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Set up locally

Install the Cognite Toolkit CLI on your machine for local development and testing.

Set up CI/CD

Configure a CI/CD pipeline to promote Cognite Toolkit changes to production.

Build and deploy

Define modules, build artifacts, and deploy them to your CDF projects.

Use the YAML reference

Configure resource types with YAML files supported by the Cognite Toolkit.

Review the API reference

Configuration options and settings for the Cognite Toolkit.

Upgrade the Cognite Toolkit

Upgrade the Cognite Toolkit CLI and modules to the latest version.
Toolkit modules configure the CDF capabilities documented in the Data engineering tab. Use these pages to understand what a module deploys before you configure it.

Extractors

Understand how extractors connect to source systems and stream data to CDF.

Transformations

Learn how to reshape, enrich, and load data into your data model.

Contextualization

Explore entity matching, diagram parsing, and document contextualization.

Data modeling concepts

Learn about the data modeling service (DMS) that Toolkit data model modules configure.
Last modified on September 24, 2026