ProactiveAI

What it does

ProactiveAI is an AI-powered business intelligence and analytics platform designed to make data accessible to everyone. The company enables businesses—especially eCommerce teams—to analyze complex data through simple, natural language conversations, eliminating the need for technical expertise or dedicated data analysts.

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• NW
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  Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…

  Life & fun · May 2026 · github.com

• FM
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