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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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Kai Chen

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Nov 2026

Enhancing LLMs for Expert Question Answering by Synergizing With Knowledge Graphs

Recent developments have demonstrated the efficacy of enhancing the reliability and reasoning ability of Large Language Models (LLMs) through the integration of Knowledge Graphs (KGs). However, previous works have not fully considered the challenges present in expert domains, including the prevalence of professional te...

Shuo-Ling Liu, Hui Wu, Kun Yi et al. · 0 citations

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