@vimalnegi03

🚀 Queues in System Design: A Complete Beginner-to-Advanced Guide

2d ago · 7 min read · Modern applications need to handle massive traffic, scale efficiently, and remain reliable under load. One of the most powerful tools used to achieve this is a queue. In this blog, we’ll break down qu

Vectorless-Rag(Page Index)

2d ago · 5 min read · 📌 What is Vectorless RAG? Vectorless RAG is an alternative approach to traditional Retrieval-Augmented Generation (RAG) where: ❌ No vector embeddings are used ❌ No vector database is required ✅ Retri

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🤖 Agents and Tokenizer in Generative AI (GenAI) — Explained Simply

May 17, 2025 · 9 min read · 🤖 LLMs vs. Agents: Understanding the Difference (with a Simple Analogy) In the world of AI, there's a lot of buzz around Large Language Models (LLMs) and Agents. But what's the real difference betwee

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✨ Prompt Styles And Prompting Techniques

May 15, 2025 · 26 min read · 🧩 Prompt Styles Prompt styles define the structure or format used to communicate with a Language Model (LLM). Different models prefer different styles. Below are common prompt formats: 🧠 Prompt Style 1: Alpaca Prompt Style FORMAT-: Instruction: <Yo...

🧠 Jargons in Generative AI (GenAI): A Beginner-Friendly Breakdown

May 13, 2025 · 8 min read · 1. Introduction What is Generative AI? 📦 2. The Backbone of GenAI: The Transformer Origin of the Transformer Model Key idea from “Attention Is All You Need” 🧩 3. Encoder vs Decoder What is an Encoder? What is a Decoder? Encoder-only, Dec...