feat:加入人物信息检索
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@@ -14,12 +14,14 @@ from .tool_registry import (
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from .query_jargon import register_tool as register_query_jargon
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from .query_chat_history import register_tool as register_query_chat_history
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from .query_lpmm_knowledge import register_tool as register_lpmm_knowledge
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from .query_person_info import register_tool as register_query_person_info
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from src.config.config import global_config
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def init_all_tools():
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"""初始化并注册所有记忆检索工具"""
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register_query_jargon()
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register_query_chat_history()
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register_query_person_info()
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if global_config.lpmm_knowledge.lpmm_mode == "agent":
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register_lpmm_knowledge()
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233
src/memory_system/retrieval_tools/query_person_info.py
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233
src/memory_system/retrieval_tools/query_person_info.py
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@@ -0,0 +1,233 @@
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"""
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根据person_name查询用户信息 - 工具实现
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支持模糊查询,可以查询某个用户的所有信息
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"""
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import json
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from datetime import datetime
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from src.common.logger import get_logger
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from src.common.database.database_model import PersonInfo
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from .tool_registry import register_memory_retrieval_tool
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logger = get_logger("memory_retrieval_tools")
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async def query_person_info(person_name: str) -> str:
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"""根据person_name查询用户信息,使用模糊查询
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Args:
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person_name: 用户名称(person_name字段)
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Returns:
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str: 查询结果,包含用户的所有信息
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"""
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try:
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person_name = str(person_name).strip()
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if not person_name:
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return "用户名称为空"
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# 构建查询条件(使用模糊查询)
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query = PersonInfo.select().where(
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PersonInfo.person_name.contains(person_name)
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)
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# 执行查询
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records = list(query.limit(20)) # 最多返回20条记录
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if not records:
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return f"未找到模糊匹配'{person_name}'的用户信息"
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# 区分精确匹配和模糊匹配的结果
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exact_matches = []
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fuzzy_matches = []
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for record in records:
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# 检查是否是精确匹配
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if record.person_name and record.person_name.strip() == person_name:
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exact_matches.append(record)
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else:
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fuzzy_matches.append(record)
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# 构建结果文本
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results = []
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# 先处理精确匹配的结果
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for record in exact_matches:
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result_parts = []
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result_parts.append("【精确匹配】") # 标注为精确匹配
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# 基本信息
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if record.person_name:
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result_parts.append(f"用户名称:{record.person_name}")
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if record.nickname:
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result_parts.append(f"昵称:{record.nickname}")
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if record.person_id:
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result_parts.append(f"用户ID:{record.person_id}")
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if record.platform:
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result_parts.append(f"平台:{record.platform}")
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if record.user_id:
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result_parts.append(f"平台用户ID:{record.user_id}")
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# 名称设定原因
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if record.name_reason:
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result_parts.append(f"名称设定原因:{record.name_reason}")
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# 认识状态
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result_parts.append(f"是否已认识:{'是' if record.is_known else '否'}")
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# 时间信息
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if record.know_since:
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know_since_str = datetime.fromtimestamp(record.know_since).strftime("%Y-%m-%d %H:%M:%S")
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result_parts.append(f"首次认识时间:{know_since_str}")
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if record.last_know:
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last_know_str = datetime.fromtimestamp(record.last_know).strftime("%Y-%m-%d %H:%M:%S")
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result_parts.append(f"最后认识时间:{last_know_str}")
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if record.know_times:
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result_parts.append(f"认识次数:{int(record.know_times)}")
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# 记忆点(memory_points)
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if record.memory_points:
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try:
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memory_points_data = json.loads(record.memory_points) if isinstance(record.memory_points, str) else record.memory_points
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if isinstance(memory_points_data, list) and memory_points_data:
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# 解析记忆点格式:category:content:weight
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memory_list = []
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for memory_point in memory_points_data:
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if memory_point and isinstance(memory_point, str):
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parts = memory_point.split(":", 2)
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if len(parts) >= 3:
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category = parts[0].strip()
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content = parts[1].strip()
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weight = parts[2].strip()
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memory_list.append(f" - [{category}] {content} (权重: {weight})")
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else:
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memory_list.append(f" - {memory_point}")
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if memory_list:
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result_parts.append("记忆点:\n" + "\n".join(memory_list))
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except (json.JSONDecodeError, TypeError, ValueError) as e:
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logger.warning(f"解析用户 {record.person_id} 的memory_points失败: {e}")
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# 如果解析失败,直接显示原始内容(截断)
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memory_preview = str(record.memory_points)[:200]
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if len(str(record.memory_points)) > 200:
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memory_preview += "..."
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result_parts.append(f"记忆点(原始数据):{memory_preview}")
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results.append("\n".join(result_parts))
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# 再处理模糊匹配的结果
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for record in fuzzy_matches:
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result_parts = []
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result_parts.append("【模糊匹配】") # 标注为模糊匹配
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# 基本信息
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if record.person_name:
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result_parts.append(f"用户名称:{record.person_name}")
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if record.nickname:
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result_parts.append(f"昵称:{record.nickname}")
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if record.person_id:
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result_parts.append(f"用户ID:{record.person_id}")
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if record.platform:
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result_parts.append(f"平台:{record.platform}")
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if record.user_id:
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result_parts.append(f"平台用户ID:{record.user_id}")
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# 名称设定原因
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if record.name_reason:
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result_parts.append(f"名称设定原因:{record.name_reason}")
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# 认识状态
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result_parts.append(f"是否已认识:{'是' if record.is_known else '否'}")
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# 时间信息
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if record.know_since:
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know_since_str = datetime.fromtimestamp(record.know_since).strftime("%Y-%m-%d %H:%M:%S")
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result_parts.append(f"首次认识时间:{know_since_str}")
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if record.last_know:
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last_know_str = datetime.fromtimestamp(record.last_know).strftime("%Y-%m-%d %H:%M:%S")
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result_parts.append(f"最后认识时间:{last_know_str}")
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if record.know_times:
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result_parts.append(f"认识次数:{int(record.know_times)}")
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# 记忆点(memory_points)
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if record.memory_points:
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try:
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memory_points_data = json.loads(record.memory_points) if isinstance(record.memory_points, str) else record.memory_points
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if isinstance(memory_points_data, list) and memory_points_data:
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# 解析记忆点格式:category:content:weight
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memory_list = []
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for memory_point in memory_points_data:
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if memory_point and isinstance(memory_point, str):
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parts = memory_point.split(":", 2)
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if len(parts) >= 3:
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category = parts[0].strip()
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content = parts[1].strip()
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weight = parts[2].strip()
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memory_list.append(f" - [{category}] {content} (权重: {weight})")
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else:
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memory_list.append(f" - {memory_point}")
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if memory_list:
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result_parts.append("记忆点:\n" + "\n".join(memory_list))
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except (json.JSONDecodeError, TypeError, ValueError) as e:
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logger.warning(f"解析用户 {record.person_id} 的memory_points失败: {e}")
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# 如果解析失败,直接显示原始内容(截断)
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memory_preview = str(record.memory_points)[:200]
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if len(str(record.memory_points)) > 200:
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memory_preview += "..."
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result_parts.append(f"记忆点(原始数据):{memory_preview}")
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results.append("\n".join(result_parts))
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# 组合所有结果
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if not results:
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return f"未找到匹配'{person_name}'的用户信息"
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response_text = "\n\n---\n\n".join(results)
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# 添加统计信息
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total_count = len(records)
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exact_count = len(exact_matches)
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fuzzy_count = len(fuzzy_matches)
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# 显示精确匹配和模糊匹配的统计
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if exact_count > 0 or fuzzy_count > 0:
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stats_parts = []
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if exact_count > 0:
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stats_parts.append(f"精确匹配:{exact_count} 条")
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if fuzzy_count > 0:
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stats_parts.append(f"模糊匹配:{fuzzy_count} 条")
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stats_text = ",".join(stats_parts)
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response_text = f"找到 {total_count} 条匹配的用户信息({stats_text}):\n\n{response_text}"
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elif total_count > 1:
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response_text = f"找到 {total_count} 条匹配的用户信息:\n\n{response_text}"
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else:
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response_text = f"找到用户信息:\n\n{response_text}"
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# 如果结果数量达到限制,添加提示
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if total_count >= 20:
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response_text += "\n\n(已显示前20条结果,可能还有更多匹配记录)"
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return response_text
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except Exception as e:
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logger.error(f"查询用户信息失败: {e}")
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return f"查询失败: {str(e)}"
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def register_tool():
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"""注册工具"""
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register_memory_retrieval_tool(
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name="query_person_info",
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description="根据查询某个用户的所有信息。名称、昵称、平台、用户ID、qq号等",
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parameters=[
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{
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"name": "person_name",
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"type": "string",
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"description": "用户名称,用于查询用户信息",
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"required": True
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}
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],
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execute_func=query_person_info
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)
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