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hi there and welcome back to the future of documents im holt skinner and im a developer advocate for google cloud in the last video we talked about document ai and how we can extract structured data out of unstructured documents in this video well get started using document ai with the cloud console and api with the python client library for the most up-to-date information be sure to check out the documentation linked in the description [Music] before we start processing documents we need to understand document ai processors a document ai processor is an interface between the document file and a machine learning model that can be used to classify split parse or analyze a document you will have to create processor instances in your project to use document ai this is different from how the ml apis like vision or speech to text work instead its similar to how youd create a vm and compute engine or a model instance in vertex ai a processor can be general specialized or custom each ty