構建 LLM 應用:高級 RAG(第十部分)
作者:Vipra Singh 編譯:ronghuaiyang 導讀現在,請跟隨我們一起踏上另一段探索之旅,進入高級 RAG 技術的迷人世界。歡迎回到我們關於高級檢索增強生成(RAG)技術系列的最新篇章!在本系列的前九部分中,我們深入探討了 RAG,解析了檢索機制與生成模型之間的精妙互動。從掌握生成模型的基礎知識到通過大型語言模型(LLMs)探索前沿技術,我們覆蓋了廣闊的概念與方法領域。 ⌘ Read more

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構建 LLM 應用:評估(第八部分)
作者:Vipra Singh 編譯:ronghuaiyang 導讀我們在上一篇博客中成功構建了多個 RAG 應用。現在,讓我們來看看評估這些應用的過程。我們在上一篇博客中成功構建了多個 RAG 應用。現在,讓我們來看看評估這些應用的過程。我們將探究從我們的大型語言模型生成的結果有多可靠。首先,讓我們通過下表來理解傳統機器學習、深度學習和 LLMs 之間的區別。大型語言模型(LLMs)的 ⌘ Read more

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構建 LLM 應用:構建 LLM 服務(第九部分)
作者:Vipra Singh 編譯:ronghuaiyang 導讀LLM Serving 指的是部署和運行大型語言模型(LLMs)以處理用戶請求的過程。它涉及到將通常離線訓練的 LLM 設置爲實時響應查詢。LLM Serving 指的是部署和運行大型語言模型(LLMs)以處理用戶請求的過程。它涉及到將通常離線訓練的 LLM 設置爲實時響應查詢。以下是 LLM Serving 包含的主要 ⌘ Read more

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Crowdstrike Says Global IT Outage Limited to Windows PCs, But Mac and Linux Hosts Not Affected
A widespread system failure is currently affecting numerous Windows devices globally, causing critical boot failures across various industries, including banks, rail networks, airlines, retail, broadcasters, and many more businesses. The issue, manifesting as a Blue Screen of Death (BSOD), is preventing computers from starting up properly and forcing them into continuous recovery cycles.

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構建 LLM 應用:開源聊天機器人(第七部分)
作者:Vipra Singh 編譯:ronghuaiyang 導讀在這篇博客文章中,我們將使用 LangChain 創建一個基礎的 LLM 應用程序。介紹我們之前的博客文章深入探討了大型語言模型(LLMs),覆蓋了它們的發展歷程和廣泛的應用場景。現在,讓我們更近距離地聚焦這一旅程的核心:本地構建 LLM 應用程序。在這篇博客文章中,我們將使用 LangChain 創建一個基礎的 LLM ⌘ Read more

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rehrar releases Stack Wallet v2.1.3
rehrar1 has released Stack Wallet2 version 2.1.33 with various fixes and improvements.

Changes overview
Show n/x confirms while unconfirmed
Show n confirmations on tx details screen
Remove SYSTEM_ALERT_WINDOW perm
Null error fix on send from stack when doing epic to any swap
Fix spacing on wallet settings view
Ignore verification of mnemonic passphrase if passphrase is empty
Added multi address functionality to FROST [..]

The rel … ⌘ Read more

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b4n6_b4n6 proposes bounty for improved monerod docs
b4n6_b4n61 has proposed a bounty2 for adding more details to the docs from the monerod --help command3:

In my experience, this is important undocumented information of the monero-wallet-gui/monerod. I think adding this is practical for new devs to understand the monero-wallet-gui/monerod better.

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NVIDIA transitions fully towards open-source GPU Linux kernel modules
It’s a bit of a Linux news day today – it happens – but this one is good news we can all be happy about. After earning a bad reputation for mishandling its Linux graphics drivers for years, almost decades, NVIDIA has been turning the ship around these past two years, and today they made a major announcement: from here on out, the open source NVIDIA kernel modules will be the default for all re … ⌘ Read more

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Linux patch to disable Snapdragon X Elite GPU by default
Not too long ago it seemed like Linux support for the new ARM laptops running the Snapdragon X Pro and Elite processors was going to be pretty good – Qualcomm seemed to really be stepping up its game, and detailed in a blog post exactly what they were doing to make Linux a first-tier operating system on their new, fancy laptop chips. Now that the devices are in people’s hand, though, it seems all is not so rosy in this … ⌘ Read more

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Ly: a TUI display manager
Ly is a lightweight TUI (ncurses-like) display manager for Linux and BSD. ↫ Ly GitHub page That’s it. That’s the description. I’ve been wanting to take a stab at running a full CLI/TUI environment for a while, see just how far I can get in my computing life (excluding games) running nothing but a few tiled terminal emulators running various TUI apps for email, Mastodon, browsing, and so on. I’m not sure I’d be particularly happy with it – I’m a GUI user through and through – but l … ⌘ Read more

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Early riser: The sun is already starting its next solar cycle—despite being halfway through its current one
The first rumblings of the sun’s next 11-year solar cycle have been detected in sound waves inside our home star—even though it is only halfway through its current one. ⌘ Read more

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J.D. Vance Left His Venmo Public. Here’s What It Shows
The Republican VP nominee’s Venmo network reveals connections ranging from the architects of Project 2025 to enemies of Donald Trump—and the populist’s close ties to the very elites he rails against. ⌘ Read more

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Unified kernel image
UKIs can run on UEFI systems and simplify the distribution of small kernel images. For example, they simplify network booting with iPXE. UKIs make rootfs and kernels composable, making it possible to derive a rootfs for multiple kernel versions with one file for each pair. A Unified Kernel Image (UKI) is a combination of a UEFI boot stub program, a Linux kernel image, an initramfs, and further resources in a single UEFI PE file (device tree, cpu µcode, splash screen, secure boot sig/key, … … ⌘ Read more

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Bursting of underwater oil drops: How pollution may remain in water after oil spill cleanups
Oil drops from underwater oil spills can break into tinier droplets at the surface that remain suspended in the water, according to research from the University of Illinois Chicago. That means cleanups after disasters like the Deepwater Horizon spill may be removing less oil from the environment than was thought. ⌘ Read more

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Inside an IBM/Motorola mainframe controller chip from 1981
In this article, I look inside a chip in the IBM 3274 Control Unit.1 But before I discuss the chip, I need to give some background on mainframes. ↫ Ken Shirriff Whenever we talk about mainframes, I am obligated to link to the story of an 18 year old buying a mainframe, while still living at his parents. One of the greatest presentations of all time. ⌘ Read more

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Scientists uncover the molecular mechanism behind pineapple peel coloration
Pineapple peel coloration, especially the red hue, significantly enhances its commercial and aesthetic value. However, the genetic mechanisms driving this trait are not well understood, complicating breeding efforts for red-skinned varieties. ⌘ Read more

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Nature’s gender reveal: Key gene controls female flowers in Cucurbita pepo
Sex determination in cucurbits such as squash is influenced by a complex interplay of environmental, hormonal, and genetic factors, with ethylene being the primary hormone promoting female flower development. ⌘ Read more

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Mathematicians team up with geophysicists to improve models that predict changes in sea ice
Dartmouth researchers are using computational mathematics and machine learning to develop models that better predict sea ice thickness in regions of the Arctic. ⌘ Read more

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Lab-Grown Diamonds Are Everywhere. This Company Thinks It Has the Secret to Make Them High-End
It’s possible to grow gems in the time it takes to watch a movie, and main-street jewelers are selling examples for hundreds of dollars, not thousands. The race is on to save the value of the most precious stone. ⌘ Read more

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Fortnite Has a Political Violence Problem
In a report shared exclusively with WIRED, the Global Project Against Hate and Extremism says it found more than a dozen user-generated games on Fortnite that featured antisemitism and political violence. ⌘ Read more

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The Blurred Reality of AI’s ‘Human-Washing’
This week, we examine the trend among generative AI chatbots to flirt, stammer, and try to make us believe they’re human—a development that some researchers say crosses an ethical line. ⌘ Read more

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Lab-Grown Diamonds Are Everywhere. This Company Thinks It Has the Secret to Making Them High-End
Now that it’s possible to grow affordable gems in the time it takes to watch a movie, the race is on to save the value of the most precious stone. ⌘ Read more

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Go 語言的 Lodash 風格庫
在 JavaScript 的世界裏,Lodash 是一個家喻戶曉的工具庫,它提供了豐富的函數,方便開發者操作數組、對象、字符串等等。Lodash 極大地提高了 JavaScript 開發者的效率,也讓代碼更加簡潔易讀。在 Go 語言 1.18 版本之前,由於缺乏泛型,我們很難實現像 Lodash 這樣功能強大且類型安全的工具庫。然而,隨着 Go 1.18 泛型的引入,這一切都發生了改變。sambe ⌘ Read more

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Dockerfile 的工作原理說明
什麼是 Dockerfile?Dockerfile 是一個文本文件,其中包含有關如何構建 Docker 鏡像的說明。每個指令都由一個命令組成,後跟一個或多個參數。按照慣例,命令以大寫形式編寫,以區分它們與參數,並使 Dockerfile 更具可讀性。以下是 Node.js 應用程序的 Dockerfile 示例:FROM node:20.11.1WORKDIR /appCOPY package.j ⌘ Read more

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JVM 是如何創建對象的?你瞭解嗎?
JDK 版本:1.81、對象的創建的方式Java 語言中,對象創建的方式有六種:    1.1、new 關鍵字:    最常見的形式、Xxx 的靜態方法、XxxBuilder、XxxFactory 的靜態方法。    1.2、Class 類的 newInstance() 方法:    通過反射的方式創建對象,調用類的無參構造器進行對象的創建,且其訪問權限爲 public。    1.3、Const ⌘ Read more

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網絡原理:史上最全 tcp-ip 協議詳解
TCP/IP 協議包含了一系列的協議,也叫 TCP/IP 協議族(TCP/IP Protocol Suite,或 TCP/IP Protocols),簡稱 TCP/IP。TCP/IP 協議族提供了點對點的連結機制,並且將傳輸數據幀的封裝、尋址、傳輸、路由以及接收方式,都予以標準化。TCP/IP 協議的分層模型——————在展開介紹 TCP/IP 協議之前,首先介紹一下七層 ⌘ Read more

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