README.md

metadata

title: Moody Lyrics
emoji: 👀
colorFrom: gray
colorTo: indigo
sdk: docker
pinned: false
license: mit

Moody Lyrics

Song recommendation website.

High-Level Functional Features

• Associates a song with a mood based on the lyrics.
• Lists out similar songs. (TODO)

Eventual Non-Functional Features

• Scale - 1 million reqs/second
• Availability - Limited downtime

High Level Architecture

• A simple web app that takes in song name and artist.
• A backend server that -
  • Fetches the lyrics from genius.com
  • Passes the lyrics into the model to assign a mood.
  • Uses this mood to fetch similar songs. (TODO)
• Backend served and scaled by TFX (TODO)

Tech Stack

• Front-end - React (TODO)
• Rest of the stuff in Python.
• Database - TBD

TODO

• Deploy the simple flask app
• Added functionality: Interpet model prediction
• Added functionality: Store predictions
• Added functionality: Validation by user