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: