https://github.com/kasakee/spacy-nlp-node

A library that will expose the parse method of SpaCy to Node.js
https://github.com/kasakee/spacy-nlp-node

natural-language-processing nlp node node-js nodejs spacy spacy-nlp spacy-nlp-node spacy-node

Last synced: 2 months ago
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A library that will expose the parse method of SpaCy to Node.js

• Host: GitHub
• URL: https://github.com/kasakee/spacy-nlp-node
• Owner: KaSakee
• License: mit
• Created: 2022-03-31T14:56:41.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-04-04T07:50:01.000Z (over 2 years ago)
• Last Synced: 2024-10-12T06:01:38.097Z (2 months ago)
• Topics: natural-language-processing, nlp, node, node-js, nodejs, spacy, spacy-nlp, spacy-nlp-node, spacy-node
• Language: JavaScript
• Homepage:
• Size: 30.3 KB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Spacy for Node.js

This library exposes the `parse` method of [SpaCy](https://spacy.io) to Node.js.

With this library, you can easily parse text in Node.js with SpaCy's industry-leading accuracy.

## Installation

To install this library, simply run:

```

npm install --save spacy-nlp-node

```

And if needed navigate to the library folder and install the requirements.txt by running:

Use pip, or pip3 which is available.

```

pip install -r requirements.txt

```

## Usage

To use this library, simply require it and call the `parse` method:

javascript

```

import { parse, isReady } from "spacy-nlp-node";

```

```

var text = 'This is some text to parse.';

try {

const result = await parse({ text: text, TimeoutLimit: 1000 * 60 });

//Do something with the result

} catch (error) {

//Do something with the error, it could be {error: "No response received, Time out"}

}

```

The `parse` method returns a object from SpaCy.

Example:

```

{

text: "",

ents: [{ start: 0, end: 0, label: "" }],

sents: [{ start: 0, end: 0 }],

tokens: [

{

id: 0,

start: 0,

end: 0,

tag: "",

pos: "",

morph: "",

lemma: "",

dep: "",

head: 0,

},

],

}

```

## Models

The model used in this library "for now" is "en_core_web_trf", Will be adding more models to it soon if someone asked for it.

## Help

If there is anything that needs fixing or edited, please open an issue. You may also make a feature request.

## License

This library is released under the MIT license.