yaaliuzhipeng / react-native-mlkit-entity-extraction Goto Github PK

Build Powerful React Native With Entity Extractor Amazing ⚡️

Most apps offer users very little interaction with text beyond the basic cut/copy/paste operations. Entity extraction improves the user experience inside your app by understanding text and allowing you to add helpful shortcuts based on context.

The Entity Extraction API allows you to recognize specific entities within static text and while you're typing. Once an entity is identified, you can easily enable different actions for the user based on the entity type. Supported entities included are:

This API focuses on precision over recognition. Some instances of a particular entity might not be detected in favor of ensuring accuracy.

yarn add react-native-mlkit-entity-extraction

or

npm i --save react-native-mlkit-entity-extraction

! Android Special

// 31 is required !
compileSdkVersion = 31
targetSdkVersion = 31

Quick example: identify language type

import MLKitEntityExtraction from './MLKitEntityExtraction';

const text = "My flight is LX373, please pick me up at 8am tomorrow. You can look up at http://github.com";

MLKitEntityExtraction.isModelDownloaded('ENGLISH')
    .then(v => {
		if (v) {
			//extrac it right now
            MLKitEntityExtraction.annotate(
                text,
                'ENGLISH',
                ['TYPE_FLIGHT_NUMBER','TYPE_DATE_TIME','TYPE_URL']
            ).then(v => {
				setExtractions(v);
			}).catch(e => {
                //something wrong
			})
		}else{
			//download model
			MLKitEntityExtraction
                .downloadModel('ENGLISH')
                .then(rs => {
					//download success
				}).catch(e => {
					//something wrong
				})
			}
	});

Remember !!! ✨ Always check model firstly ; Do not translate text if the model is not downloaded

use MLKitEntityExtraction.isModelDownloaded to check

• ARABIC
• GERMAN
• ENGLISH
• SPANISH
• FRENCH
• ITALIAN
• JAPANESE
• KOREAN
• DUTCH
• POLISH
• PORTUGUESE
• RUSSIAN
• THAI
• TURKISH
• CHINESE

• ADDRESS
• DATE_TIME
• EMAIL
• FLIGHT_NUMBER
• IBAN
• ISBN
• PAYMENT_CARD
• PHONE
• TRACKING_NUMBER
• URL
• MONEY

WatermelonDB was created by @yaaliuzhipeng

react-native-mlkit-translate-text is available under the MIT license. See the LICENSE file for more info.