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.
defaults.memory，这一点在safew官方下载中也有详细论述
同时考虑到商业模式，老年AI陪伴玩具想要走得通还是要靠先to G、to B后to C，单靠C端铺量几乎不可能，因为针对中老年人群的推广教育成本太高了。。谷歌浏览器【最新下载地址】对此有专业解读
此外，姚雄杰身边始终聚集着一批投行精英。有着长城证券、西南证券等背景的人才相继被招致麾下，为盛屯系的资本运作保驾护航。借助这些专业人士的力量，姚雄杰从早年那个“草莽英雄”蜕变为长袖善舞的“资本大玩家”。
Виктория Кондратьева (Редактор отдела «Мир»)