> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/curator/llms.txt.
> For full documentation content, see https://docs.nvidia.com/nemo/curator/llms-full.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.

***

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

***

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

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

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

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