Merge branch 'DOC-5777' of github.com:redis/docs into DOC-5777

Author: dwdougherty

content/develop/ai/search-and-query/administration/overview.md

@@ -245,9 +245,9 @@ These are the pre-bundled scoring functions available in Redis:
 
     The relevance score for each document is multiplied by the presumptive document score and a penalty is applied based on slop as in `TFIDF`.
 
-    {{ note }}
+    {{< note >}}
     The `BM25` scorer was renamed `BM25STD` in Redis Open Source 8.4. `BM25` is deprecated.
-    {{ /note }}
+    {{< /note >}}
 
 * **BM25STD.NORM**
 

content/develop/ai/search-and-query/advanced-concepts/scoring.md

@@ -84,9 +84,9 @@ A variation on the basic `TFIDF` scorer, see [this Wikipedia article for more in
 
 The relevance score for each document is multiplied by the presumptive document score and a penalty is applied based on slop as in `TFIDF`.
 
-{{ note }}
+{{< note >}}
 The `BM25` scorer was renamed `BM25STD` in Redis Open Source 8.4. `BM25` is deprecated.
-{{ /note }}
+{{< /note >}}
 
 ```
 FT.SEARCH myIndex "foo" SCORER BM25STD