bledem/nlp_recommend

NLP-based recommendation systems for litterature and self-help.

nlp_recommend

1. Set up your environment

pip install virtualenv
python3 -m venv env
source env/bin/activate
pip install -r requirements.txt 

2. Download pre-trained weights

Download models

https://drive.google.com/drive/folders/1gtR-5KXIfm_LFCHO9z8ReoMTd09B-QAR?usp=sharing

Copy the directory models in the folder.

Architecture:

Readme.md
requirements.txt
models
nlp_recommend

3. Run the app

(you need to export the variable in CLI every time you launch the app)

export FLASK_APP=app/app/py
export FLASK_ENV=development
flask run -h localhost -p 5000

Go to url: localhost:5000 in your browser.

Upgrade for better model

If you have 32Gb RAM Memory, you can try to load philosophy_container.pkl instead of philosophy_container_light.pkl in the module app.py.