1 files changed, 6 insertions, 2 deletions
diff --git a/config-model/src/main/java/com/yahoo/searchdefinition/RankProfile.java b/config-model/src/main/java/com/yahoo/searchdefinition/RankProfile.java
index be246a143b2..95b291cf744 100644
--- a/config-model/src/main/java/com/yahoo/searchdefinition/RankProfile.java
+++ b/config-model/src/main/java/com/yahoo/searchdefinition/RankProfile.java
@@ -118,6 +118,9 @@ public class RankProfile implements Cloneable {
 
     private List<ImmutableSDField> allFieldsList;
 
+    /** Global onnx models not tied to a search definition */
+    private OnnxModels onnxModels = new OnnxModels();
+
     /**
      * Creates a new rank profile for a particular search definition
      *
@@ -139,11 +142,12 @@ public class RankProfile implements Cloneable {
      * @param name  the name of the new profile
      * @param model the model owning this profile
      */
-    public RankProfile(String name, VespaModel model, RankProfileRegistry rankProfileRegistry) {
+    public RankProfile(String name, VespaModel model, RankProfileRegistry rankProfileRegistry, OnnxModels onnxModels) {
         this.name = Objects.requireNonNull(name, "name cannot be null");
         this.search = null;
         this.model = Objects.requireNonNull(model, "model cannot be null");
         this.rankProfileRegistry = rankProfileRegistry;
+        this.onnxModels = onnxModels;
     }
 
     public String getName() { return name; }
@@ -162,7 +166,7 @@ public class RankProfile implements Cloneable {
     }
 
     public Map<String, OnnxModel> onnxModels() {
-        return search != null ? search.onnxModels().asMap() : Collections.emptyMap();
+        return search != null ? search.onnxModels().asMap() : onnxModels.asMap();
     }
 
     private Stream<ImmutableSDField> allFields() {