diff --git a/src/agentscope/constants.py b/src/agentscope/constants.py
index b5e770b03..5a5ab1ab9 100644
--- a/src/agentscope/constants.py
+++ b/src/agentscope/constants.py
@@ -1,5 +1,6 @@
 # -*- coding: utf-8 -*-
 """ Some constants used in the project"""
+import os
 from numbers import Number
 from enum import IntEnum
 
@@ -19,7 +20,16 @@
 _DEFAULT_SUBDIR_CODE = "code"
 _DEFAULT_SUBDIR_FILE = "file"
 _DEFAULT_SUBDIR_INVOKE = "invoke"
-_DEFAULT_CACHE_DIR = str(Path.home() / ".cache" / "agentscope")
+_DEFAULT_CACHE_DIR = str(
+    Path(
+        os.environ.get(
+            "AS_HOME_PATH",
+            str(Path.home()),
+        ),
+    )
+    / ".cache"
+    / "agentscope",
+)
 _DEFAULT_CFG_NAME = ".config"
 _DEFAULT_IMAGE_NAME = "image_{}_{}.png"
 _DEFAULT_SQLITE_DB_NAME = "agentscope.db"
diff --git a/src/agentscope/studio/_app.py b/src/agentscope/studio/_app.py
index 81ed58b61..06226944d 100644
--- a/src/agentscope/studio/_app.py
+++ b/src/agentscope/studio/_app.py
@@ -27,6 +27,7 @@
 from flask_socketio import SocketIO, join_room, leave_room
 
 from ..constants import (
+    _DEFAULT_CACHE_DIR,
     _DEFAULT_SUBDIR_CODE,
     _DEFAULT_SUBDIR_INVOKE,
     FILE_SIZE_LIMIT,
@@ -44,7 +45,7 @@
 _app = Flask(__name__)
 
 # Set the cache directory
-_cache_dir = Path.home() / ".cache" / "agentscope-studio"
+_cache_dir = Path(_DEFAULT_CACHE_DIR) / "studio"
 _cache_db = _cache_dir / "agentscope.db"
 os.makedirs(str(_cache_dir), exist_ok=True)