Papers by Duoduo Liao
AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis (2025.emnlp-demos)
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| Challenge: | Recent advances in AI focus on multi-agent systems (MAS) that can be integrated with Large Language Models (LLMs) but current systems still face challenges of inter-agency communication, coordination, and interaction with heterogeneous tools and resources. |
| Approach: | They propose a modular multi-protocol MAS framework with self-implemented A2A and MCP . the framework supports natural language interaction without prior technical expertise . |
| Outcome: | The proposed framework supports natural language interaction without prior technical expertise and responds to multimodal queries for tasks including information retrieval, question answering, and image analysis. |