AI/ML Service Activation

JFrog AI/ML integrates everything Machine Learning and data science teams need to build and scale ML models in production, yielding a unified AI solution for every need. AI/ML capabilities also include access and use of AI Catalog, including shadow AI, MCP registry, skills registry and models catalog, and so on.

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Note:

By default, AI/ML capabilities are disabled for Self-Managed JFrog subscriptions. If you want to use JFrog's AI and machine learning capabilities, you need to follow the instructions in this topic and then the instructions in the JFrog ML in Self-Managed Environments topic.

AI/ML teams can reliably and rapidly move models from experimentation to production, while applying proven development security and control practices across the lifecycle.

For Self-managed JFrog subscriptions, JFrog AI/ML uses a front-end/back-end model.

• The back-end is hosted by JFrog in the cloud.
• The front-end service runs on your JPD. It is included in the Artifactory installer and must be enabled.

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Note

Do not enable the JFrog AI/ML service on Artifactory Edge nodes.

Prerequisites

Before enabling JFrog AI/ML, verify that your environment meets the following requirements.

Enabling JFrog AI/ML

1. Verify back-end connectivity: your JPD must reach https://grpc.qwak.ai via a direct internet connection. Proxy configuration is not supported.

2. Go to the $JFROG_HOME/artifactory/var/etc directory. Edit the system.yaml file as follows:

   YAML

   frontend:  
     ml:    
       jfrogMlAppState: VISIBLE
   jfconnect:
     enabled: true

3. Restart Artifactory.

4. Verify that the JFrog AI/ML service is running. See Monitoring Service Statuses.

   In the JFrog Platform interface, click Platform module > AI/ML and follow the instructions to install the essential components for operating AI/ML in your self-managed environment.

5. In order to start using the AI/ML capabilities, you must follow the instructions in the JFrog ML in Self-Managed Environments topic.

Related Topics

• Installing Artifactory Federation Service
• Installing Mission Control
• Install the JFrog Platform Using Helm Chart
• System Requirements
• JFrog ML in Self-Managed Environments

Frequently Asked Questions

This section provides answers to frequently asked questions.