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.
Израиль нанес удар по Ирану09:28。搜狗输入法下载对此有专业解读
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0;},get nextRefresh() {return $store.User.meteredStatus?.nextRefresh ? $dateUtils.formatDate($store.User.meteredStatus.nextRefresh) : '';},get saraComponent() {if (!this.isReady) {return null;}return JSON.stringify({name: this.hasCredits ? 'article-meterwall' : 'article-paywall-secondary-upsell',title: this.hasCredits ? 'Default metered - Unlock wall' : 'Default metered exhausted - Spplus upsell',type: 'paywall',});},get targetId() {if (!this.isReady || this.hasCredits) {return null;}return $appUtils.isApp ? 'paywall-secondary-upsell-app' : 'article-paywall-secondary-upsell-web';},init() {if ($store.User.meteredStatus?.isReady) {this.isReady = true;} else {$subscribe('USER_METERED_STATUS_UPDATED',this.onUserMeteredStatusUpdated,this);}},onUserMeteredStatusUpdated() {this.isReady = true;},async unlockDocument() {this.enterPendingState();try {await $meteredService.unlockDocument(this.documentId, this.title);this.resetState();window.location.reload(true);} catch (error) {$notificationService.addNotification({type: 'NOTIFICATION_TYPE_FAILURE',headline: 'Beitrag freischalten',description: 'Der Beitrag konnte nicht freigeschaltet werden',});this.resetState();}},enterPendingState() {this.isLoading = true;this.isDisabled = true;},resetState() {this.isLoading = false;$cooldown(2000, 'isDisabled');}}" data-area="paywall" :data-sara-component="saraComponent" :data-target-id="targetId" data-has-spmetered-visible。关于这个话题，safew官方版本下载提供了深入分析
Израиль нанес удар по Ирану09:28
Brotchie hopes the separate collection will impact daily habits and result in less waste being created.