Guide
A Coding Guide to Asynchronous Web Data Extraction Using Crawl4AI: An Open-Source Web Crawling and Scraping Toolkit Designed for LLM Workflows
In this tutorial, we demonstrate how to harness Crawl4AI, a modern, Python‑based web crawling toolkit, to extract structured data from web pages directly within Google Colab. Leveraging the power of asyncio for asynchronous I/O, httpx for HTTP requests, and Crawl4AI’s built‑in AsyncHTTPCrawlerStrategy, we bypass the overhead of headless browsers while still parsing complex HTML via…
The 2025 guide to recycling electronics, beauty empties, and clothing
Table of Contents Table of Contents Table of ContentsHow to recycle electronicsHow to recycle clothes and shoesHow to recycle random household itemsHow to recycle beauty and bathroom stuff When you really think about it, life is just a constant cycle of acquiring new stuff and figuring out what to do with the old stuff. And…
A Step-by-Step Coding Guide to Defining Custom Model Context Protocol (MCP) Server and Client Tools with FastMCP and Integrating Them into Google Gemini 2.0’s Function‑Calling Workflow
In this Colab‑ready tutorial, we demonstrate how to integrate Google’s Gemini 2.0 generative AI with an in‑process Model Context Protocol (MCP) server, using FastMCP. Starting with an interactive getpass prompt to capture your GEMINI_API_KEY securely, we install and configure all necessary dependencies: the google‑genai Python client for calling the Gemini API, fastmcp for defining and…
An In-Depth Guide to Firecrawl Playground: Exploring Scrape, Crawl, Map, and Extract Features for Smarter Web Data Extraction
Web scraping and data extraction are crucial for transforming unstructured web content into actionable insights. Firecrawl Playground streamlines this process with a user-friendly interface, enabling developers and data practitioners to explore and preview API responses through various extraction methods easily. In this tutorial, we walk through the four primary features of Firecrawl Playground: Single URL…
Monster Hunter Wilds: Trophy & Achievement Guide
Monster Hunter Wilds is one of the newest and most impressive additions to the Monster Hunter series, so it’s no surprise that players are already racing to see how fast they can collect all the game’s trophies and achievements. Related Monster Hunter Wilds Complete Guide & Walkthrough All guides for Monster Hunter Wilds in one…
How to Upgrade to Windows 11: A Step-by-Step Guide
If you’re a Windows 10 user, you’re probably wondering how to upgrade to Windows 11 and whether your PC meets the system requirements. Windows 11 brings a fresh, modern interface, performance improvements, and new features. In this guide, we’ll walk you through everything you need to know about upgrading from Windows 10 to Windows 11,…
Manual API Testing with Postman – A Beginner-Friendly Guide – Spritle software
Introduction APIs, or Application Programming Interfaces, are the invisible connectors that let different software systems talk to each other.They make it possible for apps to share data, perform actions, and deliver seamless user experiences.Whether you’re ordering food or checking maps, APIs are working behind the scenes.In this blog, we’ll explore what APIs are, how they…
How to Clean a Motherboard safely (Step-by-Step Guide)
Computers are an integral part of most people’s lives. They rely on them for work, school, and entertainment. So when something goes wrong with their computer, it can be frustrating. One of the most common problems is a dirty motherboard. Over time, dust and dirt can build up on the circuitry and cause problems. If…
Helping Your Clients Achieve NIST Compliance: A Step by Step Guide for Service Providers
Apr 02, 2025The Hacker NewsCompliance / Data Protection Introduction As the cybersecurity landscape evolves, service providers play an increasingly vital role in safeguarding sensitive data and maintaining compliance with industry regulations. The National Institute of Standards and Technology (NIST) offers a comprehensive set of frameworks that provide a clear path to achieving robust cybersecurity practices….
A Comprehensive Guide to LLM Routing: Tools and Frameworks
Deploying LLMs presents challenges, particularly in optimizing efficiency, managing computational costs, and ensuring high-quality performance. LLM routing has emerged as a strategic solution to these challenges, enabling intelligent task allocation to the most suitable models or tools. Let’s delve into the intricacies of LLM routing, explore various tools and frameworks designed for its implementation, and…