diff --git a/dbgpt/agent/core/plan/awel/agent_operator.py b/dbgpt/agent/core/plan/awel/agent_operator.py
index 650c92cf0..8a68d307a 100644
--- a/dbgpt/agent/core/plan/awel/agent_operator.py
+++ b/dbgpt/agent/core/plan/awel/agent_operator.py
@@ -22,7 +22,6 @@
 
 # TODO: Don't dependent on MixinLLMOperator
 from dbgpt.model.operators.llm_operator import MixinLLMOperator
-from dbgpt.serve.prompt.api.endpoints import get_service
 from dbgpt.util.i18n_utils import _
 
 from .... import ActionOutput
@@ -291,6 +290,7 @@ async def get_agent(
 
         prompt_template = None
         if self.awel_agent.agent_prompt:
+            from dbgpt.serve.prompt.api.endpoints import get_service
             prompt_service = get_service()
             prompt_template = prompt_service.get_template(
                 self.awel_agent.agent_prompt.code
diff --git a/dbgpt/agent/core/plan/awel/agent_operator_resource.py b/dbgpt/agent/core/plan/awel/agent_operator_resource.py
index 226274f8c..bbdbbfa68 100644
--- a/dbgpt/agent/core/plan/awel/agent_operator_resource.py
+++ b/dbgpt/agent/core/plan/awel/agent_operator_resource.py
@@ -12,8 +12,6 @@
     ResourceCategory,
     register_resource,
 )
-from dbgpt.serve.prompt.api.endpoints import get_service
-
 from ....resource.base import AgentResource, ResourceType
 from ....resource.manage import get_resource_manager
 from ....util.llm.llm import LLMConfig, LLMStrategyType
@@ -21,6 +19,7 @@
 
 
 def _agent_resource_prompt_values() -> List[OptionValue]:
+    from dbgpt.serve.prompt.api.endpoints import get_service
     prompt_service = get_service()
     prompts = prompt_service.get_target_prompt()
     return [