Snowflake Cortex AI assets
The Snowflake Cortex AI integration assets are included out of the box with your Collibra Platform:
| Asset type | Description |
|---|---|
|
AI Base Model
|
Represents foundational business concepts that define the model’s purpose and governing principles in your Snowflake Cortex AI workspace. |
|
Snowflake Cortex AI Model Version
|
A subtype of AI Model Version that represents AI model versions in Snowflake Cortex AI. |
|
AI Model Deployment
|
The operational instance where a model version is assigned computational resources to execute and generate real-time outputs. |
|
AI Agent
|
A system that uses one or more AI models to perceive its environment, make decisions, and take actions. |
|
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. |
|
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. |
|
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. |
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.
{
"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 Agent",
"type": {
"id": "00000000-0000-0000-0000-000000031450"
}
},
{
"id": "Table",
"type": {
"id": "00000000-0000-0000-0000-000000031007"
}
},
{
"id": "View",
"type": {
"id": "00000000-0000-0000-0001-000400000009"
}
}
],
"edges": [
{
"from": "Foundational AI Model",
"to": "Foundational AI Model",
"label": "",
"style": "arrow",
"type": {
"id": "00000000-0000-0000-0000-000000007116"
},
"roleDirection": true
},
{
"from": "Foundational AI Model",
"to": "Snowflake AI Model Version",
"label": "",
"style": "arrow",
"type": {
"id": "00000000-0000-0000-0000-000000077000"
},
"roleDirection": true
},
{
"from": "AI Agent",
"to": "Snowflake AI Model Version",
"label": "",
"style": "arrow",
"type": {
"id": "00000000-0000-0000-0000-000000007108"
},
"roleDirection": true
},
{
"from": "Snowflake AI Model Version",
"to": "Table",
"label": "",
"style": "arrow",
"type": {
"id": "00000000-0000-0000-0000-000000007102"
},
"roleDirection": true
},
{
"from": "Snowflake AI Model Version",
"to": "View",
"label": "",
"style": "arrow",
"type": {
"id": "00000000-0000-0000-0000-000000007102"
},
"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
}
}
}