Welcome to the JFrog AI Catalog – your centralized hub for AI model discovery, governance, and deployment. Here you can view and manage all AI assets in your organization, including both those you are currently using, and those you want to use.
AI Challenges
How Can the AI Catalog Help You?
The JFrog AI Catalog simplifies the process of integrating AI into your projects. It enables you to find, govern, and deploy AI models quickly and securely, streamlining your workflow.
The AI Catalog shadow AI detection, enables you to find all models used in your organization and manage them securely.
This documentation is tailored for developers, DevOps, and MLOps teams who are looking to efficiently manage and govern AI models.
Whether you are new to JFrog or seeking to leverage advanced features, this guide will help you navigate core capabilities and essential functions, making your AI integration process straightforward and secure. You’ll gain insights into managing both external models, model packages, and your custom models, allowing you to maintain control over which models can be deployed within your organization.
AI Catalog supports three types of models:
Model Types | Description |
|---|---|
External Models | Accessed via third-party APIs (for example, OpenAI, and Google Gemini) |
Model Packages | Utilized from public repositories (for example, Hugging Face) |
Custom Models | Internally developed models tailored to your organization’s needs |
All these models need governance, have many versions, and may have issues. The AI Catalog allows you to manage them all in a unified way.
AI Catalog Features and Benefits
Centralized Model Management and Visibility | Precise Control Over Model Access | Unified Security and Permissions in the JFrog Platform | ||
Quick access for enhanced productivity | Collaboration for AI teams by streamlined model discovery | Informed Decisions - make better choices on model implementation based on available options |
See also: