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---
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title: Advanced search
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description:
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On device machine learning in Ente for face and natural language search
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---
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# Advanced search
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> [!NOTE]
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>
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> This document describes a beta feature that will be present in an upcoming
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> release.
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Ente supports on device machine learning. This allows you to use the latest
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Ente supports on-device machine learning. This allows you to use the latest
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advances in AI in a privacy preserving manner.
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* You can search for your photos by the **faces** of the people in them. Ente
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- You can search for your photos by the **faces** of the people in them. Ente
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will show you all the faces in a photo, and will also try to group similar
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faces together to create clusters of people so that you can give them names,
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and quickly find all photos with a given person in them.
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* You can search for your photos by typing natural language descriptions of
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them. For example, you can search for "night", "by the seaside", "the red
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motorcycle next to a fountain", etc. Within the app, this ability is
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sometimes referred to as **magic search**.
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- You can search for your photos by typing natural language descriptions of
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them. For example, you can search for "night", "by the seaside", or "the red
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motorcycle next to a fountain". Within the app, this ability is sometimes
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referred to as **magic search**.
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* We will build on this foundation to add more forms of advanced search.
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- We will build on this foundation to add more forms of advanced search.
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You can enable face and magic search in the app's preferences on either the
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mobile app or the desktop app.
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@@ -31,10 +39,11 @@ app is fast enough to easily and seamlessly index the new photos that you take.
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> [!TIP]
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>
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> Even for the initial indexing, you don't necessarily need the desktop app, it
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> just will be a bit faster.
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> Even for the initial indexing, you don't necessarily need the desktop app, it
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> just will be a bit faster.
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The indexes are synced across all your devices automatically using the same end-to-end encypted security that we use for syncing your photos.
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The indexes are synced across all your devices automatically using the same
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end-to-end encypted security that we use for syncing your photos.
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Note that the desktop app does not currently support modifying the automatically
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generated face groupings, that is only supported by the mobile app.
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