diff --git a/api/core/model_runtime/model_providers/xinference/llm/llm.py b/api/core/model_runtime/model_providers/xinference/llm/llm.py
index b82f0430c5f782..8d86d6937d8ac9 100644
--- a/api/core/model_runtime/model_providers/xinference/llm/llm.py
+++ b/api/core/model_runtime/model_providers/xinference/llm/llm.py
@@ -63,6 +63,9 @@
 )
 from core.model_runtime.utils import helper
 
+DEFAULT_MAX_RETRIES = 3
+DEFAULT_INVOKE_TIMEOUT = 60
+
 
 class XinferenceAILargeLanguageModel(LargeLanguageModel):
     def _invoke(
@@ -315,7 +318,12 @@ def _convert_prompt_message_to_dict(self, message: PromptMessage) -> dict:
             message_dict = {"role": "system", "content": message.content}
         elif isinstance(message, ToolPromptMessage):
             message = cast(ToolPromptMessage, message)
-            message_dict = {"tool_call_id": message.tool_call_id, "role": "tool", "content": message.content}
+            message_dict = {
+                "tool_call_id": message.tool_call_id,
+                "role": "tool",
+                "content": message.content,
+                "name": message.name,
+            }
         else:
             raise ValueError(f"Unknown message type {type(message)}")
 
@@ -466,8 +474,8 @@ def _generate(
         client = OpenAI(
             base_url=f'{credentials["server_url"]}/v1',
             api_key=api_key,
-            max_retries=3,
-            timeout=60,
+            max_retries=int(credentials.get("max_retries") or DEFAULT_MAX_RETRIES),
+            timeout=int(credentials.get("invoke_timeout") or DEFAULT_INVOKE_TIMEOUT),
         )
 
         xinference_client = Client(
diff --git a/api/core/model_runtime/model_providers/xinference/xinference.yaml b/api/core/model_runtime/model_providers/xinference/xinference.yaml
index be9073c1cab1f4..3500136693fb48 100644
--- a/api/core/model_runtime/model_providers/xinference/xinference.yaml
+++ b/api/core/model_runtime/model_providers/xinference/xinference.yaml
@@ -56,3 +56,23 @@ model_credential_schema:
       placeholder:
         zh_Hans: 在此输入您的API密钥
         en_US: Enter the api key
+    - variable: invoke_timeout
+      label:
+        zh_Hans: 调用超时时间 (单位:秒)
+        en_US: invoke timeout (unit:second)
+      type: text-input
+      required: true
+      default: '60'
+      placeholder:
+        zh_Hans: 在此输入调用超时时间
+        en_US: Enter invoke timeout value
+    - variable: max_retries
+      label:
+        zh_Hans: 调用重试次数
+        en_US: max retries
+      type: text-input
+      required: true
+      default: '3'
+      placeholder:
+        zh_Hans: 在此输入调用重试次数
+        en_US: Enter max retries