Artificial intelligence assisted network operations reporting and management

Abstract

Systems, methods, and devices are disclosed herein for an application service that utilizes a large language model (LLM) to assist with performing management tasks associated with a wireless communications network. In an implementation, the application service receives natural language input indicative of a management task to complete with respect to the network. The application service identifies a context of the management task, which helps constrain the LLM to the appropriate domain(s). The application service generates a prompt that incorporates the task and the context and submits the prompt to the LLM. The application service receives from the LLM a reply that includes a plan that details a series of steps and associated resources of the domain for completing the management task. Upon receiving the LLM's reply, the application service performs the management task based on the provided plan.