@@ -231,7 +231,7 @@ Refer
231231to [ this tutorial] ( docs-content://solutions/search/semantic-search/semantic-search-semantic-text.md )
232232to learn more about semantic search using ` semantic_text ` .
233233
234- ## Extracting Relevant Fragments from Semantic Text [ semantic-text-highlighting]
234+ ## Extracting relevant fragments from semantic text [ semantic-text-highlighting]
235235
236236You can extract the most relevant fragments from a semantic text field by using
237237the [ highlight parameter] ( /reference/elasticsearch/rest-apis/highlighting.md ) in
@@ -295,8 +295,7 @@ automatic {{infer}} and a dedicated query so you don’t need to provide further
295295details.
296296
297297If you want to override those defaults and customize the embeddings that
298- ` semantic_text ` indexes, you can do so by modifying <<semantic-text-params,
299- parameters>>:
298+ ` semantic_text ` indexes, you can do so by modifying [ parameters] ( #semantic-text-params ) :
300299
301300- Use ` index_options ` to specify alternate index options such as specific
302301 ` dense_vector ` quantization methods
@@ -398,6 +397,6 @@ PUT test-index
398397* ` semantic_text ` fields are not currently supported as elements
399398 of [ nested fields] ( /reference/elasticsearch/mapping-reference/nested.md ) .
400399* ` semantic_text ` fields can’t currently be set as part
401- of [ Dynamic templates] ( docs-content://manage-data/data-store/mapping/dynamic-templates.md ) .
400+ of [ dynamic templates] ( docs-content://manage-data/data-store/mapping/dynamic-templates.md ) .
402401* ` semantic_text ` fields are not supported with Cross-Cluster Search (CCS) or
403402 Cross-Cluster Replication (CCR).
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