Analysis of full-cycle creative support system
The platform uses a modular design concept to deconstruct the traditional writing process into combinable functional units:
- pre-creation stageThe title generator uses LDA topic modeling technology to produce 200+ candidate titles based on 3-5 keywords; the worldview builder uses knowledge graph technology to automatically associate history, geography, and other elements
- text creation period: Based on the GPT-4 optimized continuation engine, providing 6 optional styles of writing while maintaining contextual consistency; Dialogue Simulator uses the character BERT model to achieve stylized output of the character's language.
- later refinement: Plot checker automatically marks narrative holes through logical analysis of events; Emotion curve analysis tool visualizes changes in story tension
This toolchain has successfully assisted in the completion of 32,000 mid-length works, with a user retention rate of 78%.
This answer comes from the articleWhite Dream Writing: a free AI smart novel and screenplay writing assistantThe
May not be reproduced without permission:AI productivity tools " White Dream Writing's Creative Toolkit Enables Complete Transformation from Concept to Finished Product
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