A Beginner’s Guide to Retrieval-Augmented Generation (RAG) with Architecture Diagram

Introduction Artificial Intelligence has rapidly evolved with Large Language Models (LLMs) like GPT-style systems, capable of generating human-like responses. However, these models have a limitation: they rely only on the data they were trained on, which can become outdated or incomplete. This is where Retrieval-Augmented Generation (RAG) comes in. RAG enhances LLMs by allowing them

A Comprehensive Guide to Gitleaks: Secure Your Codebase from Secrets

In an age where data breaches and security vulnerabilities are rampant, it’s crucial for developers to safeguard sensitive information in their code repositories. One effective tool for achieving this is Gitleaks a powerful open-source tool designed to detect and prevent the exposure of secrets within Git repositories. In this tutorial, we’ll explore how to install,