https://github.com/sophiadt/707bot

A discord bot with AI that can simulate a conversation as 707 from Mystic Messenger
https://github.com/sophiadt/707bot

707 ai chatbot discord discord-api discord-bot google-colab python

Last synced: about 2 months ago
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A discord bot with AI that can simulate a conversation as 707 from Mystic Messenger

• Host: GitHub
• URL: https://github.com/sophiadt/707bot
• Owner: sophiadt
• License: mit
• Created: 2022-12-20T03:20:57.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-01-08T05:06:09.000Z (over 3 years ago)
• Last Synced: 2023-07-20T08:38:20.367Z (almost 3 years ago)
• Topics: 707, ai, chatbot, discord, discord-api, discord-bot, google-colab, python
• Language: Jupyter Notebook
• Homepage: https://huggingface.co/sophiadt/DialoGPT-medium-707?text=Hi%21+I%27m+MC%7E
• Size: 21.5 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# 707 Discord AI Chat Bot

An AI discord bot that can simulate a conversation with RFA's best hacker, 707 from [Mystic Messenger](https://en.wikipedia.org/wiki/Mystic_Messenger)!

Credits to Lynn Zheng and her [Discord AI Chatbot tutorial](https://www.freecodecamp.org/news/discord-ai-chatbot/) as well as Rostyslav Neskorozhenyi and his [post about making a Rick Sanchez bot](https://towardsdatascience.com/make-your-own-rick-sanchez-bot-with-transformers-and-dialogpt-fine-tuning-f85e6d1f4e30) for helping me build this.

The chatbot uses the [Microsoft DialoGPT conversational model](https://huggingface.co/microsoft/DialoGPT-medium) that has been trained with [707's messages in the Deep Story from this Kaggle dataset](https://www.kaggle.com/datasets/pineapplesoup/707-messages). The dataset has almost 4000 lines and I trained it for 12 epochs to give a perplexity of around 1.3. The perplexity represents how confused the model is so the higher the perplexity, the more confused the model is. 1.3 is a very low perplexity but the chat bot still has some out-of-character responses. With this amount of data, the model took around 1.5 hours to train.

If you want to try out my chatbot, you can go [here](https://huggingface.co/sophiadt/DialoGPT-medium-707?text=Hi%21+I%27m+MC%7E) where it's hosted on Hugging Face's Model Hub.

## Project Files

* `model_train_upload_workflow.ipynb`: Notebook to be run in Google Colab to train and upload the model to Hugging Face's Model Hub

* `main.py`: Script to be imported into a Repl.it Python Discord.py project

* `keep_alive.py`: Script to keep the discord bot alive for half an hour after main.py is run

## Resource Links

* [Lynn Zheng's tutorial on freeCodeCamp](https://www.freecodecamp.org/news/discord-ai-chatbot/)

* [Lynn Zheng's video tutorial on YouTube](https://youtu.be/UBwvFuTC1ZE)

* [707 messages dataset on Kaggle](https://www.kaggle.com/datasets/pineapplesoup/707-messages)

* [My Hugging Face Model](https://huggingface.co/sophiadt/DialoGPT-medium-707)