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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

Author

Angela Bonifati

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Review Aug 2026

Graph-Based Retrieval-Augmented Generation: Applications, Challenges, Solutions, and Opportunities

This tutorial outlines the core pipeline stages of graph-based RAG and analyze them from a data management perspective, including graph modeling, graph repair, index construction and maintenance, and retrieval, rather than treating graph-based RAG solely as an LLM application.

Angela Bonifati, Yixiang Fang, Sibo Wang et al. · 0 citations

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