Overview

Tutorials demonstrating how to configure recommendation and search engines using Shaped. Each tutorial covers a specific use case and dataset.

🤖 HackerNews "For You" Feed

Configure a personalized feed for HackerNews using a custom ranking algorithm with text encoding.

🛍️ Product Recommendations

Configure a product recommendation engine using the Amazon Product dataset with the Postgres connector.

🍿 Movie Recommendations

Configure a movie recommendation engine using the MovieLens dataset.

📚 Book Recommendations

Configure a book recommendation engine using the GoodBooks dataset and MongoDB connector.

🛒 Marketplace Recommendations

Configure a marketplace recommendation engine using the RentTheRunway dataset.

🎵 Artist Recommendations

Configure a music artist recommendation engine using the LastFM dataset.

🎮 Game Recommendations

Configure a game recommendation engine using the Steam Reviews dataset.

✨ Content Enrichment with LLMs

Use views and an LLM to enrich a movie table with generated descriptions.