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https://gitcode.com/JianFeeeee/TrulyMEM-TrueHumanMEM.git
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1. 工具调用限制器修复 - 移除memory_recall关键词智能分类，统一归类为一般记忆查询 2. 工作记忆链限制调整 - 修改限制从2次/轮到5次/轮 3. 广度优先搜索实现 - 修复depth参数被忽略问题，添加深度标注 4. 提示词优化 - 新增强制执行顺序说明，明确task_link_info使用场景 Generated with CodeArts Agent
156 lines
5.9 KiB
Python
156 lines
5.9 KiB
Python
"""
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工具调用限制器 - 限制每轮对话中各类工具的调用次数
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"""
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from typing import Dict, List, Optional
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from dataclasses import dataclass, field
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@dataclass
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class ToolLimits:
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"""工具调用限制配置"""
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# 人设图限制
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persona_query_max: int = 1 # 每轮最多查询1次人设图
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persona_update_max: int = 1 # 每轮最多修改1次人设图
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# 工作记忆链限制
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task_query_max: int = 4 # 每轮最多查询4次工作记忆链
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task_update_max: int = 5 # 每轮最多修改5次工作记忆链
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# 一般记忆限制
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memory_query_max: int = 20 # 每轮最多查询20次一般记忆
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memory_update_max: int = 10 # 每轮最多修改10次一般记忆
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@dataclass
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class ToolCallCount:
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"""工具调用计数"""
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# 人设图
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persona_query: int = 0
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persona_update: int = 0
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# 工作记忆链
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task_query: int = 0
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task_update: int = 0
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# 一般记忆
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memory_query: int = 0
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memory_update: int = 0
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class ToolLimiter:
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"""工具调用限制器"""
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def __init__(self, limits: Optional[ToolLimits] = None):
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self.limits = limits or ToolLimits()
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self.counts = ToolCallCount()
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def _classify_tool(self, tool_name: str, arguments: dict) -> tuple:
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"""
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分类工具调用
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返回: (category, operation)
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category: 'persona', 'task', 'memory'
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operation: 'query', 'update'
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"""
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# 人设图工具
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if tool_name in ('persona_update', 'persona_clear'):
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return ('persona', 'update')
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# 工作记忆链工具
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if tool_name in ('task_create', 'task_set_state', 'task_delete', 'task_link_info'):
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# task_link_info 是关联操作，算作更新
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return ('task', 'update')
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# 一般记忆工具
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if tool_name == 'memory_recall':
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# 所有 memory_recall 统一归为一般记忆查询
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# 因为 query_intent 内容不可控，无法准确判断查询类型
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# 写入操作通过工具名称明确区分，不受此影响
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return ('memory', 'query')
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if tool_name == 'memory_commit':
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return ('memory', 'update')
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if tool_name == 'memory_purge':
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return ('memory', 'update')
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if tool_name == 'memory_introspect':
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return ('memory', 'query')
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if tool_name in ('memory_archive', 'memory_cleanup'):
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return ('memory', 'update')
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# 未知工具，归类为一般记忆更新
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return ('memory', 'update')
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def can_call(self, tool_name: str, arguments: dict) -> tuple:
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"""
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检查是否允许调用工具
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返回: (allowed, reason)
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"""
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category, operation = self._classify_tool(tool_name, arguments)
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# 获取当前计数和限制
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if category == 'persona':
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if operation == 'query':
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if self.counts.persona_query >= self.limits.persona_query_max:
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return (False, f"人设图查询次数已达上限({self.limits.persona_query_max}次)")
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else: # update
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if self.counts.persona_update >= self.limits.persona_update_max:
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return (False, f"人设图修改次数已达上限({self.limits.persona_update_max}次)")
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elif category == 'task':
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if operation == 'query':
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if self.counts.task_query >= self.limits.task_query_max:
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return (False, f"工作记忆链查询次数已达上限({self.limits.task_query_max}次)")
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else: # update
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if self.counts.task_update >= self.limits.task_update_max:
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return (False, f"工作记忆链修改次数已达上限({self.limits.task_update_max}次)")
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elif category == 'memory':
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if operation == 'query':
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if self.counts.memory_query >= self.limits.memory_query_max:
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return (False, f"一般记忆查询次数已达上限({self.limits.memory_query_max}次)")
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else: # update
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if self.counts.memory_update >= self.limits.memory_update_max:
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return (False, f"一般记忆修改次数已达上限({self.limits.memory_update_max}次)")
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return (True, "允许调用")
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def record_call(self, tool_name: str, arguments: dict) -> None:
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"""记录工具调用"""
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category, operation = self._classify_tool(tool_name, arguments)
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if category == 'persona':
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if operation == 'query':
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self.counts.persona_query += 1
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else:
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self.counts.persona_update += 1
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elif category == 'task':
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if operation == 'query':
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self.counts.task_query += 1
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else:
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self.counts.task_update += 1
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elif category == 'memory':
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if operation == 'query':
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self.counts.memory_query += 1
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else:
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self.counts.memory_update += 1
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def get_summary(self) -> str:
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"""获取调用统计摘要"""
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lines = [
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f"人设图: 查询{self.counts.persona_query}/{self.limits.persona_query_max}次, "
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f"修改{self.counts.persona_update}/{self.limits.persona_update_max}次",
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f"工作记忆链: 查询{self.counts.task_query}/{self.limits.task_query_max}次, "
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f"修改{self.counts.task_update}/{self.limits.task_update_max}次",
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f"一般记忆: 查询{self.counts.memory_query}/{self.limits.memory_query_max}次, "
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f"修改{self.counts.memory_update}/{self.limits.memory_update_max}次"
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]
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return "\n".join(lines)
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def reset(self) -> None:
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"""重置计数（新的一轮对话开始时调用）"""
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self.counts = ToolCallCount()
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