Agentopic: A Generative AI Agent Workflow for Explainable Topic Modeling

Agentopic is a novel agent-based workflow for explainable topic modeling that leverages the reasoning capabilities of Large Language Models (LLMs). It enhances transparency by enabling users to trace the reasoning behind topic assignments, achieving an F1-score of 0.95, matching GPT-4.1.