Break Out of Loops With Python’s break Keyword

In Python, the break statement lets you exit a loop prematurely, transferring control to the code that follows the loop. This tutorial guides you through using break in both for and while loops. You’ll also briefly explore the continue keyword, which complements break by skipping the current loop iteration. By the end of this video course, you’ll understand that: A break in Python is a keyword that lets you exit a loop immediately, stopping further iterations. Using break outside of […]

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Quiz: How to Serve a Website With FastAPI Using HTML and Jinja2

Interactive Quiz ⋅ 5 QuestionsBy Martin Breuss Share In this quiz, you’ll test your understanding of building dynamic websites with FastAPI and Jinja2 Templates. By working through this quiz, you’ll revisit how to return HTML with HTMLResponse, serve assets with StaticFiles, render Jinja2 templates with context, and include CSS and JavaScript for interactivity like copying hex color codes. If you are new to FastAPI, review Get Started With FastAPI. You can also brush up on Python functions and HTML and […]

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How to Serve a Website With FastAPI Using HTML and Jinja2

By the end of this guide, you’ll be able to serve dynamic websites from FastAPI endpoints using Jinja2 templates powered by CSS and JavaScript. By leveraging FastAPI’s HTMLResponse, StaticFiles, and Jinja2Templates classes, you’ll use FastAPI like a traditional Python web framework. You’ll start by returning basic HTML from your endpoints, then add Jinja2 templating for dynamic content, and finally create a complete website with external CSS and JavaScript files to copy hex color codes: To follow along, you should be […]

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MMCTAgent: Enabling multimodal reasoning over large video and image collections

Modern multimodal AI models can recognize objects, describe scenes, and answer questions about images and short video clips, but they struggle with long-form and large-scale visual data, where real-world reasoning requires moving beyond object recognition and short-clip analysis. Real-world reasoning increasingly involves analyzing long-form video content, where context spans minutes or hours, far beyond the context limits of most models. It  

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Python Operators and Expressions

Python operators enable you to perform computations by combining objects and operators into expressions. Understanding Python operators is essential for manipulating data effectively. This video course covers arithmetic, comparison, Boolean, identity, membership, bitwise, concatenation, and repetition operators, along with augmented assignment operators. You’ll also learn how to build expressions using these operators and explore operator precedence to understand the order of operations in complex expressions. By the end of this video course, you’ll understand that: Arithmetic operators perform mathematical calculations […]

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BlueCodeAgent: A blue teaming agent enabled by automated red teaming for CodeGen AI

Introduction Large language models (LLMs) are now widely used for automated code generation across software engineering tasks. However, this powerful capability in code generation also introduces security concerns. Code generation systems could be misused for harmful purposes, such as generating malicious code. It could also produce bias-filled code reflecting underlying logic that is discriminatory or unethical. Additionally, even when completing benign tasks, LLMs may inadvertently  

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Python 3.14 Released and Other Python News for November 2025

Python 3.14 is out now, bringing t-strings, deferred annotations, better error messages, and plenty more to explore. As developers start adopting the new version, Python 3.15 begins its alpha phase, and Python 3.9 officially retires. Meanwhile, Django 6.0 enters beta, new PEPs propose lazy imports and changes to the assert syntax, and the PSF makes waves with a notable funding decision. Here’s what’s been happening in the world of Python! Python Releases Last month’s headline news was the release of […]

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When industry knowledge meets PIKE-RAG: The innovation behind Signify’s customer service boost

As a world leader in connected LED lighting products, systems, and services, Signify (formerly Philips Lighting) serves not only everyday consumers but also a large number of professional users who have stringent requirements for technical specifications and engineering compatibility. Faced with thousands of product models, complex component parameters, and technical documentation spanning multiple versions, delivering accurate, professional answers efficiently has become  

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Quiz: Python MarkItDown: Convert Documents Into LLM-Ready Markdown

Interactive Quiz ⋅ 8 QuestionsBy Leodanis Pozo Ramos Share In this quiz, you’ll test your understanding of the Python MarkItDown: Convert Documents Into LLM-Ready Markdown tutorial. By working through this quiz, you’ll revisit how to install MarkItDown, convert documents to Markdown for your LLM workflows, and more. The quiz contains 8 questions and there is no time limit. You’ll get 1 point for each correct answer. At the end of the quiz, you’ll receive a total score. The maximum score […]

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Python MarkItDown: Convert Documents Into LLM-Ready Markdown

The MarkItDown library lets you quickly turn PDFs, Office files, images, HTML, audio, and URLs into LLM-ready Markdown. In this tutorial, you’ll compare MarkItDown with Pandoc, run it from the command line, use it in Python code, and integrate conversions into AI-powered workflows. By the end of this tutorial, you’ll understand that: You can install MarkItDown with pip using the [all] specifier to pull in optional dependencies. The CLI’s results can be saved to a file using the -o or […]

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