Windows Semantic Search(1) - 1
  • Microsoft is rolling out Semantic Search to Windows Insiders Beta in the Preview Build 26120.3585.
  • Local Semantic Search is integrated into the Start menu and Settings and can search contextually across various supported file formats.
  • Semantic Search uses the NPUs in Copilot+ PCs, therefore it’s exclusive to the same.

Among other smart AI features Microsoft revealed to be coming soon back in October, Semantic search was the most intriguing. The Redmond giant says it makes it easier for users to search for files, settings, and apps. But the exact timeline of its release was still unknown, until today. After a long wait, Semantic search is finally rolling out to Windows.

In a blog post , Microsoft has announced that Local Semantic Search and Cloud Search are rolling out to Windows 11 Insiders Beta channel, in the Preview Build 26120.3585 (KB5053644) . Local Semantic Search understands the context and lets users search for documents and images by just typing the related words.

Windows Semantic Search feature in Files search - 2

Image Credit: Microsoft

For example, you could type “landscape greenery” and the feature will pull up all the landscape images containing greenery. This should make searching a bit less taxing on Windows users and also save time. Similarly, you can contextually search in the Settings app. This will pull up a relevant suggestion for the phrase you type.

Windows 11 Semantic Search in Taskbar search - 3

Image Credit: Microsoft

Searching the phrase “Change my theme” will suggest “Themes and related settings,” “Screen saver,” etc. Semantic Search has also been integrated into the cloud , meaning you could search with the same phrases, and if you have OneDrive enabled, the search will pull up all the matching files. In many ways, this has a lot in common with the Settings Search feature on the new Galaxy S25 series ( review ) which uses Galaxy AI to decipher natural language from your input and helps you change specific settings on the device.

Windows Settings semantic search result - 4

Image Credit: Windows

Unfortunately, Semantic Search is exclusive to Copilot+ PCs . It supports Chinese, English, French, German, Japanese, and Spanish and supports file TXT, PDF, DOCX, DOC, RTF, PPTX, PPT, XLS, XLSX, JPG, JPEG, PNG, GIF, BMP, and ICO file formats.

Can Semantic Search Finally Fix Windows Search Issues?

Windows users like a lot of things, but its native search functionality isn’t one of them. Most users complain it’s extremely slow and defeats the whole purpose of finding apps and files “quickly”. It’s one of the reasons Windows users resort to installing Start menu alternatives like Startisback.

While some suggest the issue is fixed when the indexing is changed from Classic to Enhanced in Settings, the slowness still remains a major issue. We’ve all had our moments where we find the app we’re looking for with three letters, but impulsively typing the fourth makes the app disappear into oblivion.

Windows Indexing settings classic and enhanced - 5

Similarly, Start is bloated with Bing web results, which makes things even slower sometimes when Windows search lags and confuses your query with a search result. Fortunately, there are multiple ways to remove Bing search from Start menu .

With Local Semantic search using the powerful NPUs in Copilot+ PCs , we’re hopeful about Windows search finally improving on them. These NPUs re incredibly fast and if Microsoft leverages them well, it could solve search issues in an instant. However, not all Windows users might get to experience the new search features, as Semantic Search is reserved for Copilot+ PCs.

Abubakar covers Tech at Beebom, with his passion for technology tracing back to 2011 when he received a Dell Inspiron 5100 as a gift. He’s also a passionate advocate for the right-to-repair movement, believing in empowering users to maintain and extend the life of their devices. Outside the tech world, he enjoys watching anime and exploring his newfound enthusiasm for Japanese cars. In his free time, you’ll often find him immersed in Genshin Impact or researching his next gadget purchase. Before joining Beebom, he contributed to leading publications like Android Police, How-To Geek, and Fossbytes.

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