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"""Pydantic response schemas"""
from pydantic import BaseModel
from typing import Optional, List
from datetime import datetime
class PhotoResponse(BaseModel):
"""Response model for photo metadata"""
id: int
filename: str
tags: List[str]
caption: str
created_at: datetime
class Config:
from_attributes = True
class PhotoDetailResponse(PhotoResponse):
"""Detailed photo response with embedding info"""
embedding: Optional[List[float]] = None
class SearchResult(BaseModel):
"""Search result with similarity score"""
photo_id: int
filename: str
image_url: str
tags: List[str]
caption: str
distance: float # L2 distance (lower is more similar)
class Config:
from_attributes = True
class SearchResponse(BaseModel):
"""Response for search endpoint"""
query: str
results: List[SearchResult]
total_results: int
class UploadResponse(BaseModel):
"""Response after uploading a photo"""
id: int
filename: str
image_url: str
tags: List[str]
caption: str
message: str |