ThetreStageAI: Multi-View Retrieval-Augmented Generation for Structured Bengali Theatre Production Planning

This work presents ThetreStageAI, a multi-view retrieval-augmented framework for structured Bengali theatre production planning. Unlike conventional script-generation systems, the proposed framework separately retrieves scene, actor-blocking, and lighting information and combines them with Gemini to generate structured production plans containing dialogue, stage directions, actor movement, lighting cues, and optional sound cues. The system also introduces structural and semantic validation to verify generated outputs before acceptance. In addition, a 500-record Bengali theatre dataset is transformed into 1,500 view-specific retrieval documents to support scene, blocking, and lighting retrieval.