Components > Intelligent structure models > Creating an intelligent structure model using Docling engine

Creating an intelligent structure model using Docling engine

Create an intelligent structure model based on input that represents the data that you expect the model to parse at run time.

Before you use the Docling engine to create an intelligent structure model, complete the following prerequisites:

•Enable Python Integration service for the Secure Agent group. To do this, perform the following steps:

1In Administrator, select Runtime Environments.
2Right-click the Secure Agent group and select Enable or Disable Services and Connectors.

A dialog box that lists all the services and connectors for the Secure Agent group appears.

3On the Services tab, enable the Python Integration service.
4Click OK.

When you enable the Python Integration service, the following services are enabled by default:

•ISD Docling Service
•ISD OCR Service

Ensure that these services are running.

After you complete the prerequisites, perform the following steps to create an intelligent structure model using the Docling engine:

1Click New > Components > Intelligent Structure Model, and then click Create.

2On the Intelligent Structure Model page, enter a name for the intelligent structure model.

The name can contain alphanumeric characters and underscores.

3Navigate to the project and folder where you want to save the model, or use the default location.

You can change the name or location after you save the intelligent structure model in the Explore page.

4Under AI-powered Model, select Docling Engine.

You can use the Docling engine to process text-based PDF files.

5Based on the type of input, first choose whether to base the model on a file sampling or on the entire file. Select the file, and then click Discover Structure.

After you click Discover Structure, Intelligent Structure Discovery deciphers the data in the input and discovers the patterns expressed in the data. The following image shows an example of discovered structure on the Visual Model tab:

6You can refine the structure so that when you use the model in production, the output meets your requirements.

For more information, see Refining intelligent structure models.

7Click Save.

Intelligent Structure Discovery generates an intelligent structure model and saves the model in the selected location.