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The paper introduces Image Bundle Composition (IBC) to shift image retrieval from atomic matching to dynamic composition of cohesive image bundles, addressing limitations in traditional approaches. It proposes a benchmark dataset IBCBench and an agentic framework BundleWeaver that leverages LLMs and VLMs for relational composition.