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TL;DR

Cardinal can convert PDFs and images into clean, structured Markdown using this endpoint.
  • Tables are returned as HTML for accuracy.
  • Add markdown: true to convert tables to Markdown via markdownify.
    • ⚠️ Markdown tables may lose fidelity (e.g. merged cells, nested tables).
This Markdown output contains accurate representation of:
  • Annotations
  • Checkmarks
  • Spanning tables (row/column merges)
  • Complex tables (multi-level, nested)
  • And more.

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Endpoint

POST https://api.trycardinal.ai/markdown
Content-Type: multipart/form-data
Auth: Authorization: Bearer <API_KEY>
You may provide either file or fileUrl.

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Pagination

Large documents are processed in pages of up to 100 to prevent oversized responses.
Each API call returns a batch of up to 100 pages, along with a pagination object in the response.

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Pagination Fields

  • start_page — First page returned in this batch
  • end_page — Last page returned in this batch
  • page_limit — Maximum number of pages per batch (default: 100)
  • has_more_pages — Whether additional pages remain
  • next_start_page — Use this value to request the next batch

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Example Usage

You can paginate sequentially or in parallel:
  • Sequential flow:
    1. Call /markdown with no pagination params → returns pages 1–100.
    2. Check has_more_pages: true → use next_start_page: 101.
    3. Call /markdown again with startPage=101 → fetches the next batch.
  • Parallel flow:
    You can launch multiple requests at once using startPage offsets (e.g., 1, 101, 201, …) to fetch batches concurrently.

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Example requests

import requests

url = "https://api.trycardinal.ai/markdown"
headers = {"x-api-key": "<API_KEY>"}
files = {"file": open("example.pdf", "rb")}
data = {"markdown": "true", "denseTables": "true"}

response = requests.post(url, headers=headers, files=files, data=data)
print(response.json())

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Example Response

{
  "pages": [
    {
      "page_number": 1,
      "width": 612,
      "height": 792,
      "content": "Acme Health Center\n<h1>INTAKE FORM</h1>\n<p>Name: Alex Johnson<br/>DOB: 01/23/1992<br/>Admit Date: 05/04/2025</p>\n<p>☑ Male ☐ Female ☐ Other</p>\n<p>Address: 123 Main Street, Springfield</p>\n<p>Phone: (555) 123-4567</p>\n<p>Emergency Contact: Jamie Johnson (spouse)</p>\n<p>Marital Status: ☐ Married ☑ Single</p>\n<p>Occupation: Software Engineer</p>\n<p>Primary Language: English</p>\n<p>Interpreter Needed: ☐ Yes ☑ No</p>\n<p>Allergies: None reported</p>\n<p>Insurance Provider: CardinalCare</p>\n<p>Policy #: 123456789</p>\n<table>\n<thead><tr><th>Medication</th><th>Dosage</th><th>Frequency</th></tr></thead>\n<tbody>\n<tr><td>Aspirin</td><td>81mg</td><td>Daily</td></tr>\n<tr><td>Metformin</td><td>500mg</td><td>Twice daily</td></tr>\n</tbody>\n</table>"
    }
  ],
   "pagination": {
        "start_page": 1,
        "end_page": 1,
        "page_limit": 100,
        "has_more_pages": false,
        "next_start_page": null,
        "total_pages": 1,
        "current_batch": "1-1",
        "remaining_pages": 0
    }
}

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API Reference

Markdown API