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.
在去年春季远离地球、亮度迅速下降后，普遍预计2024 YR4要到2028年才能再次被望远镜观测到。 然而，一个由多国天文学家组成的国际团队，通过精细的轨道演算和星表数据分析，在2026年2月为韦布望远镜“挤”出了两次极为狭窄的观测机会。 他们的目标，是在一块恒星背景分布稀疏、星位又因ESA“盖亚”任务而被精确测定的天区中，从茫茫星海里找出那一点几乎不可见的暗弱光斑。。新收录的资料是该领域的重要参考
В КСИР выступили с жестким обращением к США и Израилю22:46，这一点在新收录的资料中也有详细论述
Singapore's founding prime minister Lee Kuan Yew attributed this swift, impressive change to "efficient administration".。业内人士推荐新收录的资料作为进阶阅读
На шее Трампа заметили странное пятно во время выступления в Белом доме23:05