The article describes the DeepSeek-OCR project hosted on GitHub, which focuses on contexts optical compression and the integration of vision encoders in large language models (LLMs). It provides detailed installation instructions, functionalities, and usage examples for the model, which is designed to process images and PDFs for optical character recognition (OCR). The project is officially supported in the upstream vLLM framework, enhancing its capabilities for visual-text compression tasks.