UnisKB/apps/embedding/models/embedding.py

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# coding=utf-8
"""
@project: maxkb
@Author
@file embedding.py
@date2023/9/21 15:46
@desc:
"""
from django.db import models
from common.field.vector_field import VectorField
from dataset.models.data_set import Document, Paragraph, DataSet
class SourceType(models.TextChoices):
"""订单类型"""
PROBLEM = 0, '问题'
PARAGRAPH = 1, '段落'
class Embedding(models.Model):
id = models.CharField(max_length=128, primary_key=True, verbose_name="主键id")
source_id = models.CharField(max_length=128, verbose_name="资源id")
source_type = models.CharField(verbose_name='资源类型', max_length=5, choices=SourceType.choices,
default=SourceType.PROBLEM)
is_active = models.BooleanField(verbose_name="是否可用", max_length=1, default=True)
dataset = models.ForeignKey(DataSet, on_delete=models.DO_NOTHING, verbose_name="文档关联", db_constraint=False)
document = models.ForeignKey(Document, on_delete=models.DO_NOTHING, verbose_name="文档关联", db_constraint=False)
paragraph = models.ForeignKey(Paragraph, on_delete=models.DO_NOTHING, verbose_name="段落关联", db_constraint=False)
embedding = VectorField(verbose_name="向量")
star_num = models.IntegerField(default=0, verbose_name="点赞数量")
trample_num = models.IntegerField(default=0,
verbose_name="点踩数量")
class Meta:
db_table = "embedding"
unique_together = ['source_id', 'source_type']