Inspiration
We wanted to try something related to web scraping that could be used in a generative model, and also wanted to implement a website in a public domain to display our results.
What it does
We scraped the subreddit r/WritingPrompts to collect data and trained our model to generate writing prompts based on the data collected.
How we built it
We used python libraries for the model and AWS for the front end.
Challenges we ran into
We had trouble fitting the model and connecting the model to the website in the cloud.
Accomplishments that we're proud of
We were able to successfully fit a model, implement an existing model (GP2), and create a website in a public domain.
What we learned
We learned how to use various python libraries such as pendas and AWS resources such as flask.
What's next for Reddit Prompt Generator
We would like to improve our model and implement a function that will allow the model to generate writing prompts containing specific key words.
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