diff --git a/.env.example b/.env.example
index d99f3580..e16219af 100644
--- a/.env.example
+++ b/.env.example
@@ -30,6 +30,9 @@ UNBOUND_API_KEY=
 SiliconFLOW_ENDPOINT=https://api.siliconflow.cn/v1/
 SiliconFLOW_API_KEY=
 
+LOCAL_ENDPOINT=http://localhost:8000/v1
+LOCAL_API_KEY=
+
 # Set to false to disable anonymized telemetry
 ANONYMIZED_TELEMETRY=false
 
diff --git a/src/agent/custom_agent.py b/src/agent/custom_agent.py
index 4b0eff39..3817e4e3 100644
--- a/src/agent/custom_agent.py
+++ b/src/agent/custom_agent.py
@@ -7,6 +7,7 @@
 import os
 import base64
 import io
+import re
 import asyncio
 import time
 import platform
@@ -223,6 +224,7 @@ async def get_next_action(self, input_messages: list[BaseMessage]) -> AgentOutpu
             ai_content = ai_message.content
 
         try:
+            ai_content = re.sub(r"<think>.*?</think>", "", ai_content, flags=re.DOTALL).strip()
             ai_content = ai_content.replace("```json", "").replace("```", "")
             ai_content = repair_json(ai_content)
             parsed_json = json.loads(ai_content)
diff --git a/src/utils/utils.py b/src/utils/utils.py
index 62fc8a8e..40b83c3f 100644
--- a/src/utils/utils.py
+++ b/src/utils/utils.py
@@ -24,7 +24,8 @@
     "google": "Google",
     "alibaba": "Alibaba",
     "moonshot": "MoonShot",
-    "unbound": "Unbound AI"
+    "unbound": "Unbound AI",
+    "local": "Local Model"
 }
 
 
@@ -180,7 +181,22 @@ def get_llm_model(provider: str, **kwargs):
         return ChatOpenAI(
             api_key=api_key,
             base_url=base_url,
-            model_name=kwargs.get("model_name", "Qwen/QwQ-32B"),
+            model=kwargs.get("model_name", "Qwen/QwQ-32B"),
+            temperature=kwargs.get("temperature", 0.0),
+        )
+    elif provider == "local":
+        if not kwargs.get("api_key", ""):
+            api_key = os.getenv("LOCAL_API_KEY", "")
+        else:
+            api_key = kwargs.get("api_key")
+        if not kwargs.get("base_url", ""):
+            base_url = os.getenv("LOCAL_ENDPOINT", "")
+        else:
+            base_url = kwargs.get("base_url")
+        return ChatOpenAI(
+            api_key=api_key,
+            base_url=base_url,
+            model=kwargs.get("model_name", ""),
             temperature=kwargs.get("temperature", 0.0),
         )
     else:
@@ -201,6 +217,7 @@ def get_llm_model(provider: str, **kwargs):
     "alibaba": ["qwen-plus", "qwen-max", "qwen-turbo", "qwen-long"],
     "moonshot": ["moonshot-v1-32k-vision-preview", "moonshot-v1-8k-vision-preview"],
     "unbound": ["gemini-2.0-flash", "gpt-4o-mini", "gpt-4o", "gpt-4.5-preview"],
+    "local": ["local-model"],
     "siliconflow": [
         "deepseek-ai/DeepSeek-R1",
         "deepseek-ai/DeepSeek-V3",