata graph from BigQuery

  • Decide what to migrate and what to federate - the four-pains test

  • Query the connections graph through neocarta’s MCP and watch your agent write correct Text2SQL

Ready? Let’s go →

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