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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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Shi-Rui Chen

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Open access Jul 2026

Robust and explainable Retrieval-Augmented Generation under retrieval noise

Testing how retrieval noise affects RAG and whether reranking, citation-aware generation, and lightweight verification can improve system behaviour suggests that robust and explainable RAG is a multi-objective problem.

Shirui Chen · 0 citations

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