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