Document Parsing & OCR

PaddleOCR

Recognize text in scanned pages, with document pipelines for layout, tables, and structured output.

At a glance

Input
Images and PDF
Output
JSON, Markdown
Provenance
Page and region information; pipeline-dependent
Scanned pages
Supported
Deployment
Self-hosted
Availability
Open source
Costs to plan for
Compute and model costs

Limitations to check

Basic OCR and document-structure pipelines produce different results. Select table and formula modules explicitly.

Build a meaningful sample

Include your hardest pages: low-quality scans, missing fields, dense tables, and evidence split across pages. Validate output correctness separately from citation accuracy.