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AWS IDP Accelerator

Ch11.308 AWS IDP Accelerator

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AWS IDP Accelerator

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概述

Title: Automate schema generation for intelligent document processing | Amazon Web Services URL Source: https://aws.amazon.com/blogs/machine-learning/automate-schema-generation-for-intelligent-document-processing/ Published Time: 2026-05-12T07:54:08-08:00 Markdown Content: Before you can extract information from documents using intelligent document processing (IDP) techniques, you need a schema for each document class that defines what to extract. But how do you create schemas when you have thousands of documents and don’t know what classes exist? Doing this at scale can take substantial manua...

主要内容

  • IDP Accelerator
  • Solution overview
  • Technical details
  • Embedding generation
  • Document clustering
  • Benchmarking embeddings and clustering
  • Agentic schema generation
  • Schema analysis

来源

  • 原文存档
  • 原始链接: https://aws.amazon.com/blogs/machine-learning/automate-schema-generation-for-intelligent-document-processing/