
Universal Translator
ai 100% offline translator for e-commerce: in 30+ languages
What it does
Offline AI universal translator for e-commerce: translate product feeds, CSV, XML, DOCX, BaseLinker, Mirakl. SEO keywords, GPU acceleration, 30 languages. No cloud, no subscription.
Does the same job
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No Language Left Behind by Meta2022 · ▲116An open-source language translation system for 200 languages
More commerce this month
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Compare your startup equity grant for free.
Commerce · 26d ago · equitybee.com
Launched alongside, May 2026
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Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai


- NW
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
Dev tools · May 2026 · github.com