Building a Food Recipe - Generative AI App on ECS, powered by Amazon Bedrock Managed FM Models using CDK

<h1>Introduction</h1> <p>Amazon Bedrock is a fully managed AWS service that is used to build generative AI applications using foundation models (FM) from Amazon and third-party model providers accessible through an API. In this blog post, we&rsquo;ll take you on a journey to implement a Generative AI based Food Recipe App hosted on AWS ECS using the AWS Cloud Development Kit (CDK) and leveraging the Bedrock API for text generation (using Anthropic Claude Instant v1.2 model) and image generation (using Stability AI Stable Diffusion XL model). The AWS architecture for this solution is shown below.</p> <p><img alt="" src="https://miro.medium.com/v2/resize:fit:700/1*pQ8_RABMwjPSOKJCpjX22w.png" style="height:456px; width:700px" /></p> <p>Amazon Bedrock powered Food Recipe App running on ECS Fargate</p> <h1>Pre-requisites</h1> <p>Before we begin, make sure you have the following pre-requisites in place:</p> <p><a href="https://aws.plainenglish.io/building-a-food-recipe-generative-ai-app-on-ecs-powered-by-aws-bedrock-managed-fm-models-using-55ffb4bd7b8e"><strong>Visit Now</strong></a></p>