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## Introducing Jockey (research preview)

Jockey is now available in research preview. Use Jockey for reasoning across entire collections of videos and images.

**What you can do**

* Summarize the themes, subjects, and patterns across your videos and images
* Search your videos and images and see why each result matches
* Track a subject across multiple videos
* Organize and categorize your videos and images
* Assemble matching moments into highlight reels

For more use cases, see the [Recipes](/v1.3/agents/recipes) section.

**Get started**

To use Jockey, upgrade to the latest version of the Python or Node.js SDK:

**`Python SDK`**

```sh Python SDK
pip install --upgrade twelvelabs
```

**`Node.js SDK`**

```sh Node.js SDK
npm install twelvelabs-js@latest
```

For step-by-step instructions, see the [Quickstart](/v1.3/agents/get-started/quickstart) page.

**Coming from Models?**

For individual videos, Models remain available with dedicated Search, Analyze, and Embed APIs. To compare the two and plan a migration, see the [Migrate from Models](/v1.3/agents/get-started/migrate-from-models) page.