https://github.com/navaneethelite/ner_streamlit

A genreal purpose Named Entity Recognition model using Spacy v3. This web app was built using streamlit and deployed to Heroku.
https://github.com/navaneethelite/ner_streamlit

heroku-app nlp spacy

Last synced: 27 days ago
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A genreal purpose Named Entity Recognition model using Spacy v3. This web app was built using streamlit and deployed to Heroku.

• Host: GitHub
• URL: https://github.com/navaneethelite/ner_streamlit
• Owner: NAVANEETHELITE
• Created: 2021-07-27T17:25:10.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-09-12T18:17:33.000Z (over 3 years ago)
• Last Synced: 2024-06-09T15:25:07.299Z (7 months ago)
• Topics: heroku-app, nlp, spacy
• Language: Python
• Homepage: https://ner-streamlit-nav.herokuapp.com/
• Size: 25.9 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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. 

```sh

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:

```sh

conda create --name myenv

```

Using a virtual environment:

```sh

conda activate myenv

```

Deactivating a virtual environment:

```sh

conda deactivate myenv

```

### RUNNING THE APPLICATION:

- Install all the dependencies in the virtual environment.

- Then run :

```sh

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 :  

```sh

heroku/python

```

- The home page of the web app is shown below: