How to build a search engine: A complete guide for developers
Jan 20, 2026Maya Shin

Summary
This post details the fundamental components of a search engine (crawlers, indexers, ranking algorithms, UI) and provides a practical guide to building a simple search engine using Meilisearch and Python. It covers setting up Meilisearch, defining and cleaning documents, creating an index, implementing search logic via Meilisearch's API, and building an interactive terminal interface. It also discusses the benefits of custom search engines and compares JavaScript and Python for development.