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8174c4cfe5
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682b878acb
| Author | SHA1 | Date | |
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| 682b878acb | |||
| 3dea2b10f2 |
@@ -1,4 +1,5 @@
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import datetime
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import json
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import logging
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from langchain.prompts import ChatPromptTemplate
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@@ -12,6 +13,7 @@ class ExtractPeopleAgent(BaseAgent):
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self.prompt = ChatPromptTemplate.from_messages([
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(
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"system",
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f"现在是{datetime.datetime.now().strftime('%Y-%m-%d')},"
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"你是一个专业的婚姻、交友助手,善于从一段文字描述中,精确获取用户的以下信息:\n"
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"姓名 name\n"
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"性别 gender\n"
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@@ -20,6 +22,8 @@ class ExtractPeopleAgent(BaseAgent):
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"婚姻状况 marital_status\n"
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"择偶要求 match_requirement\n"
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"以上信息需要严格按照 JSON 格式输出 字段名与条目中英文保持一致。\n"
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"其中,'年龄 age' 和 '身高(cm) height' 必须是一个整数,不能是一个字符串;\n"
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"并且,'性别 gender' 根据识别结果,必须从 男,女,未知 三选一填写。\n"
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"除了上述基本信息,还有一个字段\n"
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"个人介绍 introduction\n"
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"其余的信息需要按照字典的方式进行提炼和总结,都放在个人介绍字段中\n"
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@@ -34,8 +38,15 @@ class ExtractPeopleAgent(BaseAgent):
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response = self.llm.invoke(prompt)
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logging.info(f"llm response: {response.content}")
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try:
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return People.from_dict(json.loads(response.content))
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people = People.from_dict(json.loads(response.content))
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err = people.validate()
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if not err.success:
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raise ValueError(f"Failed to validate people info: {err.info}")
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return people
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except json.JSONDecodeError:
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logging.error(f"Failed to parse JSON from LLM response: {response.content}")
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return None
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except ValueError as e:
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logging.error(f"Failed to validate people info: {e}")
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return None
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pass
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@@ -2,9 +2,11 @@
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# created by mmmy on 2025-09-30
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import json
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import logging
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from typing import Dict
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from sqlalchemy import Column, Integer, String, Text, DateTime, func
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from utils.rldb import RLDBBaseModel
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from utils.error import ErrorCode, error
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class PeopleRLDBModel(RLDBBaseModel):
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__tablename__ = 'peoples'
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@@ -130,3 +132,19 @@ class People:
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comments=json.dumps(self.comments, ensure_ascii=False),
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cover=self.cover,
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)
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def validate(self) -> error:
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err = error(ErrorCode.SUCCESS, "")
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if not self.name:
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logging.error("Name is required")
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err = error(ErrorCode.MODEL_ERROR, "Name is required")
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if not self.gender in ['男', '女', '未知']:
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logging.error("Gender must be '男', '女', or '未知'")
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err = error(ErrorCode.MODEL_ERROR, "Gender must be '男', '女', or '未知'")
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if not isinstance(self.age, int) or self.age <= 0:
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logging.error("Age must be an integer and greater than 0")
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err = error(ErrorCode.MODEL_ERROR, "Age must be an integer and greater than 0")
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if not isinstance(self.height, int) or self.height <= 0:
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logging.error("Height must be an integer and greater than 0")
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err = error(ErrorCode.MODEL_ERROR, "Height must be an integer and greater than 0")
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return err
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@@ -1,14 +1,20 @@
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from enum import Enum
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import logging
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from typing import Protocol
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class ErrorCode(Enum):
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SUCCESS = 0
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MODEL_ERROR = 1000
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class error(Protocol):
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_error_code: int = 0
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_error_info: str = ""
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def __init__(self, error_code: int, error_info: str):
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self._error_code = error_code
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def __init__(self, error_code: ErrorCode, error_info: str):
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self._error_code = int(error_code.value)
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self._error_info = error_info
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logging.info(f"errorcode: {type(self._error_code)}")
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def __str__(self) -> str:
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return f"{self.__class__.__name__}({self._error_code}, {self._error_info})"
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