diff --git a/graphiti_core/models/nodes/node_db_queries.py b/graphiti_core/models/nodes/node_db_queries.py
index fdcf48f1..cc28d1de 100644
--- a/graphiti_core/models/nodes/node_db_queries.py
+++ b/graphiti_core/models/nodes/node_db_queries.py
@@ -111,7 +111,7 @@ def get_community_node_save_query(provider: GraphProvider) -> str:
     if provider == GraphProvider.FALKORDB:
         return """
             MERGE (n:Community {uuid: $uuid})
-            SET n = {uuid: $uuid, name: $name, group_id: $group_id, summary: $summary, created_at: $created_at, name_embedding: $name_embedding}
+            SET n = {uuid: $uuid, name: $name, group_id: $group_id, summary: $summary, created_at: $created_at, name_embedding: vecf32($name_embedding)}
             RETURN n.uuid AS uuid
         """
 
@@ -130,4 +130,6 @@ COMMUNITY_NODE_RETURN = """
     n.group_id AS group_id,
     n.summary AS summary,
     n.created_at AS created_at
-"""
+""" 
+
+
diff --git a/graphiti_core/utils/maintenance/community_operations.py b/graphiti_core/utils/maintenance/community_operations.py
index a48000c9..bdcb0e1d 100644
--- a/graphiti_core/utils/maintenance/community_operations.py
+++ b/graphiti_core/utils/maintenance/community_operations.py
@@ -33,7 +33,8 @@ async def get_community_clusters(
     if group_ids is None:
         group_id_values, _, _ = await driver.execute_query(
             """
-        MATCH (n:Entity WHERE n.group_id IS NOT NULL)
+        MATCH (n:Entity)
+        WHERE n.group_id IS NOT NULL
         RETURN
             collect(DISTINCT n.group_id) AS group_ids
         """,