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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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R. Miyaji

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Open access Sep 2026

Enhancing Tool Orchestration and Planning for Agentic RAG Systems: A Case Study

Traditional RAG faces bottlenecks in industrial environments. To address these limitations, this paper proposes an Agentic RAG architecture that decouples high-level strategic orchestration from technical execution through an LLM Supervisor and domain-specialized sub-agents. Using a proprietary dataset, we evaluate the...

R. Miyaji, Vitor Bedin, Renato Moulin et al. · 0 citations

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