Novel2Script AI: An Intelligent Novel-to-Script Creation Tool

Novel2Script AI is an open-source AI tool for novel authors and short drama creators. It supports intelligent conversion of novels into script format, with core features including memory functions, agent workflow, YAML format validation, etc. It provides a visual editing interface and one-click launch solution, aiming to solve the problems of low efficiency and high cost in manual adaptation, and become a powerful assistant for creators.

In recent years, the short drama market has experienced explosive growth, and the demand for novel-to-script conversion is strong. However, traditional manual adaptation has problems such as low efficiency, high cost, and difficulty in ensuring consistency. AI-assisted creation tools have emerged, and Novel2Script AI is a professional tool developed to address this demand.

1. Intelligent Content Conversion: Achieves narrative perspective conversion (narrative to dialogue/stage directions), automatic scene segmentation, and character consistency maintenance;
2. Memory Function: Long-term memory stores worldviews/character profiles, short-term memory tracks chapter context, and dynamic retrieval assists generation;
3. Agent Workflow: Collaborative processing by analysis, conversion, validation, and optimization agents;
4. YAML Format Validation: Ensures correct script grammar, complete fields, and unified format;
5. Visual Editing Interface: Side-by-side display of original text and script, real-time preview, interactive editing, and multi-format export.

• Backend Services: Responsible for AI model calls, memory system management, agent scheduling, file processing, and user session management;
• Frontend Application: Provides an intuitive visual editing interface;
• One-click Launch: Supports quick deployment via run_app.py script and Windows batch files;
• Automated Workflow: Implements continuous integration and deployment via GitHub Actions.

1. Online Novel Authors Transitioning to Short Dramas: Batch conversion of works, maintaining original style, shortening conversion cycle;
2. Short Drama Studios: Rapid adaptation of popular novels, unified format standards, support for collaboration and version management;
3. Pre-production of Film and Television Companies: Evaluate adaptation potential, generate initial scripts, reduce development costs.

1. Open-source and Customizable: Allows custom models/prompts, adjustment of conversion strategies, and expansion of format support;
2. Local Deployment: Protects content privacy, supports local AI models (e.g., Ollama), and data is controlled by users;
3. Continuous Iteration: Open-source community participation, rapid feature updates, and timely bug fixes.

Novel2Script AI is positioned as an assistant for creators, handling tedious format conversion and consistency maintenance, allowing creators to focus on creativity. Future outlook: Support for more script formats, smarter character/plot analysis, integration with video generation tools, and expansion of multimodal creation capabilities. This tool provides an excellent open-source solution for novel-to-script conversion and is worth paying attention to and trying.