The movie recommendation app

Get Started

From here, you can run pip install commands

In order to run the app

Make sure to cd into server and client directories respectively

In client:

cd client
npm i
npm run dev

In server: Run commands in order to run the right python environment

cd server
python -m venv .venv
source ./.venv/Scripts/activate
python.exe -m pip install --upgrade pip
pip install -r requirements.txt
python server.py

ML Model

Refer to this video https://youtu.be/pvY0BmAFxwg?si=2-8nCJE4BAcYjrA5

Model: https://tfhub.dev/google/universal-sentence-encoder/4

Dataset: https://www.kaggle.com/datasets/omkarborikar/top-10000-popular-movies?resource=download

In order to test the model, make sure to be in venv before running the command

jupyter notebook