Discover the TWEWY Discord Chatbot Project
Have you ever wanted to chat with your favorite video game character as if they were real? The TWEWY Discord Chatbot project makes this possible by bringing virtual characters to life through engaging conversations on Discord. This innovative project leverages advanced AI to mimic the speech patterns of characters from the game "The World Ends With You" (TWEWY).
What is the TWEWY Discord Chatbot?
The TWEWY Discord Chatbot is an AI-powered chatbot designed to communicate like characters from "The World Ends With You." This project uses Microsoft's DialoGPT conversational model, which has been fine-tuned specifically with the game script dialogues. This customization aims to replicate the unique speaking style of TWEWY's characters, making interactions feel authentic.
A Closer Look at the Character Joshua
Central to this project is Joshua, a quirky and beloved character from TWEWY. By training the model with approximately 700 of Joshua's lines from the game, the chatbot captures his distinctive personality. This ensures that conversations will resemble those you might have with Joshua himself.
Experience the Chatbot in Action
The project offers a fantastic demo of the bot in use on Discord, showcasing how the chatbot dialogs in Joshua's trademark manner. Additionally, you can engage with this model directly on Hugging Face's Model Hub, offering a seamless way to experience the bot without any setup hassles.
Building and Utilizing the Chatbot
The project consists of several key components:
- Model Training and Upload Workflow: This section involves a Google Colab notebook used for training the AI model with game scripts and uploading it to the Hugging Face Model Hub.
- Discord Bot Scripts: There are both Python (
discord_bot.py) and JavaScript (discord_bot.js) scripts available. These scripts are designed to be imported into Repl.it, a popular online coding platform, allowing users to deploy the bot in their Discord servers easily.
Resources and Guides
The project is supported by various resources:
- A 15-minute chat demo video provides a quick walkthrough of the chatbot capabilities.
- Comprehensive tutorials are available on freeCodeCamp and YouTube, including a detailed explanation of setting up the chatbot both in Python and JavaScript.
- There's also a TWEWY dataset on Kaggle for those interested in exploring the data used to train the chatbot.
- The Hugging Face Model page allows direct interaction with the trained model to experience Joshua's conversational style without any prerequisites.
With these resources, the TWEWY Discord Chatbot project offers a unique opportunity to dive into AI, chatbot development, and the fascinating world of character-based interactions. Whether you're a tech enthusiast or a TWEWY fan, this project promises an enjoyable and educational experience.