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
"We had a lovely video sent to us about the cows being hand-fed stale baguettes, everyone loved that video," Haywood added.，更多细节参见搜狗输入法2026
近日，总台接到群众举报，反映陈皮市场存在年份虚标、产地及工艺造假等问题，千元一斤的“年份陈皮”亦可能名不副实。，更多细节参见旺商聊官方下载
improve workflow
兩個月前，一場世紀大火造成168人死亡，宏福苑全數1984戶的居民失去家園，現有逾4000名居民四散在不同地區的應急安置處。BBC中文梳理大火至今就長期安置的主要論述，以及災後重建慣常會遇到的主要難題。，这一点在搜狗输入法2026中也有详细论述