Example

This example Data Stream demonstrates how to use this AI & ML Agent to extract invoice information using a prebuilt invoice model from Azure AI Document Intelligence service.

Refer to configuration to understand all configuration options of this Agent.

Step 1: Add the Agent

1. Drag the Avalara AI & ML Agent onto the Canvas.

2. Rename the Agent and link the input endpoint to the document source.

3. Save the Data Stream.

4. Double-click to configure the Agent.

Step 1: Add the Agent

Step 2: Configure Azure AI Document Intelligence

Enter the API Key, Document Intelligence endpoint, Model, and File Content Type.

In this case, select the prebuilt invoice model and keep the default content type of Base64.

Step 2: Configure Azure AI Document Intelligence

Step 3: Configure File

Select the input payload column that represents the file. In this case, InvoiceBase64String.

Step 3: Configure File

Step 4: Results

Apply the changes, save the Data Stream, and publish it.

Let's look at the Live Data View. Observe that the extracted invoice contents from the model are appended to the input payload and printed.

Step 4: Results

Files

File	Link	Security Key
Data Stream	Azure AI DI Example.xuc	C0mp|ex123

See the Import, Export, and Clone - XMPro article for steps to import a Data Stream.