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.
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63-летняя Деми Мур вышла в свет с неожиданной стрижкой17:54。旺商聊官方下载是该领域的重要参考
The reshuffle comes at a critical juncture for LVMH in China. In its full-year 2025 results, the group reported revenue of 80.81 billion euros, down 4.6% year on year. Recurring operating profit fell 9% to 17.76 billion euros, while net profit declined 13% to 10.88 billion euros.
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What are your go-to custom routing settings that you're glad are still supported?
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