The Azure AI Foundry integration are included out-of-the-box with your Collibra Platform:
Important The functions of the Azure AI Foundry integration are limited if you do not enable AI Governance. When you enable AI Governance, you can add custom attributes or custom relations, for example, AI Model Version, to the Azure AI Foundry assets.
| Asset type | Description |
|---|---|
|
Azure AI Foundry Model Version
|
A subtype of AI Model Version that represents AI model versions in Azure AI Foundry. |
|
AI Model Deployment
|
The operational instance where a model version is assigned computational resources to execute and generate real-time outputs. |
|
Azure AI Foundry Agent
|
A subtype of AI Agent that represents AI agents in Azure AI Foundry. |
|
Azure AI Foundry Project
|
A subtype of AI Project that represents Azure AI Foundry projects. |
|
AI Base Model
|
Represents foundational models used in your Azure AI Foundry workspace. |
|
AI Endpoint
|
The access point for external systems that provides a consistent interface while allowing for the seamless exchange of underlying deployments. |
|
AI Monitor
|
The configuration of automated tracking parameters and alerting thresholds used to observe a deployment’s real-world performance and detect deviations from expected behavior. |
|
File
|
Represents the dataset files used to fine-tune your AI base models Azure AI Foundry workspace. This asset is optional, you can ingest this data during the integration by selecting the Do you want to create file assets? checkbox. |
|
Storage Container
|
Represents the folder that contains the dataset files used to fine-tune your AI base models Azure AI Foundry workspace. This asset is optional, you can ingest this data during the integration by selecting the Do you want to create file assets? checkbox. |