🤖📘🌐 Digital Notebook: AI, Programming, and Personal Projects.

📊 What This Code Does Step Description 1. Load Downloads the model from Hugging Face Hub and automatically exports it to ONNX format. 2. Save Saves both model and tokenizer to a local directory. 3. Quantization Applies AVX512_VNNI optimization — reduces model size by 3–4× and boosts inference speed. 4. Load Optimized Model Loads the… 

The quality of hand generation by neural networks is gradually improving, but the problem of anatomical accuracy still remains. Models often fail to correctly “count” fingers. Instead, they recognize a pattern similar to “a certain number of similar elements placed next to each other.”*) When a neural network tries to fill an area that, based… 

📘 Tutorial: Creating Addons for FreeCAD Lesson Goal: Add icons to buttons and the workbench to make the addon look professional. 🖼 Part 1. Supported Icon Formats FreeCAD supports: 💡 Icons should be simple, contrasting, and recognizable even at a small size (16×16 or 24×24 pixels). 📁 Part 2. Icon Folder Structure Inside your addon’s… 

📘 Tutorial: Creating Addons for FreeCAD Lesson Goal: Make the “Box Builder” addon remember the last entered dimensions and restore them on the next launch. 💾 Part 1. How FreeCAD stores settings? FreeCAD provides a built-in mechanism for storing user parameters — through the Parameter Manager. It works with a hierarchical parameter database, similar to… 

📘 Tutorial: Creating Addons for FreeCAD Lesson Goal: Create a window with fields for entering length, width, and height, and build a box with these parameters by clicking a button. 🖼 Part 1. How GUI works in FreeCAD? FreeCAD uses PySide — a Python wrapper over the Qt library (the same one used in Blender,… 

📘 Tutorial: Creating Addons for FreeCAD Lesson Goal: Learn to create solid bodies (boxes, cylinders) via Python, understand the FreeCAD document structure, and create an addon that builds a parametric part. 🧱 Part 1. How is a document structured in FreeCAD? Before creating objects, it’s important to understand the data hierarchy in FreeCAD: 💡 You… 

📘 Tutorial: Creating Addons for FreeCAD Lesson Goal: Create a simple addon that adds a new workbench with a button, and displays a message when clicked. 📁 Step 1. Preparing the Addon Folder Make sure you have the folder: If not, create it. 💡 The folder name is important: it must match the module name… 

📘 Tutorial: Creating Addons for FreeCAD Lesson Goal: Set up everything necessary to create, test, and debug addons effortlessly. 🔧 Step 1. Make sure you have FreeCAD installed Requirements: 👉 If you don’t have FreeCAD yet, download it from the official website:🔗 https://www.freecad.org/downloads.php Choose: 💡 Tip: For learning, it’s better to use an installed version… 

Lesson Goal: Prepare the addon for distribution, create metadata, and publish it on GitHub so that any FreeCAD user can install it with a single click.

You’ve decided it’s time for your website to speak multiple languages. Excellent idea! This will expand your audience and improve your search engine rankings. One of the most professional and convenient ways to do this is by using subdomains. Here’s what it looks like: This approach is favored by search engines (like Google) and is… 

Description The MCP PowerShell Server is a server that implements the Model Context Protocol (MCP) for executing PowerShell scripts. The server operates in STDIO mode and provides tools for the secure execution of PowerShell commands through a standardized interface. Architecture Main Components File Structure Functions ConvertFrom-JsonToHashtable Purpose: This function converts a JSON string into PowerShell… 

1. Overview mcp-powershell-http.ps1 is a standalone HTTP server written in PowerShell, designed to securely execute PowerShell scripts remotely. It functions as a “bridge” between an external client (e.g., an AI assistant) and the local PowerShell environment, using the JSON-RPC 2.0 protocol for communication. Key Features: 2. Running and Configuration Requirements: Command-Line Parameters: Parameter Type Description… 

Installation and Setup Prerequisites Initial Setup Choosing an Operating Mode: HTTP vs. STDIO Before diving into the details, it’s important to understand which of the two server operating modes is right for you. The choice depends on how and from where you plan to send commands. When to use HTTP mode? Choose HTTP if you… 

An MCP (Model Context Protocol) server for executing PowerShell scripts, supporting both HTTP and STDIO modes of operation. Description The MCP PowerShell Server allows AI assistants to execute PowerShell commands and scripts via the standardized MCP protocol. The server supports two modes of operation: Which mode to choose: HTTP or STDIO? The choice between mcp-powershell-http.ps1…