重构 Agent:引入 LangGraph StateGraph 替代手写 FC 循环

架构变更:
- 新增 app/services/agent/ 模块(state/prompts/graph/tools)
- 7 个工具从 _tool_xxx 方法提取为 @tool 装饰器函数
- 构建 assistant + ToolNode 的 ReAct 图
- agent_dispatcher.py 改为薄壳入口,支持 USE_LANGGRAPH 开关
- MemorySaver checkpoint 持久化对话(thread_id=wechat-{user_id})
- 新增依赖:langchain-core, langchain-openai, langgraph

向后兼容:
- USE_LANGGRAPH=false 可切回旧版 FC 循环
- LangGraph 初始化失败自动降级到 Legacy 模式
- 企微图片处理/VLM分析逻辑不变
This commit is contained in:
2026-03-25 13:52:55 +08:00
parent d1aa14bb23
commit 8156f54004
11 changed files with 809 additions and 668 deletions

View File

@@ -0,0 +1,21 @@
"""
摄像头查询工具
"""
import json
from langchain_core.tools import tool
from .alarm_query import _get_camera_display_name
@tool
def query_camera(camera_id: str) -> str:
"""查询摄像头信息(名称、位置、状态等)
Args:
camera_id: 摄像头IDdevice_id
"""
name = _get_camera_display_name(camera_id)
if name and name != camera_id:
return json.dumps({"camera_id": camera_id, "name": name}, ensure_ascii=False)
return json.dumps({"error": f"未找到摄像头: {camera_id}"}, ensure_ascii=False)