MULTIMODAL RAG
RAG Architecture
16 min read
ColPali & Late Interaction: Replacing Text OCR with End-to-End Visual Embeddings
JC
Jutt AI Engineering Lab
Principal Systems & AI Security Architect
September 2026
Jutt Cyber Tech™
Detailed Engineering Index
By computing token-to-patch MaxSim similarity over visual feature maps, ColPali completely bypasses text transcription errors. Queries like 'show me the Q3 operating margin bar chart' match directly to pixel patches without OCR.
Domain: #MULTIMODALRAG #JuttCyberTech #AIInfrastructure