Spaces:
Sleeping
Sleeping
| """????? ???? LangGraph ?? ???? ????.""" | |
| import logging | |
| from typing import Dict, Any | |
| from agents.planner_agent import PlannerAgent | |
| from agents.reasoning_agent import ReasoningAgent | |
| from agents.tool_selector_agent import ToolSelectorAgent | |
| from agents.supervisor_agent import SupervisorAgent | |
| from agents.auto_heal_agent import AutoHealAgent | |
| from agents.memory_agent import MemoryAgent | |
| from api.deps import get_logger | |
| logger = get_logger("kapo.langgraph") | |
| class SimpleGraph: | |
| """???? ???? ?? LangGraph ??? ???? ???????.""" | |
| def run(self, user_input: str, context: Dict[str, Any]): | |
| planner = PlannerAgent() | |
| reasoning = ReasoningAgent() | |
| tool_selector = ToolSelectorAgent() | |
| supervisor = SupervisorAgent() | |
| auto_heal = AutoHealAgent() | |
| memory = MemoryAgent() | |
| plan = planner.run(user_input, context) | |
| rationale = reasoning.run(user_input, plan) | |
| memory.write_short_term("last_plan", {"plan": plan, "rationale": rationale}) | |
| return { | |
| "plan": plan, | |
| "rationale": rationale, | |
| "tool_selector": tool_selector, | |
| "supervisor": supervisor, | |
| "auto_heal": auto_heal, | |
| } | |
| def get_graph(): | |
| """????? ??????? LangGraph ?? ????? ???? ?????? SimpleGraph.""" | |
| try: | |
| import langgraph # noqa: F401 | |
| logger.info("Using langgraph") | |
| return SimpleGraph() | |
| except Exception: | |
| logger.warning("LangGraph not available; using SimpleGraph") | |
| return SimpleGraph() | |