Ever asked yourself, "Am I the asshole here?" This application helps you answer that. Based on the famous subreddit /r/AmItheAsshole, the goal of the app is to take a story yours and classify whether:
- YTA: You're the Asshole
- NTA: Not the Asshole
- ESH: Everyone Sucks here
- NAH: No Assholes here
- Develop API that fetches AITA posts from reddit ✔️
- Create v1 text categorizer that predicts YTA/NTA ✔️
- Develop v1 frontend that accepts a story and predict category 🚧
- Add explainable AI that highlights why category was selected 🚧
Define .env file in project root and supply reddit credential. Here is the official OAuth Guide from asyncpraw, the library used for fetching posts from reddit:
# need to generate your own OAuth credentials
REDDIT_CLIENT_ID=
REDDIT_CLIENT_SECRET=
REDDIT_PASSWORD=
REDDIT_USERNAME=Common commands are detailed in the projects Makefiles.
No data that you pass to Asshole Predictor will be saved. The model will only be trained on posts from /r/AmItheAsshole, which are monitored to prevent users from posting personally-identifying information like names, numbers, addresses, etc. Also, any model that is generated from this data is highly biased so don't take the response seriously.