|  | 
| 4 | 4 | Python module-based tools, as well as utilities for validating tool uses and normalizing tool schemas. | 
| 5 | 5 | """ | 
| 6 | 6 | 
 | 
| 7 |  | -import inspect | 
| 8 | 7 | import logging | 
| 9 | 8 | import re | 
| 10 |  | -from typing import Any, Callable, Dict, Optional, cast | 
| 11 |  | - | 
| 12 |  | -from typing_extensions import Unpack | 
|  | 9 | +from typing import Any, Callable, Dict | 
| 13 | 10 | 
 | 
| 14 | 11 | from ..types.tools import AgentTool, ToolResult, ToolSpec, ToolUse | 
| 15 | 12 | 
 | 
| @@ -144,132 +141,6 @@ def normalize_tool_spec(tool_spec: ToolSpec) -> ToolSpec: | 
| 144 | 141 |     return normalized | 
| 145 | 142 | 
 | 
| 146 | 143 | 
 | 
| 147 |  | -class FunctionTool(AgentTool): | 
| 148 |  | -    """Tool implementation for function-based tools created with @tool. | 
| 149 |  | -
 | 
| 150 |  | -    This class adapts Python functions decorated with @tool to the AgentTool interface. | 
| 151 |  | -    """ | 
| 152 |  | - | 
| 153 |  | -    def __new__(cls, *args: Any, **kwargs: Any) -> Any: | 
| 154 |  | -        """Compatability shim to allow callers to continue working after the introduction of DecoratedFunctionTool.""" | 
| 155 |  | -        if isinstance(args[0], AgentTool): | 
| 156 |  | -            return args[0] | 
| 157 |  | - | 
| 158 |  | -        return super().__new__(cls) | 
| 159 |  | - | 
| 160 |  | -    def __init__(self, func: Callable[[ToolUse, Unpack[Any]], ToolResult], tool_name: Optional[str] = None) -> None: | 
| 161 |  | -        """Initialize a function-based tool. | 
| 162 |  | -
 | 
| 163 |  | -        Args: | 
| 164 |  | -            func: The decorated function. | 
| 165 |  | -            tool_name: Optional tool name (defaults to function name). | 
| 166 |  | -
 | 
| 167 |  | -        Raises: | 
| 168 |  | -            ValueError: If func is not decorated with @tool. | 
| 169 |  | -        """ | 
| 170 |  | -        super().__init__() | 
| 171 |  | - | 
| 172 |  | -        self._func = func | 
| 173 |  | - | 
| 174 |  | -        # Get TOOL_SPEC from the decorated function | 
| 175 |  | -        if hasattr(func, "TOOL_SPEC") and isinstance(func.TOOL_SPEC, dict): | 
| 176 |  | -            self._tool_spec = cast(ToolSpec, func.TOOL_SPEC) | 
| 177 |  | -            # Use name from tool spec if available, otherwise use function name or passed tool_name | 
| 178 |  | -            name = self._tool_spec.get("name", tool_name or func.__name__) | 
| 179 |  | -            if isinstance(name, str): | 
| 180 |  | -                self._name = name | 
| 181 |  | -            else: | 
| 182 |  | -                raise ValueError(f"Tool name must be a string, got {type(name)}") | 
| 183 |  | -        else: | 
| 184 |  | -            raise ValueError(f"Function {func.__name__} is not decorated with @tool") | 
| 185 |  | - | 
| 186 |  | -    @property | 
| 187 |  | -    def tool_name(self) -> str: | 
| 188 |  | -        """Get the name of the tool. | 
| 189 |  | -
 | 
| 190 |  | -        Returns: | 
| 191 |  | -            The name of the tool. | 
| 192 |  | -        """ | 
| 193 |  | -        return self._name | 
| 194 |  | - | 
| 195 |  | -    @property | 
| 196 |  | -    def tool_spec(self) -> ToolSpec: | 
| 197 |  | -        """Get the tool specification for this function-based tool. | 
| 198 |  | -
 | 
| 199 |  | -        Returns: | 
| 200 |  | -            The tool specification. | 
| 201 |  | -        """ | 
| 202 |  | -        return self._tool_spec | 
| 203 |  | - | 
| 204 |  | -    @property | 
| 205 |  | -    def tool_type(self) -> str: | 
| 206 |  | -        """Get the type of the tool. | 
| 207 |  | -
 | 
| 208 |  | -        Returns: | 
| 209 |  | -            The string "function" indicating this is a function-based tool. | 
| 210 |  | -        """ | 
| 211 |  | -        return "function" | 
| 212 |  | - | 
| 213 |  | -    @property | 
| 214 |  | -    def supports_hot_reload(self) -> bool: | 
| 215 |  | -        """Check if this tool supports automatic reloading when modified. | 
| 216 |  | -
 | 
| 217 |  | -        Returns: | 
| 218 |  | -            Always true for function-based tools. | 
| 219 |  | -        """ | 
| 220 |  | -        return True | 
| 221 |  | - | 
| 222 |  | -    def invoke(self, tool: ToolUse, *args: Any, **kwargs: Any) -> ToolResult: | 
| 223 |  | -        """Execute the function with the given tool use request. | 
| 224 |  | -
 | 
| 225 |  | -        Args: | 
| 226 |  | -            tool: The tool use request containing the tool name, ID, and input parameters. | 
| 227 |  | -            *args: Additional positional arguments to pass to the function. | 
| 228 |  | -            **kwargs: Additional keyword arguments to pass to the function. | 
| 229 |  | -
 | 
| 230 |  | -        Returns: | 
| 231 |  | -            A ToolResult containing the status and content from the function execution. | 
| 232 |  | -        """ | 
| 233 |  | -        # Make sure to pass through all kwargs, including 'agent' if provided | 
| 234 |  | -        try: | 
| 235 |  | -            # Check if the function accepts agent as a keyword argument | 
| 236 |  | -            sig = inspect.signature(self._func) | 
| 237 |  | -            if "agent" in sig.parameters: | 
| 238 |  | -                # Pass agent if function accepts it | 
| 239 |  | -                return self._func(tool, **kwargs) | 
| 240 |  | -            else: | 
| 241 |  | -                # Skip passing agent if function doesn't accept it | 
| 242 |  | -                filtered_kwargs = {k: v for k, v in kwargs.items() if k != "agent"} | 
| 243 |  | -                return self._func(tool, **filtered_kwargs) | 
| 244 |  | -        except Exception as e: | 
| 245 |  | -            return { | 
| 246 |  | -                "toolUseId": tool.get("toolUseId", "unknown"), | 
| 247 |  | -                "status": "error", | 
| 248 |  | -                "content": [{"text": f"Error executing function: {str(e)}"}], | 
| 249 |  | -            } | 
| 250 |  | - | 
| 251 |  | -    @property | 
| 252 |  | -    def original_function(self) -> Callable: | 
| 253 |  | -        """Get the original function (without wrapper). | 
| 254 |  | -
 | 
| 255 |  | -        Returns: | 
| 256 |  | -            Undecorated function. | 
| 257 |  | -        """ | 
| 258 |  | -        if hasattr(self._func, "original_function"): | 
| 259 |  | -            return cast(Callable, self._func.original_function) | 
| 260 |  | -        return self._func | 
| 261 |  | - | 
| 262 |  | -    def get_display_properties(self) -> dict[str, str]: | 
| 263 |  | -        """Get properties to display in UI representations. | 
| 264 |  | -
 | 
| 265 |  | -        Returns: | 
| 266 |  | -            Function properties (e.g., function name). | 
| 267 |  | -        """ | 
| 268 |  | -        properties = super().get_display_properties() | 
| 269 |  | -        properties["Function"] = self.original_function.__name__ | 
| 270 |  | -        return properties | 
| 271 |  | - | 
| 272 |  | - | 
| 273 | 144 | class PythonAgentTool(AgentTool): | 
| 274 | 145 |     """Tool implementation for Python-based tools. | 
| 275 | 146 | 
 | 
|  | 
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