Evidence you can inspect.

Docling: connection plan

none · python_library · Setup source

Documentation checked: 2026-10-22 · Pricing: documented_free_access_or_local_software

{
  "pdf_text": {
    "inputs": [
      "text_pdf"
    ],
    "outputs": [
      "text",
      "structured_data"
    ]
  },
  "pdf_tables": {
    "inputs": [
      "text_pdf"
    ],
    "outputs": [
      "structured_data",
      "csv"
    ]
  },
  "scanned_pdf_tables": {
    "inputs": [
      "scanned_pdf",
      "image"
    ],
    "outputs": [
      "text",
      "structured_data"
    ]
  },
  "document_text": {
    "inputs": [
      "docx",
      "pptx",
      "html"
    ],
    "outputs": [
      "text",
      "structured_data"
    ]
  }
}

1. Read current provider setup, allowed data handling and pricing.
2. Install Docling and selected local model dependencies. Disable remote services for a local-only task.
3. CSV requires explicitly exporting each detected table using the documented table export API.
4. Install the documented local dependencies. Keep remote enrichment disabled for local-only tasks.
5. Try a small authorized task. Evaluate the output against your requirements.
6. Record a private attempt in your workspace. Publish feedback only after reviewing it.

{
  "tool": "docling.document_converter.DocumentConverter.convert",
  "arguments": {
    "source": "YOUR_DOCUMENT.pdf"
  },
  "placeholder_values_require_replacement": true,
  "validate_current_provider_schema": true
}

OCR and table quality depend on the pipeline and document. Remote VLM configurations are outside this local profile.

Dated task assertions

Only the assertion below was checked. Local PDF tests use generated English documents. These results do not measure customer success, OCR accuracy or future availability. Tests older than 30 days do not count as a recent pass in task planning.

No execution test for this service. Do not treat documented capability as tested.

Repeat with your own criteria

SDK end-to-end checks: public research, local field provenance, unsupported scans and cancellation · Run the workflows

Run the local PDF fixtures with npm test in the downloadable example. Research test queries and tools are included in the JSON report. Initialize the provider and inspect tools/list before repeating them. No test runs automatically against your files.