Advanced Full Text Search

references/advanced-full-text-search.mdMarkdown1 KBView on GitHub

Use tsvector for Full-Text Search

LIKE with wildcards can’t use indexes. Full-text search with tsvector is orders of magnitude faster.

Incorrect (LIKE pattern matching):

Advanced Full Text Search · Supabase Postgres Best Practices · supabase/agent-skills · Skills Docs

-- Cannot use index, scans all rows
select * from articles where content like '%postgresql%';

-- Case-insensitive makes it worse
select * from articles where lower(content) like '%postgresql%';

-- Add tsvector column and index
alter table articles add column search_vector tsvector
  generated always as (to_tsvector('english', coalesce(title,'') || ' ' || coalesce(content,''))) stored;

create index articles_search_idx on articles using gin (search_vector);

-- Fast full-text search
select * from articles
where search_vector @@ to_tsquery('english', 'postgresql & performance');

-- With ranking
select *, ts_rank(search_vector, query) as rank
from articles, to_tsquery('english', 'postgresql') query
where search_vector @@ query
order by rank desc;