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AI Story Generator Using GPT-2 and Deep Learning

B. KUMARI, V. PRASANTH KUMAR

Assistant Professor, 2 MCA Final Semester, Master of Computer Applications,

Sanketika Vidya Parishad Engineering College, Vishakhapatnam, Andhra Pradesh, India.

Abstract:

AI Story Generator is an AI-generated story maker that can help us come up with new ideas and storylines. It automatically generates a story plot based on a given input. It uses artificial intelligence algorithms to interpret the provided information and create a cohesive narrative, depending upon the category the user selects and wishes to write story on, there will be different set of categories and worlds, where one can select their desired option and

continue generating the story. We can also save the progress, so there will be no issue of progress loss. We cannot change our selected category and world, once it is selected initially, as the category and world are confined to one story project, if there are any changes in the world and category, the user need to start with a new story project. AI Story Generator is a very helpful as a tool for content writers and novelist, who face creative block where they

are not able to think of any new ideas, AI Story Generator comes to the rescue as it helps the user to develop a story on its own by taking the required keywords for the story to start with and the rest AI will take care for the generation of the story. The AI story generator is an exciting technology that uses artificial intelligence to create compelling narratives tailored to individual preferences. It leverages machine learning algorithms and natural language processing to generate stories that are not only engaging but also personalized. The development and implementation of AI story generators have the potential to revolutionize the way we think about storytelling. By creating stories that are unique to each individual, this technology can transform the way we consume and interact with media. It can be used for a variety of applications, including video games, virtual reality experiences, educational materials, and marketing campaigns

Index Terms — AI Story Generator, Deep Learning, Transformer Models, NLP, GPT-2, GPT-Neo, Story Generation, MongoDB, Flask, Text-to-Speech, Creative Writing