AWS Machine Learning Blog

OCTOBER 24, 2023

Document processing has witnessed significant advancements with the advent of Intelligent Document Processing (IDP). With IDP, businesses can transform unstructured data from various document types into structured, actionable insights, dramatically enhancing efficiency and reducing manual efforts.

IDP 134

IDP LLM Prompt Engineering Prompt Engineer 134

AWS Machine Learning Blog

MAY 24, 2023

Intelligent document processing (IDP) is a technology that automates the processing of high volumes of unstructured data, including text, images, and videos. Natural language processing (NLP) is one of the recent developments in IDP that has improved accuracy and user experience.

IDP 87

IDP LLM Automation Generative AI 87

AWS Machine Learning Blog

MARCH 29, 2023

The postprocessing component uses bounding box metadata from Amazon Textract for intelligent data extraction. TextractAsyncSNSListener is an AWS Lambda function that handles the Amazon Textract job completion event, and returns the metadata back to the workflow for further processing.

ML 83

ML Metadata Data Ingestion Data Extraction 83

AWS Machine Learning Blog

MAY 9, 2023

Most observations are simple name/value pair assertions with some metadata, but some observations group other observations together logically, or could even be multi-component observations. The following screenshot shows the integrated analysis with Amazon Comprehend Medical and NLP enabled.

Natural Language Processing 84

Natural Language Processing IDP NLP Metadata 84