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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.，详情可参考51吃瓜
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Indya Moore and Luka Sabbat are a revelation as twins. Across all three vignettes, Jarmusch laces shared elements, like red clothing, a Rolex watch, clumsy toasts with nonalcoholic beverages, images of young skateboarders rolling by carefree and in slow motion, and some iteration of the idiom "Bob's your uncle." But in this chapter, he breaks the pattern of a family of three. In the Paris-set "Sister Brother," Indya Moore and Luka Sabbat play twins surveying what remains of their childhood home in the wake of their parents' deaths.。服务器推荐是该领域的重要参考
The gamble killed the company. It’s likely that the changing software market would anyway.