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LangBot/pkg/entity/persistence/vector.py
2025-07-05 18:58:16 +08:00

14 lines
603 B
Python

from sqlalchemy import create_engine, Column, Integer, String, Text, DateTime, ForeignKey, LargeBinary
from sqlalchemy.orm import declarative_base, sessionmaker, relationship
from datetime import datetime
import numpy as np # 用于处理从LargeBinary转换回来的embedding
Base = declarative_base()
class Vector(Base):
__tablename__ = 'vectors'
id = Column(Integer, primary_key=True, index=True)
chunk_id = Column(Integer, ForeignKey('chunks.id'), unique=True)
embedding = Column(LargeBinary) # Store embeddings as binary
chunk = relationship("Chunk", back_populates="vector")