Many people reading this will call bullshit on the performance improvement metrics, and honestly, fair. I too thought the agents would stumble in hilarious ways trying, but they did not. To demonstrate that I am not bullshitting, I also decided to release a more simple Rust-with-Python-bindings project today: nndex, an in-memory vector “store” that is designed to retrieve the exact nearest neighbors as fast as possible (and has fast approximate NN too), and is now available open-sourced on GitHub. This leverages the dot product which is one of the simplest matrix ops and is therefore heavily optimized by existing libraries such as Python’s numpy…and yet after a few optimization passes, it tied numpy even though numpy leverages BLAS libraries for maximum mathematical performance. Naturally, I instructed Opus to also add support for BLAS with more optimization passes and it now is 1-5x numpy’s speed in the single-query case and much faster with batch prediction. 3 It’s so fast that even though I also added GPU support for testing, it’s mostly ineffective below 100k rows due to the GPU dispatch overhead being greater than the actual retrieval speed.
all branches had one. Long-distance computer communication links were very
。关于这个话题，91视频提供了深入分析
После случившегося в Ольхонском районе был введен режим повышенной готовности, однако 27 февраля дорога была открыта. Такое решение приняла комиссия, члены которой провели проверку состояния льда — его толщина составляет 70 сантиметров. «Специалисты положили новый маршрут. Его проверили специалисты, в том числе МЧС. Прошу водителей пользоваться официальной дорогой», — отметил губернатор Иркутской области Игорь Кобзев.
Nature, Published online: 25 February 2026; doi:10.1038/d41586-026-00292-7