@algolia/recommend

What is @algolia/recommend?

@algolia/recommend is a JavaScript library that provides tools to integrate Algolia's recommendation engine into your application. It allows you to easily implement personalized recommendations, related products, and other recommendation-based features using Algolia's powerful search and recommendation APIs.

What are @algolia/recommend's main functionalities?

Personalized Recommendations

This feature allows you to fetch personalized recommendations for a specific user. By providing the user token and the index name, you can retrieve a list of recommended items tailored to the user's preferences.

const { createRecommendClient } = require('@algolia/recommend');
const recommendClient = createRecommendClient({
  appId: 'YourApplicationID',
  apiKey: 'YourAdminAPIKey'
});

recommendClient.getPersonalizedRecommendations({
  indexName: 'products',
  userToken: 'user-123',
  maxRecommendations: 5
}).then(({ results }) => {
  console.log(results);
});

Related Products

This feature allows you to fetch products related to a specific item. By providing the object ID of the product and the index name, you can retrieve a list of items that are similar or related to the specified product.

const { createRecommendClient } = require('@algolia/recommend');
const recommendClient = createRecommendClient({
  appId: 'YourApplicationID',
  apiKey: 'YourAdminAPIKey'
});

recommendClient.getRelatedProducts({
  indexName: 'products',
  objectID: 'product-123',
  maxRecommendations: 5
}).then(({ results }) => {
  console.log(results);
});

Frequently Bought Together

This feature allows you to fetch items that are frequently bought together with a specific product. By providing the object ID of the product and the index name, you can retrieve a list of items that are commonly purchased along with the specified product.

const { createRecommendClient } = require('@algolia/recommend');
const recommendClient = createRecommendClient({
  appId: 'YourApplicationID',
  apiKey: 'YourAdminAPIKey'
});

recommendClient.getFrequentlyBoughtTogether({
  indexName: 'products',
  objectID: 'product-123',
  maxRecommendations: 5
}).then(({ results }) => {
  console.log(results);
});

Other packages similar to @algolia/recommend

recombee-api-client

Recombee API Client is a library for integrating Recombee's recommendation engine into your application. It offers similar functionalities such as personalized recommendations, related items, and frequently bought together features. Compared to @algolia/recommend, Recombee provides a more extensive set of recommendation algorithms and customization options.

predictionio

PredictionIO is an open-source machine learning server for building and deploying predictive engines. It allows you to create custom recommendation systems, including personalized recommendations and related items. While it offers more flexibility and customization compared to @algolia/recommend, it requires more setup and maintenance.

README

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