diff --git a/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py b/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py
index e147caacf3..7b1b8cf483 100644
--- a/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py
+++ b/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py
@@ -7,6 +7,7 @@ from core.app.entities.app_invoke_entities import ModelConfigWithCredentialsEnti
 from core.file import File
 from core.memory.token_buffer_memory import TokenBufferMemory
 from core.model_manager import ModelInstance
+from core.model_runtime.entities import ImagePromptMessageContent
 from core.model_runtime.entities.llm_entities import LLMResult, LLMUsage
 from core.model_runtime.entities.message_entities import (
     AssistantPromptMessage,
@@ -129,6 +130,7 @@ class ParameterExtractorNode(LLMNode):
                 model_config=model_config,
                 memory=memory,
                 files=files,
+                vision_detail=node_data.vision.configs.detail,
             )
         else:
             # use prompt engineering
@@ -139,6 +141,7 @@ class ParameterExtractorNode(LLMNode):
                 model_config=model_config,
                 memory=memory,
                 files=files,
+                vision_detail=node_data.vision.configs.detail,
             )
 
             prompt_message_tools = []
@@ -267,6 +270,7 @@ class ParameterExtractorNode(LLMNode):
         model_config: ModelConfigWithCredentialsEntity,
         memory: Optional[TokenBufferMemory],
         files: Sequence[File],
+        vision_detail: Optional[ImagePromptMessageContent.DETAIL] = None,
     ) -> tuple[list[PromptMessage], list[PromptMessageTool]]:
         """
         Generate function call prompt.
@@ -289,6 +293,7 @@ class ParameterExtractorNode(LLMNode):
             memory_config=node_data.memory,
             memory=None,
             model_config=model_config,
+            image_detail_config=vision_detail,
         )
 
         # find last user message
@@ -347,6 +352,7 @@ class ParameterExtractorNode(LLMNode):
         model_config: ModelConfigWithCredentialsEntity,
         memory: Optional[TokenBufferMemory],
         files: Sequence[File],
+        vision_detail: Optional[ImagePromptMessageContent.DETAIL] = None,
     ) -> list[PromptMessage]:
         """
         Generate prompt engineering prompt.
@@ -361,6 +367,7 @@ class ParameterExtractorNode(LLMNode):
                 model_config=model_config,
                 memory=memory,
                 files=files,
+                vision_detail=vision_detail,
             )
         elif model_mode == ModelMode.CHAT:
             return self._generate_prompt_engineering_chat_prompt(
@@ -370,6 +377,7 @@ class ParameterExtractorNode(LLMNode):
                 model_config=model_config,
                 memory=memory,
                 files=files,
+                vision_detail=vision_detail,
             )
         else:
             raise InvalidModelModeError(f"Invalid model mode: {model_mode}")
@@ -382,6 +390,7 @@ class ParameterExtractorNode(LLMNode):
         model_config: ModelConfigWithCredentialsEntity,
         memory: Optional[TokenBufferMemory],
         files: Sequence[File],
+        vision_detail: Optional[ImagePromptMessageContent.DETAIL] = None,
     ) -> list[PromptMessage]:
         """
         Generate completion prompt.
@@ -402,6 +411,7 @@ class ParameterExtractorNode(LLMNode):
             memory_config=node_data.memory,
             memory=memory,
             model_config=model_config,
+            image_detail_config=vision_detail,
         )
 
         return prompt_messages
@@ -414,6 +424,7 @@ class ParameterExtractorNode(LLMNode):
         model_config: ModelConfigWithCredentialsEntity,
         memory: Optional[TokenBufferMemory],
         files: Sequence[File],
+        vision_detail: Optional[ImagePromptMessageContent.DETAIL] = None,
     ) -> list[PromptMessage]:
         """
         Generate chat prompt.
@@ -441,6 +452,7 @@ class ParameterExtractorNode(LLMNode):
             memory_config=node_data.memory,
             memory=None,
             model_config=model_config,
+            image_detail_config=vision_detail,
         )
 
         # find last user message