9h ago · 10 min read · Series: Zero to LLM | Stage: 1 — Foundations | Topic: Introduction & Series Roadmap Who This Series Is For You've heard of GPT. You've used Claude. You've watched the demos. And somewhere between am
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Apr 21 · 4 min read · Introduction This project started as a simple idea: “Lets Run a local AI chatbot on Kubernetes without external APIs.” What followed was a full DevOps journey—misconfigurations, WebSocket failures,
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Feb 15 · 10 min read · Author’s Note I’ve been gone for long. I’ve been serving my nation (National Service) and have been using the time to relax, learn different skills and upgrading myself in different ways. Unexpectedly, I also went full-on into my other hobby… Playing...
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Feb 14 · 5 min read · You built a Retrieval Augmented Generation (RAG) system. It works beautifully on small documents. Answers are grounded, citations look clean, and latency is reasonable. Then someone uploads a 300 page PDF. Suddenly: Answers mix unrelated sections C...
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Jan 19 · 7 min read · The marketing landscape is undergoing a seismic shift. While traditional automation followed rigid "if-then" rules, the emergence of Agentic AI is introducing a new era of autonomy and reasoning. For enterprise leaders, the goal is no longer just to ...
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Dec 31, 2025 · 6 min read · The problem (it looked simple until I tried it) I started building what I thought was a straightforward system: user types a gadget name → system returns the price That’s it. Nothing fancy. Then reality hit. Users don’t type “apple iphone 12 pro 12...
Join discussionDec 31, 2025 · 5 min read · Reasoning + Action Explained in a Simple, Practical Way When we talk about AI agents, the conversation often jumps straight to autonomy, multi-agent systems, and complex architectures. But at the core of many effective agentic systems lies a simple i...
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Dec 24, 2025 · 5 min read · Imagine this, You've spent months learning traditional machine learning : linear regression, decision trees, neural networks. You finally feel confident. Then your internship supervisor drops words: "LLM" ,"RAG" and "N8N" . Suddenly, you're back to s...
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Dec 12, 2025 · 4 min read · Large Language Models (LLMs) such as ChatGPT, Claude and Gemini have moved quickly from research labs into everyday use. They write emails, summarize documents, and hold conversations well enough that many people treat them as if they “understand” wh...
Join discussionDec 8, 2025 · 5 min read · Accepted at SMARTCOM 2026 (to appear)Co-authored by Rutvi Arora, Kabir Mota, Madhav Gohel, Nishat Shaikh Why Long-Context LLMs Still Fail in Practice Large Language Models (LLMs) have fundamentally changed how we build conversational systems. Yet, wh...
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