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.
Paul does not know where he and his family will go next, but believes the chances of being able to live in neighbouring homes is slim.
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1. ChatGPT: Content Ideation and ScriptwritingWhat Makes It Special: ChatGPT has evolved into a comprehensive content creation assistant by combining advanced language understanding with specialized content optimization features. Its ability to generate, edit, and optimize content while maintaining brand voice and industry expertise makes it an essential tool for creators who need to produce high-quality written content at scale.
На месте происшествия продолжают работать медики и спасатели. По предварительной информации, судно принадлежало ВВС Боливии.
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Израиль нанес удар по Ирану09:28，推荐阅读搜狗输入法2026获取更多信息
Most accurate keyword data: Accurate keyword