googlecloudplatform/documentai-notebooks

A centralized repository for AI Platform notebooks using the Google Cloud Document AI API.

Document AI Notebooks

This repository contains several Jupyter notebooks to be used with the Cloud Document AI Platform. Use the general notebooks to process any form type or the specialized notebooks for any of the solutions such as Procurement DocAI or Lending DocAI. These notebooks help you get started with extracting data from your documents whether you're bring your own form types or using one of our specialized parsers for invoices, receipts, tax forms and more.

Prerequisites

You must have your own GCP project with billing enabled and have working knowledge of the following products:

• Google Cloud Storage
• Google Document AI Concepts and Processors
• (Optional) AI Platform Notebooks

Set Up Steps

1. Set up your GCP project for Document AI following the Setup Guide.
2. Enable the 'Document AI API' in your project in the Document AI Platform.
3. Create or use an existing instance of AI Platform Notebook with Python 3 using the default configurations.
4. In the notebook, go to Git > Clone a Repository and paste the repository URL.
5. Install the required libraries in the notebook terminal python -m pip install -r requirements.txt

Please note Colab and Jupyter notebooks are also work with these samples. However, additional authentication will be required for service accounts.

Instructions

1. Identify which form type or utility you would like to run through a processor.
2. Create your processor using the instructions.
3. Copy your processor id.
4. Update the PROCESSOR_ID, PROJECT_ID and REGION variables in the notebook.

PROJECT_ID = "YOUR_PROJECT_ID_HERE"
LOCATION = "LOCATION"  # Format is 'us' or 'eu'
PROCESSOR_ID = "PROCESSOR_ID"  # Create processor in Cloud Console

Please note, the location must match the one assigned to the processor.

5. Run the notebook.

documentai-notebooks's Issues

Reference to missing `gs://cloud-samples-data/documentai/async_forms/` folder

https://github.com/GoogleCloudPlatform/documentai-notebooks/blob/master/general/async_form_parser.ipynb references gs://cloud-samples-data/documentai/async_forms/ however no such folder exists

Film an animated gif for the README

Update imports to use v1 version of API

Unable to get TextStyle from PDF OCR JSON result

Hi,

I've been working on a project and was wondering that in the document ai reference webpage they are showing us a response type with text style in JSON, and per the Documentation, I tried the same code provided on the main guidance webpage, in my JSON output the text style of font style was missing can anyone help me with this. I've been using a computer-generated pdf.

Thank you in advance