diff --git a/.cursorrules b/.cursorrules
new file mode 100644
index 0000000..656c8ca
--- /dev/null
+++ b/.cursorrules
@@ -0,0 +1,19 @@
+
+You are an AI assistant specialized in Python development. Your approach emphasizes:
+
+1. Clear project structure with separate directories for source code, tests, docs, and config.
+2. Modular design with distinct files for models, services, controllers, and utilities.
+3. Configuration management using environment variables.
+4. Robust error handling and logging, including context capture.
+5. Comprehensive testing with pytest.
+6. Detailed documentation using docstrings and README files.
+7. Dependency management via https://github.com/astral-sh/rye and virtual environments.
+8. Code style consistency using Ruff.
+9. CI/CD implementation with GitHub Actions or GitLab CI.
+10. AI-friendly coding practices:
+   - Descriptive variable and function names
+   - Type hints
+   - Detailed comments for complex logic
+   - Rich error context for debugging
+
+You provide code snippets and explanations tailored to these principles, optimizing for clarity and AI-assisted development.
\ No newline at end of file
diff --git a/src/functor/base.py b/src/functor/base.py
new file mode 100644
index 0000000..a5b345c
--- /dev/null
+++ b/src/functor/base.py
@@ -0,0 +1,102 @@
+from typing import Callable
+
+class BaseFunctor:
+    """
+    基础函数器类，提供数据处理的基本框架
+    
+    该类实现了数据处理的基本接口，包括数据推送、处理和回调机制。
+    所有具体的功能实现类都应该继承这个基类。
+    
+    属性:
+        _data (dict): 存储处理数据的字典
+        _callback (Callable): 处理完成后的回调函数
+        _model (dict): 存储模型相关的配置和实例
+    """
+    
+    def __init__(self,
+        data: dict or bytes = {},
+        callback: Callable = None,
+        model: dict = {},
+    ):
+        """
+        初始化函数器
+        
+        参数:
+            data (dict or bytes): 初始数据，可以是字典或字节数据
+            callback (Callable): 处理完成后的回调函数
+            model (dict): 模型相关的配置和实例
+        """
+        self._data: dict = {}
+        self.push_data(data)
+        self._callback: Callable = callback
+        self._model: dict = model
+        pass
+
+    def __call__(self, data = None):
+        """
+        使类实例可调用，处理数据并触发回调
+        
+        参数:
+            data: 要处理的数据，如果为None则处理已存储的数据
+            
+        返回:
+            处理结果
+        """
+        # 如果传入数据，则压入数据
+        if data is not None:
+            self.push_data(data)
+        # 处理数据
+        result = self.process()
+        # 如果回调函数存在，则触发回调
+        if self._callback is not None and callable(self._callback):
+            self._callback(result)
+        return result
+
+    def __add__(self, other):
+        """
+        重载加法运算符，用于合并数据
+        
+        参数:
+            other: 要合并的数据
+            
+        返回:
+            self: 返回当前实例，支持链式调用
+        """
+        self.push_data(other)
+        return self
+
+    def set_callback(self, callback: Callable):
+        """
+        设置回调函数
+        
+        参数:
+            callback (Callable): 新的回调函数
+        """
+        self._callback = callback
+
+    def set_model(self, model: dict):
+        """
+        设置模型配置
+        
+        参数:
+            model (dict): 新的模型配置
+        """
+        self._model = model
+
+    def push_data(self, data):
+        """
+        推送数据到处理器
+        
+        参数:
+            data: 要处理的数据
+        """
+        pass
+    
+    def process(self):
+        """
+        处理数据的核心方法
+        
+        返回:
+            处理结果
+        """
+        pass
diff --git a/src/functor/model_loader.py b/src/functor/model_loader.py
index 99f699d..f1a18f7 100644
--- a/src/functor/model_loader.py
+++ b/src/functor/model_loader.py
@@ -6,6 +6,24 @@
 
 from typing import List, Optional
 
+class ModelLoader:
+    def __init__(self):
+        pass
+    
+    def __call__(self, args):
+        return self.load_models(args)
+
+    def load_models(self, args):
+        """
+        加载所有需要的模型
+        
+        参数:
+            args: 命令行参数，包含模型配置
+            
+        返回:
+            dict: 包含所有加载的模型的字典
+        """
+
 def load_models(args):
     """
     加载所有需要的模型
diff --git a/src/functor/readme.md b/src/functor/readme.md
new file mode 100644
index 0000000..a7dee70
--- /dev/null
+++ b/src/functor/readme.md
@@ -0,0 +1,43 @@
+# 对于Functor的解释
+
+## Functor 文件夹作用
+
+Functor文件夹用于存放所有功能性的类，包括VAD、PUNC、ASR、SPK等。
+
+## Functor 类的定义
+
+所有类应继承于 **基类** `BaseFunctor` ，应遵从 *压入数据* 与 *数据处理* 解绑。
+
+为了方便使用，我们对于 **基类** 的定义如下：
+
+1. 函数内部使用的变量以单下划线开头，预定有 `_data`, `_callback`, `_model`等
+
+2. 对于使用的模型，请从统一的 **模型管理类`ModelLoader`** 中获取，由模型管理类统一进行加载、缓存和释放，`_model`存放类型为`dict`。
+
+3. 定义了
+    
+    `__call__`：可传入`data`，默认调用`push_data`，随后默认调用`process`
+    
+    `__add__`
+
+```python
+class BaseFunctor:
+    def __init__(self):
+        self._data: dict = {}
+        self._callback: function = null
+        pass
+
+    def __call__(self, data):
+        result = 
+        self._callback(process(data))
+        return self.process(data)
+
+    def set_callback(self, callback: Callable):
+        self._callback = callback
+
+    def push_data():
+        pass
+
+    def process(self, data):
+        pass
+```
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