ColPali

ColPali is a late-interaction retrieval architecture developed by researchers at Illuin Technology that eliminates OCR and chunking for document-heavy RAG by encoding each 16×16 image patch of a PDF page into a 128-dim vector.

Two-hop subgraph: this entity, every entity it directly relates to, and every entity those neighbors relate to. Drag a node, scroll to zoom, click to inspect — or click any neighbor and re-center the atlas there.