Lab ideas ai
This architecture workflow involves the following steps:
- In the frontend UI, a user chooses from one of two options to get started:
- Generate an initial image.
- Provide an initial image link.
- The user provides a text prompt to edit the given image.
- The user chooses Call API to invoke API Gateway to begin processing on the backend.
- The API invokes a Lambda function, which uses the Amazon Bedrock API to invoke the Stability AI SDXL 1.0 model.
- The invoked model generates an image, and the output image is stored in an Amazon Simple Storage Service (Amazon S3) bucket.
- The backend services return the output image to the frontend UI.
- The user can use this generated image as a reference image and edit it, generate a new image, or provide a different initial image. They can continue this process until the model produces a satisfactory output.