May 26, 2024

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Doc AI presents a number of pre-built fashions and processors which are particularly designed to extract various kinds of knowledge from varied doc varieties. Inside the particular doc varieties, the processors can carry out a number of duties comparable to Optical Character Recognition (OCR), type parsing, splitting, classification or entity extraction. These processors might be personalized and mixed to create highly effective doc processing workflows which are tailor-made to a enterprise’s distinctive wants.

Let’s look nearer at a number of of the processors accessible in Doc AI, together with the Type Parser, Bill Parser, Expense Parser, Identification Doc Proofing Parser, and Clever Doc High quality Processor.

Type Parser

This basic processor is designed to extract structured knowledge from types comparable to software types, surveys, and questionnaires. It robotically identifies and extracts knowledge from type fields (key-value pairs), comparable to names, addresses, dates, and different sorts of structured knowledge; even checkboxes and tables. This processor additionally leverages deep studying fashions to extract generic entities which are widespread in varied doc varieties, that means it might determine if one thing is an e mail tackle, cellphone quantity, datetime, group, amount, worth, particular person, and extra.

On this visualization of the API response, you possibly can see that Doc AI has recognized a number of key worth pairs that correspond to the shape’s fields and the responder’s solutions.

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