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Create a generative AI–powered custom Google Chat application using Amazon Bedrock

Machine Learning Blog



This article explains how to create a custom Google Chat application powered by Amazon Bedrock, AWS's generative AI service, that provides an intelligent chat assistant within the Google Chat interface.

Specifically, the article covers:

  • Solution overview explaining the key AWS services used (Amazon Bedrock, AWS Lambda, Amazon DynamoDB, Amazon API Gateway)
  • Prerequisites needed to implement the solution
  • Step-by-step guide to deploy the solution using an AWS CDK project
  • How to register and configure the Google Chat app
  • Demo of conversing with the AI assistant via Google Chat
  • Customizing the solution with your own business logic
  • Performance optimization tips
  • Cleaning up deployed AWS resources


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