Why Single-Vector Embeddings Are No Longer Enough for Multimodal RAG

Feb 8 · 5 min read · Why modern RAG systems struggle with visually rich documents—and how late-interaction retrieval helps. Modern AI systems don’t just search through plain text anymore. They search through PDFs, scanned documents, charts, tables, infographics, and imag...