加上tools的enum属性
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@@ -192,17 +192,6 @@ def _build_stream_api_resp(
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return resp
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async def _to_async_iterable(iterable: Iterable[T]) -> AsyncIterator[T]:
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"""
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将迭代器转换为异步迭代器
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:param iterable: 迭代器对象
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:return: 异步迭代器对象
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"""
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for item in iterable:
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await asyncio.sleep(0)
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yield item
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async def _default_stream_response_handler(
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resp_stream: AsyncIterator[GenerateContentResponse],
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interrupt_flag: asyncio.Event | None,
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@@ -94,16 +94,19 @@ def _convert_tool_options(tool_options: list[ToolOption]) -> list[dict[str, Any]
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:return: 转换后的工具选项列表
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"""
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def _convert_tool_param(tool_option_param: ToolParam) -> dict[str, str]:
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def _convert_tool_param(tool_option_param: ToolParam) -> dict[str, Any]:
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"""
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转换单个工具参数格式
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:param tool_option_param: 工具参数对象
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:return: 转换后的工具参数字典
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"""
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return {
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return_dict: dict[str, Any] = {
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"type": tool_option_param.param_type.value,
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"description": tool_option_param.description,
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}
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if tool_option_param.enum_values:
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return_dict["enum"] = tool_option_param.enum_values
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return return_dict
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def _convert_tool_option_item(tool_option: ToolOption) -> dict[str, Any]:
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"""
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@@ -6,10 +6,10 @@ class ToolParamType(Enum):
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工具调用参数类型
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"""
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String = "string" # 字符串
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Int = "integer" # 整型
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Float = "float" # 浮点型
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Boolean = "bool" # 布尔型
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STRING = "string" # 字符串
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INTEGER = "integer" # 整型
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FLOAT = "float" # 浮点型
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BOOLEAN = "bool" # 布尔型
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class ToolParam:
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@@ -18,7 +18,12 @@ class ToolParam:
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"""
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def __init__(
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self, name: str, param_type: ToolParamType, description: str, required: bool
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self,
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name: str,
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param_type: ToolParamType,
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description: str,
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required: bool,
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enum_values: list[str] | None = None,
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):
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"""
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初始化工具调用参数
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@@ -32,6 +37,7 @@ class ToolParam:
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self.param_type: ToolParamType = param_type
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self.description: str = description
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self.required: bool = required
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self.enum_values: list[str] | None = enum_values
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class ToolOption:
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@@ -95,6 +101,7 @@ class ToolOptionBuilder:
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param_type: ToolParamType,
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description: str,
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required: bool = False,
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enum_values: list[str] | None = None,
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) -> "ToolOptionBuilder":
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"""
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添加工具参数
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@@ -113,6 +120,7 @@ class ToolOptionBuilder:
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param_type=param_type,
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description=description,
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required=required,
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enum_values=enum_values,
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)
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)
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@@ -77,7 +77,9 @@ class LLMRequest:
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# 请求体构建
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message_builder = MessageBuilder()
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message_builder.add_text_content(prompt)
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message_builder.add_image_content(image_base64=image_base64, image_format=image_format, support_formats=client.get_support_image_formats())
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message_builder.add_image_content(
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image_base64=image_base64, image_format=image_format, support_formats=client.get_support_image_formats()
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)
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messages = [message_builder.build()]
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# 请求并处理返回值
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@@ -458,6 +460,7 @@ class LLMRequest:
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return -1, None
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def _build_tool_options(self, tools: Optional[List[Dict[str, Any]]]) -> Optional[List[ToolOption]]:
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# sourcery skip: extract-method
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"""构建工具选项列表"""
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if not tools:
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return None
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@@ -467,18 +470,25 @@ class LLMRequest:
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tool_options_builder = ToolOptionBuilder()
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tool_options_builder.set_name(tool.get("name", ""))
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tool_options_builder.set_description(tool.get("description", ""))
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parameters: List[Tuple[str, str, str, bool]] = tool.get("parameters", [])
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parameters: List[Tuple[str, str, str, bool, List[str] | None]] = tool.get("parameters", [])
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for param in parameters:
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try:
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assert isinstance(param, tuple) and len(param) == 5, "参数必须是包含5个元素的元组"
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assert isinstance(param[0], str), "参数名称必须是字符串"
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assert isinstance(param[1], ToolParamType), "参数类型必须是ToolParamType枚举"
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assert isinstance(param[2], str), "参数描述必须是字符串"
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assert isinstance(param[3], bool), "参数是否必填必须是布尔值"
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assert isinstance(param[4], list) or param[4] is None, "参数枚举值必须是列表或None"
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tool_options_builder.add_param(
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name=param[0],
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param_type=ToolParamType(param[1]),
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param_type=param[1],
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description=param[2],
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required=param[3],
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enum_values=param[4],
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)
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except ValueError as ve:
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except AssertionError as ae:
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tool_legal = False
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logger.error(f"{param[1]} 参数类型错误: {str(ve)}")
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logger.error(f"{param[0]} 参数定义错误: {str(ae)}")
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except Exception as e:
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tool_legal = False
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logger.error(f"构建工具参数失败: {str(e)}")
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@@ -18,11 +18,13 @@ from .base import (
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ActionInfo,
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CommandInfo,
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PluginInfo,
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ToolInfo,
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PythonDependency,
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BaseEventHandler,
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EventHandlerInfo,
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EventType,
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MaiMessages,
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ToolParamType,
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)
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# 导入工具模块
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@@ -83,9 +85,11 @@ __all__ = [
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"ActionInfo",
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"CommandInfo",
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"PluginInfo",
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"ToolInfo",
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"PythonDependency",
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"EventHandlerInfo",
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"EventType",
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"ToolParamType",
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# 消息
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"MaiMessages",
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# 装饰器
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@@ -22,6 +22,7 @@ from .component_types import (
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EventHandlerInfo,
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EventType,
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MaiMessages,
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ToolParamType,
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)
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from .config_types import ConfigField
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@@ -44,4 +45,5 @@ __all__ = [
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"EventType",
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"BaseEventHandler",
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"MaiMessages",
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"ToolParamType",
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]
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@@ -3,7 +3,7 @@ from typing import Any, List, Tuple
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from rich.traceback import install
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from src.common.logger import get_logger
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from src.plugin_system.base.component_types import ComponentType, ToolInfo
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from src.plugin_system.base.component_types import ComponentType, ToolInfo, ToolParamType
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install(extra_lines=3)
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@@ -17,8 +17,15 @@ class BaseTool(ABC):
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"""工具的名称"""
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description: str = ""
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"""工具的描述"""
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parameters: List[Tuple[str, str, str, bool]] = []
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"""工具的参数定义,为[("param_name", "param_type", "description", required)]"""
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parameters: List[Tuple[str, ToolParamType, str, bool, List[str] | None]] = []
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"""工具的参数定义,为[("param_name", param_type, "description", required, enum_values)]格式
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param_name: 参数名称
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param_type: 参数类型
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description: 参数描述
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required: 是否必填
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enum_values: 枚举值列表
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例如: [("arg1", ToolParamType.STRING, "参数1描述", True, None), ("arg2", ToolParamType.INTEGER, "参数2描述", False, ["1", "2", "3"])]
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"""
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available_for_llm: bool = False
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"""是否可供LLM使用"""
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@@ -3,6 +3,7 @@ from typing import Dict, Any, List, Optional, Tuple
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from dataclasses import dataclass, field
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from maim_message import Seg
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from src.llm_models.payload_content.tool_option import ToolParamType as ToolParamType
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# 组件类型枚举
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class ComponentType(Enum):
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@@ -146,17 +147,19 @@ class CommandInfo(ComponentInfo):
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super().__post_init__()
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self.component_type = ComponentType.COMMAND
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@dataclass
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class ToolInfo(ComponentInfo):
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"""工具组件信息"""
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tool_parameters: List[Tuple[str, str, str, bool]] = field(default_factory=list) # 工具参数定义
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tool_parameters: List[Tuple[str, ToolParamType, str, bool, List[str] | None]] = field(default_factory=list) # 工具参数定义
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tool_description: str = "" # 工具描述
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def __post_init__(self):
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super().__post_init__()
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self.component_type = ComponentType.TOOL
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@dataclass
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class EventHandlerInfo(ComponentInfo):
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"""事件处理器组件信息"""
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