Maas-Agent/apps/application/models/application_memory.py

# coding=utf-8
"""
智能体记忆模型
存储智能体的长期记忆，支持对话过程中积累和检索
"""
import uuid_utils.compat as uuid
from django.db import models

from common.mixins.app_model_mixin import AppModelMixin


class ApplicationMemoryType(models.TextChoices):
    """记忆类型"""
    DIALOGUE = 'DIALOGUE', '对话记忆'
    KEYWORD = 'KEYWORD', '关键词记忆'
    SUMMARY = 'SUMMARY', '摘要记忆'
    CUSTOM = 'CUSTOM', '自定义记忆'


class ApplicationMemory(AppModelMixin):
    """智能体记忆"""
    id = models.UUIDField(primary_key=True, max_length=128, default=uuid.uuid7, editable=False, verbose_name="主键id")
    application = models.ForeignKey(
        'application.Application',
        on_delete=models.CASCADE,
        db_constraint=False,
        verbose_name="应用",
        db_index=True
    )
    memory_type = models.CharField(
        max_length=20,
        choices=ApplicationMemoryType.choices,
        default=ApplicationMemoryType.DIALOGUE,
        verbose_name="记忆类型"
    )
    content = models.TextField(verbose_name="记忆内容")
    metadata = models.JSONField(default=dict, verbose_name="元数据")
    is_enabled = models.BooleanField(default=True, verbose_name="是否启用")
    relevance_score = models.FloatField(default=0.0, verbose_name="相关度分数")

    class Meta:
        db_table = "application_memory"
        ordering = ['-relevance_score', '-create_time']

    def __str__(self):
        return f"{self.application_id} - {self.memory_type}: {self.content[:50]}"