> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/curator/latest/curate-video/tutorials/pipeline-customization/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/curator/_mcp/server.

> Advanced tutorials for customizing NeMo Curator video pipelines including adding custom code, models, stages, and environments

# Video Pipeline Customization Tutorials

Use the tutorials in this section to learn how to customize video pipelines using NeMo Curator.

You can customize the **environments**, **code**, **models**, and **stages** used in NeMo Curator pipelines.

## Before You Start

Before you begin customizing NeMo Curator pipelines, make sure that you have:

* Reviewed the [pipeline concepts and diagrams](/about/concepts/video).
* A working NeMo Curator development environment.
* Reviewed the [container environments](/reference/infra/container-environments) reference.

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> **Tip**
>
> Tutorials are organized by complexity and typically build on one another.

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#### [Add Custom Environment](/curate-video/tutorials/pipeline-customization/add-cust-env)

Learn how to create and configure custom environments for your video pipelines, including setting up dependencies and runtime configurations.
container
environments

#### [Add Custom Code](/curate-video/tutorials/pipeline-customization/add-cust-code)

Learn how to extend pipeline functionality by adding custom code modules, including data processing scripts and utility functions.
container code

#### [Add Custom Model](/curate-video/tutorials/pipeline-customization/add-cust-model)

Learn how to integrate custom machine learning models into your video pipelines, including model loading, inference, and optimization.
container models

#### [Add Custom Stage](/curate-video/tutorials/pipeline-customization/add-cust-stage)

Learn how to create and integrate custom pipeline stages to add new processing capabilities to your video curation workflow.
container environments code models stages

> Advanced tutorials for customizing NeMo Curator video pipelines including adding custom code, models, stages, and environments