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Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: AntonEliatra <[email protected]>
AntonEliatra · Nov 12, 2024 · 719ef66 · 719ef66
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diff --git a/_analyzers/language-analyzers/arabic.md b/_analyzers/language-analyzers/arabic.md
@@ -57,7 +57,7 @@ The `arabic` analyzer is built using the following components:
   - decimal_digit
   - stop (Arabic)
   - normalization (Arabic)
-  - keywords
+  - keyword
   - stemmer (Arabic)
 
 ## Custom Arabic analyzer

diff --git a/_analyzers/language-analyzers/armenian.md b/_analyzers/language-analyzers/armenian.md
@@ -55,12 +55,12 @@ The `armenian` analyzer is built using the following components:
 - Token filters:
   - lowercase
   - stop (Armenian)
-  - keywords
+  - keyword
   - stemmer (Armenian)
 
 ## Custom Armenian analyzer
 
-You can create custom Armenian analyzer using the following command:
+You can create a custom Armenian analyzer using the following command:
 
 ```json
 PUT /armenian-index

diff --git a/_analyzers/language-analyzers/basque.md b/_analyzers/language-analyzers/basque.md
@@ -55,12 +55,12 @@ The `basque` analyzer is built using the following components:
 - Token filters:
   - lowercase
   - stop (Basque)
-  - keywords
+  - keyword
   - stemmer (Basque)
 
 ## Custom Basque analyzer
 
-You can create custom Basque analyzer using the following command:
+You can create a custom Basque analyzer using the following command:
 
 ```json
 PUT /basque-index

diff --git a/_analyzers/language-analyzers/bengali.md b/_analyzers/language-analyzers/bengali.md
@@ -58,12 +58,12 @@ The `bengali` analyzer is built using the following components:
   - indic_normalization
   - normalization (Bengali)
   - stop (Bengali)
-  - keywords
+  - keyword
   - stemmer (Bengali)
 
 ## Custom Bengali analyzer
 
-You can create custom Bengali analyzer using the following command:
+You can create a custom Bengali analyzer using the following command:
 
 ```json
 PUT /bengali-index

diff --git a/_analyzers/language-analyzers/brazilian.md b/_analyzers/language-analyzers/brazilian.md
@@ -55,12 +55,12 @@ The `brazilian` analyzer is built using the following components:
 - Token filters:
   - lowercase
   - stop (Brazilian)
-  - keywords
+  - keyword
   - stemmer (Brazilian)
 
 ## Custom Brazilian analyzer
 
-You can create custom Brazilian analyzer using the following command:
+You can create a custom Brazilian analyzer using the following command:
 
 ```json
 PUT /brazilian-index

diff --git a/_analyzers/language-analyzers/bulgarian.md b/_analyzers/language-analyzers/bulgarian.md
@@ -55,12 +55,12 @@ The `bulgarian` analyzer is built using the following components:
 - Token filters:
   - lowercase
   - stop (Bulgarian)
-  - keywords
+  - keyword
   - stemmer (Bulgarian)
 
 ## Custom Bulgarian analyzer
 
-You can create custom Bulgarian analyzer using the following command:
+You can create a custom Bulgarian analyzer using the following command:
 
 ```json
 PUT /bulgarian-index

diff --git a/_analyzers/language-analyzers/catalan.md b/_analyzers/language-analyzers/catalan.md
@@ -56,12 +56,12 @@ The `catalan` analyzer is built using the following components:
   - elision (Catalan)
   - lowercase
   - stop (Catalan)
-  - keywords
+  - keyword
   - stemmer (Catalan)
 
 ## Custom Catalan analyzer
 
-You can create custom Catalan analyzer using the following command:
+You can create a custom Catalan analyzer using the following command:
 
 ```json
 PUT /catalan-index

diff --git a/_analyzers/language-analyzers/cjk.md b/_analyzers/language-analyzers/cjk.md
@@ -60,7 +60,7 @@ The `cjk` analyzer is built using the following components:
 
 ## Custom CJK analyzer
 
-You can create custom CJK analyzer using the following command:
+You can create a custom CJK analyzer using the following command:
 
 ```json
 PUT /cjk-index

diff --git a/_analyzers/language-analyzers/czech.md b/_analyzers/language-analyzers/czech.md
@@ -60,7 +60,7 @@ The `czech` analyzer is built using the following components:
 
 ## Custom Czech analyzer
 
-You can create custom Czech analyzer using the following command:
+You can create a custom Czech analyzer using the following command:
 
 ```json
 PUT /czech-index

diff --git a/_analyzers/language-analyzers/danish.md b/_analyzers/language-analyzers/danish.md
@@ -60,7 +60,7 @@ The `danish` analyzer is built using the following components:
 
 ## Custom Danish analyzer
 
-You can create custom Danish analyzer using the following command:
+You can create a custom Danish analyzer using the following command:
 
 ```json
 PUT /danish-index

diff --git a/_analyzers/language-analyzers/dutch.md b/_analyzers/language-analyzers/dutch.md
@@ -61,7 +61,7 @@ The `dutch` analyzer is built using the following components:
 
 ## Custom Dutch analyzer
 
-You can create custom Dutch analyzer using the following command:
+You can create a custom Dutch analyzer using the following command:
 
 ```json
 PUT /dutch-index

diff --git a/_analyzers/language-analyzers/english.md b/_analyzers/language-analyzers/english.md
@@ -61,7 +61,7 @@ The `english` analyzer is built using the following components:
 
 ## Custom English analyzer
 
-You can create custom English analyzer using the following command:
+You can create a custom English analyzer using the following command:
 
 ```json
 PUT /english-index

diff --git a/_analyzers/language-analyzers/estonian.md b/_analyzers/language-analyzers/estonian.md
@@ -60,7 +60,7 @@ The `estonian` analyzer is built using the following components:
 
 ## Custom Estonian analyzer
 
-You can create custom Estonian analyzer using the following command:
+You can create a custom Estonian analyzer using the following command:
 
 ```json
 PUT /estonian-index

diff --git a/_analyzers/language-analyzers/finnish.md b/_analyzers/language-analyzers/finnish.md
@@ -60,7 +60,7 @@ The `finnish` analyzer is built using the following components:
 
 ## Custom Finnish analyzer
 
-You can create custom Finnish analyzer using the following command:
+You can create a custom Finnish analyzer using the following command:
 
 ```json
 PUT /finnish-index

diff --git a/_analyzers/language-analyzers/french.md b/_analyzers/language-analyzers/french.md
@@ -61,7 +61,7 @@ The `french` analyzer is built using the following components:
 
 ## Custom French analyzer
 
-You can create custom French analyzer using the following command:
+You can create a custom French analyzer using the following command:
 
 ```json
 PUT /french-index

diff --git a/_analyzers/language-analyzers/galician.md b/_analyzers/language-analyzers/galician.md
@@ -60,7 +60,7 @@ The `galician` analyzer is built using the following components:
 
 ## Custom Galician analyzer
 
-You can create custom Galician analyzer using the following command:
+You can create a custom Galician analyzer using the following command:
 
 ```json
 PUT /galician-index

diff --git a/_analyzers/language-analyzers/german.md b/_analyzers/language-analyzers/german.md
@@ -61,7 +61,7 @@ The `german` analyzer is built using the following components:
 
 ## Custom German analyzer
 
-You can create custom German analyzer using the following command:
+You can create a custom German analyzer using the following command:
 
 ```json
 PUT /german-index

diff --git a/_analyzers/language-analyzers/greek.md b/_analyzers/language-analyzers/greek.md
@@ -60,7 +60,7 @@ The `greek` analyzer is built using the following components:
 
 ## Custom Greek analyzer
 
-You can create custom Greek analyzer using the following command:
+You can create a custom Greek analyzer using the following command:
 
 ```json
 PUT /greek-index

diff --git a/_analyzers/language-analyzers/hindi.md b/_analyzers/language-analyzers/hindi.md
@@ -63,7 +63,7 @@ The `hindi` analyzer is built using the following components:
 
 ## Custom Hindi analyzer
 
-You can create custom Hindi analyzer using the following command:
+You can create a custom Hindi analyzer using the following command:
 
 ```json
 PUT /hindi-index

diff --git a/_analyzers/language-analyzers/hungarian.md b/_analyzers/language-analyzers/hungarian.md
@@ -60,7 +60,7 @@ The `hungarian` analyzer is built using the following components:
 
 ## Custom Hungarian analyzer
 
-You can create custom Hungarian analyzer using the following command:
+You can create a custom Hungarian analyzer using the following command:
 
 ```json
 PUT /hungarian-index

diff --git a/_analyzers/language-analyzers/index.md b/_analyzers/language-analyzers/index.md
@@ -12,17 +12,17 @@ redirect_from:
 # Language analyzers
 
 OpenSearch supports the following language analyzers:
-`arabic`, `armenian`, `basque`, `bengali`, `brazilian`, `bulgarian`, `catalan`, `czech`, `danish`, `dutch`, `english`, `estonian`, `finnish`, `french`, `galician`, `german`, `greek`, `hindi`, `hungarian`, `indonesian`, `irish`, `italian`, `latvian`, `lithuanian`, `norwegian`, `persian`, `portuguese`, `romanian`, `russian`, `sorani`, `spanish`, `swedish`, `turkish`, and `thai`.
+`arabic`, `armenian`, `basque`, `bengali`, `brazilian`, `bulgarian`, `catalan`, `czech`, `danish`, `dutch`, `english`, `estonian`, `finnish`, `french`, `galician`, `german`, `greek`, `hindi`, `hungarian`, `indonesian`, `irish`, `italian`, `latvian`, `lithuanian`, `norwegian`, `persian`, `portuguese`, `romanian`, `russian`, `sorani`, `spanish`, `swedish`, `thai`, and `turkish`.
 
-To use the analyzer when you map an index, specify the value within your query. For example, to map your index with the French language analyzer, specify the `french` value for the analyzer field:
+To use an analyzer when you map an index, specify the value in your query. For example, to map your index with the French language analyzer, specify the `french` value in the analyzer field:
 
 ```json
  "analyzer": "french"
 ```
 
 #### Example request
 
-The following query specifies index `my-index` with `content` field configured as multi-field and sub-field named `french` is configured with `french` language analyzer:
+The following query specifies an index `my-index` with the `content` field configured as multi-field, and a sub-field named `french` is configured with the `french` language analyzer:
 
 ```json
 PUT my-index
@@ -44,7 +44,7 @@ PUT my-index
 ```
 {% include copy-curl.html %}
 
-Default `french` analyzer can also be configured for the entire index using the following query:
+The default `french` analyzer can also be configured for the entire index using the following query:
 
 ```json
 PUT my-index
@@ -77,7 +77,7 @@ PUT my-index
 
 ## Stem exclusion
 
-You can apply stem exclusion to any language analyzer by providing a list of lowercase words that should be excluded from stemming. Internally, OpenSearch uses the `keyword_marker` token filter to mark these words as keywords, ensuring they are not stemmed.
+You can apply stem exclusion to any language analyzer by providing a list of lowercase words that should be excluded from stemming. Internally, OpenSearch uses the `keyword_marker` token filter to mark these words as keywords, ensuring that they are not stemmed.
 
 ## Stem exclusion example
 
@@ -103,7 +103,7 @@ PUT index_with_stem_exclusion_english_analyzer
 
 ## Stem exclusion with custom analyzers
 
-All language analyzers consist of tokenizers and token filters specific to the particular language. If you want to implement a custom version of the language analyzer with stem exclusion, you need to configure the `keyword_marker` token filter and list the words excluded from stemming in the `keywords` parameter:
+All language analyzers consist of tokenizers and token filters specific to a particular language. If you want to implement a custom version of the language analyzer with stem exclusion, you need to configure the `keyword_marker` token filter and list the words excluded from stemming in the `keywords` parameter:
 
 ```json
 PUT index_with_keyword_marker_analyzer

diff --git a/_analyzers/language-analyzers/indonesian.md b/_analyzers/language-analyzers/indonesian.md
@@ -60,7 +60,7 @@ The `indonesian` analyzer is built using the following components:
 
 ## Custom Indonesian analyzer
 
-You can create custom Indonesian analyzer using the following command:
+You can create a custom Indonesian analyzer using the following command:
 
 ```json
 PUT /hungarian-index

diff --git a/_analyzers/language-analyzers/irish.md b/_analyzers/language-analyzers/irish.md
@@ -62,7 +62,7 @@ The `irish` analyzer is built using the following components:
 
 ## Custom Irish analyzer
 
-You can create custom Irish analyzer using the following command:
+You can create a custom Irish analyzer using the following command:
 
 ```json
 PUT /irish-index

diff --git a/_analyzers/language-analyzers/italian.md b/_analyzers/language-analyzers/italian.md
@@ -61,7 +61,7 @@ The `italian` analyzer is built using the following components:
 
 ## Custom Italian analyzer
 
-You can create custom Italian analyzer using the following command:
+You can create a custom Italian analyzer using the following command:
 
 ```json
 PUT /italian-index

diff --git a/_analyzers/language-analyzers/latvian.md b/_analyzers/language-analyzers/latvian.md
@@ -60,7 +60,7 @@ The `latvian` analyzer is built using the following components:
 
 ## Custom Latvian analyzer
 
-You can create custom Latvian analyzer using the following command:
+You can create a custom Latvian analyzer using the following command:
 
 ```json
 PUT /italian-index

diff --git a/_analyzers/language-analyzers/lithuanian.md b/_analyzers/language-analyzers/lithuanian.md
@@ -60,7 +60,7 @@ The `lithuanian` analyzer is built using the following components:
 
 ## Custom Lithuanian analyzer
 
-You can create custom Lithuanian analyzer using the following command:
+You can create a custom Lithuanian analyzer using the following command:
 
 ```json
 PUT /lithuanian-index

diff --git a/_analyzers/language-analyzers/norwegian.md b/_analyzers/language-analyzers/norwegian.md
@@ -60,7 +60,7 @@ The `norwegian` analyzer is built using the following components:
 
 ## Custom Norwegian analyzer
 
-You can create custom Norwegian analyzer using the following command:
+You can create a custom Norwegian analyzer using the following command:
 
 ```json
 PUT /norwegian-index

diff --git a/_analyzers/language-analyzers/persian.md b/_analyzers/language-analyzers/persian.md
@@ -64,7 +64,7 @@ The `persian` analyzer is built using the following components:
 
 ## Custom Persian analyzer
 
-You can create custom Persian analyzer using the following command:
+You can create a custom Persian analyzer using the following command:
 
 ```json
 PUT /persian-index

diff --git a/_analyzers/language-analyzers/portuguese.md b/_analyzers/language-analyzers/portuguese.md
@@ -52,15 +52,15 @@ The `portuguese` analyzer is built using the following components:
 
 - Tokenizer: `standard`
 
-- Token Filters:
+- Token filters:
   - lowercase
   - stop (Portuguese)
   - keyword
   - stemmer (Portuguese)
 
 ## Custom Portuguese analyzer
 
-You can create custom Portuguese analyzer using the following command:
+You can create a custom Portuguese analyzer using the following command:
 
 ```json
 PUT /portuguese-index

diff --git a/_analyzers/language-analyzers/romanian.md b/_analyzers/language-analyzers/romanian.md
@@ -52,15 +52,15 @@ The `romanian` analyzer is built using the following components:
 
 - Tokenizer: `standard`
 
-- Token Filters:
+- Token filters:
   - lowercase
   - stop (Romanian)
   - keyword
   - stemmer (Romanian)
 
 ## Custom Romanian analyzer
 
-You can create custom Romanian analyzer using the following command:
+You can create a custom Romanian analyzer using the following command:
 
 ```json
 PUT /romanian-index

diff --git a/_analyzers/language-analyzers/russian.md b/_analyzers/language-analyzers/russian.md
@@ -52,15 +52,15 @@ The `russian` analyzer is built using the following components:
 
 - Tokenizer: `standard`
 
-- Token Filters:
+- Token filters:
   - lowercase
   - stop (Russian)
   - keyword
   - stemmer (Russian)
 
 ## Custom Russian analyzer
 
-You can create custom Russian analyzer using the following command:
+You can create a custom Russian analyzer using the following command:
 
 ```json
 PUT /russian-index

diff --git a/_analyzers/language-analyzers/sorani.md b/_analyzers/language-analyzers/sorani.md
@@ -52,7 +52,7 @@ The `sorani` analyzer is built using the following components:
 
 - Tokenizer: `standard`
 
-- Token Filters:
+- Token filters:
   - normalization (Sorani)
   - lowercase
   - decimal_digit
@@ -62,7 +62,7 @@ The `sorani` analyzer is built using the following components:
 
 ## Custom Sorani analyzer
 
-You can create custom Sorani analyzer using the following command:
+You can create a custom Sorani analyzer using the following command:
 
 ```json
 PUT /sorani-index