# How to Deploy Using GitHub Actions with Gradient Deployments

Paperspace Deployments are containers-as-a-service that allow you to run container images and serve machine learning models using a high-performance, low-latency service with a RESTful API.

You can use the Paperspace Deploy GitHub Action and the following example to deploy an app on Paperspace or create a whole CI/CD workflow to build, push, and deploy a container image.

[Paperspace Deploy Action Repo](https://github.com/Paperspace/deploy-action)

[Paperspace Deploy Action Example](https://github.com/joshua-paperspace/ps-deploy-action-example)

[GitHub Marketplace Paperspace Deploy Action](https://github.com/marketplace/actions/paperspace-deploy)