RAG到底是什么？为什么所有企业都在做RAG？企业级RAG又是如何设计和优化的？本文将从原理、架构、调优、难点、最新技术发展等多个角度，带你系统理解RAG。 如果说大模型（LLM）是企业AI的大脑，那么RAG（Retrieval-Augmented Generation）就是连接企业知识的神经系统。

AI时代，企业正在犯一个似曾相识的错误：以为给AI更多数据，它就会变得更聪明，但事实是，海量信息并不会自动带来智慧，甚至可能让AI陷入混乱。 将海量数据直接倾倒给AI并不能让它变得更聪明，真正关键的是为它提供正确的头部信息，而不是让它面对各种相互矛盾的“事实”。 如果你在硅谷的AI圈子里待得足够久，就会反复听到同一个观点：AI需要上下文。 这句话大体上是对的。问题在于，“上下文”已经成为整个行业中 ...

Indonesia's realized investment rose 7.2 percent year on year to 1,010.6 trillion rupiah (about 56 billion U.S. dollars) in the first half of 2026, Investment Minister Rosan Roeslani said Thursday.

At least five people were killed and four others seriously injured after a sport utility vehicle crashed into a parked truck on a toll road in Indonesia's East Java province late Wednesday, local ...

Liqid® ( the global leader in software-defined memory and GPU pooling infrastructure, today announced the appointment of ...

In the eastern Indian Ocean, south of Java in the vast sea stretching toward Australia, a fishing vessel slightly alters its ...

On Monday, The News Tribune visited Concrete Technology Corp.’s manufacturing site at 1123 Port of Tacoma Road. In the ...

IBM Bob 2.0 is also intended to understand and modernize decades-old code – with AI agents and premium packages for Z, i, and ...

Daxin resurfaces at a Taiwan manufacturer alongside Stupig, a new backdoor that runs SYSTEM commands before sign-in through ...

Unsplash Coffee quality is a strange thing to rank. A country can grow enormous volumes of beans and still fall short of what ...

点击上方蓝字关注我，加个🌟标不迷路。 大家好，我是 cxuan。 Grok Build 前两天属实是站在风口浪尖上了。 先给大家先复盘一下整个事情。 一份针对 grok 0.2.93 的流量分析显示，Grok Build 在测试中上传了整个 Git 仓库，其中包括未被 Agent 读取的文件和 Git 历史 ...

Agent observability, aka AgentOps, has emerged as a vital ecosystem of tools for keeping an eye on what AI agents and LLMs ...