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NM Abstract

GEN-AI is an innovative AI-powered storytelling tool that utilizes natural language processing and machine learning to generate personalized narratives based on user preferences. The system outperforms existing algorithms in narrative quality and user engagement, indicating its potential for applications in various fields. The project outlines specific hardware and software requirements necessary for its implementation.

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kavithaaudhayakumar2005
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3 views2 pages

NM Abstract

GEN-AI is an innovative AI-powered storytelling tool that utilizes natural language processing and machine learning to generate personalized narratives based on user preferences. The system outperforms existing algorithms in narrative quality and user engagement, indicating its potential for applications in various fields. The project outlines specific hardware and software requirements necessary for its implementation.

Uploaded by

kavithaaudhayakumar2005
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as PDF, TXT or read online on Scribd
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GEN AI-AI FOR WRITNG CUSTOM STORIES: DEVELOP AN AI

POWERED STORYTELLING TOOL THAT CAN GENERATE


PERSONALISED NARRITIVES BASED ON USER INPUT

ABSTRACT:
This project introduces GEN-AI, a revolutionary personalized storytelling
system that uses natural language processing (NLP) and machine learning
approaches to create compelling narratives based on individual user preferences.
To maintain coherence and engagement, GEN-AI combines a transformer-based
language model with a narrative structure built around planning. Our system
uses a multi-task learning technique to create tailored stories based on user input
(genre, tone, length, and characters). The experimental results show that GEN-
AI exceeds existing storytelling algorithms in terms of narrative quality, user
engagement, and personalization accuracy. A user survey found that GEN-AI-
generated stories are more engaging and relatable than baseline model.

CONCLUSION
The AI-powered storytelling tool has the potential to revolutionize
personalized narrative generation. By leveraging NLP and machine learning,
this tool creates unique stories tailored to individual users' preferences. The
project's success will pave the way for innovative storytelling applications in
education, entertainment, and beyond.

2.SYSTEM REQUIREMENTS:
2.1 HARDWARE REQUIREREMENTS
1. Processor: Intel Core i5 or AMD equivalent
2. RAM: 16 GB
3. SSD: 512 GB
2.2 SOFTWARE REQUIREMENTS
1. Operating System: Windows
2. Programming Language: Python
3. Web interface: HTML, CSS & JAVASCRIPT
4. NLP Libraries: NLTK
5. Machine Learning Frameworks: TensorFlow
6. Database: MongoDB

2.3TOOLS AND VERSION


1.Python version: 3.10
2.Web interface: HTML5, CSS3
3.NLP LIBRARIES: NLTK3.5
4.Machine learning framework: Tensorflow2.4
5.Database: MongoDB5.0

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