learning_entity_extraction 0.0.1

The easy way to use ML Kit for entity extraction in Flutter.

ML Entity Extraction

The easy way to use ML Kit for entity extraction in Flutter.

Getting Started

Add dependency to your flutter project:

$ flutter pub add learning_entity_extraction

or

dependencies:
  learning_entity_extraction: ^0.0.1

Then run flutter pub get.

Usage

import 'package:learning_entity_extraction/learning_entity_extraction.dart';

Extracting Entities

EntityExtractor extractor = EntityExtractor();
List result = await extractor.extract(text);
print(result);

Dispose

extractor.dispose();

Entity Model Management

Get list of downloaded entity models.

var models = await EntityModelManager.list();
print(models);

Download entity model.

await EntityModelManager.download(ENGLISH);

Check availability of entity model (downloaded or not).

// exist will true if the model is already downloaded before
var exist = await EntityModelManager.check(ENGLISH);
print('Check model: $exist');    

Delete entity model.

await EntityModelManager.delete(ENGLISH);

Supported Languages

Here is language variables you can use in learning_entity_extraction.

const ARABIC = 'arabic';
const CHINESE = 'chinese';
const DUTCH = 'dutch';
const ENGLISH = 'english';
const FRENCH = 'french';
const GERMAN = 'german';
const ITALIAN = 'italian';
const JAPANESE = 'japanese';
const KOREAN = 'korean';
const POLISH = 'polish';
const PORTUGUESE = 'portuguese';
const RUSSIAN = 'russian';
const SPANISH = 'spanish';
const THAI = 'thai';
const TURKISH = 'turkish';

Example Project

You can learn more from example project here.