duplo VS immich

And if you just want to go by the pixel data, look into "perceptual hashing". https://github.com/rivo/duplo works quite well for me, even when dealing with watermarks or slight colour processing / sharpening. You could even go further and improve your success rate with Neural Hash or something similar.

I looked at that library, but I would switch to another one. The author does like his loops in loops in loops in loops a lot. Perhaps : https://github.com/rivo/duplo is more usable?

It really is hard to leave Gmail when all of your data has been conveniently stored therein. This is one of Google's retention strategies and it is indeed brilliant.

That said, there's a vast number of self-hosted alternatives like Stalwart Mail (email) [1], Immich (images) [2], NextCloud (Google Docs) [3], etc.

[1] https://stalwa.rt

[2] https://immich.app

[3] https://nextcloud.com/

Last year we added CLIP-based image search to https://immich.app/ and even though I have a pretty good understanding of how it works, it still blows my mind damn near every day. It's the closest thing to magic I've ever seen.

I’m a big fan of https://immich.app/ and I use it every day for thousands of assets

Real-world applications often require complex queries that go beyond simple Approximate Nearest Neighbor (ANN) search. To explore a practical example of such applications, let's take a closer look at immich, a self-hosted photo and video backup solution that highlights the importance of advanced vector and traditional relational queries.

I discovered these 3 amazing projects recently:

Cryptpad, essentially google docs/sheets/forms e2e encrypted. It does include collaboration. https://github.com/cryptpad/cryptpad

Immich, google photos self hostable, with share options https://github.com/immich-app/immich

Nginxproxymanager manages certificates and proxies to self hosted stuff through nginx https://github.com/NginxProxyManager/nginx-proxy-manager

Great self hosting stuff!

I realize it's very hard, but can we maybe reconsider opening the encryption-at-rest feature request? https://github.com/immich-app/immich/issues/450

Maybe we can give temporary access to processing steps in the pipeline, then have Immich forget the keys after it does the processing?