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Modern Semantic Search for Images
A how-to article leveraging Python, Pinecone, Hugging Face, and the Open AI CLIP model to create a semantic search application for your cloud photos.
You want to find “that one picture” from several years ago. You remember a few specifics about the setting. Apple Photos doesn’t offer semantic search, and Google Photos is limited to a few predetermined item classifiers. Neither will do well with this kind of search. I’ll demonstrate the issue with two unusual …