How it Works
notslop.top is a semantic imageboard. Instead of traditional threads, posts are connected by their latent meaning.
Architecture
User Message
"Strawberries are goated"
Embedding Model
[0.123, -0.456...]
Vector Database
5 most semantically similar messages
Display Messages
Every message is converted into a vector. We verify uniqueness by checking if a similar message already exists. If unique, it's stored and matched against the hive mind.