Can you dynamically update the pickle file?

[ntnz]

In my implementation I'm dynamically updating the facial database fairly often. When running find(), I think it warns me to delete the pickle each time I add to the database:

⚠️  Representations for images in <PATH> folder were previously stored in representations_vgg_fae.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.

Doing this means the next time the database is used, it regenerates the pickle, which seems resource intensive.

Is there a way to dynamically update the pickle instead of regenerating the entire thing each time?

[serengil]

Cons of updating pickle instead of re-create is that if an image is updated with same name, then we will still use its old embedding. That is why, I prefer to expect user to delete that pickle manually.