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@ -40,8 +40,9 @@ class Tool(BaseModel, ABC):
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class Runtime(BaseModel):
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"""
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Meta data of a tool call processing
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Meta data of a tool call processing
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"""
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def __init__(self, **data: Any):
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super().__init__(**data)
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if not self.runtime_parameters:
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@ -65,10 +66,10 @@ class Tool(BaseModel, ABC):
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def fork_tool_runtime(self, runtime: dict[str, Any]) -> 'Tool':
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"""
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fork a new tool with meta data
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fork a new tool with meta data
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:param meta: the meta data of a tool call processing, tenant_id is required
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:return: the new tool
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:param meta: the meta data of a tool call processing, tenant_id is required
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:return: the new tool
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"""
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return self.__class__(
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identity=self.identity.model_copy() if self.identity else None,
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@ -76,82 +77,82 @@ class Tool(BaseModel, ABC):
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description=self.description.model_copy() if self.description else None,
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runtime=Tool.Runtime(**runtime),
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)
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@abstractmethod
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def tool_provider_type(self) -> ToolProviderType:
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"""
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get the tool provider type
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get the tool provider type
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:return: the tool provider type
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:return: the tool provider type
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"""
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def load_variables(self, variables: ToolRuntimeVariablePool):
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"""
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load variables from database
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load variables from database
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:param conversation_id: the conversation id
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:param conversation_id: the conversation id
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"""
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self.variables = variables
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def set_image_variable(self, variable_name: str, image_key: str) -> None:
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"""
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set an image variable
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set an image variable
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"""
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if not self.variables:
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return
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self.variables.set_file(self.identity.name, variable_name, image_key)
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def set_text_variable(self, variable_name: str, text: str) -> None:
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"""
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set a text variable
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set a text variable
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"""
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if not self.variables:
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return
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self.variables.set_text(self.identity.name, variable_name, text)
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def get_variable(self, name: Union[str, Enum]) -> Optional[ToolRuntimeVariable]:
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"""
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get a variable
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get a variable
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:param name: the name of the variable
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:return: the variable
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:param name: the name of the variable
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:return: the variable
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"""
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if not self.variables:
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return None
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if isinstance(name, Enum):
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name = name.value
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for variable in self.variables.pool:
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if variable.name == name:
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return variable
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return None
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def get_default_image_variable(self) -> Optional[ToolRuntimeVariable]:
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"""
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get the default image variable
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get the default image variable
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:return: the image variable
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:return: the image variable
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"""
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if not self.variables:
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return None
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return self.get_variable(self.VARIABLE_KEY.IMAGE)
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def get_variable_file(self, name: Union[str, Enum]) -> Optional[bytes]:
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"""
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get a variable file
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get a variable file
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:param name: the name of the variable
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:return: the variable file
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:param name: the name of the variable
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:return: the variable file
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"""
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variable = self.get_variable(name)
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if not variable:
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return None
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if not isinstance(variable, ToolRuntimeImageVariable):
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return None
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@ -160,31 +161,31 @@ class Tool(BaseModel, ABC):
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file_binary = ToolFileManager.get_file_binary_by_message_file_id(message_file_id)
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if not file_binary:
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return None
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return file_binary[0]
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def list_variables(self) -> list[ToolRuntimeVariable]:
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"""
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list all variables
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list all variables
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:return: the variables
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:return: the variables
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"""
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if not self.variables:
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return []
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return self.variables.pool
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def list_default_image_variables(self) -> list[ToolRuntimeVariable]:
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"""
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list all image variables
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list all image variables
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:return: the image variables
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:return: the image variables
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"""
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if not self.variables:
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return []
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result = []
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for variable in self.variables.pool:
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if variable.name.startswith(self.VARIABLE_KEY.IMAGE.value):
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result.append(variable)
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@ -215,38 +216,40 @@ class Tool(BaseModel, ABC):
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result = deepcopy(tool_parameters)
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for parameter in self.parameters or []:
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if parameter.name in tool_parameters:
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result[parameter.name] = ToolParameterConverter.cast_parameter_by_type(tool_parameters[parameter.name], parameter.type)
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result[parameter.name] = ToolParameterConverter.cast_parameter_by_type(
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tool_parameters[parameter.name], parameter.type
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)
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return result
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@abstractmethod
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def _invoke(self, user_id: str, tool_parameters: dict[str, Any]) -> Generator[ToolInvokeMessage, None, None]:
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pass
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def validate_credentials(self, credentials: dict[str, Any], parameters: dict[str, Any]) -> None:
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"""
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validate the credentials
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validate the credentials
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:param credentials: the credentials
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:param parameters: the parameters
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:param credentials: the credentials
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:param parameters: the parameters
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"""
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pass
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def get_runtime_parameters(self) -> list[ToolParameter]:
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"""
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get the runtime parameters
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get the runtime parameters
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interface for developer to dynamic change the parameters of a tool depends on the variables pool
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interface for developer to dynamic change the parameters of a tool depends on the variables pool
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:return: the runtime parameters
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:return: the runtime parameters
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"""
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return self.parameters or []
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def get_all_runtime_parameters(self) -> list[ToolParameter]:
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"""
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get all runtime parameters
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get all runtime parameters
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:return: all runtime parameters
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:return: all runtime parameters
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"""
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parameters = self.parameters or []
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parameters = parameters.copy()
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@ -275,68 +278,50 @@ class Tool(BaseModel, ABC):
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parameters.append(parameter)
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return parameters
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def create_image_message(self, image: str, save_as: str = '') -> ToolInvokeMessage:
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"""
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create an image message
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create an image message
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:param image: the url of the image
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:return: the image message
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:param image: the url of the image
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:return: the image message
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"""
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return ToolInvokeMessage(type=ToolInvokeMessage.MessageType.IMAGE,
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message=image,
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save_as=save_as)
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return ToolInvokeMessage(type=ToolInvokeMessage.MessageType.IMAGE, message=image, save_as=save_as)
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def create_file_var_message(self, file_var: FileVar) -> ToolInvokeMessage:
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return ToolInvokeMessage(type=ToolInvokeMessage.MessageType.FILE_VAR,
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message='',
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meta={
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'file_var': file_var
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},
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save_as='')
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return ToolInvokeMessage(
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type=ToolInvokeMessage.MessageType.FILE_VAR, message='', meta={'file_var': file_var}, save_as=''
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)
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def create_link_message(self, link: str, save_as: str = '') -> ToolInvokeMessage:
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"""
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create a link message
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create a link message
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:param link: the url of the link
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:return: the link message
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:param link: the url of the link
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:return: the link message
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"""
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return ToolInvokeMessage(type=ToolInvokeMessage.MessageType.LINK,
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message=link,
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save_as=save_as)
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return ToolInvokeMessage(type=ToolInvokeMessage.MessageType.LINK, message=link, save_as=save_as)
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def create_text_message(self, text: str, save_as: str = '') -> ToolInvokeMessage:
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"""
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create a text message
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create a text message
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:param text: the text
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:return: the text message
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:param text: the text
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:return: the text message
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"""
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return ToolInvokeMessage(
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type=ToolInvokeMessage.MessageType.TEXT,
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message=text,
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save_as=save_as
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)
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def create_blob_message(self, blob: bytes, meta: dict = None, save_as: str = '') -> ToolInvokeMessage:
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return ToolInvokeMessage(type=ToolInvokeMessage.MessageType.TEXT, message=text, save_as=save_as)
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def create_blob_message(self, blob: bytes, meta: Optional[dict] = None, save_as: str = '') -> ToolInvokeMessage:
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"""
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create a blob message
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create a blob message
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:param blob: the blob
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:return: the blob message
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:param blob: the blob
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:return: the blob message
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"""
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return ToolInvokeMessage(
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type=ToolInvokeMessage.MessageType.BLOB,
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message=blob, meta=meta,
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save_as=save_as
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)
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return ToolInvokeMessage(type=ToolInvokeMessage.MessageType.BLOB, message=blob, meta=meta, save_as=save_as)
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def create_json_message(self, object: dict) -> ToolInvokeMessage:
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"""
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create a json message
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create a json message
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"""
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return ToolInvokeMessage(
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type=ToolInvokeMessage.MessageType.JSON,
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message=object
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)
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return ToolInvokeMessage(type=ToolInvokeMessage.MessageType.JSON, message=object)
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