mirror of
https://github.com/1Panel-dev/MaxKB.git
synced 2025-12-26 10:12:51 +00:00
110 lines
4.9 KiB
Python
110 lines
4.9 KiB
Python
# coding=utf-8
|
||
"""
|
||
@project: MaxKB
|
||
@Author：虎虎
|
||
@file： application_chat_log.py
|
||
@date：2025/5/29 17:12
|
||
@desc:
|
||
"""
|
||
import uuid_utils.compat as uuid
|
||
from django.contrib.postgres.fields import ArrayField
|
||
from django.db import models
|
||
from django.utils.translation import gettext_lazy as _
|
||
from langchain_core.messages import HumanMessage, AIMessage
|
||
|
||
from application.models import Application
|
||
from common.encoder.encoder import SystemEncoder
|
||
from common.mixins.app_model_mixin import AppModelMixin
|
||
|
||
|
||
class ChatUserType(models.TextChoices):
|
||
ANONYMOUS_USER = "ANONYMOUS_USER", '匿名用户'
|
||
CHAT_USER = "CHAT_USER", "对话用户"
|
||
SYSTEM_API_KEY = "SYSTEM_API_KEY", "系统API_KEY"
|
||
APPLICATION_API_KEY = "APPLICATION_API_KEY", "应用API_KEY"
|
||
PLATFORM_USER = "PLATFORM_USER", "平台用户"
|
||
|
||
|
||
def default_asker():
|
||
return {'user_name': '游客'}
|
||
|
||
|
||
class Chat(AppModelMixin):
|
||
id = models.UUIDField(primary_key=True, max_length=128, default=uuid.uuid7, editable=False, verbose_name="主键id")
|
||
application = models.ForeignKey(Application, on_delete=models.CASCADE)
|
||
abstract = models.CharField(max_length=1024, verbose_name="摘要")
|
||
chat_user_id = models.CharField(verbose_name="对话用户id", default=None, null=True)
|
||
chat_user_type = models.CharField(max_length=64, verbose_name="客户端类型", choices=ChatUserType.choices,
|
||
default=ChatUserType.ANONYMOUS_USER)
|
||
is_deleted = models.BooleanField(verbose_name="逻辑删除", default=False)
|
||
asker = models.JSONField(verbose_name="访问者", default=default_asker, encoder=SystemEncoder)
|
||
meta = models.JSONField(verbose_name="元数据", default=dict)
|
||
|
||
class Meta:
|
||
db_table = "application_chat"
|
||
|
||
|
||
class VoteChoices(models.TextChoices):
|
||
"""订单类型"""
|
||
UN_VOTE = "-1", '未投票'
|
||
STAR = "0", '赞同'
|
||
TRAMPLE = "1", '反对'
|
||
|
||
|
||
class ChatRecord(AppModelMixin):
|
||
"""
|
||
对话日志 详情
|
||
"""
|
||
id = models.UUIDField(primary_key=True, max_length=128, default=uuid.uuid7, editable=False, verbose_name="主键id")
|
||
chat = models.ForeignKey(Chat, on_delete=models.CASCADE)
|
||
vote_status = models.CharField(verbose_name='投票', max_length=10, choices=VoteChoices.choices,
|
||
default=VoteChoices.UN_VOTE)
|
||
problem_text = models.CharField(max_length=10240, verbose_name="问题")
|
||
answer_text = models.CharField(max_length=40960, verbose_name="答案")
|
||
answer_text_list = ArrayField(verbose_name="改进标注列表",
|
||
base_field=models.JSONField()
|
||
, default=list)
|
||
message_tokens = models.IntegerField(verbose_name="请求token数量", default=0)
|
||
answer_tokens = models.IntegerField(verbose_name="响应token数量", default=0)
|
||
const = models.IntegerField(verbose_name="总费用", default=0)
|
||
details = models.JSONField(verbose_name="对话详情", default=dict, encoder=SystemEncoder)
|
||
improve_paragraph_id_list = ArrayField(verbose_name="改进标注列表",
|
||
base_field=models.UUIDField(max_length=128, blank=True)
|
||
, default=list)
|
||
run_time = models.FloatField(verbose_name="运行时长", default=0)
|
||
index = models.IntegerField(verbose_name="对话下标")
|
||
|
||
def get_human_message(self):
|
||
if 'problem_padding' in self.details:
|
||
return HumanMessage(content=self.details.get('problem_padding').get('padding_problem_text'))
|
||
return HumanMessage(content=self.problem_text)
|
||
|
||
def get_ai_message(self):
|
||
answer_text = self.answer_text
|
||
if answer_text is None or len(str(answer_text).strip()) == 0:
|
||
answer_text = _(
|
||
'Sorry, no relevant content was found. Please re-describe your problem or provide more information. ')
|
||
return AIMessage(content=answer_text)
|
||
|
||
def get_node_details_runtime_node_id(self, runtime_node_id):
|
||
return self.details.get(runtime_node_id, None)
|
||
|
||
class Meta:
|
||
db_table = "application_chat_record"
|
||
|
||
|
||
class ApplicationChatUserStats(AppModelMixin):
|
||
id = models.UUIDField(primary_key=True, max_length=128, default=uuid.uuid7, editable=False, verbose_name="主键id")
|
||
chat_user_id = models.UUIDField(max_length=128, default=uuid.uuid7, verbose_name="对话用户id")
|
||
chat_user_type = models.CharField(max_length=64, verbose_name="对话用户类型", choices=ChatUserType.choices,
|
||
default=ChatUserType.ANONYMOUS_USER)
|
||
application = models.ForeignKey(Application, on_delete=models.CASCADE, verbose_name="应用id")
|
||
access_num = models.IntegerField(default=0, verbose_name="访问总次数次数")
|
||
intraday_access_num = models.IntegerField(default=0, verbose_name="当日访问次数")
|
||
|
||
class Meta:
|
||
db_table = "application_chat_user_stats"
|
||
indexes = [
|
||
models.Index(fields=['application_id', 'chat_user_id']),
|
||
]
|