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zhenxun_bot/zhenxun/services/ai/utils/runtime.py
T
80fc5b86a7 ✨ feat!(llm): 重构并升级大语言模型服务为全新 AI 智能体框架 (#2146)
* ✨ feat!(llm): 重构并升级大语言模型服务为全新 AI 智能体框架

- 【重构】将原 services/llm 重构并迁移至全新的 services/ai 架构,提供向下兼容垫片
- 【新增】引入 Agent、Team、Workflow 三大智能体与工作流编排范式
- 【新增】引入基于 RAG 的长期向量记忆与中期槽位记忆系统
- 【新增】引入基于 Docker 的安全代码执行沙箱环境
- 【新增】支持 MCP 协议,允许动态管理和调用 MCP 服务
- 【新增】引入输入输出安全合规护栏与自愈反思机制
- 【优化】重构并优化多厂商 API 适配器 (Gemini, OpenAI, DeepSeek, GLM 等)
- 【优化】优化日志脱敏与 Token 预估机制
- 【移除】移除旧版 llm default 和 llm reset-key 命令,新增 llm mcp 管理命令

* 🔧 chore(deps): 更新项目依赖与配置

- 添加 mcp、jieba 和 aiodocker 依赖到配置文件及 requirements.txt
- 在 pyright 配置中设置 reportMissingImports 为 none
- 调整 .gitignore 中 resources 目录的忽略规则

* ♻️ refactor(tools): 重构工具终止机制并清理知识库日志输出

- 统一使用 `context.state["__end_run__"]` 替代 `EndRunResult` 控制任务结束
- 移除文件系统和向量知识库检索工具中 `ToolResult` 的 `.with_log` 调用
- 调整指令处理器(Directive)的返回值为 `tool_res.output`
- 修复部分类型检查警告并优化联合类型判断语法

* ♻️ refactor(tools): 重构工具副作用指令与控制流熔断机制

- 引入 `DirectivePayload` 及 `ToolResult` 的子类以结构化表达工具副作用
- 移除通过 `context.state` 传递魔术变量的隐式控制流设计
- 重构 `DirectiveManager` 处理器接口,直接在处理器中修改 `AgentState` 并构建 `AgentRunResult`
- 在 `StandardAgentExecutor` 中统一通过 `directive_manager` 调度工具返回的副作用指令
- 补全 `MessageBuilder` 中部分核心方法的文档注释

* 🐛 fix(sandbox): 修复 Docker 沙箱容器状态检测与会话清理逻辑

-【修复】修正 `is_alive` 中直接读取私有属性的问题,改用 `show()` 返回值
-【修复】解决 `execute_code` 中缓存的执行器与当前会话不一致的问题
-【优化】在清理工作区前增加容器存活检测,避免向已死容器发送请求
-【优化】创建容器时增加运行状态校验,若已停止则自动从缓存中移除并重建
-【优化】优化容器销毁和清理逻辑,静默处理容器不存在 (404) 的异常

* 📝 docs(core): 补充核心模块初始化方法的文档注释

* 🚨 auto fix by pre-commit hooks

---------

Co-authored-by: webjoin111 <455457521@qq.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-07-03 08:53:56 +08:00

167 lines
5.3 KiB
Python

from typing import Any
from nonebot.adapters import Bot, Event
from zhenxun.services.ai.utils.scope import ScopeBuilder
class ContextUtils:
"""
从底层依赖容器 (deps) 中提取运行环境信息的纯静态工具类。
"""
@staticmethod
def extract_user_id(deps: Any) -> str | None:
if not deps:
return None
if hasattr(deps, "user_id") and getattr(deps, "user_id") is not None:
return str(getattr(deps, "user_id"))
event = getattr(deps, "event", None)
if event:
try:
return str(event.get_user_id())
except Exception:
return (
str(getattr(event, "user_id", ""))
or str(getattr(event, "sender_id", ""))
or None
)
return None
@staticmethod
def extract_group_id(deps: Any) -> str | None:
if not deps:
return None
if hasattr(deps, "group_id") and getattr(deps, "group_id") is not None:
return str(getattr(deps, "group_id"))
event = getattr(deps, "event", None)
if event:
return str(getattr(event, "group_id", "")) or None
return None
@staticmethod
def extract_platform(deps: Any) -> str:
if not deps:
return "unknown"
if hasattr(deps, "platform") and getattr(deps, "platform") is not None:
return str(getattr(deps, "platform"))
bot = getattr(deps, "bot", None)
if bot:
from zhenxun.utils.platform import PlatformUtils
return PlatformUtils.get_platform(bot)
return "unknown"
@staticmethod
def extract_concurrency_lock_id(
context: Any, scope: Any, default_session_id: str
) -> str:
from zhenxun.services.ai.flow.base import ConcurrencyScope
scope = scope or ConcurrencyScope.GROUP
ns = getattr(getattr(context, "session", None), "namespace", "global")
ns_suffix = f"_{ns}" if ns and ns != "global" else ""
if scope == ConcurrencyScope.GLOBAL:
return f"lock_global{ns_suffix}"
elif scope == ConcurrencyScope.GROUP:
gid = ContextUtils.extract_group_id(getattr(context, "deps", None))
uid = ContextUtils.extract_user_id(getattr(context, "deps", None))
return (
f"lock_group_{gid}{ns_suffix}" if gid else f"lock_user_{uid}{ns_suffix}"
)
elif scope == ConcurrencyScope.USER:
uid = ContextUtils.extract_user_id(getattr(context, "deps", None))
return (
f"lock_user_{uid}{ns_suffix}"
if uid
else f"lock_default_user{ns_suffix}"
)
else:
return f"lock_session_{default_session_id}"
@staticmethod
def generate_session_meta(
bot: Bot,
event: Event,
scope_builder: ScopeBuilder | None = None,
prefix: str = "",
namespace: str | None = None,
agent_name: str | None = None,
) -> Any:
"""根据事件和隔离级别,自动提取生成基于路径作用域的 SessionMetadata"""
from zhenxun.services.ai.context.memory.types import (
Isolation,
SessionMetadata,
)
from zhenxun.services.ai.run.context import NoneBotDeps
if scope_builder is None:
scope_builder = Isolation.AGENT_USER()
deps = NoneBotDeps(bot=bot, event=event)
selector = scope_builder.resolve(
deps=deps,
prefix=prefix,
default_namespace=namespace,
default_agent=agent_name,
)
parts = selector.get_scope_parts()
session_id = selector.scope_prefix
scope_prefix = selector.scope_prefix
all_scopes = {"/"}
current_path = ""
for part in parts:
current_path += f"/{part}"
all_scopes.add(current_path)
accessible_scopes = list(all_scopes)
accessible_scopes.sort(key=lambda x: len(x.split("/")))
return SessionMetadata(
session_id=session_id,
scope_prefix=scope_prefix,
accessible_scopes=accessible_scopes,
selector=selector,
isolation_level=scope_builder,
)
class PermissionUtils:
"""运行时权限校验通用工具类"""
@staticmethod
async def check_superuser(context: Any) -> bool:
bot = context.get_bot()
event = context.get_event()
if bot and event:
from nonebot.permission import SUPERUSER
return await SUPERUSER(bot, event)
return False
@staticmethod
async def check_admin_level(context: Any, min_level: int) -> bool:
if await PermissionUtils.check_superuser(context):
return True
user_id = context.get_user_id()
group_id = context.get_group_id()
if not user_id:
return False
from zhenxun.services.cache.runtime_cache import LevelUserMemoryCache
global_user, group_users = await LevelUserMemoryCache.get_levels(
user_id, group_id
)
user_level = global_user.user_level if global_user else 0
if group_id and group_users:
user_level = max(user_level, group_users.user_level)
return user_level >= min_level