Creating an Art Recommender from the Ground Up Using CLIP and ChromaDB
A guide to turning art images into CLIP embeddings and storing them in ChromaDB for semantic similarity search in a recommender system.
CLIP
CLIP: Linking language and visual data
CLIP is a neural network that learns visual concepts through natural language supervision rather than fixed-label datasets. Like GPT-2 and GPT-3's zero-shot capabilities in language, CLIP accepts cate…