AI article
Why your video search keeps returning the wrong scene
Community description: Your search usually returns the wrong scene because of how the video was cut up before it was...
Dev.to | Oct 15, 2026 | Ethan Steininger
Automated excerpt
If you embed one vector per whole video, every query returns the same file. A scene can span many shots, like a conversation cutting between two angles. One embedding per scene, stored with its start and end time.
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