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If you’ve ever used Twitter, Instagram captions, or typed an essay in school, you’ve seen a text counter at work. It tells you exactly how many characters or words you’ve written. Many a times we require to write content that similarly requires word ...

VerboFix didn’t start as a startup idea. It didn’t even start as a product. It started as a college machine learning project. Arun G, Kamalraj S, and Vasanth were working on a speech disfluency detection model as part of their academic requirements. ...

Introduction: Hi! I am Jessica Patel, a Bachelor of Technology student passionate about open source, technology, and writing. I love exploring new frameworks and documenting my journey, and I also enjoy travel and lifestyle experiences. This is my ve...

When I started learning to code, I didn’t really have a plan. I just wanted to build stuff.Some days I was trying to design a website, and other days I was deep into Python scripts — turning them into .exe files and feeling like a hacker 😅 But the t...

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 ...

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...

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'...
