A new AI system called PixelRAG treats web pages and PDFs as images, allowing for a more visual approach to document indexing. The system's pipeline includes rendering and tiling, as well as multimodal embedding and hybrid search. This enables developers to build high-performance document retrieval systems. The system provides an alternative to traditional text-based parsing methods. This technology has the potential to improve search results and document organization in various applications.