Natural Language Video Search

Search video files using natural language queries powered by Gemini Embedding 2's native video-to-vector embedding.

What This Skill Does

This skill lets you index video files (dashcam footage, security camera recordings, any mp4) into a local vector database, then search them by describing what you're looking for in plain English. The top match is automatically trimmed and saved as a clip.

For Tesla dashcam footage, an optional telemetry overlay can burn speed, GPS, location, and turn signal data onto trimmed clips.

Setup

Requires uv and Python 3.11+.

Clone and install:

Installs

Source

skills.volces.c…o-search

First Seen

Apr 2, 2026