This tool is pretty badass—it lets you directly search for scenes within videos, making it super convenient to check all kinds of surveillance footage. The best part? You can even clip the video. For example, just type something like 'red truck running a stop sign' in the terminal, and it’ll automatically locate the scene and precisely cut out those few seconds of video for you. No more painfully staring at the screen while fast-forwarding—goodbye to that annoying process. The project’s environment compatibility is spot on. If you want to keep things simple, you can integrate with the Gemini API. If privacy is a concern, you can run it locally on your Mac or an Nvidia machine. The creator even thoughtfully included 4-bit quantization support by default, so it works even if your VRAM is limited. Want the link? Check the comments