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Orchestrate an intelligent document processing workflow using tools in Amazon Bedrock

Machine Learning Blog



This article discusses an intelligent document processing workflow using Amazon Bedrock and generative AI models to handle complex document processing challenges in healthcare settings.

  • Solution uses multiple Anthropic Claude models (Haiku and Sonnet) to process different document types
  • Handles three document categories: structured, semi-structured, and unstructured
  • Implements a multi-step workflow for document classification, extraction, and information processing
  • Utilizes Amazon Bedrock Converse API and tool use capabilities for intelligent document analysis
  • Incorporates Amazon Bedrock Guardrails to protect sensitive personal health information

The solution demonstrates how generative AI can streamline document processing by automatically extracting and organizing information from diverse document formats with high accuracy and compliance.



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