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I'm guessing you're not storing the CLIP for every single frame, instead of every second or so? Also, are you using the cosine similarity? How are you finding the nearest vector?


I split per scene using pyscenedetect and sampled from each. Distance is via cosine similarity- I fed it into qdrant




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