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https://github.com/kayroye/jyne

Just Your Neighbourhood Executable - A versatile Discord bot built with Discord.js that could do almost anything.
https://github.com/kayroye/jyne

bot discordjs gpt-3 nltk stable-diffusion

Last synced: 2 months ago
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Just Your Neighbourhood Executable - A versatile Discord bot built with Discord.js that could do almost anything.

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README 

          



JYNE Bot



# J.Y.N.E

### Just Your Neighbourhood Executable



A versatile Discord bot built with Discord.js that offers a wide range of features including music playback, currency system, games, moderation tools, and AI-powered conversations. JYNE was designed to be your all-in-one Discord companion.



![GitHub stars](https://img.shields.io/github/stars/kayroye/JYNE)

![GitHub issues](https://img.shields.io/github/issues/kayroye/JYNE)

![GitHub license](https://img.shields.io/github/license/kayroye/JYNE)






## ✨ Features



🎵 Music System



- Play music from YouTube and other sources

- Queue management with skip, pause, and resume functionality

- Real-time notifications for track changes

- Automatic disconnection when voice channel is empty



💰 Currency System



- Virtual currency called "Elysium"

- Daily and weekly rewards for active users

- Balance checking and transfer between users

- Currency integration with games and activities



🎮 Games & Entertainment



- Blackjack with betting system

- Hangman with various categories

- Guess the Number (GTN) with difficulty levels

- 8-ball fortune telling

- Coin flip and other mini-games

- Leaderboards to track high scores



🤖 AI Integration



- GPT-3.5 Turbo powered conversations

- Thread-based chat system for extended interactions

- Text summarization using NLP techniques

- Personalized AI responses based on user settings

- Image generation using Stable Diffusion



🔍 Search & Information



- Web search functionality

- YouTube video search

- Image search capabilities

- Cryptocurrency market information

- Chess.com player statistics



👮 Moderation Tools



- User management

- Strike system for rule violations

- Server configuration options

- Customizable user settings



## 🛠️ Tech Stack



- **Core**: Discord.js v14, Node.js

- **Database**: MongoDB with Mongoose

- **AI Integration**: OpenAI API (GPT-3.5 Turbo), Stable Diffusion (A1111)

- **Music Playback**: discord-player, @discordjs/voice

- **External APIs**: Twitter API, Chess.com API, CoinMarketCap, Google Translate

- **NLP & ML**: Python with NLTK, NetworkX for text summarization



## 🚀 Key Commands



### Music

- `/music play` - Play a song from YouTube

- `/music skip` - Skip the current song

- `/music queue` - View the current queue

- `/music stop` - Stop playback and clear the queue



### Currency

- `/daily` - Claim your daily Elysium reward

- `/weekly` - Claim your weekly Elysium reward

- `/balance` - Check your Elysium balance

- `/pay` - Transfer Elysium to another user



### Games

- `/blackjack` - Play blackjack with betting

- `/hangman` - Play a game of hangman

- `/gtn` - Play Guess the Number with various difficulties

- `/8ball` - Ask the magic 8-ball a question

- `/coinflip` - Flip a coin



### AI & Search

- `/chat` - Start a conversation with JYNE powered by GPT-3.5

- `/dream` - Generate images using Stable Diffusion

- `/search web` - Search the web for information

- `/search youtube` - Search for YouTube videos

- `/search images` - Search for images



## 💻 Machine Learning Features



JYNE includes a text summarization system built with Python and NLTK. The summarizer uses:



- Natural Language Processing techniques

- Cosine similarity to measure sentence relationships

- PageRank algorithm to identify key sentences

- Vector space models for text representation



The summarizer can condense large texts into concise summaries while preserving the most important information.



### Image Generation with `/dream`





JYNE Dream Loading




JYNE features a powerful AI image generation system powered by Stable Diffusion running locally:



- **Multiple Models**: Choose from different Stable Diffusion models:

  - Main (SD v1.5 Enhanced with mdjrny-v4 style)

  - Realistic Vision (optimized for people and animals)

  - Fantasy/RPG (DreamShaper model for fantasy scenes)

  - Classic SD v1.5



- **Customization Options**:

  - Aspect ratio selection (1:1, 2:3, 3:2)

  - Custom negative prompts for better results

  - Sampler selection (DPM Solver, DPM++ 2M, LMS, Euler Ancestral)

  - Face correction for better human faces

  - Upscaling options (Regular or Anime-optimized)

  - Custom seed values for reproducible results

  - Adjustable inference steps (20-30 recommended)



- **Real-time Progress Updates**:

  - Live percentage updates during generation

  - Custom loading animations

  - Color-coded status indicators



- **Content Safety**:

  - Built-in content filtering system

  - Strike system for inappropriate prompt attempts

  - Automatic prompt analysis for prohibited content



- **Gallery System**:

  - All generated images saved to user profiles

  - Browse through previous creations

  - View detailed metadata (prompt, seed, date, model used)



The system connects to a locally hosted Stable Diffusion API (running on port 9090) and saves generated images to the bot's file system, with references stored in MongoDB.



## 🗃️ Database Structure



JYNE uses MongoDB to store user data, including:



- User profiles with currency balances

- Game statistics and high scores

- Achievement tracking

- User preferences and settings

- Command usage history

- Guild-specific configurations

- AI-generated image metadata and references



## 🔄 Development Timeline



- **2022**: Initial development and core features

- **2023**: Advanced features, AI integration, and refinements

- The bot was built using an older version of Discord.js and may require updates to work with the current Discord API



## 🙏 Acknowledgments



- [Discord.js](https://discord.js.org/) for the Discord API wrapper

- [OpenAI](https://openai.com/) for the GPT-3.5 Turbo API

- [Stable Diffusion](https://stability.ai/stable-diffusion) for image generation capabilities

- [AUTOMATIC1111](https://github.com/AUTOMATIC1111/stable-diffusion-webui) for the Stable Diffusion WebUI

- [MongoDB](https://www.mongodb.com/) for the database

- [NLTK](https://www.nltk.org/) for natural language processing capabilities



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*Note: This bot was developed as a personal project and is no longer actively maintained. The code is provided as-is for educational purposes.*