paddleocr-doc-parsing

To convert complex PDFs to Markdown, this skill uses PaddleOCR's layout-parsing API to extract headers, tables, formulas, and multi-column content, returning structured Markdown and JSON outputs that maintain the original document reading order.

Layout-aware document parsing works by sending PDFs or images to the PaddleOCR API, which identifies structural elements like figures, footers, and formulas, then composes the extracted text into structured Markdown and JSON data for downstream pipelines.

Yes, you need a valid PaddleOCR API URL and token configured in your environment to authenticate the httpx-based client requests for extracting and structuring content from your PDFs and images.

Yes, you can provide a local file path or document URL to the skill. It processes both PDFs and images, returning plain text and structured JSON data suitable for digitizing scanned documents and reports.

The best way to extract structured JSON from scanned PDFs is using an API-driven OCR service like PaddleOCR. This skill automates the request handling, captures layout-aware content, and preserves complete results for flexible re-use in data pipelines.

Parsing multi-column PDF layouts depends on the PaddleOCR API's accuracy in detecting reading order and structural elements. While it handles complex structures gracefully, heavily degraded scans or unusual formatting may result in misaligned Markdown output.