PixelRAG shows that operating RAG entirely over web screenshots outperforms text-based retrieval on NQ, SimpleQA, MMSearch, LiveVQA, and MoNaCo, with up to 18.1% accuracy gains and 3x token savings via image compression.
Leann: A low-storage vector index.arXiv preprint arXiv:2506.08276, 2025
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it