Chunkr is an open-source document intelligence API designed to preprocess complex documents for retrieval-augmented generation systems. It performs layout analysis to identify document structure, applies OCR with bounding box extraction for scanned content, and generates semantically coherent chunks suitable for vector storage and retrieval. The service integrates vision-language model processing to handle complex visual elements within documents.