AI ENGINEERING
RAG Engineering / 05Context Assembly, Parent Retrieval, and Multimodal Evidence
Turn retrieved candidates into useful context by preserving qualifiers, tracking expansion provenance, budgeting tokens, and separating image retrieval from visual answering.