Aicono

Aicono is a Windows application that employs artificial intelligence models to automatically categorize and organize desktop icons. The software analyzes the names and file types of shortcuts, groups them into logical categories, and arranges them on the desktop using a spatial algorithm that prevents overlaps. Users can preview the proposed layout before applying it.

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• Automatic AI-Powered Grouping. Aicono's core function processes desktop icons using a language model. The system examines each shortcut's name and file type to infer its purpose. Based on this analysis, it assigns each icon to a category such as "Work," "Games," "Utilities," or "Media." This process replaces manual user sorting.
• AI Model Selection. The software allows configuration of the AI engine used for classification. It includes built-in support for the Llama model. It offers compatibility with Ollama for running alternative local models. Additionally, a custom endpoint can be specified to integrate external AI services or user-developed models.
• Spatial Distribution Algorithm. After categorization, a dedicated algorithm calculates the position of each icon group on the desktop. This algorithm considers the dimensions of the defined workspace and the number of icons in each group. It ensures an orderly arrangement, maintaining a uniform distance between icons and preventing them from overlapping each other or the screen edges.
• Customizable Area Definition. Users can restrict icon organization to a specific region of the desktop. This area is configured using coordinates in a JSON file. This feature ensures icons are placed only within the established boundaries, allowing users to reserve desktop zones for other visual elements or fixed shortcuts.
• Visual Preview (WYSIWYG). Before confirming changes, Aicono presents a preview window showing the proposed icon distribution. This view accurately represents the final positions the groups will occupy on the actual desktop. It allows the user to evaluate and adjust the configuration without applying modifications to the file system.
• Portable Operation. The software is distributed as a standalone executable application. It does not require an installation process on the operating system. It can be run directly from a USB drive or any folder on the hard drive, without leaving persistent settings in the Windows registry or system directories.
• Analysis Caching System. To speed up repetitive operations, Aicono implements a caching mechanism. It saves the results of icon analysis and their categorization. During subsequent scans with a similar desktop configuration, the software uses this stored data, reducing processing time and AI model usage.
• Desktop Change Detection. The application monitors the user's desktop state. It is designed to respond to events such as the addition of new icons or the removal of existing ones. This feature facilitates maintaining the established order, allowing quick reorganizations when the desktop setup is modified.
• Configuration via JSON File. Aicono's operational parameters are managed through a configuration file in JSON format. This file contains definitions for the organization area, AI model selection, and other settings. Advanced users can edit this file directly to customize the software's behavior.
• Activity Logging. During its execution, Aicono generates a detailed log of its operations. This log documents each stage of the process: icon detection, AI model query, layout calculation, and change application. It provides information for diagnosing issues or optimizing performance.
• Local Data Processing. The application performs icon analysis and categorization locally on the user's machine. When used with models like Ollama, data is not transmitted to external servers. This approach preserves the privacy of information contained in file names and shortcuts.
• Unified Graphical Interface. All of Aicono's functionalities are controlled from a single application window. This interface integrates the start analysis button, AI model selection, preview panel, and controls for applying changes. It presents a linear workflow for the user.

Aicono's development began in 2024. The software was created by Tetramatrix. The program is written in the Python programming language and uses graphical libraries to create the user interface on Windows systems. The application is distributed as a compiled executable for ease of use without prior runtime environment requirements.

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