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Use Generative AI and Next.js with AWS Amplify to build a Fullstack Recipe Generator

Front-End Web & Mobile Blog

This article discusses how to build a full-stack recipe generator app using AWS Amplify Gen 2, Next.js, and AWS Bedrock's Claude 3 Generative AI model. The recipe generator allows users to input a list of ingredients, and Claude 3 generates a recipe based on those ingredients.

Specifically, the article covers:

  • Prerequisites (AWS account, Node.js, npm, git, IDE)
  • Requesting access to the Claude 3 model on Amazon Bedrock
  • Cloning the sample repo and installing dependencies
  • The Amplify backend setup (GraphQL API, data sources, custom types)
  • The Next.js frontend implementation (form, API calls, displaying results)
  • Running the app locally using Amplify Sandbox
  • Deploying the app to Amplify Hosting
  • Cleaning up resources after the walkthrough
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