diff --git a/src/frontend/src/utils/reactflowUtils.ts b/src/frontend/src/utils/reactflowUtils.ts
index 864b24c8a..ee779e8dc 100644
--- a/src/frontend/src/utils/reactflowUtils.ts
+++ b/src/frontend/src/utils/reactflowUtils.ts
@@ -133,10 +133,36 @@ export function cleanEdges(nodes: AllNodeType[], edges: EdgeType[]) {
         }
       }
     }
+
+    newEdges = filterHiddenFieldsEdges(edge, newEdges, targetNode);
   });
   return newEdges;
 }
 
+export function filterHiddenFieldsEdges(
+  edge: EdgeType,
+  newEdges: EdgeType[],
+  targetNode: AllNodeType,
+) {
+  if (targetNode) {
+    const nodeInputType = edge.data?.targetHandle?.inputTypes;
+    const nodeTemplates = targetNode.data.node!.template;
+
+    Object.keys(nodeTemplates).forEach((key) => {
+      if (!nodeTemplates[key]?.input_types) return;
+      if (
+        nodeTemplates[key]?.input_types?.some((type) =>
+          nodeInputType?.includes(type),
+        ) &&
+        !nodeTemplates[key].show
+      ) {
+        newEdges = newEdges.filter((e) => e.id !== edge.id);
+      }
+    });
+  }
+  return newEdges;
+}
+
 export function detectBrokenEdgesEdges(nodes: AllNodeType[], edges: Edge[]) {
   function generateAlertObject(sourceNode, targetNode, edge) {
     const targetHandleObject: targetHandleType = scapeJSONParse(