from typing import Optional, Any, Dict, List from pydantic import BaseModel, Field class SessionSummary(BaseModel): """Model for Session Summary.""" summary: str = Field( ..., description="Summary of the session. Be concise and focus on only important information. Do not make anything up.", ) topics: Optional[List[str]] = Field(None, description="Topics discussed in the session.") def to_dict(self) -> Dict[str, Any]: return self.model_dump(exclude_none=True) def to_json(self) -> str: return self.model_dump_json(exclude_none=True, indent=2)