diff --git a/dbgpt/agent/resource/app.py b/dbgpt/agent/resource/app.py
index 595c5fdb9..70810ade6 100644
--- a/dbgpt/agent/resource/app.py
+++ b/dbgpt/agent/resource/app.py
@@ -5,13 +5,16 @@ import uuid
 from typing import Any, Dict, List, Optional, Tuple, Type, cast
 
 from dbgpt.agent import AgentMessage, ConversableAgent
-from dbgpt.serve.agent.agents.app_agent_manage import get_app_manager
 from dbgpt.util import ParameterDescription
 
 from .base import Resource, ResourceParameters, ResourceType
 
 
 def _get_app_list():
+    # TODO: Don't import dbgpt.serve in dbgpt.agent module
+    from dbgpt.serve.agent.agents.app_agent_manage import get_app_manager
+
+    # Only call this function when the system app is initialized
     apps = get_app_manager().get_dbgpts()
     results = [
         {
@@ -24,53 +27,63 @@ def _get_app_list():
     return results
 
 
-@dataclasses.dataclass
-class AppResourceParameters(ResourceParameters):
-    """Application resource class."""
+def _create_app_resource_parameters() -> Type[ResourceParameters]:
+    """Create AppResourceParameters."""
 
-    app_code: str = dataclasses.field(
-        metadata={
-            "help": "app code",
-            "valid_values": _get_app_list(),
-        },
-    )
+    @dataclasses.dataclass
+    class _DynAppResourceParameters(ResourceParameters):
+        """Application resource class."""
 
-    @classmethod
-    def to_configurations(
-        cls,
-        parameters: Type["AppResourceParameters"],
-        version: Optional[str] = None,
-        **kwargs,
-    ) -> Any:
-        """Convert the parameters to configurations."""
-        conf: List[ParameterDescription] = cast(
-            List[ParameterDescription], super().to_configurations(parameters)
+        app_code: str = dataclasses.field(
+            metadata={
+                "help": "app code",
+                "valid_values": _get_app_list(),
+            },
         )
-        version = version or cls._resource_version()
-        if version != "v1":
-            return conf
-        # Compatible with old version
-        for param in conf:
-            if param.param_name == "app_code":
-                return param.valid_values or []
-        return []
 
-    @classmethod
-    def from_dict(
-        cls, data: dict, ignore_extra_fields: bool = True
-    ) -> ResourceParameters:
-        """Create a new instance from a dictionary."""
-        copied_data = data.copy()
-        if "app_code" not in copied_data and "value" in copied_data:
-            copied_data["app_code"] = copied_data.pop("value")
-        return super().from_dict(copied_data, ignore_extra_fields=ignore_extra_fields)
+        @classmethod
+        def to_configurations(
+            cls,
+            parameters: Type["ResourceParameters"],
+            version: Optional[str] = None,
+            **kwargs,
+        ) -> Any:
+            """Convert the parameters to configurations."""
+            conf: List[ParameterDescription] = cast(
+                List[ParameterDescription], super().to_configurations(parameters)
+            )
+            version = version or cls._resource_version()
+            if version != "v1":
+                return conf
+            # Compatible with old version
+            for param in conf:
+                if param.param_name == "app_code":
+                    return param.valid_values or []
+            return []
+
+        @classmethod
+        def from_dict(
+            cls, data: dict, ignore_extra_fields: bool = True
+        ) -> ResourceParameters:
+            """Create a new instance from a dictionary."""
+            copied_data = data.copy()
+            if "app_code" not in copied_data and "value" in copied_data:
+                copied_data["app_code"] = copied_data.pop("value")
+            return super().from_dict(
+                copied_data, ignore_extra_fields=ignore_extra_fields
+            )
+
+    return _DynAppResourceParameters
 
 
-class AppResource(Resource[AppResourceParameters]):
+class AppResource(Resource[ResourceParameters]):
     """AppResource resource class."""
 
     def __init__(self, name: str, app_code: str, **kwargs):
         """Initialize AppResource resource."""
+        # TODO: Don't import dbgpt.serve in dbgpt.agent module
+        from dbgpt.serve.agent.agents.app_agent_manage import get_app_manager
+
         self._resource_name = name
         self._app_code = app_code
 
@@ -101,7 +114,7 @@ class AppResource(Resource[AppResourceParameters]):
     @classmethod
     def resource_parameters_class(cls, **kwargs) -> Type[ResourceParameters]:
         """Return the resource parameters class."""
-        return AppResourceParameters
+        return _create_app_resource_parameters()
 
     async def get_prompt(
         self,
@@ -172,6 +185,9 @@ async def _start_app(
     conv_uid: Optional[str] = None,
 ) -> AgentMessage:
     """Start App By AppResource."""
+    # TODO: Don't import dbgpt.serve in dbgpt.agent module
+    from dbgpt.serve.agent.agents.app_agent_manage import get_app_manager
+
     conv_uid = str(uuid.uuid4()) if conv_uid is None else conv_uid
     gpts_app = get_app_manager().get_app(app_code)
     app_agent = await get_app_manager().create_agent_by_app_code(
diff --git a/dbgpt/serve/agent/agents/controller.py b/dbgpt/serve/agent/agents/controller.py
index 8f857f907..8f0a9c598 100644
--- a/dbgpt/serve/agent/agents/controller.py
+++ b/dbgpt/serve/agent/agents/controller.py
@@ -107,6 +107,18 @@ class MultiAgents(BaseComponent, ABC):
         super().__init__(system_app)
         self.system_app = system_app
 
+    def on_init(self):
+        """Called when init the application.
+
+        Import your own module here to ensure the module is loaded before the application starts
+        """
+        from ..db.gpts_app import (
+            GptsAppCollectionEntity,
+            GptsAppDetailEntity,
+            GptsAppEntity,
+            UserRecentAppsEntity,
+        )
+
     def get_dbgpts(self, user_code: str = None, sys_code: str = None):
         apps = self.gpts_app.app_list(
             GptsAppQuery(user_code=user_code, sys_code=sys_code)