from pydantic import BaseModel, EmailStr from typing import Optional, List class UserBase(BaseModel): username: str first_name: str last_name: str email: EmailStr age: Optional[int] = None preferences: Optional[dict] = None is_active: Optional[bool] = True class UserCreate(UserBase): password: str class UserUpdate(UserBase): password: Optional[str] = None class User(UserBase): id: int class Config: orm_mode = True class UserEmbeddingsBase(BaseModel): embeddings: List[float] class UserEmbeddingsCreate(UserEmbeddingsBase): pass class UserEmbeddings(UserEmbeddingsBase): id: int user_id: int class Config: orm_mode = True