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Customize Amazon Textract with business-specific documents using Custom Queries

AWS Machine Learning

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from scanned documents. Queries is a feature that enables you to extract specific pieces of information from varying, complex documents using natural language. personal or cashier’s checks), financial institution and country (e.g.,

APIs 102
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Improve data extraction and document processing with Amazon Textract

AWS Machine Learning

Intelligent document processing (IDP) has seen widespread adoption across enterprise and government organizations. Gartner estimates the IDP market will grow more than 100% year over year, and is projected to reach $4.8 The following diagram shows the document processing flow. This step prevents processing invalid documents.

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Build end-to-end document processing pipelines with Amazon Textract IDP CDK Constructs

AWS Machine Learning

Intelligent document processing (IDP) with AWS helps automate information extraction from documents of different types and formats, quickly and with high accuracy, without the need for machine learning (ML) skills. For more information, refer to Intelligent document processing with AWS AI services: Part 1.

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Generative AI and multi-modal agents in AWS: The key to unlocking new value in financial markets

AWS Machine Learning

Multi-modal data is a valuable component of the financial industry, encompassing market, economic, customer, news and social media, and risk data. Multi-modal agents, in conjunction with generative AI, are finding a wide spread application in financial markets. Data exploration on stock data is done using Athena.

Marketing 103
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Harnessing the power of enterprise data with generative AI: Insights from Amazon Kendra, LangChain, and large language models

AWS Machine Learning

Instead of relying solely on their pre-trained knowledge, RAG allows models to pull data from documents, databases, and more. Prerequisites You must have the following prerequisites: An AWS account. Follow the instructions in Getting Started with the AWS CDK to set up your local environment and bootstrap your development account.

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Build a secure enterprise application with Generative AI and RAG using Amazon SageMaker JumpStart

AWS Machine Learning

These SageMaker endpoints are consumed in the Amplify React application through Amazon API Gateway and AWS Lambda functions. To protect the application and APIs from inadvertent access, Amazon Cognito is integrated into Amplify React, API Gateway, and Lambda functions. You may need to request a quota increase.

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InformedIQ automates verifications for Origence’s auto lending using machine learning

AWS Machine Learning

Manual loan verification document processing is time-consuming. Informed uses a wide range of AWS offerings and capabilities, including Amazon SageMaker and Amazon Textract in their ML stack to power Origence’s document process automation functionality. Six of the top 10 consumer lenders trust Informed’s technology. Problem statement.

APIs 72