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

AWS Machine Learning Blog

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. It also provides guidance to tackle common challenges, enabling you to architect your IDP workloads according to best practices.

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Configure Amazon Q Business with AWS IAM Identity Center trusted identity propagation

AWS Machine Learning Blog

Amazon Q Business can be configured to answer questions, provide summaries, generate content, and securely complete tasks based on your enterprise data. Consider a client-server application that uses an external identity provider (IdP) to authenticate a user to provide access to an AWS resource that’s private to the user.

IDP 129
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Create a document lake using large-scale text extraction from documents with Amazon Textract

AWS Machine Learning Blog

With AWS intelligent document processing (IDP) using AI services such as Amazon Textract , you can take advantage of industry-leading machine learning (ML) technology to quickly and accurately process data from PDFs or document images (TIFF, JPEG, PNG). The following diagram illustrates the sequence of events within the script.

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Implement secure API access to your Amazon Q Business applications with IAM federation user access management

AWS Machine Learning Blog

Amazon Q Business is a conversational assistant powered by generative AI that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems, which each user is authorized to access. This step is performed by the IAM or security administrator in your organization.

IDP 101
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Discover insights from your Amazon Aurora PostgreSQL database using the Amazon Q Business connector

AWS Machine Learning Blog

Amazon Q Business is a fully managed generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. If you have an IAM Identity Center organization instance configured, your organization instance will be auto-detected.