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<description>Hey everyone! If you’re a regular follower, you might already know a bit about me. But if not, let me quickly introduce myself: I’m a full-stack developer, and I’ve been working at a startup for the past two years.</description>
<description>It was a calm day until disaster struck. We received alerts about DDoS and brute-force attacks originating from random bot IPs. Our team quickly mobilized to mitigate the attacks.</description>
<description>When we migrated our application to Kubernetes, we encountered an unexpected issue that severely impacted user experience: frequent ECONNREFUSED errors ...</description>
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<pubDate>Thu, 31 Oct 2024 15:22:25 GMT</pubDate>
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<title>K.Boopathi</title>
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<link>https://programmerraja.github.io/</link>
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<guid>https://programmerraja.github.io/</guid>
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<description>Welcome to My World! 🌍 Hi! I’m K. Boopathi, a passionate Full Stack Developer with a love for tackling complex problems and staying ahead of the curve in the world of Web Development, DevOps, Generative AI, and beyond.</description>
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<pubDate>Sat, 26 Oct 2024 10:18:30 GMT</pubDate>
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<title>The Curious Case of the $15,000 Spam My Unexpected Investigation</title>
<description>Last Friday started off like any typical day—I was busy with my work in my office when I stumbled upon a suspicious message. My instincts told me it was spam, but my curiosity got the best of me.</description>
<p><strong>MemGPT is a new LLM system that addresses the limited context window problem of LLMs by drawing inspiration from the hierarchical memory systems found in traditional operating systems (OSes).</strong></p>
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<p>MemGPT introduces <strong>virtual context management</strong> to provide the illusion of an extended context for LLMs, much like how virtual memory in OSes allows applications to work with datasets exceeding available physical memory.</p>
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<p>MemGPT introduces <strong>virtual context management</strong> to provide the illusion of an extended context for LLMs, much like how virtual memory in OS allows applications to work with datasets exceeding available physical memory.</p>
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<p>The key idea behind MemGPT is to enable LLMs to manage their own memory by using function calls, allowing them to <strong>read and write data to external sources, modify their own context, and decide when to respond</strong>.</p>
<li><ahref="https://www.youtube.com/watch?v=G87yQv5CMq8" class="external">How to Cook Good AI Products with What You Already Have in your Data Warehouse<svgaria-hidden="true" class="external-icon" style="max-width:0.8em;max-height:0.8em;" viewBox="0 0 512 512"><pathd="M320 0H288V64h32 82.7L201.4 265.4 178.7 288 224 333.3l22.6-22.6L448 109.3V192v32h64V192 32 0H480 320zM32 32H0V64 480v32H32 456h32V480 352 320H424v32 96H64V96h96 32V32H160 32z"></path></svg></a></li>
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