知乎 on MSN

不用 LangGraph / AutoGPT，纯 Python 手搓 AI Agent，真的可行吗?

在真实工程项目中，不使用 LangChain、LangGraph、CrewAI 等框架，纯用 Python + LLM API 手动实现 AI Agent 不仅完全可行，而且在许多场景下是更优选择。 Anthropic 官方明确建议开发者”从直接使用 ...

This distro makes it easy to switch from Windows to Linux - here's how

ZDNET's key takeaways VailuxOS is a Linux distribution that looks like Windows.With a Debian base and KDE Plasma GUI, this ...
Security Boulevard

Arcjet Python SDK Sinks Teeth Into Application-Layer Security

A new Arcjet SDK lets Python teams embed bot protection, rate limiting, and abuse prevention directly into application code.

Linus Torvalds has started vibe coding, just not on Linux

The project, called AudioNoise, appeared on Torvalds' GitHub earlier this month. Written primarily in C, the program explores digital audio effects and signal processing. It grew ...

17 New Excel Features for 2026 to Speed up Your Work

Discover 17 new Excel features and functions for 2026, so you track edits and data faster. Including auto-refreshing pivots ...

I did not expect this 16-inch Windows laptop to effectively replace my MacBook Pro like this

Geekom produces some high-quality products at not-so-high-quality prices, and the Geekbook X16 is no exception.

I didn't expect a 16-inch Windows laptop to crack my top five - but this is a gem

Geekom produces some high-quality products at not-so-high-quality prices, and the Geekbook X16 is no exception.
十轮网科技资讯 on MSN

AerynOS原子化的Linux体验

我喜欢接受挑战，而已经有一段时间没有在Linux上找到值得挑战的东西了。直到我遇到了AerynOS。说实话，这个Linux发行版并不算难用；只是它的安装程序并不会手把手教你。完成安装后，你会得到一个从零构建、完全原子化、并提供精美KDE ...

Build a Raspberry Pi AI Voice Assistant with ElevenLabs Conversational AI

Build a voice assistant on Raspberry Pi using ElevenLabs and Open Meteo, so you get live forecasts hands free.
腾讯网

构建自己的AI编程助手：基于RAG的上下文感知实现方案

点击上方“Deephub Imba”,关注公众号,好文章不错过 !很多人觉得做个AI助手就是调调OpenAI的接口，其实这样智能做出一个通用聊天机器人。而代码助手需要专门为代码设计的上下文感知的RAG（Retrieval-Augmented ...