Docs›Structured Output
Structured Output & Review
When a workspace pipeline includes an outputSchema, the worker writes a :structured JSON artifact per document. The Studio Workbench can preview it, alongside markdown, HTML, and page images.
1
Upload a document
Open a workspace and upload a document through the dashboard or API.
2
Open the Workbench
Navigate to the Studio Workbench and select the document.
3
Preview the artifact
Switch the Preview tab to the :structured artifact to view the JSON.
4
Search with citations
Use the Search surface to ask questions — citations include grounded regions when available.
Retrieval
Evidence & Citations
Search results and chat responses carry citations with page numbers, heading paths, and optional
regionBoxes. Click a result to open the evidence viewer and overlay grounded regions on the page image.