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Structured extraction with citations

Every extracted value comes with a pointer to the exact span it came from.

THE DOCEN TEAM·Sep 2, 2025·5 MIN READ

Every extracted value comes with a pointer to the exact span it came from.

Overview

citations is available today across the API, SDKs, and playground. Here's what it does and how to put it to work.

How to use it

docen.py
from docen import Docen

client = Docen(api_key=DOCEN_API_KEY)
result = client.parse("document.pdf")

print(result.markdown)
print(result.json)
  • Works on the same inputs as the rest of the platform.
  • Returns portable Markdown, HTML, and JSON.
  • Ships with word-level boxes and confidence.

Notes

As always, outputs are structured and portable, so whatever you build on top isn't locked to us. If you have a format in mind, chances are we already support it.

Want to see it on your own documents? Open the playground or reach out — we're happy to run a sample with you.

citationsextractiontrust
[]TRY DOCEN

Run your hardest documentthrough Docen.

See the structured output for yourself, or reach the team at [email protected].