TASK 08 / 4 TOOLS

Multimodal Retrieval & RAG

Retrieve page-level visual evidence and ground answers in relevant document content.

Page retrieval, evidence, answers

CoOpen source

Encode document page images as multi-vectors and retrieve visual pages with text queries.

RAOpen source

Connect document parsing, chunking, and retrieval to build answers with source references.

DaSource available

Build document-derived databases with DBMosaic or investigate long visual documents with DocMosaic.

AtCommercial

Ask questions across papers and a research library, inspect cited passages, and explore connections through research maps.