PixelRAG converts web pages, PDFs, and images into screenshot tiles, embeds them using a fine-tuned Qwen3-VL model, and builds vector indexes for retrieval-augmented generation. It provides a CLI (pixelshot), pipeline commands for chunking, embedding, indexing, and serving (FAISS or Qdrant), plus a live API and a Claude plugin for visual search.

• PixelRAG ditches HTML parsing entirely, indexing screenshot tiles of pages/PDFs via a fine-tuned Qwen3-VL embedding model to preserve tables, charts, and layout
• Ships a pre-built index of 8.28 million Wikipedia articles, usable via a free live API or a ~217GB local download
• Includes a Claude Code plugin ("pixelbrowse") that lets Claude screenshot live pages and read diagrams/tables visually on request
• Supports both FAISS (simple/local) and Qdrant (disk-backed, quantized, multi-server) as swappable backends for scaling