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Every example is one workflow, end to end: the graph as JSON and as SDK code, how to upload a document and read the run, a trimmed real response, and the tips that matter for that document type. Pick the one whose shape matches your problem. The nodes it uses are on every card.

The three shapes

Every example above is one of three graphs. Parse alone returns the document as markdown and layout blocks. Parse into Extract returns the fields you defined, each with a confidence and the evidence it came from. Classify or Split in front of Extract handles a pile that holds more than one kind of document. Add Validate to check the values and If/Else to route on them.

Before you start