Survival LLM:在您自己的计算机上运行的 AI 助手与应急库
Survival LLM: AI assistant and emergency library that runs on your own computer

原始链接: https://www.brangus.io/survival-llm

Survival LLM 是一款免费、开源的 AI 助手和应急库,安装完成后即可完全离线运行。它利用 FEMA、CDC、医学参考资料、手册、维修指南和维基百科等可靠来源,回答有关断电食品安全、烧伤、净水及其他生存主题的问题,并精确显示其所引用的文章。该应用会下载与您电脑内存匹配的 AI 模型,内存越大模型越智能。它包含一个可搜索的库(完整版 9 GB 或精简版 1.3 GB),还可以搜索您自己的 PDF、Word 文档、电子书和笔记。安装耗时 20 分钟至 2.5 小时,大部分时间为下载。它支持搭载 macOS 14+ 的 Apple Silicon Mac 和 64 位 Windows 10/11。答案可能不正确,尤其是使用较小模型时,因此始终显示来源。它保护隐私,无需账号,安装后无需互联网即可使用。更新会保留模型、库和文件。

Hacker News 讨论了“Survival LLM”,一个本地 AI 助手/应急资料库。该帖获得 248 点和大量评论。支持者认为 LLM 是有用的离线搜索/综合工具,尤其在用户不知道该问什么时能帮助找到相关资料。批评者警告,在生死攸关的情况下幻觉很危险;一位测试者发现了严重的弓钻错误。有人指出本地模型在普通硬件上可能约一半是错的,而其他人引用 Project Nomad、Kiwix、书籍和搜索引擎作为更安全或更实用的替代方案。实际考虑包括电力、硬件、电池寿命,以及 LLM 是否比 RAG 或静态档案更有价值。几位用户喜欢离线 LLM 用于断网工作和精选资源,但许多人认为生存装备应优先考虑手册、急救、水、食物和电力保障,而非聊天机器人。总体而言,讨论串持怀疑态度,但承认其作为有依据的检索辅助工具具有潜在价值,而非可信的生存权威。
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原文
Survival LLM

Survival LLM is a free AI assistant and emergency library that runs entirely on your own computer. Ask it how to keep food safe in a blackout, treat a burn, or purify water, and it answers from trusted sources and shows you exactly where each answer came from.

Free and open source. Set it up while you have internet; after that it needs none.

Survival LLM answering a question about fridge food safety, with the cited Ready.gov article open beside it

What it does

Works with no internet

The AI model and the library live on your computer. Nothing you ask leaves it.

Shows its sources

Every answer lists the articles it read. Click one to read it yourself, with the exact passage highlighted.

Made for emergencies

Medical references, FEMA and CDC guidance, survival manuals, how-to guides, repair guides and about 930,000 Wikipedia articles.

Pick your version

The app is the same everywhere. When it opens, it checks your computer's memory and downloads the AI model that fits. More memory means a smarter model.

Your computerAI model it usesOur emergency testModel download
Mac with 128 GB or more memoryNVIDIA Nemotron 3.5 Super21 of 22 right80 GB
Mac with 32–96 GBQwen3.8 27B21 of 22 right18 GB
Windows PC with 32 GB or moreNVIDIA Nemotron 3.5 Lightning19 of 22 right25 GB
Mac or PC with 16–31 GBIBM Granite 4.2 8B14 of 22 right6 GB

"Right" means it got the main point of official guidance right on 22 blackout and first-aid questions, graded blind, in our tests on an earlier build of the library (how we tested). Smaller models make more mistakes, so the app always shows the source to check.

Plus the library: a 9 GB download for everything (19 GB once installed), or 1.3 GB (3 GB installed) without Wikipedia and iFixit. Free disk space needed: the model's size plus 5 GB, plus about 27 GB while the full library installs (10 GB for the smaller one). Apple Silicon Macs (M1 or newer) with macOS 14 Sonoma or newer, and 64-bit Windows 10 or 11.

Set it up in three steps

Setup takes 20 minutes to about 2½ hours, depending on your computer and your internet speed. You only click for about 5 minutes; the rest is downloading.

  1. Download Survival LLM for Mac or Windows and unzip it. On Windows, right-click the zip and choose Extract All.
  2. Open it. On a Mac, double-click Survival LLM. On Windows, open the extracted folder and double-click Survival LLM.bat.
  3. Follow the setup. The app opens in its own window and downloads the AI engine (built into the Mac app), the AI model that fits your computer, and the library. Let it finish while you're online.

The first time you open it, your computer warns you, because the app isn't sold through an app store.
Mac: click Done, open System Settings > Privacy & Security, scroll down to "Survival LLM was blocked", click Open Anyway and confirm with your password. You only do this once.
Windows: click More info, then Run anyway.

What's in the library

Plain-text copies of openly licensed (some for non-commercial use only) and public-domain references, searchable in a fraction of a second:

  • About 930,000 of Wikipedia's most-read articles
  • WikiMed medical encyclopedia
  • MedlinePlus (U.S. National Library of Medicine)
  • UK Medicines A to Z (public sector information)
  • WikEM emergency medicine
  • Ready.gov (FEMA) emergency guides
  • CDC travelers' health
  • U.S. military medicine and survival manuals
  • Risk references for estimating micromorts: life tables and U.S. death rates
  • wikiHow how-to guides
  • iFixit repair guides
  • Appropedia (appropriate technology)
  • Q&A on home repair, cooking, gardening, the outdoors and ham radio (Stack Exchange)

Each source keeps its own license, shown with every article; see the full list with licenses.

Good to know

It can be wrong

AI models make mistakes, the small ones more often. Every answer shows the articles it used, so you can check.

Private

No account, no tracking. Your questions never leave your computer, and once set up it works with the internet off.

Your own files

Add PDFs, Word documents, ebooks and notes, like your generator's manual or your family's emergency plan, and the AI searches them too. They stay on your computer.

Updates

Check for updates, at the bottom of the app, installs a new version in one click and keeps your models, library and files.

Battery

On a MacBook Pro we measured about 100 W while it answers, for 5 to 40 seconds per question: a full battery answers roughly 100 to 300. A small generator or power station runs it easily.

Survival LLM is open source (MIT license). Code, library tools and source attributions: GitHub.
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