@nityaMalhotra
Backend Engineer (8+ yrs) → Now Building Production-Ready GenAI Apps
Nothing here yet.
Nothing here yet.
Oct 3, 2025 · 7 min read · Chapter 1: The Tokenization Detective Story 🔍 Picture this: A user types "What are the requirements for filing a bail application under CrPC?" - seems like a simple question, right? But behind the scenes, my AI immediately springs into action like a...
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Oct 3, 2025 · 4 min read · Chapter 1: The Grand Construction Project Begins 🚧 After all the retrieval, reranking, confidence calculations, and backup tool magic, my AI stands before its greatest challenge: building the perfect legal response. This isn't just about generating ...
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Oct 3, 2025 · 4 min read · Chapter 1: The AI’s SOS Moment 🚨 After playing the confidence game, my legal AI sometimes finds itself in a pickle. If confidence is high, it answers boldly. But when confidence drops below 0.3, it gets a little anxious. Instead of guessing, it call...
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Oct 3, 2025 · 3 min read · Chapter 1: The AI’s Moment of Truth 🤔 Imagine our legal AI assistant, fresh from a victorious reranking championship, standing before a pile of sorted documents. The user’s question echoes: “What does Section 302 say?” The AI glances at its stack an...
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Oct 1, 2025 · 8 min read · Chapter 1: The Tournament Begins 🏆 Picture this: You've just run your hybrid retrieval system, and it returns a magnificent collection of 50 candidate documents. They're all technically relevant to the user's query about "Section 302 IPC", but they'...
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