diff --git a/AI/Neo4j/N1_ReadZsd.py b/AI/Neo4j/N1_ReadZsd.py
index a657d6e7..fb1b9ed1 100644
--- a/AI/Neo4j/N1_ReadZsd.py
+++ b/AI/Neo4j/N1_ReadZsd.py
@@ -1,8 +1,6 @@
 import json
 
 from Neo4j.Neo4jExecutor import *
-from Neo4j.Util import clear
-
 
 def json_to_cypher(data):
     """将知识体系JSON转换为Cypher插入脚本"""
diff --git a/AI/Neo4j/Neo4jExecutor.py b/AI/Neo4j/Neo4jExecutor.py
index a9bb1ff6..65450327 100644
--- a/AI/Neo4j/Neo4jExecutor.py
+++ b/AI/Neo4j/Neo4jExecutor.py
@@ -1,7 +1,49 @@
 import re
-from Util import *
 from Config import *
+from py2neo import Graph, Node, Relationship, Subgraph
+from typing import List, Tuple
 
+def clear(db):
+    # 清空数据
+    db.run("MATCH (n) DETACH DELETE n")
+
+    # 分步删除约束和索引
+    try:
+        # 删除约束
+        constraints = db.run("SHOW CONSTRAINTS YIELD name").data()
+        for constr in constraints:
+            db.run(f"DROP CONSTRAINT `{constr['name']}`")
+
+        # 删除索引
+        indexes = db.run("SHOW INDEXES YIELD name, type WHERE type <> 'LOOKUP'").data()
+        for idx in indexes:
+            db.run(f"DROP INDEX `{idx['name']}`")
+    except Exception as e:
+        print(f"删除操作失败: {e}")
+
+
+def create_subgraph(db: Graph, nodes: List[Node], relations: List[Tuple[Node, str, Node]]) -> None:
+    """统一创建子图"""
+    subgraph = Subgraph(
+        nodes=nodes,
+        relationships=[Relationship(start, rel_type, end) for start, rel_type, end in relations]
+    )
+    db.create(subgraph)
+
+def tx_create(db: Graph, nodes: List[Node], relations: List[Tuple[Node, str, Node]]) -> None:
+    """事务方式创建数据"""
+    try:
+        tx = db.begin()
+        subgraph = Subgraph(
+            nodes=nodes,
+            relationships=[Relationship(start, rel_type, end) for start, rel_type, end in relations]
+        )
+        tx.create(subgraph)
+        db.commit(tx)
+    except Exception as e:
+        db.rollback(tx)
+        print(f"事务操作失败: {str(e)}")
+        raise
 
 class Neo4jExecutor:
     def __init__(self, uri, auth):
diff --git a/AI/Neo4j/Util.py b/AI/Neo4j/Util.py
deleted file mode 100644
index 9dc1062c..00000000
--- a/AI/Neo4j/Util.py
+++ /dev/null
@@ -1,48 +0,0 @@
-from py2neo import Graph, Node, Relationship, Subgraph
-from typing import List, Tuple
-
-# 修正版本查询代码
-#version = db.run("CALL dbms.components() YIELD versions UNWIND versions AS version RETURN version").evaluate()
-#print(f"Neo4j 版本: {version}")
-
-def clear(db):
-    # 清空数据
-    db.run("MATCH (n) DETACH DELETE n")
-
-    # 分步删除约束和索引
-    try:
-        # 删除约束
-        constraints = db.run("SHOW CONSTRAINTS YIELD name").data()
-        for constr in constraints:
-            db.run(f"DROP CONSTRAINT `{constr['name']}`")
-
-        # 删除索引
-        indexes = db.run("SHOW INDEXES YIELD name, type WHERE type <> 'LOOKUP'").data()
-        for idx in indexes:
-            db.run(f"DROP INDEX `{idx['name']}`")
-    except Exception as e:
-        print(f"删除操作失败: {e}")
-
-
-def create_subgraph(db: Graph, nodes: List[Node], relations: List[Tuple[Node, str, Node]]) -> None:
-    """统一创建子图"""
-    subgraph = Subgraph(
-        nodes=nodes,
-        relationships=[Relationship(start, rel_type, end) for start, rel_type, end in relations]
-    )
-    db.create(subgraph)
-
-def tx_create(db: Graph, nodes: List[Node], relations: List[Tuple[Node, str, Node]]) -> None:
-    """事务方式创建数据"""
-    try:
-        tx = db.begin()
-        subgraph = Subgraph(
-            nodes=nodes,
-            relationships=[Relationship(start, rel_type, end) for start, rel_type, end in relations]
-        )
-        tx.create(subgraph)
-        db.commit(tx)
-    except Exception as e:
-        db.rollback(tx)
-        print(f"事务操作失败: {str(e)}")
-        raise
\ No newline at end of file
diff --git a/AI/Neo4j/__pycache__/Neo4jExecutor.cpython-310.pyc b/AI/Neo4j/__pycache__/Neo4jExecutor.cpython-310.pyc
index e97b71ea..c73869a8 100644
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diff --git a/AI/Neo4j/__pycache__/Util.cpython-310.pyc b/AI/Neo4j/__pycache__/Util.cpython-310.pyc
deleted file mode 100644
index fe0bb290..00000000
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