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.
南方周末：你提过，大概是在两年前开始准备重新参加肖赛。从那个时间点到2025年圣诞节前，你承受的压力是不是一直都很大？
，推荐阅读heLLoword翻译官方下载获取更多信息
渐渐地，狗越发习惯寄养生活了，店员每天都在微信群里发狗的照片和视频，傍晚还要汇报狗一日的吃喝拉撒及精神状态。照片与视频里，狗大多数时候都咧着嘴，伸着舌头，似乎在傻乐呵。它几乎没有什么大问题，只是偶尔不怎么喝冲泡的狗汤。对象很捧店员的场，不管他们发些什么，她都要附和、称赞几声，我默不作声，只是在心底里默念几句：“此间乐，不思蜀也。”
# insecure_skip_verify = false # default; set true for self-signed certs，推荐阅读Line官方版本下载获取更多信息
const buffer = new ArrayBuffer(1024);，更多细节参见旺商聊官方下载
水是生存之本、文明之源。华北平原深层地下水位止跌回升，江南水乡河网水质持续向好；南水北调润泽广袤田野，江河湖泊实现生态向好，一幅人水和谐的壮阔图景，正在推进中国式现代化的新征程上徐徐铺展。“十四五”时期，我国水利事业成果丰硕。