What is Datature's Management API?

Datature constantly strives to make MLOps accessible for all users, from individual developers to large enterprises with established codebases. With that in mind, one of the tools we are making accessible is our Management API, which allows you to easily perform general interactions at all the essential steps of the MLOps pipeline just through REST API requests.

The main function categories are as follows:

Function Category	Description
Project Management	This gives you the essential functions to getting and changing basic information about your project.
Annotation Management	This deals with the upload and retrieval of annotations stored on the Nexus platform.
Asset Management	This deals with the upload, retrieval, download, and removal of assets on the Nexus platform.
Workflow Management	This controls the retrieval of created workflows on the platform.
Model Training Management	This allows users to start and monitor trainings without going on the platform.
Artifact Management	This allows users to retrieve and export artifacts in their preferred framework type.
API Deployment Management	This allows users to start, monitor, and stop Inference API deployments.
Operation Functions	This allows users to get insight on processes called in the SDK that are ongoing.

How to Get Started

As with any API request in your preferred language, simply follow the proper request format with correct inputs and you will be able to make full use of any of our API functions. If you want an even simpler and more direct way to work with these API commands, you can use our Python SDK and our CLI!