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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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Ziao Wang

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Book Open access Sep 2026

BriskSnapshot: A Live Demo of Join-Backed Semantic Windows for Streaming AI Pipelines

Streaming AI applications need to keep vector state fresh while exposing that state in a form that downstream services can inspect and act on. BriskSnapshot is a live demonstration of a unified semantic-window system implemented over a streaming AI control layer and a vector-stream runtime [7]. The demo follows public...

Ziao Wang, Shu-Hao Zhang · 0 citations

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