---
title: Tantivy Query String
---

## Basic Usage

[Tantivy](/documentation/concepts/tantivy) comes with its own [string-based query language](https://docs.rs/tantivy/latest/tantivy/query/struct.QueryParser.html).

`paradedb.parse` accepts Tantivy query strings, which is useful for concisely expressing complex queries or directly executing queries provided
by the end user. For instance, the following two queries are equivalent:

<CodeGroup>
```sql Function Syntax
SELECT description, rating, category
FROM mock_items
WHERE id @@@ paradedb.parse('description:"running shoes" OR category:footwear');

SELECT description, rating, category
FROM mock_items
WHERE id @@@ paradedb.boolean(should => ARRAY[
paradedb.phrase('description', ARRAY['running', 'shoes']),
paradedb.term('category', 'footwear')
]);

````
```sql JSON Syntax
SELECT description, rating, category
FROM mock_items
WHERE id @@@ '{
  "parse": {"query_string": "description:\"running shoes\" OR category:footwear"}
}'::jsonb

SELECT description, rating, category
FROM mock_items
WHERE id @@@ '{
  "boolean": {
    "should": [
      {
        "phrase": {
          "field": "description",
          "phrases": ["running", "shoes"]
        }
      },
      {
        "term": {
          "field": "category",
          "value": "footwear"
        }
      }
    ]
  }
}'::jsonb;
````

</CodeGroup>

<div className="mt-8" />

## Lenient Query Parsing

By default, `paradedb.parse` uses strict syntax parsing. This means that if any part of the query does not conform to Tantivy's query string syntax, the query fails.
For instance, a valid field name must be provided before every query (i.e. `category:footwear`).

By setting `lenient` to `true`, the query is executed on a best-effort basis. For example, if no field names are provided, the query is executed over all fields in the index:

<CodeGroup>
```sql Function Syntax
SELECT description, rating, category
FROM mock_items
WHERE id @@@ paradedb.parse('speaker electronics', lenient => true);
```
```sql JSON Syntax
SELECT description, rating, category
FROM mock_items
WHERE id @@@
'{
    "parse": {
        "query_string": "speaker electronics",
        "lenient": true
    }
}'::jsonb;
```
</CodeGroup>

## Conjunction Mode

By default, queries in the query string are `OR`ed together. For instance, the following two queries are equivalent:

<CodeGroup>
```sql Function Syntax
SELECT description, rating, category
FROM mock_items
WHERE id @@@ paradedb.parse('description:speaker category:electronics');

SELECT description, rating, category
FROM mock_items
WHERE id @@@ paradedb.parse('description:speaker OR category:electronics');

````
```sql JSON Syntax
SELECT description, rating, category
FROM mock_items
WHERE id @@@
'{
    "parse": {
        "query_string": "description:speaker category:electronics"
    }
}'::jsonb;

SELECT description, rating, category
FROM mock_items
WHERE id @@@
'{
    "parse": {
        "query_string": "description:speaker OR category:electronics"
    }
}'::jsonb;
````

</CodeGroup>

With conjunction_mode set to true, queries are `AND`ed together. This means that the following two queries are equivalent:

<CodeGroup>
```sql Function Syntax
SELECT description, rating, category
FROM mock_items
WHERE id @@@ paradedb.parse(
  'description:speaker category:electronics',
  conjunction_mode => true
);

SELECT description, rating, category
FROM mock_items
WHERE id @@@ paradedb.parse(
'description:speaker AND category:electronics'
);

````
```sql JSON Syntax
SELECT description, rating, category
FROM mock_items
WHERE id @@@
'{
    "parse": {
        "query_string": "description:speaker category:electronics",
        "conjunction_mode": true
    }
}'::jsonb;

SELECT description, rating, category
FROM mock_items
WHERE id @@@
'{
    "parse": {
        "query_string": "description:speaker AND category:electronics"
    }
}'::jsonb;
````

</CodeGroup>

## Parse with Field

`paradedb.parse_with_field` takes a field name and a query string without field names. It's useful for executing user-provided query
strings over specific fields. Like `paradedb.parse`, `lenient` and `conjunction_mode` can be passed to this function.

<CodeGroup>
```sql Function Syntax
SELECT description, rating, category
FROM mock_items
WHERE id @@@ paradedb.parse_with_field(
  'description',
  'speaker bluetooth',
  conjunction_mode => true
);
```
```sql JSON Syntax
SELECT description, rating, category
FROM mock_items
WHERE id @@@
'{
    "parse_with_field": {
        "field": "description",
        "query_string": "speaker bluetooth",
        "conjunction_mode": true
    }
}'::jsonb;
```
</CodeGroup>

## Enumerated Types

To query a custom [enum](/documentation/indexing/create_index#enumerated-types) with `paradedb.parse`, the
underlying ordinal value must be used.

<CodeGroup>
```sql Function Syntax
-- Assume we have indexed an enum called color and 'red' has an ordinal of 1.0
SELECT description, rating, category
FROM mock_items
WHERE id @@@ paradedb.parse('color:1.0');
```
```sql JSON Syntax
-- Assume we have indexed an enum called color and 'red' has an ordinal of 1.0
SELECT description, rating, category
FROM mock_items
WHERE id @@@
'{
    "parse": {
        "query_string": "color:1.0"
    }
}'::jsonb;
```
</CodeGroup>
