wonmor/talk-to-a-subreddit

Talk to a Subreddit is an AI chatbot that lets you talk to any subreddits on Reddit with its own unique personality. Powered by BERT and deep learning, using the Seq2Seq model with the help of Google Tensorflow.

Talk to a Subreddit is an AI chatbot that lets you talk to any subreddits on Reddit with its own unique personality. Powered by BERT and deep learning, using the Seq2Seq model with the help of Google Tensorflow.

The bot primarily learns from Reddit's posts and comments. This large dataset comes from different subreddits; our goal is to not only closely model the way redditors talk, but also give out unnecessary advices to geeks and nerds on the internet.

Launch Website

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Feature 1: Your Stupidly Loyal Friend

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Feature 2: It's Got Humour too

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Dependencies

Server

• Flask
• SQLAlchemy
• TensorFlow
• TFLearn
• Natural Language Toolkit (NLTK)
• KeyBERT
• Python Reddit API Wrapper (PRAW)

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Client

• React
• ThreeJS
• Redux
• Chakra UI
• Axios
• SocketIO
• Docker

talk-to-a-subreddit's Issues

Ask continual learning model

• give users option to give ranking to each chat and remove results that users didnt like

• let users train the bot by helping the process of extracting the keywords

Add "Consider donating" pop-up message

Send button not working

Fix it!

Add loading ting to <Suspense> fallback

Build log not appearing

Dev - mobile view overflowing

Fix lack of distinction between two subreddit bots

Reverse order the chat history

Optimize UI

Remove the first header text

Display subreddit name in the chat menu

Make the rotation happen asynchronously to the frame rate

Use delta time