diff --git a/paddlehub/serving/app_single.py b/paddlehub/serving/app_single.py
index a6975295c53e51b3535bd8255184bf0847635bb9..b1ddb1469e544f9e8a4a5e0851f0e9a0d277d8d0 100644
--- a/paddlehub/serving/app_single.py
+++ b/paddlehub/serving/app_single.py
@@ -14,6 +14,7 @@
 from flask import Flask, request, render_template
 from paddlehub.serving.model_service.base_model_service import cv_module_info
 from paddlehub.serving.model_service.base_model_service import nlp_module_info
+from paddlehub.serving.model_service.base_model_service import v2_module_info
 from paddlehub.common import utils
 import functools
 import time
@@ -451,10 +452,8 @@ def create_app(init_flag=False, configs=None):
 
     @app_instance.route("/predict/<module_name>", methods=["POST"])
     def predict_modulev2(module_name):
-        if module_name in nlp_module_info.nlp_modules:
-            module_info = nlp_module_info.get_module_info(module_name)
-        elif module_name in cv_module_info.cv_modules:
-            module_info = cv_module_info.get_module_info(module_name)
+        if module_name in v2_module_info.modules:
+            module_info = v2_module_info.get_module_info(module_name)
         else:
             msg = "Module {} is not available.".format(module_name)
             return gen_result("-1", msg, "")
@@ -476,6 +475,7 @@ def config_with_file(configs):
             cv_module_info.add_module(key, {key: value})
         elif "NLP" == value["category"]:
             nlp_module_info.add_module(key, {key: value})
+        v2_module_info.add_module(key, {key: value})
         print(key, "==", value["version"])
 
 
diff --git a/paddlehub/serving/model_service/base_model_service.py b/paddlehub/serving/model_service/base_model_service.py
index 803d4244e2c0005824203abb1e0b7f9b851cb120..586932288273e4af8750c0add798bed3817c6046 100644
--- a/paddlehub/serving/model_service/base_model_service.py
+++ b/paddlehub/serving/model_service/base_model_service.py
@@ -102,6 +102,19 @@ class NLPModuleInfo(BaseModuleInfo):
             self._modules.append(module_name)
 
 
+class V2ModuleInfo(BaseModuleInfo):
+    def __init__(self):
+        super(V2ModuleInfo, self).__init__()
+
+    @property
+    def modules(self):
+        return self._modules
+
+    def add_module(self, module_name, module_info):
+        self._modules_info.update(module_info)
+        self._modules.append(module_name)
+
+
 class BaseModelService(object):
     def _initialize(self):
         pass
@@ -121,3 +134,4 @@ class BaseModelService(object):
 
 cv_module_info = CVModuleInfo()
 nlp_module_info = NLPModuleInfo()
+v2_module_info = V2ModuleInfo()