> Today the app still uses CLIP for embeddings
Have you investigated multimodal embeddings from other models? CLIP is out of date, to put it mildly.
Have you investigated multimodal embeddings from other models? CLIP is out of date, to put it mildly.
Given the importance to your business, it may be worthwhile into finetuning a modern native multimodal model like Gemma 3 to output aligned embeddings, albeit model size is a concern.