Fuzzy Search Gems in Ruby on Rails

A Comprehensive Comparison

Patrick Karsh
3 min readMar 16, 2024

Fuzzy search capabilities are crucial for modern web applications, allowing users to find what they’re looking for despite misspellings or partial queries. Ruby on Rails, a popular framework for web development, supports several gems to integrate fuzzy search into applications. This article delves into a comparison of prominent gems: pg_search, searchkick, fuzzy_match, and textacular, highlighting their strengths, weaknesses, and ideal use cases.

pg_search: Leverage PostgreSQL’s Full-Text Search

pg_search stands out for its deep integration with PostgreSQL, harnessing the database’s built-in full-text search capabilities. It’s ideal for Rails applications already using PostgreSQL and seeking to add efficient, powerful search functionalities without external services.

Pros

  • Direct integration with ActiveRecord, offering a seamless Rails experience.
  • Supports multiple search strategies, including trigram and prefix searching, accommodating diverse search requirements.
  • Only requires PostgreSQL, avoiding the complexity of additional services.

Cons

  • Limited to PostgreSQL users, making it unsuitable for…

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Patrick Karsh

NYC-based Ruby on Rails and Javascript Engineer leveraging AI to explore Engineering. https://linktr.ee/patrickkarsh