Artificial Intelligence (AI) Archives

Retrieval-Augmented Generation (RAG): Bridging the Knowledge Gap for Smarter LLMs and AI

Large Language Models (LLMs) have taken the digital world by storm, showcasing incredible capabilities in generating human-like text, translating languages, and assisting with complex tasks. However, these models, primarily developed through supervised and self-supervised machine learning on vast, static datasets, suffer from inherent limitations: their knowledge is frozen in time, Read more

By Bhuman Soni, 4 weeksDecember 3, 2025 ago

Artificial Intelligence (AI)

Build a FastAPI Streaming API with Llama 3 and Ollama – local llm

Large Language Models (LLMs) are transforming how we build applications. One of the most exciting open-source models today is Llama 3, developed by Meta and made freely available for research and commercial use. Unlike proprietary models, Llama 3 is open-source, meaning you can experiment, deploy, and integrate it without licensing Read more

By Bhuman Soni, 1 monthNovember 21, 2025 ago

Artificial Intelligence (AI)

Ollama Llama 3 REST API Tutorial with Node.js & TypeScript

In today’s AI landscape, it’s incredibly powerful — but sometimes expensive or privacy-sensitive — to rely on cloud-hosted large language models (LLMs). This is where Ollama + Llama 3 shine: they let you run models locally on your hardware, without sending data to external servers. This tutorial shows you how Read more

By Bhuman Soni, 1 monthNovember 16, 2025 ago

Artificial Intelligence (AI)

Beginner’s Guide to Building AI Models with Synaptic.js (Step-by-Step Tutorial)

Artificial Intelligence (AI) is no longer confined to Python or massive frameworks like TensorFlow. Thanks to libraries like Synaptic.js, you can now build, train, and run neural networks right in your browser or Node.js environment using JavaScript. In this tutorial for beginner’s tutorial, we’ll explore what Synaptic.js is, why it Read more

By Bhuman Soni, 2 monthsNovember 11, 2025 ago

Illustration of a neural network built in JavaScript using Brain.js, featuring glowing blue nodes and connections on a dark background with tutorial title overlay

Artificial Intelligence (AI)

How to Build a Neural Network in JavaScript with Brain.js: Step-by-Step Tutorial

When I first began my research for my paper “Bots Trained to Play Like a Human Are More Fun,” I had no idea how deep the neural network rabbit hole would go. The idea was simple: train bots that mimic human behavior in games, not just to win—but to play Read more

By Bhuman Soni, 2 monthsNovember 8, 2025 ago

Artificial Intelligence (AI)

Build Neural Network in JavaScript: Step-by-Step App Tutorial

In this guide we’ll walk through how to build a neural network using JavaScript, leveraging modern browser or Node.js libraries to bring deep learning into your web apps. If you’re looking to understand artificial neural networks, how training works (including supervised learning and backpropagation), and how to apply this knowledge Read more

By Bhuman Soni, 2 monthsOctober 31, 2025 ago

Artificial Intelligence (AI)

Genetic Algorithms in Machine Learning: A Complete Guide

In the vast landscape of machine learning algorithms, from supervised learning to deep neural networks, there exists a unique and powerful family inspired by the very principles of life itself: Evolutionary Algorithms. At the heart of this family lies the Genetic Algorithm (GA), a robust optimization technique based on Charles Darwin’s theory of natural selection. Read more

By Bhuman Soni, 2 monthsOctober 30, 2025 ago