点击上方“Deephub Imba”,关注公众号,好文章不错过 !向量数据库存储 Embedding，也就是文本、图像或音频的数值表示，并在查询时检索语义上最接近的结果。RAG 系统正是基于这一机制运作。本文对比三个主流方案，每个都附有 Python ...

也就是说，你随手打开一个“免费”工具查IP，可能在查的同时也把你的真实IP卖给了别人。选择安全工具时，请记住三个核心判断标准：隐私政策透明，不静默收集用户IP支持本地化部署，数据不出本地网络提供风险标签和代理检测能力回过头看，我之所以一直… ...

Security teams are scrambling after two malicious releases of the Telnyx Python SDK were uploaded to PyPI on March 27, turning a widely used developer tool into a credential-stealing backdoor that ...

Build your first fully functional, Java-based AI agent using familiar Spring conventions and built-in tools from Spring AI.

Every conversation you have with an AI — every decision, every debugging session, every architecture debate — disappears when ...

但是也有人质疑卡帕西的“利用LLM提取功能”的这一措施，表示“只是把一个未经审查的代码库换成了一个LLM输出的而已”。这个就比较见仁见智了，使用LLM过滤一遍对提高代码安全性是否存在帮助依然非常依赖提示词。

Google launched a free offline AI dictation app on iOS, highlighting a shift toward private, on-device speech-to-text tools.

Uploads bring prompts and responses, but not project files, attachments, or AI-generated images. The rollout skips the UK, ...

近日，人工智能领域发生了一起震动全球开发者的安全事件。作为AI开发核心枢纽的LiteLLM网关遭遇供应链投毒攻击，大量使用者的密钥与敏感信息被窃取。这一事件被业界称为“教科书级别的供应链攻击”，其影响范围之广、危害程度之深，再次暴露出当前AI供应链体系的安全隐患。 LiteLLM作为AI网关，能够代理100多种大语言模型（LLM）的API，被广泛应用于AI编程与服务编排场景。目前其在GitHub上 ...

You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.

Here's a look at the news highlights from Asean countries in the Star-AseanPlus section for Friday (April 10, 2026) ...

Datadog 安全团队还原了完整攻击链。3 月 19 日 Trivy 沦陷，20 日 npm 66 个包被感染，23 日 KICS 35 个标签被劫持，24 日 LiteLLM 中招。 攻击者还用 LiteLLM CEO Krrish ...