---
title: "Semantic search across videos"
sidebarTitle: "Video Search"
description: "Embed video with V-JEPA and search it by similarity."
---

Builds a video search application on V-JEPA (Video Joint Embedding Predictive
Architecture). Generates vector embeddings for video content and uses
[vector search](/search/vector-search) to find visually similar clips -- a
multimodal case where the searchable column is not text.

<Note>
This example is a runnable notebook in the
[vectordb-recipes](https://github.com/lancedb/vectordb-recipes) repository rather than a page here.
</Note>

<CardGroup cols={2}>
  <Card title="Open in Colab" icon="google" href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/v-jepa-video-search/intra-video.ipynb">
    Run it end to end in the browser.
  </Card>
  <Card title="View on GitHub" icon="github" href="https://github.com/lancedb/vectordb-recipes/tree/main/examples/v-jepa-video-search">
    Read the source.
  </Card>
</CardGroup>