generateDataModel
Create statistical models from sample documents or text descriptions to generate realistic synthetic data for MongoDB-compatible databases without actual storage.
Instructions
Create a statistical model from sample documents or a text description for data generation
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| description | No | Natural language description of the data structure | |
| name | Yes | Name for the model | |
| samples | No | Sample documents to train the model |
Input Schema (JSON Schema)
{
"properties": {
"description": {
"description": "Natural language description of the data structure",
"type": "string"
},
"name": {
"description": "Name for the model",
"type": "string"
},
"samples": {
"description": "Sample documents to train the model",
"items": {
"type": "object"
},
"type": "array"
}
},
"required": [
"name"
],
"type": "object"
}