Automate document processing with Amazon Bedrock Prompt Flows (preview)
Machine Learning Blog
This article provides a solution for automating document processing using Amazon Bedrock Prompt Flows. It demonstrates how to build an Intelligent Document Processing (IDP) pipeline to extract and process data from documents.
Specifically, the article covers:
- Solution overview and architecture using AWS services like Amazon S3, Amazon Textract, Amazon SNS, AWS Lambda, Amazon DynamoDB, and Amazon Bedrock Prompt Flows
- Step-by-step instructions to deploy the solution using a CloudFormation template
- How to test the deployed solution by uploading sample documents
- Detailed explanation of how the solution works, including the document classification and data extraction process using Amazon Bedrock Prompt Flows
- Instructions to expand the solution to support new document types by creating new prompts and prompt flows in Amazon Bedrock Prompt Flows
- Steps to clean up the deployed resources
- Conclusion highlighting the benefits of using Amazon Bedrock Prompt Flows for automating and scaling document processing workflows
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