@github.awesome · Github Awesome
Saved 2026-05-15 · Posted 2026-03-25 · Status: New
Scrubbing through hours of dashcam footage to find one specific moment is exactly as tedious as it sounds. SentrySearch is a Python CLI that lets you search raw MP4 files in plain English. Powered by Google's Gemini Embedding model, it scans the video directly without needing transcripts. Type "red truck cuts me off" or "deer runs across the road" and it finds the exact moment and auto-trims the clip with ffmpeg.
https://github.com/ssrajadh/sentrysearch
#github #opensource
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Comments (8)
The cost of gemini embedding 2 model for video is 0.00079 per frame. So considering the least 24fps video one hour of footage will cost you around 68 dollars per hour of footage; if fed directly.
So it’s super expensive because you’re running all the video through Gemini?
Sounds token heavy
Is it just a RAG with chuncks of video?
This is really useful, but also looks like its token heavy, if we can use local models that would be fine if we can run it locally that is
Amazing but hooooly... Most be extremely heavy
Why wirh gemini why not use on device Lllm what a waste of tokens
This is cool and easy, in my case , best feature is that, you can talk to telegram bot, and it will provide you the exact length file whenever you ask for it.. . Check out @inchtube youtube ,,videos there are made exactly using this concept.