Using generative artificial intelligence (ai) for automated digital flyer content generation

A non-transitory computer-readable storage medium storing instructions that, when executed by a computer processor, cause the computer processor to perform operations comprising:

• receiving, from a client device, a request to generate a digital flyer, wherein the request includes one or more design conditions for the digital flyer;
• accessing an item catalog storing item data;
• generating a query for a machine-learned generative model including a prompt to generate the digital flyer, the one or more design conditions, and the item data accessed from the item catalog;
• providing the query to a model serving system for execution by the machine-learned generative model;
• receiving, from the model serving system, a batch of one or more digital flyers generated by executing the machine-learned generative model on the query;
• and
• providing a first digital flyer in the batch of the one or more digital flyers for presentation to a user.

A computing system comprising:

• a computer processor;
• and
• a non-transitory computer-readable storage medium storing instructions that, when executed by the computer processor, cause the computer processor to perform operations comprising:
• receiving, from a client device, a request to generate a digital flyer, wherein the request includes one or more design conditions for the digital flyer;
• accessing an item catalog storing item data;
• generating a query for a machine-learned generative model including a prompt to generate the digital flyer, the one or more design conditions, and the item data accessed from the item catalog;
• providing the query to a model serving system for execution by the machine-learned generative model;
• receiving, from the model serving system, a batch of one or more digital flyers generated by executing the machine-learned generative model on the query;
• and
• providing a first digital flyer in the batch of the one or more digital flyers for presentation to a user.