PixelRAG renders documents — web pages, PDFs, images — as screenshots and retrieves over the images directly. Visual structure that HTML parsing throws away — tables, charts, layout, infographics — stays intact, so the reader model can actually answer questions about it. Wikipedia's 8.28M articles ship as a pre-built index; the pipeline itself is general-purpose.

Keywords: generative AI, retrieval-augmented generation, RAG, multi-modal model, agents, conversation agent, Python, PyTorch