Steam Embedding Search

A web application for searching Steam games using embeddings generated from game descriptions and reviews.

December 28, 2023

Steam Game Search Overview

A brief implementation overview of the entire project and how it was put together, including definitions and background information needed to understand how it works.

November 20, 2023

Part 1: Obtaining Data

Covering how to query the Steam API to get game data, and how to store it in a database from Python. It also covers some issues that arose along the way.

November 20, 2023

Part 2: Creating the Embeddings

This post covers how I used Instructor to create embeddings for my database. Details involved include how I implemented chunking, and how I stored embeddings in sqlite3.

November 20, 2023