What is @algolia/client-personalization?
@algolia/client-personalization is an npm package that provides tools to personalize search and discovery experiences using Algolia's Personalization API. It allows developers to create and manage personalization strategies, user profiles, and events to tailor search results based on user behavior and preferences.
What are @algolia/client-personalization's main functionalities?
Create Personalization Strategy
This feature allows you to create and set a personalization strategy. The strategy includes scoring for different events and facets, which helps in tailoring search results based on user interactions.
const algoliasearch = require('algoliasearch');
const client = algoliasearch('YourApplicationID', 'YourAdminAPIKey');
const personalization = client.initPersonalization();
const strategy = {
eventsScoring: {
'view': { score: 1 },
'click': { score: 2 }
},
facetsScoring: {
'brand': { score: 1 }
}
};
personalization.setPersonalizationStrategy(strategy).then(() => {
console.log('Personalization strategy set successfully');
}).catch(err => {
console.error('Error setting personalization strategy:', err);
});
Get Personalization Strategy
This feature allows you to retrieve the current personalization strategy. It helps in understanding the existing configuration and making necessary adjustments.
const algoliasearch = require('algoliasearch');
const client = algoliasearch('YourApplicationID', 'YourAdminAPIKey');
const personalization = client.initPersonalization();
personalization.getPersonalizationStrategy().then(strategy => {
console.log('Current personalization strategy:', strategy);
}).catch(err => {
console.error('Error getting personalization strategy:', err);
});
Send User Event
This feature allows you to send user events to Algolia. These events are used to track user interactions and improve the personalization of search results.
const algoliasearch = require('algoliasearch');
const client = algoliasearch('YourApplicationID', 'YourAdminAPIKey');
const personalization = client.initPersonalization();
const event = {
eventType: 'click',
eventName: 'product_clicked',
index: 'your_index_name',
userToken: 'user_123',
timestamp: Date.now()
};
personalization.sendEvent(event).then(() => {
console.log('Event sent successfully');
}).catch(err => {
console.error('Error sending event:', err);
});
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