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infoq_ai_ml · Jul 9, 2026 · news

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AlloyDB Ships Proxy Models That Replace LLM Calls with Local Inference Inside the Database

infoq.comJul 9, 2026
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In brief

Google shipped AlloyDB AI functions GA with a proxy model architecture that trains a lightweight local model from LLM outputs, then runs queries at database speed without external calls. Smart batching delivers 2,400x...

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AlloyDB Ships Proxy Models That Replace LLM Calls with Local Inference Inside the Database

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