diff --git a/argilla/docs/how_to_guides/query.md b/argilla/docs/how_to_guides/query.md
index 7ea2247643..eaf2c877f3 100644
--- a/argilla/docs/how_to_guides/query.md
+++ b/argilla/docs/how_to_guides/query.md
@@ -67,27 +67,15 @@ To search for records with terms, you can use the `Dataset.records` attribute wi
 
 If you need more complex searches, you can use [Elasticsearch's simple query string syntax](https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-simple-query-string-query.html#simple-query-string-syntax). Here is a summary of the different available operators:
 
-=== "Descriptions"
-    | operator     | description                                               |
-    | ------------ | --------------------------------------------------------- |
-    |`+` or `space`| **AND**: matches records that contain both terms          |
-    |`|`           | **OR**: matches records that contain either term          |
-    |`-`           | **Negation**: exclude records that contain a specific term|
-    |`*`           | **Prefix**:matches records that contain a specific prefix |
-    |`"`           | **Phrase**: matches records that contain a specific phrase|
-    |`(` and `)`   | **Precedence**: group terms                               |
-    |`~N`          | **Edit distance**: matches records that contain a term or phrase with an edit distance|
-
-=== "Examples"
-    | operator     |  example                      | explanation                                     |
-    | ------------ | ----------------------------- | ----------------------------------------------- |
-    |`+` or `space`| `argilla + distilabel` or `argilla distilabel`| returns records that include the terms "argilla" and "distilabel"|
-    |`|`           | `argilla | distilabel`        | returns records that include the term "argilla" or "distilabel"|
-    |`-`           | `argilla -distilabel`         | returns records that contain the term "argilla" and don't have the term "distilabel"|
-    |`*`           | `arg*`                        | returns records with any words starting with "arg-"|
-    |`"`           | `"argilla and distilabel"`    | returns records that contain the phrase "argilla and distilabel"|
-    |`(` and `)`   | `(argilla | distilabel) rules`| returns records that contain either "argilla" or "distilabel" and "rules"|
-    |`~N`          | `argilla~1`                   | returns records that contain the term "argilla" with an edit distance of 1, e.g. "argila"|
+| operator     | description                 | example                                                               |
+| ------------ | --------------------------- | --------------------------------------------------------------------- |
+|`+` or `space`| **AND**: search both terms  | `argilla + distilabel` or `argilla distilabel`</br> return records that include the terms "argilla" and "distilabel"|
+|`|`           | **OR**: search either term  | `argilla | distilabel` </br> returns records that include the term "argilla" or "distilabel"|
+|`-`           | **Negation**: exclude a term| `argilla -distilabel` </br> returns records that contain the term "argilla" and don't have the term "distilabel"|
+|`*`           | **Prefix**: search a prefix | `arg*`</br> returns records with any words starting with "arg-"|
+|`"`           | **Phrase**: search a phrase | `"argilla and distilabel"` </br> returns records that contain the phrase "argilla and distilabel"|
+|`(` and `)`   | **Precedence**: group terms | `(argilla | distilabel) rules` </br> returns records that contain either "argilla" or "distilabel" and "rules"|
+|`~N`          | **Edit distance**: search a term or phrase with an edit distance| `argilla~1` </br> returns records that contain the term "argilla" with an edit distance of 1, e.g. "argila"|
 
 !!! tip
     To use one of these characters literally, escape it with a preceding backslash `\`, e.g. `"1 \+ 2"` would match records where the phrase "1 + 2" is found.