backend/app/schemas/users.py

from typing import List, Optional
from pydantic import BaseModel
from backend.app.schemas.base import BaseResponse

class UserInteraction(BaseModel):
    id: str
    type: str
    total: float

class UserBase(BaseModel):
    id: str
    userInteraction: List[UserInteraction]


class RecommendationItem(BaseModel):
    id: str
    similarity_score: float

class BasedOnInteraction(BaseModel):
    id: str
    total: float

class RecommendationResponse(BaseResponse):
    user_id: str
    based_on: List[BasedOnInteraction] 
    recommendations: List[str]


class QueryRecommendationRequest(BaseModel):
    query: str
    top_k: int = 5
    type : str = None
    user_id: Optional[str] = None

class QueryRecommendationItem(BaseModel):
    id: str
    similarity_score: float


class QueryRecommendationResponse(BaseModel):
    message: str
    status_code: int
    query: str
    event_recommendations: List[QueryRecommendationItem]
    travel_recommendations: List[QueryRecommendationItem]