Multilingual content processing using Amazon Bedrock and Amazon A2I
Machine Learning Blog
This article discusses a multilingual content processing solution using Amazon Bedrock and Amazon Augmented AI (Amazon A2I) to enable extraction of data from documents in various languages and human validation of the extracted information.
Specifically, the article covers:
- Overview of the multilingual document processing pipeline
- Using Anthropic's Claude language models on Amazon Bedrock for multilingual extraction
- Incorporating human review with Amazon A2I for data validation
- Prerequisites and steps to deploy the solution using AWS CDK
- Testing the pipeline with a sample document
- Cleanup instructions to avoid incurring charges
- Conclusion highlighting the benefits of the solution
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