System and method for api-driven action plan generation and execution

Abstract

A system for executing user requests in an application. The system receives a user request to execute two or more operations in the application. Further, the system utilizes a first Large Language Model (LLM) to generate an action plan comprising a sequence of performing a set of action workflows, one or more API calls, and one or more data handling operations. The one more data handling operation comprises one or more of join, filter, and scatter-gather. The first LLM is fine-tuned based on action workflows of the application and an application specification and executes the action plan in real-time when no issues are identified in the action plan, wherein the action plan is executed by interfacing with backend systems of the application, APIs, and databases.