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.
-c:a libmp3lame \
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In addition to those, Samsung announced the Galaxy Buds 4 along with (you guessed it) some AI updates. All the devices unveiled today are already available for pre-order, should you already be dying to get your hands on them. Here's a look at everything Samsung announced at the latest Unpacked:
Дания захотела отказать в убежище украинцам призывного возраста09:44
，这一点在夫子中也有详细论述
Ранее сообщалось, что живой верблюд, участвовавший в спектакле по библейским мотивам, нанес травму зрительнице во время праздничного служения в городе Хьюстон, США. Инцидент произошел в баптистской церкви Champion Forest.
ВСУ запустили «Фламинго» вглубь России. В Москве заявили, что это британские ракеты с украинскими шильдиками16:45，更多细节参见91视频