https://github.com/lunayach/visner

In the wild extraction of entities that are found using Flair and displayed using a very elegant front-end.
https://github.com/lunayach/visner

angular4 contextual-embeddings deployment entity-extraction explainable-ai flair flair-embeddings flask ner nlp nlp-machine-learning python visualization

Last synced: 4 months ago
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In the wild extraction of entities that are found using Flair and displayed using a very elegant front-end.

• Host: GitHub
• URL: https://github.com/lunayach/visner
• Owner: lunayach
• License: mit
• Created: 2019-07-23T06:06:19.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2023-01-07T08:02:19.000Z (about 2 years ago)
• Last Synced: 2024-10-11T08:05:24.930Z (4 months ago)
• Topics: angular4, contextual-embeddings, deployment, entity-extraction, explainable-ai, flair, flair-embeddings, flask, ner, nlp, nlp-machine-learning, python, visualization
• Language: HTML
• Size: 1.54 MB
• Stars: 69
• Watchers: 4
• Forks: 7
• Open Issues: 31
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# visNER

In the wild extraction of entities that are found using **Flair** and displayed using a very elegant front-end. 

### Screenshot



### Setting it up

#### Extractor (The backend)

- Change the directory to ``Extractor``.

- Open a terminal in the directory and do ``pip install -r requirements.txt``. (Recommended in a Python virtual environment).

- That's it, do ``python run.py ``. (By default, it opens the Flask server in the 8500. To run in other port, do ``python run.py --port `` )

#### Angular Frontend

- Open the terminal in the main directory and do ``npm install``.

- Now do, ```ng serve``` in the terminal in the same directory.

- Navigate to `http://localhost:4200/`. visNER is now live there.

#### Credits

[Flair](https://github.com/zalandoresearch/flair)

#### Issues

The project is still in the very early stage. For any feature requests, errors, documentation requests or suggestions, please feel free 

to open issues in the repository.

#### Contact

[Mail](mailto:[email protected]) [Twitter](https://twitter.com/mayank_lunayach)