matinsn2000's picture
Added image embedding as playground and roll backed for create_album end point to not use k mean clustring
cbab173
"""SQLModel database models"""
from sqlmodel import SQLModel, Field
from typing import Optional
from datetime import datetime
import json
class Photo(SQLModel, table=True):
"""Photo metadata model"""
id: Optional[int] = Field(default=None, primary_key=True)
filename: str = Field(index=True)
filepath: str # Full path to stored image
tags: str = Field(default="[]") # JSON string of tags
caption: str = Field(default="")
description: str = Field(default="")
embedding: Optional[str] = Field(default=None) # JSON string of embedding vector
created_at: datetime = Field(default_factory=datetime.utcnow)
def get_tags(self) -> list[str]:
"""Parse tags from JSON string"""
try:
return json.loads(self.tags)
except:
return []
def set_tags(self, tags: list[str]):
"""Store tags as JSON string"""
self.tags = json.dumps(tags)
def get_embedding(self) -> Optional[list[float]]:
"""Parse embedding from JSON string"""
try:
if self.embedding:
return json.loads(self.embedding)
except:
pass
return None
def set_embedding(self, embedding: list[float]):
"""Store embedding as JSON string"""
self.embedding = json.dumps(embedding)