search process Archives

Winsage

May 16, 2025

How to get started with Semantic Indexing on Windows 11

Semantic Indexing is an AI-driven feature in Windows 11 that enhances search functionality using Natural Language Processing (NLP) to interpret the context and intent behind search queries. It allows users to search for files, settings, and content using conversational language rather than exact keywords. Semantic Indexing is integrated into various components of Windows 11, including File Explorer, the Start menu, and the Taskbar search box. It requires a Neural Processing Unit (NPU) and is available on Copilot+ PCs starting with the May 2025 security update. Users can verify its activation by checking for specific AI components in the settings. The feature supports various file formats such as images and documents and is compatible with several languages, including English and Spanish. The rollout of these enhancements will occur gradually.

Winsage

April 11, 2025

Windows 11’s controversial Recall feature could soon arrive for Copilot+ PCs – I just hope Microsoft’s tightening of its privacy is up to scratch

Microsoft is testing its Recall feature for Windows 11 in the Release Preview channel with build version 26100.3902. Recall is designed for Copilot+ PCs with powerful neural processing units (NPUs) and will initially support English, Chinese (Simplified), French, German, Japanese, and Spanish. The feature uses AI to analyze screenshots of user activity, allowing for natural language searches. Microsoft has implemented security measures like Windows Hello sign-in to address privacy concerns. Recall is expected to be available in early 2025 in most markets, but not in Europe during the initial rollout, due to data regulations.

Tech Optimizer

April 11, 2025

Announcing pgvector 0.8.0 support in Aurora PostgreSQL

Amazon Aurora PostgreSQL-Compatible Edition has integrated support for pgvector 0.8.0, an open-source extension for storing vector embeddings in databases, enhancing its capabilities for generative AI applications, particularly in semantic search and retrieval-augmented generation. The new version improves the PostgreSQL query planner's index selection, elevating query performance and search result quality. It refines data filtering through WHERE clauses and joins, and features iterative index scans to prevent overfiltering, ensuring sufficient query results. Additionally, pgvector 0.8.0 enhances performance for searching and constructing HNSW indexes. This version is available in Amazon Aurora clusters on PostgreSQL versions 16.8, 15.12, 14.17, and 13.20 or higher, across all AWS Regions except China. Users can upgrade by modifying their DB cluster settings.

Winsage

March 26, 2025

Windows 11 Just Made Copilot+ Smarter

Microsoft announced a new search feature for Copilot+ PCs that allows users to locate files by descriptions rather than just names. This semantic indexing capability works alongside traditional file indexing on Intel and AMD devices and can be used across platforms like File Explorer, the Windows search box, and Settings. Users can search for files by describing them, such as typing “bridge at sunset” to find an image or “Europe trip budget” for a document. The feature operates offline on Copilot+ PCs, utilizing the 40+ TOPS Neural Processing Unit (NPU) for enhanced search capabilities.

Winsage

March 25, 2025

Semantic Search Rolls Out to Windows 11, But You Probably Can’t Use It

Microsoft is rolling out its Semantic Search feature to Windows Insiders Beta in Preview Build 26120.3585 (KB5053644). This feature enhances user experience by enabling intuitive searches across files, settings, and applications, integrated into the Start menu and Settings. Users can conduct contextual searches by typing related keywords, retrieving relevant documents and images easily. Semantic Search also extends to the cloud, allowing searches for matching files in OneDrive. It is exclusive to Copilot+ PCs, utilizing advanced Neural Processing Units (NPUs), and supports multiple languages and various file formats.

Winsage

March 25, 2025

Windows 11’s awful search is getting an AI boost soon, and that’s not all

Microsoft is set to release updates for Windows 11, focusing on user experience through artificial intelligence. Two preview builds, Windows 11 Build 26100.3613 and Windows 11 Build 26100.3624, are available to Windows Insiders, with an official rollout expected in April. Key features include: - Introduction of semantic search, allowing users to search using natural language instead of exact keywords, initially available on Snapdragon-powered devices. - Live captions and real-time translation for AMD and Intel Copilot+ PCs, translating spoken content into English, while Snapdragon users can translate English into Chinese. - Enhancements to Voice Access, allowing users to describe commands and adding support for the Chinese language. - New "cards" in the Settings app displaying key specifications like CPU, memory, and storage. - Modifications to Task Manager for tracking CPU utilization. - A new Xbox gamepad keyboard interface for desktop PCs. - An updated emoji interface with a new system tray icon for easier emoji insertion. - Improvements to widgets for better control over lock screen display.

Winsage

March 25, 2025

Windows 11’s Photos app is about to get a big update, and it’s all about AI

The Photos app on Windows 11 is undergoing significant updates, currently available for Windows Insiders in the Release Preview Channel. Key features include Optical Character Recognition (OCR) supporting over 160 languages, allowing users to extract and search text from images. A new "Search in Web" function enables users to find online results for selected text. The update also introduces a Copilot button within the Photos app for image enhancement tips, insights, and framing suggestions. Additionally, new shortcuts in File Explorer provide direct access to AI editing and Visual Search, allowing users to create with Designer and erase unwanted elements. The app now supports JXL files and includes bug fixes for improved performance. Users can enable the "Show subfolders" option to view images and videos from subfolders in the Gallery.

AppWizard

March 4, 2025

Google Play is going to start highlighting apps with widgets

Google has announced enhancements to improve the visibility and usability of widgets on the Google Play Store for Android devices. Key features include a new search filter for locating apps with widget functionality and the introduction of widget badges on app detail pages. A curated editorial page will also be launched to showcase collections of high-quality widgets. These updates aim to enhance user experience and engagement with widgets.

Winsage

February 12, 2025

4 reasons Rainmeter is the best way to customize your Windows PC

Rainmeter is a free tool for Windows 11 that allows users to deeply customize their desktop experience. It fosters community collaboration by enabling developers to create and share skins, which can fundamentally change the aesthetics and functionality of a PC. Users can mix and match a wide variety of skins, each with adjustable .ini files, to create a personalized desktop environment. The platform offers an extensive library of skins and encourages exploration and experimentation, ensuring users remain engaged and can continually enhance their desktop experience.

Winsage

February 3, 2025

Top 10 cool and useful features coming soon to Windows 11

Microsoft is developing several enhancements for Windows 11, with some features currently available in preview builds or requiring activation. 1. Improved Auto HDR: Available to all Windows Insiders, this feature will enable automatic HDR streaming for HDR-capable displays. 2. Small Taskbar Buttons: Code snippets indicate that Microsoft is exploring the return of smaller taskbar buttons, though it is not yet functional. 3. Gamepad Keyboard: Available to Windows Insiders, this feature allows typing using standard gamepad controls. 4. New Start Menu Layouts: Requires activation of hidden feature IDs; new "Category" and "Grid" views are in development. 5. 6 GHz Hotspots: Requires activation of hidden feature IDs; laptops with Wi-Fi 7 support will soon be able to create 6 GHz hotspots. 6. Redesigned Battery Indicator: Available to Windows Insiders in the Dev Channel, this redesign will include battery percentage in the tray area. 7. File Explorer Improvements: Currently turned off, this will allow users to open links in new tabs instead of new windows. 8. New PC Spec Cards: Available for testing in the Insider Program, this feature consolidates essential PC specifications into one location. 9. New Share UI: Requires activation of hidden feature IDs; this will allow users to drag files to a dedicated tray for easy sharing. 10. AI-Powered Windows Search: Available for testing in the Insider Program and requires dedicated hardware, this feature will use natural language processing for easier file searches.