Account Management

Generating API keys

API Keys using the UI

Users may generate their own API keys to access the JFrog ML API and configure their local client. Additionally, API keys may be used for external integrations and machine to machine communication.

Account admins can generate and revoke API keys for existing users in their account.

Personal API keys are used to access JFrog ML API from your local machine, and to configure the local client.

Service API keys are used to programmatically access JFrog ML from other services or integrations.

API Keys using the terminal

Use the below commands to interact with the qwak CLI client instead of the JFrog ML Web application.

API keys for existing users

qwak admin api-keys generate --environment-name <environment-name> --user-id <user-id>

• In case the API key already exists, the operation will fail.

Overriding existing API keys

qwak admin api-keys generate --environment-name <environment-name> --user-id <user-id> --force

Revoking API keys

qwak admin api-keys revoke --environment-name <environment-name> --user-id <user-id>

User roles

JFrog ML offers a range of 3 role levels to which users can be assigned.

Administrators

Administrators have full administrative access to the entire account, managing all aspects of the system.

Maintainers

Maintainers have extended permissions to deploy protected model variations.

Members

Members have access to the entire account except for billing information and protected variations.