Enhanced automated topic classification & modeling tool leveraging Google’s Gemini 2.0 Flash-Lite API. Designed initially for protest-related text analysis, this updated version allows users to define custom categories for flexible, domain-specific labeling. It streamlines large-scale document classification, visualization, & keyword search.