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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

Peng Cheng

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Preprint Aug 2026

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving

Retrieval-Augmented Generation (RAG) repeatedly prefills identical text chunks across queries, incurring redundant computations. Position-Independent Caching (PIC) mitigates it by reusing precomputed Key-Value (KV) across positions, but its efficiency is constrained by the large volume of text tokens. Rendering text ch...

Yi-Lin Liu, Rui Meng, Wang-Ze Ni et al. · 0 citations
Aug 2026

GraphAgent: An Effective Knowledge-Guided GNN Model Selection System

GraphAgent is demonstrated, a user-friendly and effective system for knowledge-guided selection of Graph Neural Network models for new graph data that unifies over 413,000 performance records from public GNN benchmarks into a comprehensive Graph-Model Knowledge Graph (GMKG).

Ming-Tao Zhang, Hao-Yang Li, Yu-Ming Xu et al. · 0 citations

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