Add phonetic token filter docs #8242 (#8270) (#8810)

_analyzers/token-filters/index.md

@@ -47,7 +47,7 @@ Token filter | Underlying Lucene token filter|  Description
 Normalization | `arabic_normalization`: [ArabicNormalizer](https://lucene.apache.org/core/9_10_0/analysis/common/org/apache/lucene/analysis/ar/ArabicNormalizer.html) <br> `german_normalization`: [GermanNormalizationFilter](https://lucene.apache.org/core/9_10_0/analysis/common/org/apache/lucene/analysis/de/GermanNormalizationFilter.html) <br> `hindi_normalization`: [HindiNormalizer](https://lucene.apache.org/core/9_10_0/analysis/common/org/apache/lucene/analysis/hi/HindiNormalizer.html) <br> `indic_normalization`: [IndicNormalizer](https://lucene.apache.org/core/9_10_0/analysis/common/org/apache/lucene/analysis/in/IndicNormalizer.html) <br> `sorani_normalization`: [SoraniNormalizer](https://lucene.apache.org/core/9_10_0/analysis/common/org/apache/lucene/analysis/ckb/SoraniNormalizer.html) <br> `persian_normalization`: [PersianNormalizer](https://lucene.apache.org/core/9_10_0/analysis/common/org/apache/lucene/analysis/fa/PersianNormalizer.html) <br> `scandinavian_normalization` : [ScandinavianNormalizationFilter](https://lucene.apache.org/core/9_10_0/analysis/common/org/apache/lucene/analysis/miscellaneous/ScandinavianNormalizationFilter.html) <br> `scandinavian_folding`: [ScandinavianFoldingFilter](https://lucene.apache.org/core/9_10_0/analysis/common/org/apache/lucene/analysis/miscellaneous/ScandinavianFoldingFilter.html) <br> `serbian_normalization`: [SerbianNormalizationFilter](https://lucene.apache.org/core/9_10_0/analysis/common/org/apache/lucene/analysis/sr/SerbianNormalizationFilter.html) | Normalizes the characters of one of the listed languages.
 [`pattern_capture`]({{site.url}}{{site.baseurl}}/analyzers/token-filters/pattern-capture/) | N/A | Generates a token for every capture group in the provided regular expression. Uses [Java regular expression syntax](https://docs.oracle.com/javase/8/docs/api/java/util/regex/Pattern.html).
 `pattern_replace` | N/A | Matches a pattern in the provided regular expression and replaces matching substrings. Uses [Java regular expression syntax](https://docs.oracle.com/javase/8/docs/api/java/util/regex/Pattern.html).
-`phonetic` | N/A | Uses a phonetic encoder to emit a metaphone token for each token in the token stream. Requires installing the `analysis-phonetic` plugin.
+[`phonetic`]({{site.url}}{{site.baseurl}}/analyzers/token-filters/phonetic/) | N/A | Uses a phonetic encoder to emit a metaphone token for each token in the token stream. Requires installing the `analysis-phonetic` plugin.
 `porter_stem` | [PorterStemFilter](https://lucene.apache.org/core/9_10_0/analysis/common/org/apache/lucene/analysis/en/PorterStemFilter.html) | Uses the [Porter stemming algorithm](https://tartarus.org/martin/PorterStemmer/) to perform algorithmic stemming for the English language.
 `predicate_token_filter` | N/A | Removes tokens that don’t match the specified predicate script. Supports inline Painless scripts only.
 `remove_duplicates` | [RemoveDuplicatesTokenFilter](https://lucene.apache.org/core/9_10_0/analysis/common/org/apache/lucene/analysis/miscellaneous/RemoveDuplicatesTokenFilter.html) | Removes duplicate tokens that are in the same position.

_analyzers/token-filters/phonetic.md

@@ -0,0 +1,98 @@
+---
+layout: default
+title: Phonetic
+parent: Token filters
+nav_order: 330
+---
+
+# Phonetic token filter
+
+The `phonetic` token filter transforms tokens into their phonetic representations, enabling more flexible matching of words that sound similar but are spelled differently. This is particularly useful for searching names, brands, or other entities that users might spell differently but pronounce similarly.
+
+The `phonetic` token filter is not included in OpenSearch distributions by default. To use this token filter, you must first install the `analysis-phonetic` plugin as follows and then restart OpenSearch:
+
+```bash
+./bin/opensearch-plugin install analysis-phonetic
+```
+{% include copy.html %}
+
+For more information about installing plugins, see [Installing plugins]({{site.url}}{{site.baseurl}}/install-and-configure/plugins/).
+{: .note}
+
+## Parameters
+
+The `phonetic` token filter can be configured with the following parameters.
+
+Parameter | Required/Optional | Data type | Description
+:--- | :--- | :--- | :--- 
+`encoder` | Optional | String | Specifies the phonetic algorithm to use.<br><br>Valid values are:<br>- `metaphone` (default)<br>- `double_metaphone`<br>- `soundex`<br>- `refined_soundex`<br>- `caverphone1`<br>- `caverphone2`<br>- `cologne`<br>- `nysiis`<br>- `koelnerphonetik`<br>- `haasephonetik`<br>- `beider_morse`<br>- `daitch_mokotoff ` 
+`replace` | Optional | Boolean | Whether to replace the original token. If `false`, the original token is included in the output along with the phonetic encoding. Default is `true`.
+
+
+## Example
+
+The following example request creates a new index named `names_index` and configures an analyzer with a `phonetic` filter:
+
+```json
+PUT /names_index
+{
+  "settings": {
+    "analysis": {
+      "filter": {
+        "my_phonetic_filter": {
+          "type": "phonetic",
+          "encoder": "double_metaphone",
+          "replace": true
+        }
+      },
+      "analyzer": {
+        "phonetic_analyzer": {
+          "tokenizer": "standard",
+          "filter": [
+            "my_phonetic_filter"
+          ]
+        }
+      }
+    }
+  }
+}
+```
+{% include copy-curl.html %}
+
+## Generated tokens
+
+Use the following request to examine the tokens generated for the names `Stephen` and `Steven` using the analyzer:
+
+```json
+POST /names_index/_analyze
+{
+  "text": "Stephen",
+  "analyzer": "phonetic_analyzer"
+}
+```
+{% include copy-curl.html %}
+
+```json
+POST /names_index/_analyze
+{
+  "text": "Steven",
+  "analyzer": "phonetic_analyzer"
+}
+```
+{% include copy-curl.html %}
+
+In both cases, the response contains the same generated token:
+
+```json
+{
+  "tokens": [
+    {
+      "token": "STFN",
+      "start_offset": 0,
+      "end_offset": 6,
+      "type": "<ALPHANUM>",
+      "position": 0
+    }
+  ]
+}
+```