Master Modern AI Engineering with Production Code

A Complete Guide to Vercel's AI SDK

Cloud & Full-Stack AI

Vercel AI SDK is a powerful TypeScript-first toolkit that provides a unified interface for building AI applications with Next.js and other modern frameworks. It eliminates the traditional complexity of managing multiple ...

AG-UI: How the Agent-User Interaction Protocol Works

AI Agents & Automation

AG-UI (Agent-User Interaction Protocol) is an open, lightweight protocol that standardizes the way AI agents interact with frontend apps. Consider it a common language that eliminates the need for custom integration code...

AI vs Generative AI: Understanding the Difference

Generative AI Foundations

Artificial Intelligence, or AI, is everywhere, from chatbots helping you shop to recommendation engines suggesting your next binge. Yet not all AI is the same, and the term is often used loosely, leaving many confused be...

Agentic AI vs Generative AI: Key Differences

AI Agents & Automation

AI used to just recognize things and answer basic questions. Now we have two completely different types that work in their own ways. Understanding what is agentic AI vs generative AI matters because we need to pick the r...

Agentic IDE Comparison: Cursor vs Windsurf vs Antigravity

Developer Tools

Codebases these days are large, interconnected, and slow to reason. Traditional AI tools speed up code writing, but still require human intervention for planning, coordination, and verification. This is where Agentic IDE...

Anthropic Claude Opus 4.6: Is the Upgrade Worth It?

LLM Workflows

On February 5, 2026, Anthropic released Claude Opus 4.6, and if you’ve been using Opus 4.5 and wondering if the upgrade is worth it, here’s the short answer “Yes!”. The long context retrieval alone jumped from 18.5% to 7...

AutoGen Tutorial: A Guide to Building AI Agents

AI Agents & Automation

In today’s fast-paced AI landscape, building intelligent and interactive agents has never been more accessible. With AutoGen, we now have a powerful and flexible framework that enables developers and enthusiasts to creat...

Bolt.new: Build a Full-Stack App in Minutes

Developer Tools

Building a full-stack app means juggling frameworks, writing boilerplate code, and spending hours setting up databases. Bolt.new solves these challenges by automating the development process.

Build AI agents with LangChain v1: step-by-step tutorial

AI Agents & Automation

LangChain is an open-source framework for building applications with large language models. It provides tools to connect LLMs with external data sources, APIs, and custom functions, enabling developers to create agents t...

Build a Blog Research and Writer n8n Workflow: Complete Guide

AI Agents & Automation

Writing quality blog posts takes hours of research, drafting, and editing. What if we could automate most of that work while still producing articles that sound genuinely human?

Build a Custom LLM-Powered Chat App Using Chainlit

LLM Workflows

Building conversational AI applications has become increasingly accessible with the rise of large language models (LLMs). However, creating a user-friendly chat interface that can effectively interact with these models o...

Build a Private AI Chatbot Using Google’s Gemma 3n

LLM Workflows

AI-powered chatbots are reshaping the way we interact with technology, offering intelligent and personalized responses in real time. However, cloud-based solutions often raise concerns around data privacy, latency, and c...

Build a Sentiment Analysis App with Hugging Face and Streamlit

LLM Workflows

Sentiment analysis helps computers understand if text expresses positive, negative, or neutral emotions. In this tutorial, we’ll build a web app that analyzes emotions in text using Hugging Face transformers and Streamli...

Build a Summer Reading List using ChatGPT

Generative AI Foundations

In the summer, nothing beats relaxing with a good book. But finding a perfect summer read can be daunting so why not get some assistance? A perfect candidate for this task is ChatGPT! ChatGPT is an artificial intelligenc...

Build a To-Do List with Generative AI

Generative AI Foundations

In this innovative tutorial, we will explore how to harness the power of generative AI (Artificial Intelligence) to optimize your daily schedule and tasks. Whether you are struggling to balance work and personal life, or...

Build an AI Travel Assistant With Google Agent Development Kit (ADK)

Cloud & Full-Stack AI

Google's Agent Development Kit (ADK) is a framework for developing, deploying, and testing AI agents, which makes it suitable for developing generative AI based applications.

Build an LLM Evaluation Framework: Metrics, Methods & Tools

LLM Workflows

Building an LLM evaluation framework requires five key steps: defining evaluation objectives, creating test datasets, selecting metrics, choosing tools, and implementing automation. This systematic approach ensures your ...

Build an MCP Server: Complete MCP Tutorial for Beginners

Developer Tools

Building an MCP server allows you to connect AI models like Claude to your local tools, data, and applications through a standardized protocol. In this tutorial, you'll build an event calendar MCP server from scratch usi...

Building LangChain Agents for LLM Applications in Python

AI Agents & Automation

Large language models (LLMs) have transformed the way we work. LLMs are trained on large datasets, and they have access to an amount of information beyond the capabilities of human beings. LLMs also have reasoning, quest...

Building Multi-Agent Application with CrewAI

AI Agents & Automation

Have you ever wished you could have a team of AI specialists working on your projects? Imagine having one AI expert for research, another for writing, and a third for editing - all working together seamlessly. Traditiona...

Building Visual RAG Pipelines with Llama 3.2 Vision & Ollama

LLM Workflows

LLaMA 3.2 Vision is Meta's vision-language model that processes text and images in a single input, which makes it a multimodal large language model. It overcomes the limits of traditional RAG by enabling RAG visualizatio...

Building a Language Model Application with LangChain: A Beginners Guide

LLM Workflows

With Generative AI sweeping the world, learning to build and develop applications with large language models (LLMs) is crucial. LLMs are machine learning models that can understand and generate human-like language text.

Building a Neural Network Model Using TensorFlow

Generative AI Foundations

Traditional machine-learning algorithms like Random Forest and XGBoost are very effective in building applications using structured tabular data. However, they fall short when dealing with complex tasks like image recogn...

Building a Neural Network using PyTorch

Developer Tools

Have you ever wondered how neural networks learn to make predictions or classify data? Neural networks serve as the foundation of artificial intelligence, allowing machines to recognize patterns and make informed decisio...

Building an AI Chatbot with Rasa and Ollama

AI Agents & Automation

Rasa is an open-source framework that builds AI-powered chatbots and virtual assistants. It helps chatbots understand what users say, manage the flow of conversation, and respond intelligently. Rasa has two main parts:

Chain of Thought Prompting Explained (with examples)

LLM Workflows

While working with a large language model (LLM) like ChatGPT or Gemini AI, we often run into situations where the model gives a wrong answer. In such cases, we can force the LLM model to derive the solutions in a step-by...

ChatGPT Agents: 3 Powerful Ways to Automate Tasks with AI

AI Agents & Automation

ChatGPT agents are specialized AI assistants that can act autonomously based on goals set by the user. Unlike traditional chatbots that wait for user input, these agents are designed to proactively take action, analyze d...

Claude Code Tutorial: How to Generate, Debug and Document Code with AI

LLM Workflows

Claude Code is an AI-powered coding assistant developed by Anthropic. It helps developers write, understand, and improve code using natural language prompts.

Claude Opus 4.5 Tutorial for AI Agents and Coding

AI Agents & Automation

Building reliable AI agents which can debug production code, manage multiple steps of workflows, and also reason through complex problems has been almost impossible, until now. Claude Opus 4.5 delivers state-of-the-art p...

Code Interpreter with GitHub Co-Pilot in Visual Studio Code

Developer Tools

Welcome! In this tutorial, we will embark on an exciting journey to explore how GitHub Copilot, an AI-powered coding assistant, can enhance our programming experience in Visual Studio Code (VSCode). Whether new to progra...

Context Engineering in AI: Complete Implementation Guide

LLM Workflows

Context engineering in AI is the practice of strategically designing and organizing background information to help AI systems understand specific situations, domains, or requirements for tasks. Unlike basic prompting, co...

Crafting Sales Emails with ChatGPT: A Comprehensive Guide for Entrepreneurs

Developer Tools

In the fast-paced world of entrepreneurship, communication is everything. It's how you build relationships with your customers, convince them of the value you're offering, and ultimately, drive sales. Among the many comm...

Create Custom Workouts Using ChatGPT

LLM Workflows

In the ever-evolving world of fitness, personalized workout plans have become a sought-after solution to achieving optimal results. This is where the power of generative AI comes into play. In this tutorial, we will leve...

Create Graphical Marketing Assets Using DALL-E

LLM Workflows

Welcome to this comprehensive tutorial on leveraging the power of generative AI, specifically DALL-E, to create a collection of image-based marketing assets. Whether you're a seasoned marketer looking to innovate, or a s...

Create Text-Based Marketing Assets Using ChatGPT

LLM Workflows

Welcome to this comprehensive tutorial on leveraging the power of generative AI specifically, ChatGPT, to create a collection of marketing assets. Whether you're a seasoned marketer looking to innovate for your industry,...

Create a Business Pitch Using ChatGPT

Developer Tools

A great business pitch is essential for effectively communicating your business idea and attracting investors, partners, or customers. Here are key elements that make a business pitch successful:

Create a Recipe with ChatGPT

Developer Tools

We've all been there. It's our turn to plan a nice party for our friends and family, and we've decided to make it a dinner party. The only issue is that we don't know what to cook for dinner! Luckily, ChatGPT can help us...

Create a Resume Using ChatGPT

Developer Tools

Welcome to an innovative approach to crafting your resume. By the end of this guide, you'll be familiar with this amazing tool, and you'll also be equipped to use it to its fullest potential to create a standout resume.

Creating Custom Swag Merchandise Using Generative AI

Developer Tools

Have you ever wanted to create merchandise, products, or items to show off to your friends? Maybe you struggled to come up with an idea or an exact design. In this tutorial, we will use ChatGPT to develop swag in support...

Decision Trees for Classification and Regression

Machine learning

Decision trees are a common type of machine learning model used for binary classification tasks. The natural structure of a binary tree lends itself well to predicting a “yes” or “no” target. It is traversed sequentially...

Design Mobile App UI with Google Stitch (Step-by-Step Guide)

LLM Workflows

Stitch by Google is an AI-powered UI design tool introduced at Google I/O 2025 and now available through Google Labs. With Google Stitch AI, users can turn text prompts or image inputs into responsive user interfaces and...

Design a Custom Game with Generative AI

Generative AI Foundations

Generative AI is a branch of artificial intelligence focused on generating entirely new content such as text, images, music, and game elements. It is a tool that can create captivating storylines, design intriguing chara...

Detecting Plagiarism in Generative AI

LLM Workflows

Generative AI (such as ChatGPT from OpenAI) is a helpful tool that can be used to assist us in a variety of tasks ranging from creating cooking recipes to debugging code and even creating an amazing Dungeons and Dragons ...

Docling AI: A Complete Guide to Parsing

LLM Workflows

Docling is an open-source framework created by IBM to convert unstructured documents into structured machine-readable formats. Instead of giving a raw text dump like most PDF tools, Docling analyzes the layout and turns ...

EDA Prior To Fitting a Regression Model

Data visualization

Before fitting any model, it is often important to conduct an exploratory data analysis (EDA) in order to check assumptions, inspect the data for anomalies (such as missing, duplicated, or mis-coded data), and inform fea...

Feature Importance

Machine learning

When we fit a supervised machine learning (ML) model, we often want to understand which features are most associated with our outcome of interest. Features that are highly associated with the outcome are considered more...

Figma Make Tutorial: Build Interactive Apps with AI

Developer Tools

Ever designed a great UI and thought, "I wish I could just make this work without jumping through extra tools or workflows"? What if you could bring your designs to life by describing what you want, no handoff, plugins, ...

Filter Methods

Data visualization

Filter methodsare a type of feature selection method that works by selecting features based on some criteria prior to building the model. Because they don’t involve actually testing the subsetted features using a model,...

GPT-5.1 Codex Tutorial: Build Apps in VS Code

Developer Tools

Did you know AI can now write, update, and debug code directly inside your editor with just describing what you want? OpenAI's GPT 5.1 Codex is what you need to build applications faster and smarter. Let's have a look at...

Gemini 3 Pro vs GPT-5.1: Which AI Model Should You Choose?

Generative AI Foundations

During late 2025, foundation models experienced a dramatic evolution, with Gemini 3 Pro and GPT-5.1 outperforming their predecessors in terms of multimodal capabilities, code generation, and their reasoning depth. The de...

Genie 3: New world model by Google

LLM Workflows

Imagine typing a simple sentence like "a medieval town square bustling with life" and instantly entering a fully playable, interactive 3D environment crafted from scratch. This is where world models like Genie 3 come in....

Getting Started with Cursor CLI: A Complete Guide

LLM Workflows

Jumping between an editor, documentation, and the terminal can feel like running in circles. It breaks your rhythm, makes errors easier to miss, and slows down even the basic tasks. Cursor CLI eliminates this friction by...

Getting Started with DALL-E for AI Image Generation

AI Agents & Automation

Have you ever found yourself in need of creating pictures based on a description alone? Perhaps you've had a collection of image sketches and wished to merge them into a single artwork. Meet DALL-E, a remarkable AI creat...

Getting Started with LangChain Prompt Templates

LLM Workflows

Generative AI is revolutionizing the way we develop applications. Using LLM tools like ChatGPT or Gemini AI, we can create applications that perform multiple tasks by using different instructions. For example, we can use...

Getting Started with Modular's Mojo Programming Language

Developer Tools

Welcome to the world of Mojo! In this article, we will introduce you to the basics of Mojo programming language and get you ready to start developing with Mojo.

Getting Started with OpenAI Models

Developer Tools

Learn how to set up, use, and fine-tune OpenAI models for various applications. Get step-by-step guidance and tips on utilizing these powerful AI tools.

Getting Started with Using Generative AI for Analytics

Developer Tools

Generative AI for analytics is possible due to the vast amount of AI tools available. Instead of creating custom algorithms or manually parsing through data, we can provide data sets to AI and let it do the hard work for...

Google ADK Visual Agent Builder: Build Your First AI Agent

AI Agents & Automation

Google Agent Development Kit(ADK) Visual Agent Builder converts plain English descriptions into working AI agents through a browser interface. The platform eliminates Python coding, YAML configuration, and manual debuggi...

Google AI Studio: Build and Test Gemini AI Models

LLM Workflows

Most developers spend hours setting up API clients, managing credentials, and writing integration code before testing their first model interaction. Google AI Studio skips this setup by providing a browser workspace wher...

Google Jules Tutorial: Real Examples & Implementation

Developer Tools

Google Jules is Google's AI coding assistant designed to help developers build better software faster. This smart tool works directly in our editor and connects with GitHub repositories to assist with code writing, docum...

Google Opal: Google's No-Code Tool for Building AI Apps

Developer Tools

Do you have an app idea, but lack the programming skills to build it? Turning your vision into reality traditionally requires programming knowledge, API integrations, and backend infrastructure. Google Opal solves this b...

Google VaultGemma: A Guide to Privacy-First LLMs

LLM Workflows

AI models are evolving across industries as powerful tools, but the question about how to keep private data safe still hangs over its use. Traditional large language models memorize and reveal parts of their training dat...

How To Build an App With Windsurf AI

AI Agents & Automation

Are you looking to supercharge your coding workflow? Windsurf AI is revolutionizing the development experience by integrating intelligent, AI-powered assistance right into your coding environment. Unlike traditional IDEs...

How To Use Code Llama

LLM Workflows

Code Llama is Meta's specialized AI coding assistant that helps developers generate, complete, and debug code across multiple programming languages. Released in 2023, this large language model transforms natural language...

How To Use Cursor AI: A Complete Guide With Practical Example

Developer Tools

Ever been overwhelmed with code, hoping your editor could somehow grasp what you're building? With software development getting faster and more intricate, the old coding process begins to feel clunky, hindered by relentl...

How to Build AI Agents with Gemini 3 in 10 Minutes

AI Agents & Automation

Gemini 3 is Google's latest multimodal AI model designed especially for creating autonomous AI agents. Gemini 3 is excellent at agentic tasks like tool use, code execution, and multi-step reasoning, in contrast to tradit...

How to Build AI Agents with n8n

AI Agents & Automation

Building AI agents with n8n transforms automation from rigid rule-following into intelligent decision-making. This n8n AI agent tutorial walks you through creating a fully functional email support bot that classifies inc...

How to Build Agentic AI with LangChain and LangGraph

AI Agents & Automation

You ask ChatGPT to find the best laptops for programming, and it does. Then you ask it to compare them, and it tries. Next, you ask it to pick one based on your budget and previous preferences-and it forgets. Why? Becaus...

How to Build Agents with Vertex AI Builder

Cloud & Full-Stack AI

Vertex AI Agent Builder is part of Google Cloud's Vertex AI suite. It combines no-code tools with a developer toolkit so you can build, test, and scale AI agents. You can build AI agents with Vertex AI Agent Builder in t...

How to Build Autonomous AI Agents Using Copilot Studio

AI Agents & Automation

Autonomous AI agents are changing how organizations automate complex workflows. Instead of relying on static rule-based scripts or manual oversight, these agents can detect events, reason over contextual information, and...

How to Build Claude Skills: Lesson Plan Generator Tutorial

Generative AI Foundations

Claude Skills are organized folders having instructions, scripts, and resources that Claude can discover and load to perform the specified tasks. They help encode repeatable workflows into Claude AI, transforming it from...

How to Build No-Code AI Agents Using Flowise AI

AI Agents & Automation

You can build powerful AI agents in Flowise AI without writing any code using its visual drag-and-drop interface. In this tutorial, you'll create a complete movie recommendation agent in 10 steps that can search database...

How to Build RAG Pipelines in AI Applications?

LLM Workflows

Retrieval augmented generation (RAG) is an AI technique we use to generate accurate responses to user queries by retrieving relevant documents for the query from an external database and using them as context for a large...

How to Build a Smart Q&A Bot with Haystack: RAG Made Easy

AI Agents & Automation

In the age of generative AI, building intelligent question-answering systems is no longer a task exclusive to large research teams or tech giants. Thanks to open-source frameworks like Haystack, we can now build smart Q&...

How to Create Effective AI Prompts (With Examples)

LLM Workflows

As artificial intelligence (AI) integrates itself into everyday tasks-from drafting emails and analyzing data to generating ideas and solving complex problems-the ability to communicate effectively with AI tools has beco...

How to Create a Custom GPT?

Generative AI Foundations

A Custom GPT is a version of the GPT model that you configure with:

How to Create and Use an OpenAI ChatGPT API Key

Cloud & Full-Stack AI

ChatGPT has revolutionized text-based AI. It's more than a simple chatbot - it's a powerful language model that transforms how we interact with technology. To unlock its full potential in your projects, you'll need a Cha...

How to Deploy Your Vibe Coding Projects for Free

Cloud & Full-Stack AI

Vibe coding is a software development method that uses AI tools to generate complete applications from natural language descriptions. Instead of spending hours programming, describe what you want in plain English and let...

How to Differentiate Lesson Content with ChatGPT

Generative AI Foundations

Once students are old enough to be reading to learn, a common challenge for educators is making lesson plans accessible to everyone in the classroom. Often, there will be situations where students can engage with the con...

How to Fine Tune Large Language Models (LLMs)

LLM Workflows

LLM fine-tuning is the process of taking a pre-trained LLM and training it on a specific dataset to improve its performance for a particular use case. This approach is cost-effective, as it adapts an existing model to a ...

How to Fine-Tune Google Gemma 270M with Unsloth and QLoRA

LLM Workflows

Google Gemma is a family of lightweight, open-weight large language models built from the research behind Gemini. The Gemma 3 release includes five parameter sizes: 270M, 1B, 4B, 12B, and 27B with commercial-friendly lic...

How to Install and Use GitHub Copilot CLI [Complete Guide]

Developer Tools

GitHub Copilot CLI extends the power of AI directly into our terminal, allowing us to interact with Git, shell, and GitHub CLI commands using natural language. In this guide, you'll learn how to install and use GitHub Co...

How to Optimize Code with Generative AI

Generative AI Foundations

Generative AI can be an incredible tool for optimizing code. It can improve code quality, enhance existing code, and streamline architecture design. In this tutorial, we will see this in action by using ChatGPT to assist...

How to Run Deepseek R1 Locally

LLM Workflows

Deepseek R1 is an open-source large language model (LLM) built for tasks like conversational AI, code generation, and natural language understanding. It can be used for:

How to Run Llama 3 Locally

LLM Workflows

Llama 3 is a powerful large language model (LLM) that has been gaining popularity among developers for its ability to generate human-like text. With fine-tuning options, context understanding, and improved performance, L...

How to Run and Use OpenAI's GPT-OSS Locally

LLM Workflows

GPT-OSS are OpenAI's first open-weight models in 20b and 120b parameter variants. You can download and run these models locally with tools like Ollama. In this guide we will show you how to set up and run GPT-OSS locally...

How to Set Up and Use Google Antigravity

AI Agents & Automation

Google Antigravity is Google's free AI-powered IDE that lets developers build software using autonomous agents instead of writing code line by line. Powered by Gemini 3 Pro, it features an Agent Manager for orchestrating...

How to Setup a ChatGPT Account

Generative AI Foundations

Hello, future ChatGPT user! In this tutorial, we will walk you through the process of setting up a ChatGPT account. Before we start, please make sure you have an email address you can use on the sign-up and login pages.

How to Translate With DeepL

Generative AI Foundations

It can be difficult for authors, educators, and other professionals to translate content between languages while maintaining its quality, tone, and meaning. Manual translation is expensive and time-consuming, whereas the...

How to Use AWS Bedrock: Build AI Chatbots with Console and Python

Cloud & Full-Stack AI

Imagine building a generative AI chatbot from scratch. You'd need to choose the right model, set up infrastructure, manage scaling, monitor usage, and ensure security. Sounds complex, right?

How to Use ChatGPT Advanced Data Analysis

Generative AI Foundations

ChatGPT Advanced Data Analysis (formerly ChatGPT Code Interpreter) was a plug-in that has since been rolled into OpenAI's GPT-4 implementation. It is a feature that fixed some of ChatGPT's shortcomings. Before Advanced D...

How to Use ChatGPT-5 Codex

Developer Tools

Artificial intelligence has changed how developers write code. ChatGPT-5 Codex is OpenAI's specialized AI model built specifically for coding tasks powered by GPT-5, OpenAI's most advanced model with breakthrough reasoni...

How to Use Claude Artifacts: Create, Share, and Remix AI Content

Generative AI Foundations

In the evolving generative AI landscape, tools that foster creativity, collaboration, and transparency are becoming increasingly important. One such tool is Claude Artifacts. Claude Artifacts is a powerful feature within...

How to Use Figma Sites to Build Website

Developer Tools

Figma Sites is a website builder that lets you create and publish websites directly from your Figma designs without coding. Now in open beta for all paid users, this integrated tool eliminates the need for exports or ext...

How to Use Hugging Face: Beginner's Guide to AI Models

Cloud & Full-Stack AI

Hugging Face is a leading open-source platform for building and deploying machine learning (ML) models, especially in natural language processing (NLP). It provides powerful tools like the Transformers library, a Model H...

How to Use Lovable AI With Demo Project

Cloud & Full-Stack AI

Lovable is an AI-powered platform that generates full-stack web applications from text descriptions. Founded by GPT Engineer creator Anton Osika, the platform launched in 2024 and quickly became one of Europe's fastest-g...

How to Use Midjourney

AI Agents & Automation

Midjourney, an AI image generator, provides a means to create impressive imagery from plain text prompts using only our browser. It is a generative artificial intelligence program that provides its services through Disco...

How to Use Model Context Protocol (MCP) with Claude

AI Agents & Automation

Have you ever felt overwhelmed by the complexity of configuring different tools and APIs while building AI agents? Imagine if there were a standardized way for the large language models (LLMs) to connect to the tools and...

How to Use NotebookLM: Create Study Notes & Presentations

Generative AI Foundations

NotebookLM is Google's AI-powered research and note-making tool that helps users organize, understand, and work with complex information. It acts like a personal research assistant that reads your uploaded materials like...

How to Use Perplexity AI: Build 3 Projects Step-by-Step

Developer Tools

Perplexity AI is an AI-powered search engine that provides real-time, cited answers to user questions instead of returning lists of links like traditional search engines. This tutorial demonstrates how to build three pra...

How to Use Stable Diffusion

AI Agents & Automation

The evolution of Artificial Intelligence (AI) has been remarkable, progressing from early stages with chatbots like ELIZA to its current application in generating images. Today, AI serves as an invaluable tool in our dai...

How to Use llama.cpp to Run LLaMA Models Locally

Cloud & Full-Stack AI

Large language models (LLMs) like Meta's LLaMA have revolutionized natural language processing. However, not everyone wants to depend on cloud-based APIs to run them. That's where llama.cpp comes in-a lightweight, open-s...

How to Use the ChatGPT Text-to-Speech (TTS) Model

Generative AI Foundations

Want to hear ChatGPT talk? OpenAI's text-to-speech (TTS) model turns written responses into expressive, human-like speech. Whether you're creating bedtime stories, voiceovers, or just experimenting with audio, it opens u...

How to build apps with Microsoft 365 Copilot App Builder

Cloud & Full-Stack AI

Microsoft 365 Copilot App Builder is an AI agent that converts natural language descriptions into functional applications. Describe a project tracker, equipment checkout system, or signup sheet, and App Builder generates...

How to conduct trustworthy research using ChatGPT

AI Agents & Automation

Are you new to your career field, or job role, or trying to become a subject matter expert? Maybe you're already an advanced researcher trying to identify solid resources in your field of choice. Regardless of the circum...

How to create a portfolio website using Lovable AI

Cloud & Full-Stack AI

Lovable AI is an AI website builder that generates complete web applications from simple text prompts. Unlike traditional website builders, Lovable AI website builder creates real code that you can customize and deploy a...

How to use Gemini 2.5 Flash Image (Nano Banana)

Generative AI Foundations

Photo editing requires switching between apps, layering on filters, and still ending up with edits that have low consistency. That's where Gemini 2.5 Flash Image, also known as Nano Banana, comes into the picture. It is ...

How to use Generative AI for Unit Testing

AI Agents & Automation

Are you a student in school, a junior software engineer, or a hobbyist programmer creating your own unit tests? Maybe you're still "copy & pasting" previous unit tests and then modifying them for your new classes? If so,...

Implementing Memory in LLM Applications Using LangChain

LLM Workflows

We often use LLM applications like ChatGPT or Google Gemini conversationally. To get better answers to our queries, we prompt iteratively and at every iteration, we provide an improved prompt. During this process, the LL...

Jan-v1 Tutorial: Build a Smart Q&A Assistant

LLM Workflows

Jan-v1 is a breakthrough 4B parameter AI model that achieves 91.1% accuracy in question-answering tasks while running 100% offline on your device. This remarkable performance surpasses even Perplexity Pro (90.6%), making...

Kimi Claw: Use OpenClaw Bot on your Browser

AI Agents & Automation

Kimi Claw takes OpenClaw and removes the hard setup parts, which include terminal setup, API wiring, VPS maintenance, skill-by-skill installs, and the constant anxiety that your "24/7 agent" dies the moment your PC or VP...

Kimi Claw: Use OpenClaw Bot on your Browser

AI Agents & Automation

Run OpenClaw autonomous browser bot directly on the cloud with Kimi Claw. Complete walkthrough from one-click cloud setup to autonomous browser navigation.

Kimi K2 Tutorial: Complete Guide to Using Kimi.ai

Developer Tools

Kimi K2 is an advanced AI platform that helps users analyze information, generate creative content, assist with coding, and support business planning. This complete tutorial shows you exactly how to use Kimi AI effective...

Kimi K2.5: Complete Guide to Moonshot's AI Model

AI Agents & Automation

Moonshot AI released Kimi K2.5 in January 2026, and it's making waves for one specific reason. Agent Swarm technology allows the model to coordinate up to 100 specialized AI agents working simultaneously. Instead of proc...

LangGraph Tutorial: Complete Guide to Building AI Workflows

AI Agents & Automation

LangGraph is a powerful Python library that simplifies creating, managing, and visualizing complex AI workflows. Built on the popular LangChain framework, LangGraph makes it straightforward to handle stateful workflows, ...

MVC Architecture Explained: Model, View, Controller

Web development

MVCarchitecture is a fundamental design pattern that helps developers organize code by separating an application into three interconnected components. If you’re wondering what is MVC, it stands for Model, View, Controlle...

Model Context Protocol (MCP) vs. APIs: Architecture & Use Cases

Developer Tools

MCP (Model Context Protocol) and APIs (Application Programming Interface) serve different purposes in AI systems. APIs are standard interfaces that let applications communicate with each other through fixed endpoints. MC...

NVIDIA Nemotron 3 Nano tutorial: Build a research paper summarizer

LLM Workflows

NVIDIA Nemotron 3 Nano is an open-source language model that handles up to 1 million tokens in a single context window - roughly 750,000 words or an entire 200-page research paper in one go. Released on December 15, 2025...

Nano Banana Pro Tutorial: Create & Edit Images

LLM Workflows

Nano Banana Pro is Google's advanced AI image generation model, powered by Gemini 3, which creates and edits images through text prompts. Available in the Gemini app, Nano Banana Pro offers professional-level creative co...

OpenAI's Codex App for macOS: Setup, Features & First Project

AI Agents & Automation

The Codex app is OpenAI's new macOS desktop application that allows you to build tools and automate tasks using AI agents, with no coding experience needed. The Codex app is built on advanced language models trained on b...

Plan a Dungeons and Dragons Session with ChatGPT

LLM Workflows

Are you an adventurer looking for a quest to embark upon? Are you also someone with a day job and adult responsibilities that have been asked to plan and run a Dungeons and Dragons (D&D) game? Look no further! In this tu...

Prompt Engineering 101: Understanding Zero-Shot, One-Shot, and Few-Shot

LLM Workflows

Prompt engineering is the practice of designing input prompts for large language models (LLMs) to get the best possible outputs in a desired format. Using a prompt template, we provide a large language model with context...

Prompt Engineering vs Fine Tuning: When to Use Each

LLM Workflows

When building AI applications using large language models(LLMs), developers face a crucial decision in the fine-tuning vs prompt engineering debate. Choose LLM fine-tuning when you need specialized domain knowledge, have...

RAG Chatbot With HuggingFace And Streamlit: Complete Tutorial

Cloud & Full-Stack AI

Customer support teams handle thousands of repetitive questions daily. AI chatbots can answer these questions instantly, 24/7. In this tutorial, we'll build a Hugging Face RAG chatbot using Streamlit to create intelligen...

Run GLM-4.7 Flash Locally: Step-by-Step Installation

AI Agents & Automation

GLM-4.7 Flash is a newly released open-weight large language model from Z.AI that's gained attention for running locally while delivering strong performance in coding, reasoning, and agent-based tasks. Built on a Mixture...

Runway Aleph: A Complete Guide with 5 Practical Examples

Developer Tools

Artificial Intelligence (AI) is transforming creative workflows and Runway Aleph is at the forefront of this revolution. In this tutorial, we will guide you through everything you need to know about Runway Aleph, a cutti...

SAM3 by Meta: Text-Prompted Image Segmentation Tutorial

AI Agents & Automation

Have you noticed that the traditional segmentation models work only with predefined objects, and they can't understand text like "red bottle" or "person wearing white dress". We need to retrain them for every new object ...

Scikit-Learn Tutorial: Python Machine Learning Model Building

Developer tools

Scikit-learn(often shortened to “sklearn”) is a free, open-source machine learning library for Python that provides simple and efficient tools for data analysis and modeling. Built onNumPy,SciPy, andmatplotlib,scikit-lea...

Setup and Fine-Tune Qwen 3 with Ollama

LLM Workflows

This guide shows you how to set up and fine-tune Qwen 3 models using Ollama.

The Box Model in DevTools

Developer tools

All HTML elements are boxes made up of four components: a content container, padding, border, and margin. In ourBox Model lessonwe introduce these four properties and use them to position elements on a website. If you ha...

Transformer Architecture Explained With Self-Attention Mechanism

Generative AI Foundations

Transformers are deep learning models that help the large language models (LLMs) understand the contextual meaning of text inputs and generate relevant text outputs. In this article, we'll discuss how the transformer arc...

Types of AI Agents: A Practical Guide with Examples

AI Agents & Automation

An AI agent is a system that observes its environment, processes information, and then takes actions to achieve specific goals. These AI agents vary on the basis of how they make decisions, plan actions, and interact wit...

Understanding Convolutional Neural Network (CNN) Architecture

Generative AI Foundations

We use artificial neural networks to build deep learning applications for tasks like image recognition, text classification, and speech recognition. For image classification with fewer variations in training data and a s...

Using ChatGPT for Pair Programming

Developer Tools

Pair Programming is an industry-standard methodology that pairs two developers together with the goal of producing a codebase with fewer errors compared to one developer working on the code. Pair programming can be condu...

Using ChatGPT to Debug Python Code

LLM Workflows

How does Generative AI understand the context of a sentence, paragraph, or piece of code written? There are two answers! First, Generative AI has been trained and continues to train as it interacts with you and the rest ...

Using ChatGPT to Prepare for a Meeting

Developer Tools

Whether presenting or participating as a listener, the ability to ask relevant and insightful questions is crucial. It drives understanding, fosters engagement, and leads to more productive discussions.

Using DeepEval for Large Language Model (LLM) Evaluation in Python

LLM Workflows

DeepEval is an open-source Python framework that lets you evaluate outputs from large language models (LLMs) and retrieval augmented generation (RAG) applications using 14+ built-in metrics like hallucination, toxicity, ...

V0 by Vercel: Build an app in 10 minutes

Cloud & Full-Stack AI

Turning an idea into a working app takes many days, but this can be done in minutes with v0. v0 by Vercel is an AI-powered tool that generates production-ready React components and full-stack apps from natural language.

What Are GPT Assistants?

AI Agents & Automation

OpenAI is best known for the development of ChatGPT, the most common natural language chatbot available on the internet. Interestingly, OpenAI developed the ability for other developers to create their own Generative Pre...

What is AWS EMR? A Complete Beginner's Guide

Cloud & Full-Stack AI

AWS EMR (Elastic MapReduce) is a managed cluster platform for running big data frameworks. It is designed to use frameworks such as Apache Spark to process huge (petabyte-scale) amounts of data. It allows you to develop ...

What is AutoGPT? Complete Guide to Building AI Agents

AI Agents & Automation

AutoGPT is an open-source application that creates AI agents capable of performing tasks autonomously with minimal human input. Unlike ChatGPT, which requires constant prompting, AutoGPT can break down complex objectives...

What is DSPy? Build a Text-to-SQL App with Python

LLM Workflows

Building applications with LLMs feels like an art form. We spend hours crafting the perfect prompt, tweaking the words, but it breaks when we switch models or update our use case. This trial-and-error manual approach to ...

What is Dify? Complete AI Bot Building Tutorial

Cloud & Full-Stack AI

Dify is an open-source platform that empowers users to build AI-native applications, such as chatbots, agents, and Q&A systems, using a visual, no-code or low-code interface. It integrates seamlessly with LLMs like OpenA...

What is GPT 5: OpenAI's Latest Model Explained

LLM Workflows

OpenAI has released GPT 5, marking a significant upgrade from previous ChatGPT models. In this article, we'll explore its features and test prompts, compare it with earlier models, and even build a game using GPT-5.

What is Grok 4.1? Features, Emotional Intelligence & How to Access

Generative AI Foundations

Grok 4.1 is xAI's latest large language model, released four months after Grok 4. This update prioritizes conversational quality and usability improvements.

What is LiteLLM and How to Use it

Cloud & Full-Stack AI

LiteLLM is an open-source Python library that acts as a unified interface for Large Language Models (LLMs). It allows us to connect with multiple AI providers such as OpenAI, Anthropic, Google Gemini, Mistral, Cohere, an...

What is OpenRouter? A Guide with Practical Examples

Cloud & Full-Stack AI

OpenRouter is a platform that gives developers access to hundreds of large language models(LLMs) through a single API. Instead of maintaining separate integrations for OpenAI, Anthropic, Mistral, Google, and dozens of ot...

What is Retrieval-Augmented Generation (RAG) in AI?

LLM Workflows

Retrieval-augmented generation(RAG) is the process of retrieving relevant documents for a user query, augmenting the documents with the query, and passing it to a large language model(LLM) for generating accurate outputs...

What is Streamlit? A Complete Guide for Building Data Apps

Cloud & Full-Stack AI

Have you ever considered writing a few lines of Python and instantly turning them into a live, interactive web app? No JavaScript, no CSS, and no complicated front-end frameworks, just Python.

What is a Vector Database in AI? How They Work

LLM Workflows

This article discusses the basics of vector databases, their working, and applications through an example using ChromaDB.

What is n8n: Build AI Workflows with n8n

AI Agents & Automation

This guide discusses how to create AI workflows in n8n.

Write a Custom Bedtime Story Using ChatGPT

Developer Tools

Are you ready to embark on a magical journey into the realm of storytelling? Imagine being able to create your very own custom bedtime stories, filled with captivating characters, exciting plots, and heartfelt messages. ...

Cursor 2.0: New AI Model Explained

AI Agents & Automation

Cursor 2.0 represents a major update to the AI coding platform. The release centers on Composer, Cursor's first proprietary coding model, and a redesigned interface built around agent workflows. You can now run up to eig...

Cursor vs Windsurf AI: Which AI Code Editor Should You Choose?

AI Agents & Automation

Coding is getting easier thanks to artificial intelligence. Two popular AI coding tools are making waves: Cursor and Windsurf AI. Both help you write code faster and with fewer mistakes, but they work differently.

Dangers of the Black Box

Data visualization

When talking about machine learning,deep learning, and artificial intelligence, people tend to focus on the progress and amazing feats we could potentially achieve. While it is true that these disciplines have the potent...

Detecting Hallucinations in Generative AI

LLM Workflows

Generative AI is a helpful tool that can be used to assist us in a variety of tasks ranging from creating cooking recipes to debugging code and even creating an amazing Dungeons and Dragons scenario! But we need to be co...

Getting Started with Azure OpenAI Service

Cloud & Full-Stack AI

Azure OpenAI is a feature that provides API access to OpenAI's powerful language models such as GPT-4 and GPT-3.5 Turbo. Users can access the service through REST APIs, the Python SDK, or Azure OpenAI Studio. Businesses ...

Getting Started with Databricks

Cloud & Full-Stack AI

Databricks (full name: Databricks Lakehouse Platform) is a unified platform that integrates with cloud storage and allows building, sharing, and maintaining data, analytics, and AI solutions. It allows working with data ...

How do Vision Transformers Work? Architecture Explained

Generative AI Foundations

The transformer architecture was a breakthrough in natural language processing (NLP). Vision transformers adapt the transformer architecture for computer vision tasks by converting an image into a sequence of patches.

How to Set Up n8n Google Sheets Integration

AI Agents & Automation

n8n is an open-source workflow automation tool that helps connect various services in a visual, no-code environment. This tutorial focuses on pairing n8n with Google Sheets to help us automate repetitive spreadsheet work...

Identify Phishing Scams Generated from AI

Developer Tools

In the past few years, generative AI has grown from a specialized branch of computer science worked on by relatively few people, to a whole new branch of the computer industry with the potential of disrupting every aspec...

Introduction to ChatGPT 5

Generative AI Foundations

The realm of Artificial Intelligence (AI) has experienced exponential growth and Natural Language Processing (NLP) is standing at the forefront of this revolution. OpenAI, a leading organization in this field, has played...

LLM Data Security Best Practices

Generative AI Foundations

A Large Language Model (LLM) is an artificial intelligence model designed to comprehend and generate human-like language. LLMs, such as GPT-3 (Generative Pre-trained Transformer 3), are notable examples of this technolog...

LLM Evaluation: Metrics, Benchmarks & Best Practices

LLM Workflows

Large language models (LLMs) have transformed the way we research, write, and code. With their wider adoption, ensuring that the LLM applications are reliable, accurate, and safe to use is also essential. LLM evaluation ...

Setting Parameters in OpenAI

Developer Tools

Welcome to our comprehensive guide on setting parameters in ChatGPT! If you are intrigued by the potential of AI (Artificial Intelligence) and looking to delve deeper into customizing your interactions with ChatGPT, you ...

Top AI Agent Frameworks in 2025

AI Agents & Automation

Artificial intelligence (AI) is moving beyond single-task models into systems that can plan, reason, and act on our behalf. These systems, called AI agents, rely on specialized frameworks that handle memory, orchestratio...

Training Set vs Validation Set vs Test Set

Machine learning

Inmachine learning, data is everything. However, just having data isn’t enough — how we divide it can make or break our model’s performance. This is where the concepts of training set, validation set, and test set come i...

Translate Code into Different Languages with ChatGPT

Developer Tools

Translating code from one programming language to a different one is a necessary task. This can be because you stumble upon code in a different programming language or need to translate a codebase from one language to an...

Travel Made Easy: Planning a Trip with ChatGPT

Generative AI Foundations

Planning a trip can often be a challenging process filled with uncertainty and countless hours of research. Deciding where to go, what to see, when to travel, and making necessary preparations can seem like daunting task...

Understanding Neural Networks and Their Components

Generative AI Foundations

In the age of deep learning and generative AI, neural network models are at the forefront of innovation. We use neural networks to build deep learning applications for tasks like image recognition, text classification, a...

Vercel vs Netlify: Which One Should You Choose?

Cloud & Full-Stack AI

In today's fast-paced web development environment, choosing the right deployment platform can significantly impact your workflow, scalability, and overall developer experience. Two of the most popular options available a...

What is GitHub Copilot?

Developer Tools

GitHub Copilot is not your ordinary code autocomplete tool. It is a revolutionary coding assistant powered by artificial intelligence (AI) that can transform the way we write code. In this section, we'll delve into the c...

What is Reinforcement Learning? With Examples

AI Agents & Automation

Reinforcement learning (RL) is a machine learning approach where an AI agent learns to make optimal decisions through trial and error, receiving rewards for good actions and penalties for bad ones. Imagine teaching a dog...

What is a Multi-Agent System (MAS) in AI?

AI Agents & Automation

Modern AI faces complex problems such as coordinating global supply chains, balancing energy across smart grids, etc., that a single system can't handle. The reason being one agent can't process and act on all that infor...

Write a Cover Letter with ChatGPT

Developer Tools

Welcome to this guide on creating a standout cover letter with the help of ChatGPT, tailored for job seekers looking to make a strong impression in the competitive job market. In the age of digital applications, a well-c...