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ColGraphRAG: Late-Interaction Evidence Retrieval for Multimodal GraphRAG

arXiv cs.AI ↗ · 2026-07-21 Cached

ColGraphRAG replaces single-vector bi-encoder similarity with late-interaction MaxSim scoring for ranking graph-linked image candidates in multimodal GraphRAG, improving retrieval and QA accuracy on MultimodalQA.

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#colpali

@raphaelsrty: Computing max similarity (scoring step of colbert, colpali) on gpus can be optimized and this is what @tonywu_71 did. I…

X AI KOLs Following ↗ · 2026-06-10 Cached

Tony Wu released late-interaction-kernels (LIK): fused Triton kernels for MaxSim, the scoring step behind ColBERT and ColPali, integrated into PyLate and colpali-engine, offering memory efficiency and performance gains.

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