root
4209386c77
Some checks failed
构建并部署 AI Agent 服务 / deploy (push) Failing after 6m22s
- 重构所有模块导入，移除 sys.path.insert - 统一使用 from backend.xxx 的绝对导入方式 - rag_core 包内使用相对导入（from .xxx） - 移动 visualize_graph.py 到 tools/ 目录 - 添加必要的 __init__.py 文件 - 清理废弃文档和脚本
83 lines
2.7 KiB
Python
83 lines
2.7 KiB
Python
#!/usr/bin/env python3
|
||
"""
|
||
LangGraph 图结构可视化脚本
|
||
快速查看节点和边的连接关系
|
||
运行方式：python tools/visualize_graph.py
|
||
"""
|
||
import sys
|
||
from pathlib import Path
|
||
from dotenv import load_dotenv
|
||
|
||
# 确定项目根目录（Agent1 目录）
|
||
# 当前文件位置：tools/visualize_graph.py
|
||
# 向上 1 级到 Agent1
|
||
PROJECT_ROOT = Path(__file__).parent.parent
|
||
BACKEND_DIR = PROJECT_ROOT / "backend"
|
||
|
||
# 关键：把 backend 目录加入 sys.path，这样才能找到 rag_core
|
||
# 注意：这只对直接运行脚本有效，对 -m 方式无效（因为 -m 方式在脚本运行前就导入了）
|
||
if str(BACKEND_DIR) not in sys.path:
|
||
sys.path.insert(0, str(BACKEND_DIR))
|
||
if str(PROJECT_ROOT) not in sys.path:
|
||
sys.path.insert(0, str(PROJECT_ROOT))
|
||
|
||
load_dotenv(PROJECT_ROOT / ".env")
|
||
|
||
from backend.app.agent.agent_service import AIAgentService
|
||
from backend.app.config import DB_URI
|
||
from backend.app.main_graph.checkpoint.postgres.aio import AsyncPostgresSaver
|
||
import asyncio
|
||
|
||
|
||
async def visualize_graph():
|
||
"""可视化 LangGraph 结构"""
|
||
print("=" * 80)
|
||
print(" LangGraph 图结构可视化")
|
||
print("=" * 80)
|
||
print(f"项目根目录: {PROJECT_ROOT}")
|
||
print(f"Backend 目录: {BACKEND_DIR}")
|
||
|
||
async with AsyncPostgresSaver.from_conn_string(DB_URI) as checkpointer:
|
||
await checkpointer.setup()
|
||
|
||
# 创建服务实例
|
||
print("\n正在初始化 Agent 服务...")
|
||
agent_service = AIAgentService(checkpointer)
|
||
await agent_service.initialize()
|
||
|
||
for model_name, graph in agent_service.graphs.items():
|
||
print(f"\n{'=' * 80}")
|
||
print(f" 模型: {model_name}")
|
||
print(f"{'=' * 80}")
|
||
|
||
# 获取图结构
|
||
graph_structure = graph.get_graph()
|
||
|
||
# 1. 直接打印节点和边
|
||
print("\n[1] 节点列表:")
|
||
print("-" * 80)
|
||
for node_id, node in graph_structure.nodes.items():
|
||
print(f" - {node_id}: {node.name}")
|
||
|
||
print("\n[2] 边列表:")
|
||
print("-" * 80)
|
||
for edge in graph_structure.edges:
|
||
print(f" {edge.source} --> {edge.target}")
|
||
|
||
# 3. ASCII 字符画（需要 grandalf）
|
||
print("\n[3] ASCII 字符画:")
|
||
print("-" * 80)
|
||
try:
|
||
print(graph_structure.draw_ascii())
|
||
except Exception as e:
|
||
print(f"⚠️ ASCII 绘制失败: {e}")
|
||
|
||
# 4. Mermaid 源码
|
||
print("\n[4] Mermaid 源码 (可复制到 https://mermaid.live/):")
|
||
print("-" * 80)
|
||
print(graph_structure.draw_mermaid())
|
||
|
||
|
||
if __name__ == "__main__":
|
||
asyncio.run(visualize_graph())
|