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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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Mingyoo Son

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Open access 2026

NL2SQL+: An Extended Framework for SQL Generation With On-Demand Embedded ML Functions

The empirical findings indicate that factorizing ML-aware SQL generation into four distinct stages—query routing, structured intent extraction, model or function selection, and template-guided SQL synthesis—enhances semantic controllability and token efficiency when formulating predictive natural language queries over database-native ML systems.

Jisoo Jang, Mingyoo Son, Wen-Syan Li · 0 citations

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