Context Aware Document Translation With Domain Preservation

via “cross-lingual document translation via pp-doctranslation pipeline”

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

Unique: Combines OCR, layout analysis, and translation in a unified pipeline that preserves document structure across languages. Uses document-level context in translation models to maintain consistency across pages. Supports multiple translation backends and outputs both human-readable (PDF, Markdown) and machine-parseable (JSON) formats.

vs others: Preserves document layout better than naive OCR-then-translate-then-reconstruct; faster than manual translation; cheaper than professional translation services for high-volume processing; maintains document structure better than generic translation APIs