Put It Together - the finale

Back in Module 1, three questions risked breaking the stack: what is undocumented, what patterns run across the whole library, and how the records actually connect. You now have a shape for each.

In this module you put them together to answer those questions. You start on Dani's car - where one shape is not enough - and watch the agent reach for the documents and the warehouse in a single answer. Then you zoom out to the estate questions, where the shapes provide even more value: covering and clustering the whole library, and proving what the documents never say.

By the end of this module, you will:

• Answer a question no single shape can - the agent grounds candidates in the document shapes, then reads the warehouse with Text2SQL the connections shape keeps honest
• Answer the estate questions many modern stacks struggle with - the patterns across all the bulletins and recalls, and the field codes with no documentation
• See why similarity retrieval samples and cannot easily prove a negative - and why the shapes cover and connect the whole structure instead