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Aug 22, 2025 · 5 min read · If you hand a bright student a book and ask them a question, they’ll flip through the pages, find the right paragraph, and give you an answer. That’s essentially how Retrieval-Augmented Generation (RAG) works. But in reality, things aren’t that simpl...
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Aug 20, 2025 · 4 min read · The Analogy: Constitution and RAG Imagine the Indian Constitution. It is the supreme guiding text, but it is too vast for any individual to remember word-for-word. A UPSC aspirant or a judge cannot recall all 448 articles instantly. Instead, they: R...
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Aug 18, 2025 · 5 min read · \=> A bit History AI agents and agentic workflows have a rich history, transforming from early concepts to today’s sophisticated systems. The idea of AI agents started in the 1950s with the Turing Test and the birth of AI at the 1956 Dartmouth Confe...
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Aug 15, 2025 · 3 min read · 1. Introduction : What is Chain of Thought? Imagine asking a student, “What’s 47 × 23?” and they just blurt out “1081.” That’s a correct answer , but you have no idea how they got it.Now imagine the same student says: “47 × 23 means 47 × (20 + 3). Fi...
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Aug 15, 2025 · 4 min read · BackStory So, Let’s start with the analogy of - What really is System Prompting Analogy: Imagine you hire a chef. Before they start cooking, you tell them: “I want Italian food only.” “No spicy ingredients.” “Explain each step while cooking.” ...
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