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Generate presentations with Amazon Bedrock AgentCore

Machine Learning Blog



This article demonstrates building an AI agent system using Amazon Bedrock AgentCore that automates PowerPoint presentation generation from enterprise documents in under 90 seconds.

  • Deploy a supervisor agent on AgentCore runtime using Strands Agents framework to orchestrate document generation and summarization tools
  • Implement RAG pipeline with Amazon OpenSearch Serverless for vector search across multimodal content from enterprise knowledge bases
  • Use Anthropic Claude Sonnet 4.6 for content creation and Stability AI Stable Image Inpaint for generating slide visuals
  • Secure implementation with VPC isolation, AWS KMS encryption, IAM least-privilege access, and Amazon Bedrock Guardrails for content safety
  • Deploy REST API built with .NET 8 minimal APIs and AWS Lambda for serverless compute and PowerPoint generation
  • Solution generates six-slide presentations with title, bullet points, images, and takeaways at approximately $0.04 per generation

The architecture enables enterprises to automate document creation workflows while grounding content in source materials, reducing manual presentation creation time significantly.



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