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MPTI: Meet Persona Through AI
Jun - Dec 2021 (@Tobigs, Big Data Study Group)

Summary
MPTI is a conversational AI project that lets users chat with movie character personas, like Sherlock Holmes and Iron Man, using chatbots fine-tuned on their movie dialogues for realistic, character-driven interactions.

MPTI (Meet Persona Through AI) is a conversational AI project that enables users to interact with movie characters through chatbot services. The system features two distinct chatbots: MPTI_Sherlock, powered by DialoGPT, and MPTI_Ironman, built on GPT-2. Each chatbot is fine-tuned on dialogue datasets extracted from movie scripts to accurately replicate the personalities and speech patterns of the respective characters. Users can engage in natural conversations with these AI personas, experiencing immersive interactions that mimic the original characters. The project demonstrates the application of large-scale pre-trained language models for persona-driven dialogue generation and provides resources for training, inference, and further customization of character-based chatbots.

Demo

Sherlock Iron Man

Resources

The project code is here.