Auto-complete, IDP and Natural Language Processing

Build well-architected IDP solutions with a custom lens – Part 5: Cost optimization

AWS Machine Learning Blog

NOVEMBER 22, 2023

An intelligent document processing (IDP) project usually combines optical character recognition (OCR) and natural language processing (NLP) to read and understand a document and extract specific terms or words. This post focuses on the Cost Optimization pillar of the IDP solution.

IDP

IDP Auto-classification Machine Learning Auto-complete

Create a document lake using large-scale text extraction from documents with Amazon Textract

AWS Machine Learning Blog

JANUARY 8, 2024

However, they’re unable to gain insights such as using the information locked in the documents for large language models (LLMs) or search until they extract the text, forms, tables, and other structured data. The AWS CDK construct provides a resilient and flexible framework to process your documents and build an end-to-end IDP pipeline.

IDP

IDP Auto-complete Python Natural Language Processing

Artificial Intelligence Zone

Build well-architected IDP solutions with a custom lens – Part 5: Cost optimization

Create a document lake using large-scale text extraction from documents with Amazon Textract

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