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Building a multimodal RAG based application using Amazon Bedrock Data Automation and Amazon Bedrock Knowledge Bases

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This article provides a comprehensive guide to building a multimodal Retrieval Augmented Generation (RAG) application using Amazon Bedrock Data Automation and Amazon Bedrock Knowledge Bases.

  • Enables processing of diverse content types like documents, images, audio, and video files
  • Automated workflow for extracting insights from unstructured data
  • Supports use cases in healthcare, finance, legal, and media industries
  • Leverages AWS services like S3, EventBridge, DynamoDB, and Cognito
  • Allows natural language querying of processed content using foundation models

The solution demonstrates how generative AI can transform data processing by enabling intelligent, scalable content analysis across multiple formats with minimal manual intervention.



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