from pydantic import BaseModel, ConfigDict from typing import List, Union, Optional from sqlalchemy import Column, String, BigInteger from sqlalchemy.orm import Session from apps.webui.internal.db import Base, get_session from apps.webui.models.chats import Chats import time import uuid #################### # Memory DB Schema #################### class Memory(Base): __tablename__ = "memory" id = Column(String, primary_key=True) user_id = Column(String) content = Column(String) updated_at = Column(BigInteger) created_at = Column(BigInteger) class MemoryModel(BaseModel): id: str user_id: str content: str updated_at: int # timestamp in epoch created_at: int # timestamp in epoch model_config = ConfigDict(from_attributes=True) #################### # Forms #################### class MemoriesTable: def insert_new_memory( self, user_id: str, content: str, ) -> Optional[MemoryModel]: id = str(uuid.uuid4()) memory = MemoryModel( **{ "id": id, "user_id": user_id, "content": content, "created_at": int(time.time()), "updated_at": int(time.time()), } ) with get_session() as db: result = Memory(**memory.model_dump()) db.add(result) db.commit() db.refresh(result) if result: return MemoryModel.model_validate(result) else: return None def update_memory_by_id( self, id: str, content: str, ) -> Optional[MemoryModel]: try: with get_session() as db: db.query(Memory).filter_by(id=id).update( {"content": content, "updated_at": int(time.time())} ) db.commit() return self.get_memory_by_id(id) except: return None def get_memories(self) -> List[MemoryModel]: try: with get_session() as db: memories = db.query(Memory).all() return [MemoryModel.model_validate(memory) for memory in memories] except: return None def get_memories_by_user_id(self, user_id: str) -> List[MemoryModel]: try: with get_session() as db: memories = db.query(Memory).filter_by(user_id=user_id).all() return [MemoryModel.model_validate(memory) for memory in memories] except: return None def get_memory_by_id(self, id: str) -> Optional[MemoryModel]: try: with get_session() as db: memory = db.get(Memory, id) return MemoryModel.model_validate(memory) except: return None def delete_memory_by_id(self, id: str) -> bool: try: with get_session() as db: db.query(Memory).filter_by(id=id).delete() return True except: return False def delete_memories_by_user_id(self, db: Session, user_id: str) -> bool: try: with get_session() as db: db.query(Memory).filter_by(user_id=user_id).delete() return True except: return False def delete_memory_by_id_and_user_id( self, db: Session, id: str, user_id: str ) -> bool: try: with get_session() as db: db.query(Memory).filter_by(id=id, user_id=user_id).delete() return True except: return False Memories = MemoriesTable()