---
id: 'pgroonga'
title: 'PGroonga: Multilingual Full Text Search'
description: 'Full Text Search for multiple languages in Postgres'
tocVideo: 'Mmmv9g_MiBA'
---

`PGroonga` is a Postgres extension adding a full text search indexing method based on [Groonga](https://groonga.org). While native Postgres supports full text indexing, it is limited to alphabet and digit based languages. `PGroonga` offers a wider range of character support making it viable for a superset of languages supported by Postgres including Japanese, Chinese, etc.

## Enable the extension

<Tabs
  scrollable
  size="small"
  type="underlined"
  defaultActiveId="dashboard"
  queryGroup="database-method"
>
<TabPanel id="dashboard" label="Dashboard">

1. Go to the [Database](/dashboard/project/_/database/tables) page in the Dashboard.
2. Click on **Extensions** in the sidebar.
3. Search for `pgroonga` and enable the extension.

</TabPanel>
<TabPanel id="sql" label="SQL">

{/* prettier-ignore */}
```sql
-- Enable the "pgroonga" extension
create extension pgroonga with schema extensions;

-- Disable the "pgroonga" extension
drop extension if exists pgroonga;
```

Even though the SQL code is `create extension`, this is the equivalent of enabling the extension.
To disable an extension you can call `drop extension`.

</TabPanel>
</Tabs>

## Creating a full text search index

Given a table with a `text` column:

{/* prettier-ignore */}
```sql
create table memos (
  id serial primary key,
  content text
);
```

We can index the column for full text search with a `pgroonga` index:

{/* prettier-ignore */}
```sql
create index ix_memos_content ON memos USING pgroonga(content);
```

To test the full text index, we'll add some data.

{/* prettier-ignore */}
```sql
insert into memos(content)
values
  ('Postgres is a relational database management system.'),
  ('Groonga is a fast full text search engine that supports all languages.'),
  ('PGroonga is a Postgres extension that uses Groonga as index.'),
  ('There is groonga command.');
```

The Postgres query planner is smart enough to know that, for extremely small tables, it's faster to scan the whole table rather than loading an index. To force the index to be used, we can disable sequential scans:

{/* prettier-ignore */}
```sql
-- For testing only. Don't do this in production
set enable_seqscan = off;
```

Now if we run an explain plan on a query filtering on `memos.content`:

{/* prettier-ignore */}
```sql
explain select * from memos where content like '%engine%';

                               QUERY PLAN
-----------------------------------------------------------------------------
Index Scan using ix_memos_content on memos  (cost=0.00..1.11 rows=1 width=36)
  Index Cond: (content ~~ '%engine%'::text)
(2 rows)
```

The `pgroonga` index is used to retrieve the result set:

```markdown
| id  | content                                                                  |
| --- | ------------------------------------------------------------------------ |
| 2   | 'Groonga is a fast full text search engine that supports all languages.' |
```

## Full text search

The `&@~` operator performs full text search. It returns any matching results. Unlike `LIKE` operator, `pgroonga` can search any text that contains the keyword case insensitive.

Take the following example:

{/* prettier-ignore */}
```sql
select * from memos where content &@~ 'groonga';
```

And the result:

```markdown
id | content  
----+------------------------------------------------------------------------
2 | Groonga is a fast full text search engine that supports all languages.
3 | PGroonga is a Postgres extension that uses Groonga as index.
4 | There is groonga command.
(3 rows)
```

### Match all search words

To find all memos where content contains BOTH of the words `postgres` and `pgroonga`, we can use space to separate each words:

{/* prettier-ignore */}
```sql
select * from memos where content &@~ 'postgres pgroonga';
```

And the result:

```markdown
id | content  
----+----------------------------------------------------------------
3 | PGroonga is a Postgres extension that uses Groonga as index.
(1 row)
```

### Match any search words

To find all memos where content contain ANY of the words `postgres` or `pgroonga`, use the upper case `OR`:

{/* prettier-ignore */}
```sql
select * from memos where content &@~ 'postgres OR pgroonga';
```

And the result:

```markdown
id | content  
----+----------------------------------------------------------------
1 | Postgres is a relational database management system.
3 | PGroonga is a Postgres extension that uses Groonga as index.
(2 rows)
```

### Search that matches words with negation

To find all memos where content contain the word `postgres` but not `pgroonga`, use `-` symbol:

{/* prettier-ignore */}
```sql
select * from memos where content &@~ 'postgres -pgroonga';
```

And the result:

```markdown
id | content  
----+--------------------------------------------------------
1 | Postgres is a relational database management system.
(1 row)
```

## Resources

- Official [PGroonga documentation](https://pgroonga.github.io/tutorial/)