flair-simple-introduction

What's this?

The purpose of this repository is to show flair usage, which I wrote on my article.

This repository is NOT OFFICIAL. If you wanna know flair itself, I recommend to look official github documentation.

Python3.7+

src/train_model.py # how to use flair model which is the same as official documentation.
src/use_embeddings.py # how to use pretrained model with sklearn
main.py # FastAPI

Since Pipfile.lock is available, you just do

$ pip3 install pipenv && pipenv sync --dev && pipenv run setup

flair trial

$ pipenv run flair-model

flair with sklearn

$ pipenv run emb

launch api

$ pipenv run api