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.