Default Extraction Agent
This is a general, non-configurable Agent for unstructured data extraction.
Inputs
prompt (String | File): Description of the task to be performed. You can describe the
desired output entities and define the output schema here. Can be uploaded in the form of a text file.
target (String | File): The data to extract from.
Output
The output will always be a stringified JSON value of the structure specified in the prompt input (if defined) containing the extraction results.
Example Usage
Let’s run through an example using this Agent together.
Download the invoice file
Click on Resources in the sidebar and then Roe Datasets.
Click on View dataset for the invoice-extraction-example dataset.
Click on Download to download the file.
Go to the Default Extraction Agent's details page
Create a new Agent job
Fill in the Agent inputs
prompt: Change to Input Text option and paste below prompt.
returns following structure: {
from: {
name: <from company name>
address: <from company address>
},
recipient: {
name: <recipient company name>
address: <recipient company address>
},
line_items: [
{
name: <item name>
quantity: <item quantity>
cost: <item total cost>
},
<more line items>
],
subtotal: <amount before tax>
tax: <tax amount>
total: <total amount due>
note: <invoice note>
}
target: Upload the invoice file you downloaded.
Run the job
Hit the Create button at the bottom to start the extraction job.
View the Results
Click View on the respective job to view its status and results.
Scroll down the Agent Job Details page and you’ll see the job outputs.