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| from pydantic import BaseModel, Field | |
| from typing import Dict, Any, Optional | |
| class Email(BaseModel): | |
| id: str | |
| sender: str | |
| subject: str | |
| body: str | |
| is_urgent: bool = False | |
| is_spam: bool = False | |
| is_internal: bool = False | |
| class Observation(BaseModel): | |
| emails_remaining: int | |
| current_email: Optional[Email] = Field(None, description="The current email to triage, or None if inbox is empty") | |
| time_elapsed: float = Field(0.0, description="Time elapsed in the episode") | |
| class Action(BaseModel): | |
| action_type: int = Field(..., description="0: Ignore, 1: Reply, 2: Forward, 3: Archive, 4: Delete") | |
| class Reward(BaseModel): | |
| step_reward: float = Field(..., description="Reward for the current step") | |
| total_reward: float = Field(..., description="Total accumulated reward") | |
| message: str = Field("", description="Reasoning or description for the reward given") | |
| class EnvState(BaseModel): | |
| observation: Observation | |
| reward: Reward | |
| terminated: bool | |
| truncated: bool | |
| info: Dict[str, Any] | |