The Snowflake Cortex AI integration assets are included out of the box with Collibra Platform.
Important The functions of the Snowflake Cortex AI 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 Snowflake Cortex AI assets.
| Snowflake Cortex AI object | Asset type | Description |
|---|---|---|
| Model in the Snowflake model registry | AI Base Model | Represents foundational business concepts that define the model’s purpose and governing principles in your Snowflake Cortex AI workspace. |
| Each version of the model | Snowflake AI Model Version |
A subtype of AI Model Version that represents AI model versions in Snowflake Cortex AI. |
| Inference service of a version that has at least one endpoint with an ingress URL (one per service) | AI Model Deployment | The operational instance where a model version is assigned computational resources to execute and generate real-time outputs. |
| The same inference service (one per service); the agent also gets its own synthetic endpoint (one per agent), connected to its agent version through the AI Agent Deployment complex relation | AI Endpoint | The access point for external systems that provides a consistent interface while allowing for the seamless exchange of underlying deployments. |
| Cortex agent (the identity) | AI Agent | An autonomous system that perceives its environment, makes decisions based on predefined rules or learned patterns, and takes actions to achieve specific goals. |
| The same agent as its single version | AI Agent Version |
A specific, immutable implementation of the model logic and parameters that serves as the audited "raw" model version before it is activated. |
| Each tool, skill, or MCP server of the agent | AI Agent Tool |
A service accessible to an AI agent that automates tasks, generates content, or delivers intelligent insights. Each AI Agent Tool represents a Snowflake Cortex AI tool resource, such as a semantic view, semantic model, search service, custom tool, skill, or MCP server, and is shared across every agent version that uses it. |
Snowflake Cortex AI diagram view
For information on the data that is integrated from Snowflake Cortex AI, go to Integrated Snowflake Cortex AI data.
Steps
- Open the asset page.
- Click the
Diagram tab.
The diagram is shown in the default diagram view. - Click
to add a new view. - Select the Text option below the diagram view name.
The diagram view text editor is shown. - Copy the code from the Show JSON code section below and paste it in the diagram view text editor.
- Click Save.
- Edit the name and description of the diagram view as needed.
Show JSON code
Copy
{
"nodes": [
{
"id": "Foundational AI Model",
"type": {
"id": "00000000-0000-0000-0000-000000031422"
}
},
{
"id": "Snowflake AI Model Version",
"type": {
"id": "00000000-0000-0000-0000-000000031414"
}
},
{
"id": "AI Model Deployment",
"type": {
"id": "00000000-0000-0000-0000-000000031500"
}
},
{
"id": "AI Endpoint",
"type": {
"id": "00000000-0000-0000-0000-000000031501"
}
},
{
"id": "AI Agent",
"type": {
"id": "00000000-0000-0000-0000-000000031450"
}
},
{
"id": "AI Agent Version",
"type": {
"id": "00000000-0000-0000-0000-000000031452"
}
},
{
"id": "AI Agent Deployment",
"type": {
"id": "00000000-0000-0000-0000-000000007505"
}
},
{
"id": "AI Agent Tool",
"type": {
"id": "00000000-0000-0000-0000-000000031453"
}
},
{
"id": "Table",
"type": {
"id": "00000000-0000-0000-0000-000000031007"
}
},
{
"id": "Semantic View",
"type": {
"id": "00000000-0000-0000-0000-000000031601"
}
}
],
"edges": [
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"label": "",
"style": "arrow",
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},
"roleDirection": true
},
{
"from": "Foundational AI Model",
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"label": "",
"style": "arrow",
"type": {
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"roleDirection": true
},
{
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{
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{
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"type": {
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},
{
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"label": "",
"style": "arrow",
"type": {
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},
"roleDirection": true
},
{
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"label": "",
"style": "arrow",
"type": {
"id": "00000000-0000-0000-0000-000000007214"
},
"roleDirection": true
},
{
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"label": "",
"style": "arrow",
"type": {
"id": "00000000-0000-0000-0000-000000007207"
},
"roleDirection": true
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{
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"label": "",
"style": "arrow",
"type": {
"id": "00000000-0000-0000-0000-000000007208"
},
"roleDirection": true
},
{
"from": "Snowflake AI Model Version",
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"label": "",
"style": "arrow",
"type": {
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},
"roleDirection": false
},
{
"from": "AI Agent Version",
"to": "AI Agent Deployment",
"label": "",
"style": "arrow",
"type": {
"id": "00000000-0000-0000-0000-000000007213"
},
"roleDirection": false
},
{
"from": "AI Agent Tool",
"to": "Semantic View",
"label": "",
"style": "arrow",
"type": {
"id": "00000000-0000-0000-0000-000000007211"
},
"roleDirection": true
}
],
"showOverview": false,
"enableFilters": true,
"showLabels": true,
"showFields": true,
"showLegend": true,
"showPreview": true,
"visitStrategy": "directed",
"layout": "HierarchyLeftRight",
"maxNodeLabelLength": 50,
"maxEdgeLabelLength": 30,
"layoutOptions": {
"compactGroups": false,
"componentArrangementPolicy": "topmost",
"edgeBends": true,
"edgeBundling": true,
"edgeToEdgeDistance": 5,
"minimumLayerDistance": "auto",
"nodeToEdgeDistance": 5,
"orthogonalRouting": true,
"preciseNodeHeightCalculation": true,
"recursiveGroupLayering": true,
"separateLayers": true,
"webWorkers": true,
"nodePlacer": {
"barycenterMode": true,
"breakLongSegments": true,
"groupCompactionStrategy": "none",
"nodeCompaction": false,
"straightenEdges": true
}
}
}