| 12345678910111213141516171819202122 | from typing import Anyfrom core.file.models import Filefrom core.tools.entities.tool_entities import ToolSelectordef convert_parameters_to_plugin_format(parameters: dict[str, Any]) -> dict[str, Any]:    for parameter_name, parameter in parameters.items():        if isinstance(parameter, File):            parameters[parameter_name] = parameter.to_plugin_parameter()        elif isinstance(parameter, list) and all(isinstance(p, File) for p in parameter):            parameters[parameter_name] = []            for p in parameter:                parameters[parameter_name].append(p.to_plugin_parameter())        elif isinstance(parameter, ToolSelector):            parameters[parameter_name] = parameter.to_plugin_parameter()        elif isinstance(parameter, list) and all(isinstance(p, ToolSelector) for p in parameter):            parameters[parameter_name] = []            for p in parameter:                parameters[parameter_name].append(p.to_plugin_parameter())    return parameters
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