Discover and Allow Models

JFrog ML Documentation

Products
JFrog ML
Content Type
User Guide

Exploring the AI Catalog

AI Catalog enables you to fully manage all AI assets in your organisation, You can:

  • Explore the various models available for use in your organization in the Discovery page.

    discovery2.png
  • See which models have already been allowed for use in your projects inn the Registry page.

    registry_cr.png
  • Detect all AI assets that are used in your system, but are unmanaged by AI catalog, and possibly even unvetted by your organization, in the Detection page. For more information about detecting unmanaged AI assets, see [Detect Shadow AI.

    detection2_cr.png

Managing Allowed Models

After you have allowed your first model, you will see that the allowed models all appear in the Registry page.

  • For instructions how to allow your first model, see Allowing Your First Model.

  • To allow additional models, the same instructions can be followed.

    Note

    When allowing models, if the model provider is already associated with the project (meaning that another model from the same provider is associated with the project), the connection is already set up and does not need to be re-selected.

Managing External APIs

For external APIs, the AI Catalog provides a secure gateway that centralizes access:

  • Instead of scattering API keys, you manage secure connections governed by JFrog's permission model.

  • After model access has been allowed for a specific project, all traffic is tracked and audited.

  • Full visibility and control over usage and performance in real time.

Handling Model Packages

For model packages, the AI Catalog streamlines the path to production:

  • You can enforce granular, policy-based controls to create allow-lists.

  • This ensures developers only use models that are vetted and compliant.

Searching and Filtering AI Models

In order to help you find the best model for your project in the AI Catalog, in the Models page you can search for and filter models by:

  • Free text: Enter the search term in the search bar. Click enter and either select the required asset or click "Show all results for "xxx". The filter panel on the left opens for further filtering.

  • discoverysearch.png
  • Status: In the filter pane, select to display allowed and or live models.

    discoverysearchandfilter.png

    Model type: Select a specific model type to display. Options: All/Custom/External/Package.

filtersearch.png

The filters selected are shown across the top of the models, and the search text remains in the free text box in the Filters panel:

filter2.png

Click Clear all to remove all filters.