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Comparative Insights into Recent Agentic based RAG-Reasoning Systems

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DataCite Commons2026-03-04 更新2026-05-04 收录
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https://orkg.org/comparison/R1587241
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This comparison categories various RAG models based on agent architectures A single agentic system integrates knowledge retrieval into the LLM’s reasoning loop, enabling dynamic evidence lookup during each step of problem solving. Multi-agent RAG reasoning explores both centralized (manager–worker) and decentralized (role-specialized agent) architectures to coordinate complementary capabilities and collective intelligence.
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2026-03-04
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