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KnowForge uses one agent to find and one to read documents

On M3DocVQA, KnowForge gets 11.0 points more than the M3DocRAG system, with a Qwen3.6-35B-A3B model.

Claimed, not confirmed

Sources

  1. Locate, Judge, Read: Role-Specialized Tool Agents over a Knowledge-Point Index for Open-Domain Multimodal Document QAarxiv.org
AI MATTER · NEWS · AI MATTER · NEWS ·13 OCT2026

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