Guides

These guides walk you through one task at a time. Each starts with what you need before you begin, including the role or service your account needs, and ends with a way to check the result. For exact routes, commands and settings, see the reference.

Workspaces and projects

• Create a project from a template and scaffold it into your workspace.
• Work in the Jupyter workbench or use the browser IDE and coding agents.
• Set up team workspaces, Git and functions.
• Navigate the console, create a personal API key and choose the pipeline runtime.

Machine learning and data

• Define and run pipelines.
• Register, deploy and serve models, or import a Hugging Face model.
• Use the built-in feature store or connect an external feature store.
• Process real-time events.

AI agents

• Build and deploy an agent.
• Run agents built with Agno, NOOA or your own framework.

Collaboration

• Write and publish on the engineering blog.
• Search and stream pipeline logs.

Administration

• Manage users, groups and policies.
• Set up single sign-on.

Some guides use engines that your deployment provides, such as OpenFaaS for functions or a GPU node pool for distributed training. Each guide's Before you begin section names them.