<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>RAG on Mi&amp;Bee Blog</title><link>/en/tags/rag/</link><description>Recent content in RAG on Mi&amp;Bee Blog</description><generator>Hugo -- gohugo.io</generator><language>en</language><managingEditor>蓝宝石的傻话</managingEditor><lastBuildDate>Sun, 10 Nov 2024 00:00:00 +0000</lastBuildDate><atom:link href="/en/tags/rag/rss.xml" rel="self" type="application/rss+xml"/><item><title>Context Engineering: Giving AI the Right Knowledge</title><link>/en/posts/aihelper/context-engineering-guide/</link><pubDate>Sun, 10 Nov 2024 00:00:00 +0000</pubDate><guid>/en/posts/aihelper/context-engineering-guide/</guid><description>&lt;h2 id="what-is-context-engineering"&gt;What is Context Engineering?&lt;/h2&gt;
&lt;p&gt;In June 2025, Andrej Karpathy provided a definition of Context Engineering on the OpenAI engineering blog: &lt;strong&gt;&amp;ldquo;the delicate art and science of filling the context window with just the right information for the model to take the next step.&amp;rdquo;&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;This definition is exceptionally elegant. The core distinction from Prompt Engineering lies in:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Prompt Engineering&lt;/strong&gt;: Optimizes &amp;ldquo;what you say&amp;rdquo; – focuses on how input instructions are expressed&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Context Engineering&lt;/strong&gt;: Optimizes &amp;ldquo;what the model knows&amp;rdquo; – focuses on what information the model can access&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Imagine this:&lt;/p&gt;</description></item></channel></rss>