dots.ocr is a powerful multilingual document parser that unifies layout detection and content recognition in a single vision-language model. Built on 1.7B LLM, achieving state-of-the-art performance for text, tables, formulas, and reading order across 100+ languages. Fast, efficient, and open source OCR solution.