AFAbdullah Farhaninabdullahsafwi.hashnode.dev路Mar 1 路 5 min readMulti-Threading in Java: From "Why" to "How" (A No-Nonsense Guide) Ever wondered why your high-end processor has 8 or 16 cores if your code only uses one? That鈥檚 where Multi-threading comes in. In Java, we break a single process into "lightweight processes" called th00
AFAbdullah Farhaninabdullahsafwi.hashnode.dev路Feb 21 路 3 min readThe Math Behind Next-Word Prediction: N-grams & Laplace SmoothingIn Natural Language Processing (NLP), a Language Model (LM) is a probabilistic tool that predicts the next word in a sequence. From Google鈥檚 autocomplete to sophisticated chatbots, LMs are the silent 00
AFAbdullah Farhaninabdullahsafwi.hashnode.dev路Jun 1, 2025 路 5 min readQuery Translation (Advance Rag)What is RAG? RAG (Retrieval-Augmented Generation) is a framework that improves large language model responses by grounding them in external knowledge retrieved from a document corpus. It's typically broken down into three main stages: 馃П RAG Pipelin...00
AFAbdullah Farhaninabdullahsafwi.hashnode.dev路Apr 2, 2025 路 11 min readRAG Chatbot Creation: Simple Guide for BeginnersHello everyone, as I explore the world of AI, I've noticed that beginners, myself included, often struggle with taking the first steps. So, I decided to put together a quick guide on how to set up a chatbot and input the data you need. Tech Stack Do...01A
AFAbdullah Farhaninabdullahsafwi.hashnode.dev路Mar 23, 2025 路 4 min readA Beginner's Guide to Google Cloud PlatformContinuing from my previous article on Google Cloud Platform (GCP), let's delve deeper into its offerings and explore more advanced features and services that GCP provides.Introduction to Google Cloud Platform: A Beginner's Guide Database in GCP Clou...00
