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As usual, this is just a diary of what problems being encountered during the process. Using Trigram in pg_search gem. As mentioned, we need a pg_trgm in pg_search gem. The problem is with this article, which misled me to enable the extension in the same gem. **Ultimately, make another migration that specifically create this extension. rails generate migration AddPgTrgmExtensionToDB class AddPgTrgmExtensionToDb < ActiveRecord::Migration[7.0] def change enable_extension :pg_trgm end end ...