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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Shashank Mukkera

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TransForm: Dynamic Format Selection for MCP Tool Outputs in Agentic Data Systems

TransForm is presented, a control/data-plane split in which MCP returns a small envelope plus a machine-readable descriptor, and large payloads are delivered over stream-able HTTP as JSON, Parquet, or Arrow IPC (blob or chunk stream).

Shashank Mukkera, Chun-Wei Liu · 0 citations

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