PixelRAG: Visual RAG Screenshots Docs Over Text Parsing

Ever asked a RAG system “what’s the third column’s value in that table” and got back garbage chunked text from three pages away? Yeah, me too. But traditional text RAG parses a PDF or HTML page, splits it into chunks, embeds the text — and in the process, throws out every table, chart, information graphic, and layout cue. So when your question depends on visual structure, the answer is either wrong or doesn’t exist. ...

July 1, 2026 · 8 min · GitHubDigger