Whether it’s crafting personalized content or tailoring images to user preferences, the ability to generate visual assets based on a description is quite powerful. But text-to-image conversion typically involves deploying an end-to-end machine learning solution, which is quite resource-intensive. What if this capability was an API call away, thereby making the process simpler and more accessible for developers?
This tutorial will walk you through how to use AWS CDK to deploy a Serverless image generation application implemented using AWS Lambda and Amazon Bedrock, which is a fully managed service that makes base models from Amazon and third-party model providers (such as Anthropic, Cohere, and more) accessible through an API. Developers can leverage leading foundation models through a single API while maintaining the flexibility to adopt new models in the future.