Core Concepts

Project

Project represents a namespace for a collection of CaraML resources, that belong to a specific team such as service accounts, Models, Routers, Pipelines etc. Project is one of the main building blocks for access control in CaraML. For creating a project, please refer to Create a project

Model

This section describes the main concepts related to CaraML Models component.

Models Concepts

Feature Store

This section describes the main concepts related to CaraML Feature Store component.

Entities:

Entities are the objects in an organization on which features occur. They map to your business domain (users, products, transactions, locations).

Feature Tables:

Defines a group of features that occur on a specific entity.

Features:

Individual features within a feature table.

Router

This section describes the main concepts related to CaraML Routers component.

Router Concepts

Experiment

This section describes the main concepts related to CaraML Experiments component.

Experiment Concepts

Pipelines

This section describes the main concepts related to CaraML Pipelines component.

Tasks

You may refer to the definition of tasks in Flyte's documentation here.

Workflows

You may refer to the definition of workflows in Flyte's documentation here.

Launch Plans

You may refer to the definition of launch plans in Flyte's documentation here.