NER_STREAMLIT

A general purpose Named Entity Recognition model using Spacy.

UI - guarded by Streamlit.
This application was deployed to Heroku.
APP LINK : https://ner-streamlit-nav.herokuapp.com/

REQUIREMENTS:

Python 3.7+
spacy==3.0.0
streamlit
spacy_streamlit
Download the en_core_web_sm package for Spacy v3.0.0 as follows.

pip install https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.0.0/en_core_web_sm-3.0.0.tar.gz

CREATING VENV IN CONDA:

conda create --name myenv

Using a virtual environment:

conda activate myenv

Deactivating a virtual environment:

conda deactivate myenv

RUNNING THE APPLICATION:

Install all the dependencies in the virtual environment.
Then run :

streamlit run app.py

Your app will be running in the local server.
Then deploy the app to Heroku or some other platforms you like!
Build pack to be added in Heroku :

heroku/python

The home page of the web app is shown below:

index