from __future__ import annotations from enum import Enum from typing import Set from langchain_experimental.pydantic_v1 import BaseModel, Field class ThoughtValidity(Enum): VALID_INTERMEDIATE = 0 VALID_FINAL = 1 INVALID = 2 class Thought(BaseModel): text: str validity: ThoughtValidity children: Set[Thought] = Field(default_factory=set) def __hash__(self) -> int: return id(self)