The Python OCR SDK supports the Invoice Splitter API.

Using this sample, we are going to illustrate how to detect the pages of multiple invoices within the same document.

Quick-Start

⚠️ Important: This API only works asynchronously, which means that documents have to be sent and retrieved in a specific way:

from mindee import Client, product
from time import sleep
from mindee.parsing.common import AsyncPredictResponse

# Init a new client
mindee_client = Client(api_key="my-api-key")

# Load a file from disk
input_doc = mindee_client.source_from_path("/path/to/the/file.ext")

# Load a file from disk and enqueue it.
result: AsyncPredictResponse = mindee_client.enqueue_and_parse(
    product.InvoiceSplitterV1,
    input_doc,
)

# Print a brief summary of the parsed data
print(result.document)

Output (RST):

########
Document
########
:Mindee ID: 8c25cc63-212b-4537-9c9b-3fbd3bd0ee20
:Filename: default_sample.jpg

Inference
#########
:Product: mindee/carte_vitale v1.0
:Rotation applied: Yes

Prediction
==========
:Given Name(s): NATHALIE
:Surname: DURAND
:Social Security Number: 269054958815780
:Issuance Date: 2007-01-01

Page Predictions
================

Page 0
------
:Given Name(s): NATHALIE
:Surname: DURAND
:Social Security Number: 269054958815780
:Issuance Date: 2007-01-01

Field Types

Specific Fields

Page Group

List of page group indexes.

An InvoiceSplitterV1PageGroup implements the following attributes:

page_indexes (float[]): List of indexes of the pages of a single invoice.
confidence (float): The confidence of the prediction.

Attributes

The following fields are extracted for Invoice Splitter V1:

Invoice Page Groups

invoice_page_groups (InvoiceSplitterV1PageGroup[]): List of page indexes that belong to the same invoice in the PDF.

for invoice_page_groups_elem in page.prediction.invoice_page_groups):
    print(invoice_page_groups_elem)

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