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A blog post explaining what image embeddings are, why they are needed, and how they work, with examples and a code walkthrough.
A CLIP-based embedding model hosted on Replicate that generates 768-dimensional embeddings for both images and text using the clip-vit-large-patch14 architecture, costing ~$0.00022 per run.