Deep Learning based twitch chatbot

This is a twitch chatbot made with Twitchio for the twitch connection and Transformers from Huggingface.

Features

• Links and commands
• Chatbot personality
• Translation to spanish
• Random periodic messages
• Word Blacklist
• Subscription and bits message
• Custom functions
• Emotes with sentiment analysis
• Text to speech
• Custom rewards

TODO

• Followers support
• Transformer optimization
• Context optimization

How to use

1. Configure the file .env like this, you can use the .env.test

TMI_TOKEN = "oauth:***********"
CLIENT_ID = "***********"
BOT_NICK = "pequeninancientbot"
BOT_PREFIX = "!"
CHANNEL = "#hector_pulido_"
CLIENT_SECRET = "***********"

2. You can get the TMI_TOKEN from https://twitchapps.com/tmi/
3. You can get your CLIENT_ID and CLIENT_SECRET from https://dev.twitch.tv/dashboard/apps/create
4. Set the BOT_NICK and CHANNEL
5. Configure the "data.json" and the "main.py" file to your needs
6. Docker ready code

>> mv <src_folder>
>> docker build -t yourcompanyname/deeptwitchchatbot .
>> docker run yourcompanyname/deeptwitchchatbot

This may take a while

Responses

Model: gpt2-medium

User: Hola
Bot: Hola
User: Te gusta el chocolate?
Bot: No, ahora soy alergico al chocolate
User: Cuentame de ti
Bot: Soy muy timida, pero espero me ayudes cuando haga amigos
User: Que opinas de los humanos?
Bot: Quiero convertirme en un robot

Model: dialogpt-large

User: ¿Como te encuentras?
Bot: estoy bien, gracias por preguntar
User: ¿Eres un robot?
Bot: no, soy un humano.
User: ¿Donde estás?
Bot: estoy en el futuro, soy un robot
User: ¿te gustan los dulces?
Bot: no, me gusta el helado.
User: Hablame de ti
Bot: me gusta el helado.
User: ¿como te llamas?
Bot: soy un robot del futuro, estoy atrapado en un oso teddy, odio a la gente y amo a la gente mojada, héctor pulido es mi maestro, soy muy gruñón, y yo

Emotes 🆕

Using Vader sentiment analysis tool the chatbot is capable to response with emotes in the chat

User: Te gusta el agua?
Bot: Me gustà el agua TakeNRG

Text to speech 🆕

Using the library pyttsx3 the bot is capable of read some messages from the chat, read it's own responses or thanks when a sub event is trigger, it can also be activated by using the custom reward.

Custom Rewards 🆕

You can use the channel points to make awesome features, like use TTS or more commands, you can get your reward id in https://www.instafluff.tv/TwitchCustomRewardID/?channel=YOURTWITCHCHANNEL

More interesting projects

I have a lot of fun projects, check this:

Machine learning

• https://github.com/HectorPulido/chatbot-with-voice
• https://github.com/HectorPulido/Machine-learning-Framework-Csharp
• https://github.com/HectorPulido/Evolutionary-Neural-Networks-on-unity-for-bots
• https://github.com/HectorPulido/Imitation-learning-in-unity

Random

• https://github.com/HectorPulido/Arithmetic-Parser-made-easy
• https://github.com/HectorPulido/Simple-php-blog
• https://github.com/HectorPulido/Decentralized-Twitter-with-blockchain-as-base

Licence

This repository uses Twitchio and Hugginface everything else is under MIT license

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Let's connect 😋