diff --git a/cognee/complex_demos/crewai_demo/src/crewai_demo/custom_tools/cognee_ingestion.py b/cognee/complex_demos/crewai_demo/src/crewai_demo/custom_tools/cognee_ingestion.py
index 1e00a8d0b..2000d43a8 100644
--- a/cognee/complex_demos/crewai_demo/src/crewai_demo/custom_tools/cognee_ingestion.py
+++ b/cognee/complex_demos/crewai_demo/src/crewai_demo/custom_tools/cognee_ingestion.py
@@ -8,7 +8,7 @@ import asyncio
 class CogneeIngestionInput(BaseModel):
     text: str = Field(
         "",
-        description="The text of the reportThe format you should follow is {'text': 'your report'}",
+        description="The text of the report The format you should follow is {'text': 'your report'}",
     )
 
 
diff --git a/cognee/infrastructure/databases/graph/graph_db_interface.py b/cognee/infrastructure/databases/graph/graph_db_interface.py
index 719c22e3c..c15a0427d 100644
--- a/cognee/infrastructure/databases/graph/graph_db_interface.py
+++ b/cognee/infrastructure/databases/graph/graph_db_interface.py
@@ -189,3 +189,6 @@ class GraphDBInterface(ABC):
     ) -> List[Tuple[NodeData, Dict[str, Any], NodeData]]:
         """Get all nodes connected to a given node with their relationships."""
         raise NotImplementedError
+
+    async def get_nodeset_subgraph(self, node_type, node_name):
+        pass
diff --git a/cognee/infrastructure/databases/graph/kuzu/adapter.py b/cognee/infrastructure/databases/graph/kuzu/adapter.py
index 380f3f713..7989a82db 100644
--- a/cognee/infrastructure/databases/graph/kuzu/adapter.py
+++ b/cognee/infrastructure/databases/graph/kuzu/adapter.py
@@ -5,7 +5,7 @@ import json
 import os
 import shutil
 import asyncio
-from typing import Dict, Any, List, Union, Optional, Tuple
+from typing import Dict, Any, List, Union, Optional, Tuple, Type
 from datetime import datetime, timezone
 from uuid import UUID
 from contextlib import asynccontextmanager
@@ -728,6 +728,66 @@ class KuzuAdapter(GraphDBInterface):
             logger.error(f"Failed to get graph data: {e}")
             raise
 
+    async def get_nodeset_subgraph(
+        self, node_type: Type[Any], node_name: List[str]
+    ) -> Tuple[List[Tuple[str, dict]], List[Tuple[str, str, str, dict]]]:
+        label = node_type.__name__
+        primary_query = """
+            UNWIND $names AS wantedName
+            MATCH (n:Node)
+            WHERE n.type = $label AND n.name = wantedName
+            RETURN DISTINCT n.id
+        """
+        primary_rows = await self.query(primary_query, {"names": node_name, "label": label})
+        primary_ids = [row[0] for row in primary_rows]
+        if not primary_ids:
+            return [], []
+
+        neighbor_query = """
+            MATCH (n:Node)-[:EDGE]-(nbr:Node)
+            WHERE n.id IN $ids
+            RETURN DISTINCT nbr.id
+        """
+        nbr_rows = await self.query(neighbor_query, {"ids": primary_ids})
+        neighbor_ids = [row[0] for row in nbr_rows]
+
+        all_ids = list({*primary_ids, *neighbor_ids})
+
+        nodes_query = """
+            MATCH (n:Node)
+            WHERE n.id IN $ids
+            RETURN n.id, n.name, n.type, n.properties
+        """
+        node_rows = await self.query(nodes_query, {"ids": all_ids})
+        nodes: List[Tuple[str, dict]] = []
+        for node_id, name, typ, props in node_rows:
+            data = {"id": node_id, "name": name, "type": typ}
+            if props:
+                try:
+                    data.update(json.loads(props))
+                except json.JSONDecodeError:
+                    logger.warning(f"Failed to parse JSON props for node {node_id}")
+            nodes.append((node_id, data))
+
+        edges_query = """
+            MATCH (a:Node)-[r:EDGE]-(b:Node)
+            WHERE a.id IN $ids AND b.id IN $ids
+            RETURN a.id, b.id, r.relationship_name, r.properties
+        """
+        edge_rows = await self.query(edges_query, {"ids": all_ids})
+        edges: List[Tuple[str, str, str, dict]] = []
+        for from_id, to_id, rel_type, props in edge_rows:
+            data = {}
+            if props:
+                try:
+                    data = json.loads(props)
+                except json.JSONDecodeError:
+                    logger.warning(f"Failed to parse JSON props for edge {from_id}->{to_id}")
+
+            edges.append((from_id, to_id, rel_type, data))
+
+        return nodes, edges
+
     async def get_filtered_graph_data(
         self, attribute_filters: List[Dict[str, List[Union[str, int]]]]
     ):
diff --git a/cognee/infrastructure/databases/graph/neo4j_driver/adapter.py b/cognee/infrastructure/databases/graph/neo4j_driver/adapter.py
index 9d8f1dcd0..d0532fc53 100644
--- a/cognee/infrastructure/databases/graph/neo4j_driver/adapter.py
+++ b/cognee/infrastructure/databases/graph/neo4j_driver/adapter.py
@@ -517,7 +517,7 @@ class Neo4jAdapter(GraphDBInterface):
 
         return (nodes, edges)
 
-    async def get_subgraph(
+    async def get_nodeset_subgraph(
         self, node_type: Type[Any], node_name: List[str]
     ) -> Tuple[List[Tuple[int, dict]], List[Tuple[int, int, str, dict]]]:
         label = node_type.__name__
diff --git a/cognee/modules/graph/cognee_graph/CogneeGraph.py b/cognee/modules/graph/cognee_graph/CogneeGraph.py
index 4a6b4a13e..1913fc970 100644
--- a/cognee/modules/graph/cognee_graph/CogneeGraph.py
+++ b/cognee/modules/graph/cognee_graph/CogneeGraph.py
@@ -69,7 +69,7 @@ class CogneeGraph(CogneeAbstractGraph):
 
         try:
             if node_type is not None and node_name is not None:
-                nodes_data, edges_data = await adapter.get_subgraph(
+                nodes_data, edges_data = await adapter.get_nodeset_subgraph(
                     node_type=node_type, node_name=node_name
                 )
             elif len(memory_fragment_filter) == 0: