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TutorialsAWS Machine Learning Blog· Ian Lunsford·· 3 days ago

Generate presentations with Amazon Bedrock AgentCore

Who
AWS
What
publishes a tutorial for building and deploying an AgentCore system that generates PowerPoint presentations from enterprise documents
Quote
This post walks you through building an AI agent system using Amazon Bedrock AgentCore that automates this workflow, completing in under 90 seconds in our internal testing.

What happened

AWS’s post explains how to build an AI agent system with Amazon Bedrock AgentCore to create client PowerPoint presentations from enterprise documents. In internal testing, the workflow completed in under 90 seconds; it uses a supervisor agent, RAG, and specialized tools for presentation generation and summarization. The post includes a public repository with code assets.

The story so far

AWS published a tutorial and public code repository for building an Amazon Bedrock AgentCore system that generates client PowerPoint presentations from enterprise documents. AWS said the workflow completed in under 90 seconds in its internal testing. The system combines a supervisor agent, retrieval-augmented generation (RAG), and specialized tools for presentation generation and summarization. The tutorial covers building and deploying the system. Deployment requires an active AWS account with infrastructure deployment permissions, enabled access to Amazon Bedrock AgentCore, and Amazon Bedrock model access for Anthropic Claude Sonnet 4.6, Amazon Titan Text Embeddings v2, and Stability AI Stable Image Inpaint.

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