Iterative communication plan generation using large language models

Abstract

In some implementations, a device may receive a plurality of natural language inputs that indicate desired characteristics for a communication plan, where the communication plan is defined by a plurality of plan parameters. The device may generate, in a plurality of iterations and using a large language model, the plurality of plan parameters and a plurality of response outputs relating to the plurality of plan parameters. Each iteration, of the plurality of iterations, may be based on a respective natural language input, of the plurality of natural language inputs, analytics conclusions relating to one or more of the desired characteristics of the communication plan indicated by the respective natural language input, and state information indicating previously-generated plan parameters of previous iterations. The plurality of natural language inputs and the plurality of response outputs may alternate in a conversational format.