I am the developer of a file manager called Ritt (https://ritt.app), a tag-centric file manager built for Windows 10/11. It combines the simplicity of a file manager with the power of a Digital Asset Management solution. It is designed to organize large volumes of images, videos and documents. It has the following features:
- Fast and batch tagging of files
- Create tags from File Explorer tags (keywords)
- Auto Tag image files with AI
- Searchable notes for files and folders
- Option to tag folders instead of directly tagging files
- Retrieval with tag intersection and exclusion
- Advanced search by combining tags using logical operations
- Link related files and folders
- Powerful built-in previewer, hover over video to scrub
- Sync tags across machines
- Scripting support
Ritt has free and paid tiers. Please check it out if this interests you!