RAG Advanced Patterns and Pipelines.Before we explore advanced RAG patterns and pipelines, let’s quickly revisit what RAG is, why it matters, and what makes it so widely discussed. Retrieval-Augmented Generation (RAG) is a technique that pairs large language models (LLMs) with a retrie...Aug 30, 2025·4 min read
System Prompts and Prompting Styles.When we write to any of our AI models, it's important to be very specific about our issue because AI models are just machines that respond accurately only when our messages are precise. The inputs we provide are technically known as prompts. What are...Aug 15, 2025·5 min read
Explaining Vector Embedding to all the moms.In today’s modern AI time vector embedding is very import thing used in all the AI models but very less people know about this mostly non-tech people like our moms. So, Today I m going to try explaining vector embedding to our mums. Now, let me start...Aug 13, 2025·2 min read
Explaining tokenization to a 1st year university student.If we break down tokenization into two different parts: tokens + ization, where tokens mean a small chunk or piece of anything, and ization means converting to something, then if we combine both, tokenization means converting something into tokens or...Aug 13, 2025·2 min read
Explaining GPT to a kidToday, applications like ChatGPT, Gemini, and Perplexity are becoming very popular. Airtel even partnered with Perplexity AI to offer its users a free 12-month Pro subscription, valued at around ₹17,000 per year. People of all ages are using these AI...Aug 12, 2025·2 min read
