Create AI Feature Layer

This tool generates a new feature layer using an AI model based on your prompt. You can use it to create synthetic data, demo layers, or experiment with AI-driven spatial data creation.

Usage

1. Open ArcGIS Pro and add the .pyt toolbox if you haven't already.
2. Open the Create AI Feature Layer tool.
3. Fill in the parameters as described below.
4. Click Run. The output layer will appear in your map.

Parameters

Name	Type	Required	Description
Source	String (Choice)	Yes	AI provider to use (OpenAI, Azure OpenAI, Claude, DeepSeek, Local LLM).
Model	String	No	The AI model to use. Choices depend on the selected source.
Endpoint	String	No	Custom endpoint for Azure or local models (if applicable).
Deployment Name	String	No	Deployment name for Azure OpenAI (if applicable).
Prompt	String	Yes	Describe what you want the feature layer to represent. Try anything you can think of!
Output Layer	Feature Layer (Derived)	Auto	The output feature layer created by the tool.

Tips

• Be creative with your prompt! For example: "Create a layer of 10 random points in San Francisco with a 'type' field of restaurant or cafe."
• Use the Model parameter to try different AI models for different results.
• If using Azure or a local LLM, fill in the Endpoint and Deployment Name as needed.