diff --git a/.github/vale/styles/Vocab/OpenSearch/Products/accept.txt b/.github/vale/styles/Vocab/OpenSearch/Products/accept.txt
index e33ac09744b..edf840f9bdc 100644
--- a/.github/vale/styles/Vocab/OpenSearch/Products/accept.txt
+++ b/.github/vale/styles/Vocab/OpenSearch/Products/accept.txt
@@ -88,6 +88,8 @@ Query Workbench
 RCF Summarize
 RPM Package Manager
 Ruby
+Ranklib
+XGBoost
 Simple Schema for Observability
 Tableau
 Textract
@@ -97,4 +99,4 @@ TorchScript
 Tribuo
 VisBuilder
 Winlogbeat
-Zstandard
\ No newline at end of file
+Zstandard