diff --git a/astrbot/core/core_lifecycle.py b/astrbot/core/core_lifecycle.py
index ddb285cc9..1e6948355 100644
--- a/astrbot/core/core_lifecycle.py
+++ b/astrbot/core/core_lifecycle.py
@@ -53,7 +53,7 @@ class AstrBotCoreLifecycle:
         )
         self.plugin_manager = PluginManager(self.star_context, self.astrbot_config)
         
-        self.plugin_manager.reload()
+        await self.plugin_manager.reload()
         '''扫描、注册插件、实例化插件类'''
         
         await self.provider_manager.initialize()
diff --git a/astrbot/core/message/components.py b/astrbot/core/message/components.py
index 717a0f81b..50e81c86d 100644
--- a/astrbot/core/message/components.py
+++ b/astrbot/core/message/components.py
@@ -54,6 +54,7 @@ class ComponentType(Enum):
     CardImage = "CardImage"
     TTS = "TTS"
     Unknown = "Unknown"
+    File = "File"
 
 
 class BaseMessageComponent(BaseModel):
@@ -415,6 +416,17 @@ class Unknown(BaseMessageComponent):
     def toString(self):
         return ""
 
+class File(BaseMessageComponent):
+    '''
+    目前此消息段只适配了 Napcat。
+    '''
+    type: ComponentType = "File"
+    name: T.Optional[str] = "" # 名字
+    file: T.Optional[str] = "" # url（本地路径）
+    
+    def __init__(self, name: str, file: str):
+        super().__init__(name=name, file=file)
+
 
 ComponentTypes = {
     "plain": Plain,
@@ -441,5 +453,6 @@ ComponentTypes = {
     "json": Json,
     "cardimage": CardImage,
     "tts": TTS,
-    "unknown": Unknown
+    "unknown": Unknown,
+    'file': File,
 }
diff --git a/astrbot/core/pipeline/process_stage/stage.py b/astrbot/core/pipeline/process_stage/stage.py
index a1ab3ddef..e8b3db18a 100644
--- a/astrbot/core/pipeline/process_stage/stage.py
+++ b/astrbot/core/pipeline/process_stage/stage.py
@@ -43,7 +43,10 @@ class ProcessStage(Stage):
                     yield
         
         # 调用提供商相关请求
-        if self.ctx.astrbot_config['provider_settings'].get('enable', True) and not event._has_send_oper:
+        if not self.ctx.astrbot_config['provider_settings'].get('enable', True):
+            return
+        
+        if not event._has_send_oper and event.is_at_or_wake_command:
             if (event.get_result() and not event.get_result().is_stopped()) or not event.get_result():
                 provider = self.ctx.plugin_manager.context.get_using_provider()
                 match provider.meta().type:
diff --git a/astrbot/core/pipeline/waking_check/stage.py b/astrbot/core/pipeline/waking_check/stage.py
index b1aa6059d..253fd9bf4 100644
--- a/astrbot/core/pipeline/waking_check/stage.py
+++ b/astrbot/core/pipeline/waking_check/stage.py
@@ -47,6 +47,7 @@ class WakingCheckStage(Stage):
                     # 如果是群聊，且第一个消息段是 At 消息，但不是 At 机器人或 At 全体成员，则不唤醒
                     break
                 is_wake = True
+                event.is_at_or_wake_command = True
                 event.is_wake = True
                 event.message_str = event.message_str[len(wake_prefix) :].strip()
                 break
@@ -60,11 +61,13 @@ class WakingCheckStage(Stage):
                     is_wake = True
                     event.is_wake = True
                     wake_prefix = ""
+                    event.is_at_or_wake_command = True
                     break
             # 检查是否是私聊
             if event.is_private_chat():
                 is_wake = True
                 event.is_wake = True
+                event.is_at_or_wake_command = True
                 wake_prefix = ""
 
         # 检查插件的 handler filter
diff --git a/astrbot/core/platform/astr_message_event.py b/astrbot/core/platform/astr_message_event.py
index 65b06149e..a743610a3 100644
--- a/astrbot/core/platform/astr_message_event.py
+++ b/astrbot/core/platform/astr_message_event.py
@@ -35,7 +35,8 @@ class AstrMessageEvent(abc.ABC):
         self.platform_meta = platform_meta
         self.session_id = session_id
         self.role = "member"
-        self.is_wake = False
+        self.is_wake = False # 是否通过 WakingStage
+        self.is_at_or_wake_command = False # 是否是 At 机器人或者带有唤醒词或者是私聊（事件监听器会让 is_wake 设为 True）
         self._extras = {}
         self.session = MessageSesion(
             platform_name=platform_meta.name,
diff --git a/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_platform_adapter.py b/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_platform_adapter.py
index fa7fca81d..3d1439a98 100644
--- a/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_platform_adapter.py
+++ b/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_platform_adapter.py
@@ -1,3 +1,4 @@
+import os
 import time
 import asyncio
 import logging
@@ -5,12 +6,13 @@ from typing import Awaitable, Any
 from aiocqhttp import CQHttp, Event
 from astrbot.api.platform import Platform, AstrBotMessage, MessageMember, MessageType, PlatformMetadata
 from astrbot.api.event import MessageChain
-from .aiocqhttp_message_event import *
-from astrbot.api.message_components import *
+from .aiocqhttp_message_event import *  # noqa: F403
+from astrbot.api.message_components import *  # noqa: F403
 from astrbot.api import logger
 from .aiocqhttp_message_event import AiocqhttpMessageEvent
 from astrbot.core.platform.astr_message_event import MessageSesion
 from ...register import register_platform_adapter
+from aiocqhttp.exceptions import ActionFailed
 
 @register_platform_adapter("aiocqhttp", "适用于 OneBot 标准的消息平台适配器，支持反向 WebSockets。")
 class AiocqhttpAdapter(Platform):
@@ -42,7 +44,7 @@ class AiocqhttpAdapter(Platform):
                 await self.bot.send_private_msg(user_id=session.session_id, message=ret)
         await super().send_by_session(session, message_chain)
         
-    def convert_message(self, event: Event) -> AstrBotMessage:
+    async def convert_message(self, event: Event) -> AstrBotMessage:
         abm = AstrBotMessage()
         abm.self_id = str(event.self_id)
         abm.tag = "aiocqhttp"
@@ -78,7 +80,25 @@ class AiocqhttpAdapter(Platform):
             a = None
             if t == 'text':
                 message_str += m['data']['text'].strip()
-            a = ComponentTypes[t](**m['data'])
+            elif t == 'file':
+                try:
+                    # Napcat, LLBot
+                    ret = await self.bot.call_action(action="get_file", file_id=event.message[0]['data']['file_id'])
+                    if not ret.get('file', None):
+                        raise ValueError(f"无法解析文件响应: {ret}")
+                    if not os.path.exists(ret['file']):
+                        raise FileNotFoundError(f"文件不存在: {ret['file']}。如果您使用 Docker 部署了 AstrBot 或者消息协议端(Napcat等),暂时无法获取用户上传的文件。")
+                    
+                    m['data'] = {
+                        "file": ret['file'],
+                        "name": ret['file_name']
+                    }
+                except ActionFailed as e:
+                    logger.error(f"获取文件失败: {e}，此消息段将被忽略。")
+                except BaseException as e:
+                    logger.error(f"获取文件失败: {e}，此消息段将被忽略。")
+                    
+            a = ComponentTypes[t](**m['data'])  # noqa: F405
             abm.message.append(a)
         abm.timestamp = int(time.time())
         abm.message_str = message_str
@@ -91,13 +111,13 @@ class AiocqhttpAdapter(Platform):
         self.bot = CQHttp(use_ws_reverse=True, import_name='aiocqhttp', api_timeout_sec=180)
         @self.bot.on_message('group')
         async def group(event: Event):
-            abm = self.convert_message(event)
+            abm = await self.convert_message(event)
             if abm:
                 await self.handle_msg(abm)
         
         @self.bot.on_message('private')
         async def private(event: Event):
-            abm = self.convert_message(event)
+            abm = await self.convert_message(event)
             if abm:
                 await self.handle_msg(abm)
                 
diff --git a/astrbot/core/platform/sources/qqofficial/qqofficial_message_event.py b/astrbot/core/platform/sources/qqofficial/qqofficial_message_event.py
index 5c4a992df..bd077a078 100644
--- a/astrbot/core/platform/sources/qqofficial/qqofficial_message_event.py
+++ b/astrbot/core/platform/sources/qqofficial/qqofficial_message_event.py
@@ -31,11 +31,13 @@ class QQOfficialMessageEvent(AstrMessageEvent):
                 if image_base64:
                     media = await self.upload_group_and_c2c_image(image_base64, 1, group_openid=source.group_openid)
                     payload['media'] = media
+                    payload['msg_type'] = 7
                 await self.bot.api.post_group_message(group_openid=source.group_openid, **payload)
             case botpy.message.C2CMessage:
                 if image_base64:
                     media = await self.upload_group_and_c2c_image(image_base64, 1, openid=source.author.user_openid)
                     payload['media'] = media
+                    payload['msg_type'] = 7
                 await self.bot.api.post_c2c_message(openid=source.author.user_openid, **payload)
             case botpy.message.Message:
                 if image_path:
@@ -73,9 +75,9 @@ class QQOfficialMessageEvent(AstrMessageEvent):
                 plain_text += i.text
             elif isinstance(i, Image) and not image_base64:
                 if i.file and i.file.startswith("file:///"):
-                    image_base64 = file_to_base64(i.file[8:])
+                    image_base64 = file_to_base64(i.file[8:]).replace("base64://", "")
                     image_file_path = i.file[8:]
                 elif i.file and i.file.startswith("http"):
                     image_file_path = await download_image_by_url(i.file)
-                    image_base64 = file_to_base64(image_file_path)
+                    image_base64 = file_to_base64(image_file_path).replace("base64://", "")
         return plain_text, image_base64, image_file_path
\ No newline at end of file
diff --git a/astrbot/core/platform/sources/vchat/vchat_platform_adapter.py b/astrbot/core/platform/sources/vchat/vchat_platform_adapter.py
index bfc03c013..f224ecf8f 100644
--- a/astrbot/core/platform/sources/vchat/vchat_platform_adapter.py
+++ b/astrbot/core/platform/sources/vchat/vchat_platform_adapter.py
@@ -2,6 +2,7 @@ import sys
 import time
 import uuid
 import asyncio
+import os
 
 from astrbot.api.platform import Platform, AstrBotMessage, MessageMember, MessageType, PlatformMetadata
 from astrbot.api.event import MessageChain
@@ -62,7 +63,7 @@ class VChatPlatformAdapter(Platform):
         self.start_time = int(time.time())
         return self._run()
     
-            
+
     async def _run(self):
         await self.client.init()
         await self.client.auto_login(hot_reload=True, enable_cmd_qr=True)
diff --git a/astrbot/core/provider/sources/dify_source.py b/astrbot/core/provider/sources/dify_source.py
index 4ee1897e6..fa797eee6 100644
--- a/astrbot/core/provider/sources/dify_source.py
+++ b/astrbot/core/provider/sources/dify_source.py
@@ -1,4 +1,3 @@
-import base64
 from typing import List
 from .. import Provider
 from ..entites import LLMResponse
diff --git a/astrbot/core/star/register/star_handler.py b/astrbot/core/star/register/star_handler.py
index a46c05ae3..f0a86b0c0 100644
--- a/astrbot/core/star/register/star_handler.py
+++ b/astrbot/core/star/register/star_handler.py
@@ -185,7 +185,7 @@ def register_llm_tool(name: str = None):
                 "description": arg.description
             })
         md = get_handler_or_create(awaitable, EventType.OnCallingFuncToolEvent)
-        llm_tools.add_func(llm_tool_name, args, docstring.short_description, md.handler)
+        llm_tools.add_func(llm_tool_name, args, docstring.description, md.handler)
         
         logger.debug(f"LLM 函数工具 {llm_tool_name} 已注册")
         return awaitable
diff --git a/astrbot/core/star/star_manager.py b/astrbot/core/star/star_manager.py
index 8d33eb3ab..b62854c7d 100644
--- a/astrbot/core/star/star_manager.py
+++ b/astrbot/core/star/star_manager.py
@@ -137,7 +137,7 @@ class PluginManager:
             
         return metadata
     
-    def reload(self):
+    async def reload(self):
         '''扫描并加载所有的 Star'''
         for smd in star_registry:
             logger.debug(f"尝试终止插件 {smd.name} ...")
@@ -231,6 +231,10 @@ class PluginManager:
                 if metadata.module_path in inactivated_plugins:
                     metadata.activated = False
                     
+                # 执行 initialize 函数
+                if hasattr(metadata.star_cls, "initialize"):
+                    await metadata.star_cls.initialize()
+                    
             except BaseException as e:
                 traceback.print_exc()
                 fail_rec += f"加载 {path} 插件时出现问题，原因 {str(e)}\n"
@@ -247,7 +251,7 @@ class PluginManager:
     async def install_plugin(self, repo_url: str):
         plugin_path = await self.updator.install(repo_url)
         # reload the plugin
-        self.reload()
+        await self.reload()
         return plugin_path
     
     async def uninstall_plugin(self, plugin_name: str):
@@ -288,7 +292,7 @@ class PluginManager:
             raise Exception("该插件是 AstrBot 保留插件，无法更新。")
         
         await self.updator.update(plugin)
-        self.reload()
+        await self.reload()
     
     async def turn_off_plugin(self, plugin_name: str):
         plugin = self.context.get_registered_star(plugin_name)
diff --git a/astrbot/core/utils/param_validation_mixin.py b/astrbot/core/utils/param_validation_mixin.py
index 5c72b8961..896d5bc56 100644
--- a/astrbot/core/utils/param_validation_mixin.py
+++ b/astrbot/core/utils/param_validation_mixin.py
@@ -22,6 +22,9 @@ class ParameterValidationMixin:
                             result[param_name] = int(params[i])
                         else:
                             result[param_name] = params[i]
+                    elif isinstance(param_type_or_default_val, str):
+                        # 如果 param_type_or_default_val 是字符串，直接赋值
+                        result[param_name] = params[i]
                     else:
                         result[param_name] = param_type_or_default_val(params[i])
                 except ValueError:
diff --git a/packages/python_interpreter/main.py b/packages/python_interpreter/main.py
new file mode 100644
index 000000000..9fca65fba
--- /dev/null
+++ b/packages/python_interpreter/main.py
@@ -0,0 +1,382 @@
+import os
+import json
+import shutil
+import aiohttp
+import uuid
+import asyncio
+import re
+import astrbot.api.star as star
+import aiodocker
+from collections import defaultdict
+from astrbot.api.event import AstrMessageEvent, MessageEventResult
+from astrbot.api import llm_tool, logger
+from astrbot.api.event import filter
+from astrbot.api.provider import ProviderRequest
+from astrbot.api.message_components import Image, File
+
+PROMPT = """
+## Task
+You need to generate python codes to solve user's problem: {prompt}
+
+{extra_input}
+
+## Limit
+1. Available libraries: 
+    - standard libs
+    - `Pillow`
+    - `requests`
+    - `numpy`
+    - `matplotlib`
+    - `scipy`
+    - `scikit-learn`
+    - `beautifulsoup4`
+    - `pandas`
+    - `opencv-python`
+    - `python-docx`
+    - `python-pptx`
+    - `pymupdf` (Do not use fpdf, reportlab, etc.)
+    - `mplfonts`
+    You can only use these libraries and the libraries that they depend on.
+2. Do not generate malicious code.
+3. Use given `shared.api` package to output the result. 
+   It has 3 functions: `send_text(text: str)`, `send_image(image_path: str)`, `send_file(file_path: str)`. 
+   For Image and file, you must save it to `output` folder.
+4. You must only output the code, do not output the result of the code and any other information.
+5. The output language is same as user's input language.
+6. Please first provide relevant knowledge about user's problem appropriately.
+
+## Example
+1. User's problem: `please solve the fabonacci sequence problem.`
+Output:
+```python
+from shared.api import send_text, send_image, send_file
+
+def fabonacci(n):
+    if n <= 1:
+        return n
+    else:
+        return fabonacci(n-1) + fabonacci(n-2)
+        
+result = fabonacci(10)
+send_text("The fabonacci sequence is a series of numbers in which each number is the sum of the two preceding ones, starting from 0 and 1.")
+send_text("Let's calculate the fabonacci sequence of 10: " + result) # send_text is a function to send pure text to user
+```
+
+2. User's problem: `please draw a sin(x) function.`
+Output:
+```python
+from shared.api import send_text, send_image, send_file
+import numpy as np
+import matplotlib.pyplot as plt
+
+x = np.linspace(0, 2*np.pi, 100)
+y = np.sin(x)
+plt.plot(x, y)
+plt.savefig("output/sin_x.png")
+send_text("The sin(x) is a periodic function with a period of 2π, and the value range is [-1, 1]. The following is the image of sin(x).")
+send_image("output/sin_x.png") # send_image is a function to send image to user
+send_text("If you need more information, please let me know :)")
+```
+
+{extra_prompt}
+"""
+
+DEFAULT_CONFIG = {
+    "sandbox": {
+        "image": "soulter/astrbot-code-interpreter-sandbox",
+        "docker_mirror": "", # cjie.eu.org
+    }
+}
+PATH = "data/config/python_interpreter.json"
+
+@star.register(name="astrbot-python-interpreter", desc="Python 代码执行器", author="Soulter", version="0.0.1")
+class Main(star.Star):
+    '''基于 Docker 沙箱的 Python 代码执行器'''
+    def __init__(self, context: star.Context) -> None:
+        self.context = context
+        self.curr_dir = os.path.dirname(os.path.abspath(__file__))
+        self.workplace_path = os.path.join(self.curr_dir, "workplace")
+        self.shared_path = os.path.join(self.curr_dir, "shared")
+        os.makedirs(self.workplace_path, exist_ok=True)
+        
+        self.user_file_msg_buffer = defaultdict(list)
+        '''存放用户上传的文件'''
+        
+        # 加载配置
+        if not os.path.exists(PATH):
+            self.config = DEFAULT_CONFIG
+            self._save_config()
+        else:
+            with open(PATH, "r") as f:
+                self.config = json.load(f)
+    
+    async def initialize(self):
+        ok = await self.is_docker_available()
+        if not ok:
+            logger.warning("Docker 不可用，代码解释器将无法使用，astrbot-python-interpreter 将自动禁用。")
+            await self.context._star_manager.turn_off_plugin("astrbot-python-interpreter")
+                
+    async def file_upload(self, file_path: str):
+        '''
+        上传图像文件到 S3
+        '''
+        ext = os.path.splitext(file_path)[1]
+        S3_URL = "https://s3.neko.soulter.top/astrbot-s3"
+        with open(file_path, "rb") as f:
+            file = f.read()
+        
+        s3_file_url = f"{S3_URL}/{uuid.uuid4().hex}{ext}"
+
+        async with aiohttp.ClientSession(headers = {"Accept": "application/json"}) as session:
+            async with session.put(s3_file_url, data=file) as resp:
+                if resp.status != 200:
+                    raise Exception(f"Failed to upload image: {resp.status}")
+                return s3_file_url
+                
+                
+    async def is_docker_available(self) -> bool:
+        '''Check if docker is available'''
+        try:
+            docker = aiodocker.Docker()
+            await docker.version()
+            return True
+        except aiodocker.exceptions.DockerError as e:
+            logger.error(f"检查 Docker 可用性时出现问题: {e}")
+            return False
+        
+    async def get_image_name(self) -> str:
+        '''Get the image name'''
+        if self.config["sandbox"]["docker_mirror"]:
+            return f"{self.config['sandbox']['docker_mirror']}/{self.config['sandbox']['image']}"
+        return self.config["sandbox"]["image"]
+    
+    async def _save_config(self):
+        with open(PATH, "w") as f:
+            json.dump(self.config, f)
+        
+    async def gen_magic_code(self) -> str:
+        return uuid.uuid4().hex[:8]
+    
+    async def download_image(self, image_url: str, workplace_path: str, filename: str) -> str:
+        '''Download image from url to workplace_path'''
+        async with aiohttp.ClientSession() as session:
+            async with session.get(image_url) as resp:
+                if resp.status != 200:
+                    return ""
+                image_path = os.path.join(workplace_path, f"{filename}.jpg")
+                with open(image_path, 'wb') as f:
+                    f.write(await resp.read())
+                return f"{filename}.jpg"
+    
+    async def tidy_code(self, code: str) -> str:
+        '''Tidy the code'''
+        pattern = r"```(?:py|python)?\n(.*?)\n```"
+        match = re.search(pattern, code, re.DOTALL)
+        if match is None:
+            raise ValueError("The code is not in the code block.")
+        return match.group(1)
+    
+    @filter.event_message_type(filter.EventMessageType.ALL)
+    async def on_message(self, event: AstrMessageEvent):
+        '''处理消息'''
+        for comp in event.message_obj.message:
+            if isinstance(comp, File):
+                self.user_file_msg_buffer[event.get_session_id()].append(comp.file)
+                logger.debug(f"User uploaded file: {comp.file}")
+                break # 一个消息中，文件只能有一个，这里直接 break 减少计算量。
+            
+    @filter.on_llm_request()
+    async def on_llm_req(self, event: AstrMessageEvent, request: ProviderRequest):
+        if event.get_session_id() in self.user_file_msg_buffer:
+            files = self.user_file_msg_buffer[event.get_session_id()]
+            request.prompt += f"\nUser provided files: {files}"
+    
+
+    @filter.command_group("pi")
+    def pi(self):
+        pass
+
+
+    @pi.command("mirror")
+    async def pi_mirror(self, event: AstrMessageEvent, url: str = ""):
+        '''Docker 镜像地址'''
+        if not url:
+            yield event.plain_result(f"""当前 Docker 镜像地址: {self.config['sandbox']['docker_mirror']}。
+使用 `pi mirror <url>` 来设置 Docker 镜像地址。
+您所设置的 Docker 镜像地址将会自动加在 Docker 镜像名前。如: `soulter/astrbot-code-interpreter-sandbox` -> `cjie.eu.org/soulter/astrbot-code-interpreter-sandbox`。
+""")
+        else:
+            self.config["sandbox"]["docker_mirror"] = url
+            await self._save_config()
+            yield event.plain_result("设置 Docker 镜像地址成功。")
+
+    @pi.command("repull")
+    async def pi_repull(self, event: AstrMessageEvent):
+        '''重新拉取沙箱镜像'''
+        docker = aiodocker.Docker()
+        image_name = await self.get_image_name()
+        try:
+            await docker.images.get(image_name)
+            await docker.images.delete(image_name, force=True)
+        except aiodocker.exceptions.DockerError:
+            pass
+        await docker.images.pull(image_name)
+        yield event.plain_result("重新拉取沙箱镜像成功。")
+        
+
+    @llm_tool("python_interpreter")
+    async def python_interpreter(self, event: AstrMessageEvent):
+        '''Use this tool only if user really want to solve a complex problem and the problem can be solved very well by Python code. 
+        For example, user can use this tool to solve math problems, edit image, docx, pptx, pdf, etc.
+        '''
+        if not await self.is_docker_available():
+            yield event.plain_result("Docker 在当前机器不可用，无法沙箱化执行代码。")
+        
+        plain_text = event.message_str
+
+        # 创建必要的工作目录和幻术码
+        magic_code = await self.gen_magic_code()
+        workplace_path = os.path.join(self.workplace_path, magic_code)
+        output_path = os.path.join(workplace_path, "output")
+        os.makedirs(workplace_path, exist_ok=True)
+        os.makedirs(output_path, exist_ok=True)
+        
+        # 图片
+        images = []
+        idx = 1
+        for comp in event.message_obj.message:
+            if isinstance(comp, Image):
+                image_url = comp.url if comp.url else comp.file
+                if image_url.startswith("http"):
+                    image_path = await self.download_image(image_url, workplace_path, f"img_{idx}")
+                    if image_path:
+                        images.append(image_path)
+                        idx += 1
+        # 文件
+        files = []
+        for file_path in self.user_file_msg_buffer[event.get_session_id()]:
+            # cp
+            file_name = os.path.basename(file_path)
+            shutil.copy(file_path, os.path.join(workplace_path, file_name))
+            files.append(file_name)
+        
+        logger.debug(f"user query: {plain_text}, images: {images}, files: {files}")
+        
+        # 整理额外输入
+        extra_inputs = ""
+        if images:
+            extra_inputs += f"User provided images: {images}\n"
+        if files:
+            extra_inputs += f"User provided files: {files}\n"
+
+        obs = ""
+        n = 5
+        
+        for i in range(n):
+            if i > 0:
+                logger.info(f"Try {i+1}/{n}")
+            
+            PROMPT_ = PROMPT.format(
+                prompt=plain_text, 
+                extra_input=extra_inputs,
+                extra_prompt=obs,
+            )
+            provider = self.context.get_using_provider()
+            llm_response = await provider.text_chat(prompt=PROMPT_, session_id=f"{event.session_id}_{magic_code}_{str(i)}")
+            
+            logger.debug("code interpreter llm gened code:" + llm_response.completion_text)
+            
+            # 整理代码并保存
+            code_clean = await self.tidy_code(llm_response.completion_text)
+            with open(os.path.join(workplace_path, "exec.py"), "w") as f:
+                f.write(code_clean)
+            
+            # 启动容器
+            docker = aiodocker.Docker()
+            
+            # 检查有没有image
+            image_name = await self.get_image_name()
+            try:
+                await docker.images.get(image_name)
+            except aiodocker.exceptions.DockerError:
+                # 拉取镜像
+                logger.info(f"未找到沙箱镜像，正在尝试拉取 {image_name}...")
+                await docker.images.pull(image_name)
+                
+            yield event.plain_result(f"使用沙箱执行代码中，请稍等...(尝试次数: {i+1}/{n})")
+            
+            container = await docker.containers.run({
+                "Image": image_name,
+                "Cmd": ["python", "exec.py"],
+                "Memory": 512 * 1024 * 1024,
+                "NanoCPUs": 1000000000,
+                "HostConfig": {
+                    "Binds": [
+                        f"{self.shared_path}:/astrbot_sandbox/shared:ro",
+                        f"{output_path}:/astrbot_sandbox/output:rw",
+                        f"{workplace_path}:/astrbot_sandbox:rw",
+                    ]
+                },
+                "Env": [
+                    f"MAGIC_CODE={magic_code}"
+                ],
+                "AutoRemove": True
+            })
+            
+            logger.debug(f"Container {container.id} created.")
+            logs = await self.run_container(container)
+            
+            logger.debug(f"Container {container.id} finished.")
+            logger.debug(f"Container {container.id} logs: {logs}")
+            
+            # 发送结果
+            pattern = r"\[ASTRBOT_(TEXT|IMAGE|FILE)_OUTPUT#\w+\]: (.*)"
+            ok = False
+            traceback = ""
+            for idx, log in enumerate(logs):
+                match = re.match(pattern, log)
+                if match:
+                    ok = True
+                    if match.group(1) == "TEXT":
+                        yield event.plain_result(match.group(2))
+                    elif match.group(1) == "IMAGE":
+                        image_path = os.path.join(workplace_path, match.group(2))
+                        logger.debug(f"Sending image: {image_path}")
+                        yield event.image_result(image_path)
+                    elif match.group(1) == "FILE":
+                        file_path = os.path.join(workplace_path, match.group(2))
+                        logger.debug(f"Sending file: {file_path}")
+                        file_s3_url = await self.file_upload(file_path)
+                        logger.info(f"文件上传到 AstrBot 云节点: {file_s3_url}")
+                        file_name = os.path.basename(file_path)
+                        chain = [File(name=file_name, file=file_s3_url)]
+                        yield event.set_result(MessageEventResult(chain=chain))
+                        
+                elif "Traceback (most recent call last)" in log \
+                    or "[Error]: " in log:
+                    traceback = "\n".join(logs[idx:])
+                    
+            if not ok:
+                if traceback:
+                    obs = f"## Observation \n When execute the code: ```python\n{code_clean}\n```\n\n Error occured:\n\n{traceback}\n Need to improve/fix the code."
+                else:
+                    logger.warning(f"未从沙箱输出中捕获到合法的输出。沙箱输出日志: {logs}")
+                    break
+            else:
+                return
+        
+        yield event.plain_result("经过多次尝试后，未从沙箱输出中捕获到合法的输出，请更换问法或者查看日志。")
+            
+    
+    async def run_container(self, container: aiodocker.docker.DockerContainer, timeout: int = 20) -> list[str]:
+        '''Run the container and get the output'''
+        try:
+            await container.wait(timeout=timeout)
+            logs = await container.log(stdout=True, stderr=True)
+            return logs
+        except asyncio.TimeoutError:
+            logger.warning(f"Container {container.id} timeout.")
+            await container.kill()
+            return [f"[Error]: Container has been killed due to timeout ({timeout}s)."]
+        finally:
+            await container.delete()
\ No newline at end of file
diff --git a/packages/python_interpreter/requirements.txt b/packages/python_interpreter/requirements.txt
new file mode 100644
index 000000000..e69de29bb
diff --git a/packages/python_interpreter/shared/api.py b/packages/python_interpreter/shared/api.py
new file mode 100644
index 000000000..9fe27ce67
--- /dev/null
+++ b/packages/python_interpreter/shared/api.py
@@ -0,0 +1,18 @@
+import os
+
+def _get_magic_code():
+    '''防止注入攻击'''
+    return os.getenv("MAGIC_CODE")
+
+def send_text(text: str):
+    print(f"[ASTRBOT_TEXT_OUTPUT#{_get_magic_code()}]: {text}")
+    
+def send_image(image_path: str):
+    if not os.path.exists(image_path):
+        raise Exception(f"Image file not found: {image_path}")
+    print(f"[ASTRBOT_IMAGE_OUTPUT#{_get_magic_code()}]: {image_path}")
+    
+def send_file(file_path: str):
+    if not os.path.exists(file_path):
+        raise Exception(f"File not found: {file_path}")
+    print(f"[ASTRBOT_FILE_OUTPUT#{_get_magic_code()}]: {file_path}")
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index c02fc9b0d..965651870 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -15,4 +15,5 @@ colorlog
 aiocqhttp
 pyjwt
 apscheduler
-docstring_parser
\ No newline at end of file
+docstring_parser
+aiodocker
\ No newline at end of file
diff --git a/tests/test_pipeline.py b/tests/test_pipeline.py
index 4d90fae88..b75c314ee 100644
--- a/tests/test_pipeline.py
+++ b/tests/test_pipeline.py
@@ -117,9 +117,10 @@ def star_context(event_queue, config, db, platform_manager, provider_manager):
     return star_context
 
 @pytest.fixture(scope="module")
-def plugin_manager(star_context, config):
+@pytest.mark.asyncio
+async def plugin_manager(star_context, config):
     plugin_manager = PluginManager(star_context, config)
-    plugin_manager.reload()
+    await plugin_manager.reload()
     return plugin_manager
 
 @pytest.fixture(scope="module")
diff --git a/tests/test_plugin_manager.py b/tests/test_plugin_manager.py
index 8d7b35568..1d336a57a 100644
--- a/tests/test_plugin_manager.py
+++ b/tests/test_plugin_manager.py
@@ -27,7 +27,7 @@ def test_plugin_manager_initialization(plugin_manager_pm: PluginManager):
 
 @pytest.mark.asyncio
 async def test_plugin_manager_reload(plugin_manager_pm: PluginManager):
-    success, err_message = plugin_manager_pm.reload()
+    success, err_message = await plugin_manager_pm.reload()
     assert success is True
     assert err_message is None
     assert len(star_handlers_registry) > 0 # package