展示HN：Lingo – 一个用Rust编写的语言数据库，具有纳秒级性能
嗨，HN，我开发了Lingo——一种语义搜索的SQLite。
我是一名自学成才的开发者和研究者，16岁时辍学，花了一些时间探索针对各种前沿问题的系统设计的第一性原理。在这个案例中，人工智能挑战了“越大越好”的变换器范式。
Lingo是我研究的第一部分，是一个高性能的语言数据库，旨在本地设备上运行。
完整的技术概述和宣言可以在这里找到： [https://medium.com/@robm.antunes/bcd1e9752af6](https://medium.com/@robm.antunes/bcd1e9752af6)
论文已在Zenodo上存档，并附有DOI：[https://doi.org/10.5281/zenodo.17196613](https://doi.org/10.5281/zenodo.17196613)
代码是开源的，可以在这里找到：[https://github.com/RobAntunes/lingodb](https://github.com/RobAntunes/lingodb)，目前存在一些问题和功能不完整，但我正在努力修复——只是想开始收集一些反馈。
所有基准测试都可以从代码库中复现，并且可以在各种文献中找到。
作为一名没有学术背景的独立开发者，我非常感激您的反馈！我在这里回答任何问题。
谢谢！
查看原文
Hi HN, I made Lingo - the SQLite of semantic search.<p>I'm a self-taught developer and researcher who left school at 16, and I've spent some time exploring a first-principles approach to system design for various frontier problems. In this case it's AI that challenges the 'bigger is better' transformer paradigm.<p>Lingo is the first piece of that research, a high-performance linguistic database designed to run on-device.<p>The full technical overview and manifesto is here: <a href="https://medium.com/@robm.antunes/bcd1e9752af6" rel="nofollow">https://medium.com/@robm.antunes/bcd1e9752af6</a><p>The paper has been archived on Zenodo with a DOI: <a href="https://doi.org/10.5281/zenodo.17196613" rel="nofollow">https://doi.org/10.5281/zenodo.17196613</a><p>The code is open-source and can be found at <a href="https://github.com/RobAntunes/lingodb" rel="nofollow">https://github.com/RobAntunes/lingodb</a>, it's currently broken and feature incomplete but I'm working on it - just wanted to start getting some feedback.<p>All benchmarks are reproducible from the repo and can also be found in the various texts.<p>As an independent without academic affiliation, I'd be incredibly grateful for your feedback!
I'm here to answer any questions.<p>Cheers!