rclip is a command-line semantic photo search tool powered by OpenCLIP's top-performing ViT-B/32 model. Search a local photo library with natural-language queries, similar image search, or mixed text and image queries directly from the terminal. It builds on the CLIP architecture introduced by OpenAI.
Usage: cd photos && rclip "search query"
The first time you run rclip in a directory, it extracts features from your images to build the search index. How long this takes depends on your CPU and the number of images you search. It took about a day to process 73,000 photos on a NAS with an old Intel Celeron J3455.
For a detailed demonstration, watch the video: https://www.youtube.com/watch?v=tAJHXOkHidw.
You can also use an image as the query by passing a file path or image URL. You can also combine and subtract image and text queries. Check out the project's README on GitHub for more usage examples: https://github.com/yurijmikhalevich/rclip#readme.
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Snaps are applications packaged with all their dependencies to run on all popular Linux distributions from a single build. They update automatically and roll back gracefully.
Snaps are discoverable and installable from the Snap Store, an app store with an audience of millions.
On Arch Linux, snap can be installed from the Arch User Repository (AUR). The manual build process is the Arch-supported install method for AUR packages, and you’ll need the prerequisites installed before you can install any AUR package. You can then install snap with the following:
git clone https://aur.archlinux.org/snapd.git
cd snapd
makepkg -si
Once installed, the systemd unit that manages the main snap communication socket needs to be enabled:
sudo systemctl enable --now snapd.socket
If AppArmor is enabled in your system, enable the service which loads AppArmor profiles for snaps:
sudo systemctl enable --now snapd.apparmor.service
To enable classic snap support, enter the following to create a symbolic link between /var/lib/snapd/snap and /snap:
sudo ln -s /var/lib/snapd/snap /snap
Either log out and back in again, or restart your system, to ensure snap’s paths are updated correctly.
To install rclip, simply use the following command:
sudo snap install rclip
Browse and find snaps from the convenience of your desktop using the snap store snap.
Interested to find out more about snaps? Want to publish your own application? Visit snapcraft.io now.