my_modelscope_agent/tools/text_address_tool.py

from modelscope.utils.constant import Tasks
from .pipeline_tool import ModelscopePipelineTool


class TextAddressTool(ModelscopePipelineTool):
    default_model = 'damo/mgeo_geographic_elements_tagging_chinese_base'
    description = '地址解析服务，针对中文地址信息，识别出里面的元素，包括省、市、区、镇、社区、道路、路号、POI、楼栋号、户室号等'
    name = 'modelscope_text-address'
    parameters: list = [{
        'name': 'input',
        'description': '用户输入的地址信息',
        'required': True
    }]
    task = Tasks.token_classification

    def _parse_output(self, origin_result, *args, **kwargs):
        final_result = {}
        for e in origin_result['output']:
            final_result[e['type']] = e['span']
        return {'result': final_result}