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.
Израиль нанес удар по Ирану09:28
。业内人士推荐WPS下载最新地址作为进阶阅读
2024年12月25日 星期三 新京报，更多细节参见im钱包官方下载
2026-02-27 00:00:00:0王欣悦3014245310http://paper.people.com.cn/rmrb/pc/content/202602/27/content_30142453.htmlhttp://paper.people.com.cn/rmrb/pad/content/202602/27/content_30142453.html11921 多措并举，从“一时火”到“一直火”（有所思）
Even more importantly, newer tech has improved the development process. The open source 3D modeling and animation tool Blender has become much friendlier to Morrowind modders, enabling teams to create custom assets more easily.