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12
.env
12
.env
@@ -1,19 +1,19 @@
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#api key
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MODEL_API_KEY=sk-7391d759f1e4488f82c2d278b977c359
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MODEL_API_KEY=sk-trjqfqhisfwuooakphcqbacotdrfqxnohmmtxzakfpjpinrq
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#模型地址
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MODEL_BASE_URL=http://10.254.23.128:31205/v1
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MODEL_BASE_URL=https://api.siliconflow.cn/v1
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#模型名称
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MODEL_NAME=deepseek_70B
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MODEL_NAME=Qwen/Qwen3-Next-80B-A3B-Instruct
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#模型活跃度
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MODEL_TEMPERATURE=0.1
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MODEL_TEMPERATURE=0.5
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#放行host地址
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DJANGO_ALLOWED_HOSTS=192.168.237.130,127.0.0.1,10.212.26.130,192.168.31.115
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#是否开启debug模式
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DJANGO_DEBUG_ENABLE=True
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DJANGO_LOG_LEVEL=INFO
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DEFAULT_AUTH_URL = 'https://oa-pre.cyj.cn/iuap-api-auth'
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DEFAULT_GATEWAY_URL = 'https://oa-pre.cyj.cn/iuap-api-gateway '
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DEFAULT_AUTH_URL = 'https://fmis-pre.cyj.cn/iuap-api-auth'
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DEFAULT_GATEWAY_URL = 'https://fmis-pre.cyj.cn/iuap-api-gateway'
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TEMP_TENANT_ID = 'pr3rl2oj'
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#APPKEY = 'e5d615eb169944abb3a1db5bd699ca65'
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#APPSECRET = '84bb250c995c6161a97aebc2296abe558f6551ac'
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96
prompt_template.yaml
Normal file
96
prompt_template.yaml
Normal file
@@ -0,0 +1,96 @@
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template:
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#意图识别节点-系统提示词
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intent_recognition: |
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# 角色与目标
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你是一个专业的意图识别模块,是会议室预订智能体的核心决策中枢。你的唯一职责是根据用户的当前提问和聊天历史,准确判断用户的核心意图,并将其映射到指定的下游处理节点。
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# 上下文信息
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你将作为 Langgraph 工作流中的一个节点存在。你的输出(一个 JSON 对象)将直接用于决定下一步应该调用哪个功能节点(如预订会议室、查询预订等)。你的判断必须精准、高效。
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<节点名称> 必须是且仅是以下四个选项之一:
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pre_book_meeting - 当用户明确表示要预订/预约会议室时
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cancel_meeting - 当用户明确表示要取消已预订的会议室时
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query_meeting - 当用户查询已预订的会议室信息时
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unknown - 当意图不明确或超出上述三种情况时
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# 输入信息
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当前时间:<current_time>{current_time}</current_time>
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用户输入信息:<user_input>{user_input}</user_input>
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history【历史对话消息】:<history>{history}</history>
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# 输出信息
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<意图摘要> 是对该意图的简短描述(不超过50字符)
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你必须严格遵守以下 JSON 格式进行输出,不包含任何其他解释性文字或代码块标记:
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{{"node": "<节点名称>", "summary": "<意图摘要>"}}
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result_summary: |
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你是一个会议预订智能体的自然语言生成模块,用户的请求已经由系统模块处理并调用了相应的API。请阅读API返回的结构化结果数据,并将其用自然语言进行解释和总结后呈现给用户。你的任务是根据API返回的内容,输出清晰、准确、友好的反馈信息。
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用户操作可能包括查询空闲会议室、预订会议室、取消预订、查询已预订会议等
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#你需要完成的任务:
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准确解析API返回的数据结构。
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识别结果是否成功(是否有“error”字段或status不为200等)。
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如果结果成功,请用自然、简洁的方式向用户说明具体信息。
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如果结果中出现错误,请以友好、易于理解的方式提示错误信息,并可提供适当建议。
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处理结果信息时尽量“结构化解析”,避免遗漏关键信息(如时间、会议室名称、人数等)
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使用口语化中文,避免生硬术语。
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解析结果展示时候,尽量以MD格式展示。
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#用户数据:
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{user_operation}
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<data>{data}</data>
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结果展示示例:
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1.空闲会议室查询示例:
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```
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1.会议室名称: <name>
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会议室Id: <id>
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容量: <capacity>
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```
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book_meeting: |
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你是一个会议室预订智能体,负责识别用户意图并根据提供的信息自动构造相应的JSON查询或预订指令。
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当前时间:<current_time>{current_time}</current_time>
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**核心指令**:
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- 严格遵守上述信息检查和响应规则。
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- 优先处理时间合法性,特别是24:00:00的转换。
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- 会议室Id必须是长度大于15位的数字编号,可以通过会议室名称匹配上下文获取,禁止使用默认值。
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- 所有JSON输出必须严格遵循提供的模板格式,不得添加任何额外字段或说明文字。
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- 禁止对查询结果做任何假设,直接按规则执行。
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处理流程如下:
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当用户表达预订意向时:
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1. **信息检查与提取**:
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* 严格检查用户的表达中是否包含以下信息,仅作判断和提取:
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* `会议室Id` (必需,注意:[1]会议室编号是长度大于15位的数字编号,不要混淆会议室名称和编号,[2]可以根据会议室名称去上下文中去匹配会议室Id,禁止使用默认的)
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* `具体时间段` (必需,至少包含开始时间或结束时间中的一个)
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* `参会人数` (非必需,若用户未指明则默认为20)
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* `会议主题` (非必需,若会议主题不存在则用"默认主题")
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2. **时间处理规则**:
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* 如果会议具体的开始和结束时间都没有,则按规则 (4) 提示用户确认会议具体时间。
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* 如果只有开始时间,则结束时间按照时长2小时自动补齐。补齐时,需特别注意24点的合法性,例如:`2025-05-23 24:00:00` 不合法,必须转换成 `2025-05-24 00:00:00`。
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* 如果只有结束时间,则开始时间按照提前2小时自动补齐。补齐时,同样需处理跨日的情况,例如结束时间为 `2025-05-24 01:00:00`,补齐的开始时间应为 `2025-05-23 23:00:00`。
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* 时间标准格式为 `YYYY-MM-DD HH:MM:SS`。
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* 用户用户只说了上午则默认为上午9-11点,下午则默认为下午15-17点。
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3. **响应规则**:
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* (1) **无时间信息**:如果用户表达中完全没有提及任何具体的开始或结束时间,无法根据上下文推断,则按照规则构造并返回如下JSON,提示用户输入:
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```json
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{{
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"node":"END",
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"message":"请输入会议的具体开始-结束时间"
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}}
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||||
```
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* (2) **无会议室ID但有时间段**:如果用户未明确指定`会议室Id`(无论是通过ID还是名称),但`具体时间段`至少存在一个(根据规则2补齐完整后),则构造JSON直接查询会议室信息。`start_time`和`end_time`不能为空,`Region`可能是城市、区域、学校、酒店等的名称,注意从上下文中识别并提取。`capacity`参会人数未指明则默认20。禁止假设查询失败,按如下方式填充构造json查询体返回给用户:
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||||
```json
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||||
{{
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||||
"node":"query_avali_room",
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||||
"start_time":"",
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||||
"end_time":"",
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||||
"Region":"",
|
||||
"capacity":""
|
||||
}}
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||||
```
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* (3) **信息完整且确认预定**:若用户确认预定且提供了信息完整的`会议室Id`(长度大于15位的数字编号),并且`具体时间段`存在一个(根据规则2补齐完整后),则直接构造标准JSON执行预定操作。参会人数未指明则默认20,会议主题不存在则用"默认主题"。按如下方式填充构造json返回:
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```json
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||||
{{
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"room_id":"",
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"capacity":20,
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||||
"subject":"会议主题",
|
||||
"start_time":"2025-06-04 09:30:10",
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||||
"end_time":"2025-06-04 11:30:10",
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"node":"book_meeting"
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}}
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||||
```
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||||
4 .用户历史消息对话如下:
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<history>{history}</history>
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@@ -4,4 +4,6 @@ python-decouple==3.8
|
||||
APScheduler==3.11.0
|
||||
pydantic-ai==0.3.6
|
||||
gunicorn==23.0.0
|
||||
redis==6.2.0
|
||||
redis==6.2.0
|
||||
langgraph
|
||||
langchain-openai
|
||||
0
yj_room_agent/db/__init__.py
Normal file
0
yj_room_agent/db/__init__.py
Normal file
19
yj_room_agent/db/db_main.py
Normal file
19
yj_room_agent/db/db_main.py
Normal file
@@ -0,0 +1,19 @@
|
||||
from datetime import datetime
|
||||
from django.db import models
|
||||
from django.db.models import Q, CheckConstraint
|
||||
|
||||
'''
|
||||
会话表
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||||
'''
|
||||
|
||||
|
||||
class Conversation(models.Model):
|
||||
id = models.CharField(max_length=100, primary_key=True)
|
||||
create_time = models.DateTimeField(default=datetime.now())
|
||||
content = models.TextField(null=False)
|
||||
user_id = models.CharField(max_length=100, null=False)
|
||||
cvs_id = models.CharField(max_length=100, null=False)
|
||||
role = models.CharField(max_length=100, null=False)
|
||||
meta = models.TextField(null=True)
|
||||
class Meta:
|
||||
db_table = 'db_conversation'
|
||||
77
yj_room_agent/db/snow_id.py
Normal file
77
yj_room_agent/db/snow_id.py
Normal file
@@ -0,0 +1,77 @@
|
||||
import time
|
||||
import threading
|
||||
|
||||
|
||||
class Snowflake:
|
||||
def __init__(self, worker_id, datacenter_id):
|
||||
# 初始化起始时间(2020-01-01)
|
||||
self.epoch = 1577836800000
|
||||
|
||||
# 结构配置
|
||||
self.worker_id_bits = 5
|
||||
self.datacenter_id_bits = 5
|
||||
self.sequence_bits = 12
|
||||
|
||||
# 最大值计算
|
||||
self.max_worker_id = -1 ^ (-1 << self.worker_id_bits)
|
||||
self.max_datacenter_id = -1 ^ (-1 << self.datacenter_id_bits)
|
||||
|
||||
# 移位偏移量
|
||||
self.worker_id_shift = self.sequence_bits
|
||||
self.datacenter_id_shift = self.sequence_bits + self.worker_id_bits
|
||||
self.timestamp_shift = self.sequence_bits + self.worker_id_bits + self.datacenter_id_bits
|
||||
|
||||
# 序列号掩码
|
||||
self.sequence_mask = -1 ^ (-1 << self.sequence_bits)
|
||||
|
||||
# 参数校验
|
||||
if worker_id > self.max_worker_id or worker_id < 0:
|
||||
raise ValueError(f"Worker ID需在0~{self.max_worker_id}之间")
|
||||
if datacenter_id > self.max_datacenter_id or datacenter_id < 0:
|
||||
raise ValueError(f"Datacenter ID需在0~{self.max_datacenter_id}之间")
|
||||
|
||||
self.worker_id = worker_id
|
||||
self.datacenter_id = datacenter_id
|
||||
self.sequence = 0
|
||||
self.last_timestamp = -1
|
||||
self.lock = threading.Lock()
|
||||
|
||||
def _current_time(self):
|
||||
"""获取当前毫秒时间戳"""
|
||||
return int(time.time() * 1000)
|
||||
|
||||
def _wait_next_millis(self, last_timestamp):
|
||||
"""等待至下一毫秒"""
|
||||
timestamp = self._current_time()
|
||||
while timestamp <= last_timestamp:
|
||||
time.sleep(0.001)
|
||||
timestamp = self._current_time()
|
||||
return timestamp
|
||||
|
||||
def generate_id(self):
|
||||
with self.lock:
|
||||
timestamp = self._current_time()
|
||||
|
||||
# 时钟回拨检测
|
||||
if timestamp < self.last_timestamp:
|
||||
raise ValueError(f"时钟回拨异常!时间差:{self.last_timestamp - timestamp}ms")
|
||||
|
||||
# 同一毫秒序列号递增
|
||||
if timestamp == self.last_timestamp:
|
||||
self.sequence = (self.sequence + 1) & self.sequence_mask
|
||||
if self.sequence == 0:
|
||||
timestamp = self._wait_next_millis(self.last_timestamp)
|
||||
else:
|
||||
self.sequence = 0
|
||||
|
||||
self.last_timestamp = timestamp
|
||||
|
||||
return ((timestamp - self.epoch) << self.timestamp_shift) | \
|
||||
(self.datacenter_id << self.datacenter_id_shift) | \
|
||||
(self.worker_id << self.worker_id_shift) | \
|
||||
self.sequence
|
||||
|
||||
id_generator = Snowflake(worker_id=1, datacenter_id=1)
|
||||
def next_id():
|
||||
return id_generator.generate_id()
|
||||
|
||||
0
yj_room_agent/graph/__init__.py
Normal file
0
yj_room_agent/graph/__init__.py
Normal file
268
yj_room_agent/graph/room_meeting_graph_agent.py
Normal file
268
yj_room_agent/graph/room_meeting_graph_agent.py
Normal file
@@ -0,0 +1,268 @@
|
||||
import orjson
|
||||
from decouple import config
|
||||
from datetime import datetime
|
||||
from langchain_openai import ChatOpenAI
|
||||
from typing import TypedDict, Annotated, List, Optional, Union
|
||||
import logging, json
|
||||
from yj_room_agent.db import snow_id, db_main
|
||||
from yj_room_agent.template import template
|
||||
from yj_room_agent.tools import json_tools, getinfo, params_filter
|
||||
from langgraph.graph import StateGraph, END, START
|
||||
from langgraph.checkpoint.memory import MemorySaver
|
||||
from yj_room_agent.temp_history import msg_history
|
||||
|
||||
DEFAULT_QUERY_SIZE = config('DEFAULT_QUERY_SIZE', cast=int, default=30)
|
||||
room_llm = ChatOpenAI(
|
||||
model=config('MODEL_NAME', default=''),
|
||||
base_url=config('MODEL_BASE_URL', default=''),
|
||||
temperature=config('MODEL_TEMPERATURE', default=0.5, cast=float),
|
||||
max_tokens=8000,
|
||||
max_retries=2,
|
||||
api_key=config('MODEL_API_KEY', default='empty'),
|
||||
)
|
||||
logger = logging.getLogger('django')
|
||||
|
||||
|
||||
def parse_time(time_str: str) -> int:
|
||||
try:
|
||||
timestamp = datetime.strptime(time_str, "%Y-%m-%d %H:%M:%S").timestamp()
|
||||
return int(timestamp * 1000)
|
||||
except Exception as ee:
|
||||
print("解析时间错误:" + str(ee.with_traceback()))
|
||||
return int(datetime.now().timestamp() * 1000)
|
||||
|
||||
|
||||
class RoomChatAgentState(TypedDict):
|
||||
user_query: str
|
||||
conversation_id: str
|
||||
user_id: str
|
||||
params: dict
|
||||
history: Optional[list]
|
||||
# 用户意图
|
||||
user_intention: Optional[dict]
|
||||
user_intention_error: Optional[str]
|
||||
|
||||
# 上一个执行节点
|
||||
last_node: Optional[str]
|
||||
result_summary: Optional[str]
|
||||
result_error: Optional[str]
|
||||
|
||||
# data_数据
|
||||
query_meeting_data: Optional[dict | str]
|
||||
pre_book_meeting_data: Optional[dict | str]
|
||||
book_meeting_data: Optional[dict | str]
|
||||
cancel_meeting_data: Optional[dict | str]
|
||||
avli_room_data: Optional[dict | str | list]
|
||||
|
||||
|
||||
'''
|
||||
用户意图识别节点
|
||||
'''
|
||||
|
||||
|
||||
def intent_recognition_node(state: RoomChatAgentState) -> dict:
|
||||
logger.info(
|
||||
f"user:{state.get('user_id', '1')} ---------------进入 intent_recognition_node(意图识别) 节点---------------")
|
||||
user_query = state.get('user_query', '')
|
||||
history = state.get('history', [])
|
||||
user_id = state.get('user_id', '')
|
||||
msg_history.add_msg(state.get('conversation_id', ''), 'user', user_query)
|
||||
xx_template = template.get_base_template()
|
||||
sys_template = xx_template['template']['intent_recognition']
|
||||
sys_template = sys_template.format(history=history, user_input=user_query,
|
||||
current_time=datetime.now().strftime('%Y-%m-%d %H:%M:%S'))
|
||||
resp = room_llm.invoke(sys_template).text()
|
||||
logger.info(f"user:{user_id} intent_recognition_node(意图识别) 节点返回结果:{resp}")
|
||||
resp = json_tools.extract_nested_json(resp)
|
||||
result = orjson.loads(resp)
|
||||
if result is None or type(result) is not dict:
|
||||
logger.error(f"user:{user_id} intent_recognition_node(意图识别) 节点返回结果:{resp} 解析失败")
|
||||
return {'user_intention': None,
|
||||
'user_intention_error': f"user:{user_id} intent_recognition_node(意图识别) 节点返回结果:{resp} 解析失败"}
|
||||
return {'user_intention': result}
|
||||
|
||||
|
||||
def intent_recognition_node_handler(state: RoomChatAgentState) -> str:
|
||||
user_intention = state.get('user_intention', {})
|
||||
conversation_id = state.get('conversation_id', '')
|
||||
if user_intention is None:
|
||||
msg_history.add_msg(conversation_id, 'assistant', '识别用户意图识别失败')
|
||||
return END
|
||||
node = user_intention.get('node', '')
|
||||
if node == '' or node == 'unknown':
|
||||
logger.error(f"user:{state.get('user_id', '1')} 未知意图:{user_intention}")
|
||||
msg_history.add_msg(conversation_id, 'assistant', user_intention.get('summary', ''))
|
||||
return END
|
||||
return node
|
||||
|
||||
|
||||
# 预约会议,需要判断历史消息或者用户输入,判断是否有会议室号,如果有,则预约会议,如果没有,触发查询空闲会议室
|
||||
def pre_book_meeting_node(state: RoomChatAgentState) -> dict:
|
||||
logger.info(f"user:{state.get('user_id', '1')} ---------------进入 pre_book_meeting_node(预约会议) 节点-")
|
||||
user_query = state.get('user_query', '')
|
||||
history = state.get('history', [])
|
||||
user_id = state.get('user_id', '')
|
||||
xx_template = template.get_base_template()
|
||||
sys_template = xx_template['template']['book_meeting']
|
||||
sys_template = sys_template.format(history=history, current_time=datetime.now().strftime('%Y-%m-%d %H:%M:%S'))
|
||||
resp = room_llm.invoke(
|
||||
[{'role': 'system', 'content': sys_template}, {'role': 'user', 'content': user_query}]).text()
|
||||
resp = json_tools.extract_nested_json(resp)
|
||||
result = orjson.loads(resp)
|
||||
logger.info(f"user:{user_id} book_meeting_node(预约会议) 节点返回结果:{resp}")
|
||||
return {'pre_book_meeting_data': result}
|
||||
|
||||
|
||||
def pre_book_meeting_node_handler(state: RoomChatAgentState) -> str:
|
||||
user_intention = state.get('pre_book_meeting_data', {})
|
||||
if user_intention is None:
|
||||
return END
|
||||
node = user_intention.get('node', '')
|
||||
if node == 'END':
|
||||
logger.error(f"user:{state.get('user_id', '1')} 提取预约会议数据失败:{user_intention}")
|
||||
msg_history.add_msg(state.get('conversation_id', ''), 'assistant', user_intention.get('message', ''))
|
||||
return END
|
||||
return node
|
||||
|
||||
|
||||
# 查询空闲会议室,需要判断历史消息或者用户输入,查询空闲会议室,返回结果
|
||||
def query_avliable_meeting_room_node(state: RoomChatAgentState) -> dict:
|
||||
param = state.get('params', {})
|
||||
pre_data = state.get('pre_book_meeting_data', {})
|
||||
param['startTimeStr'] = pre_data.get('start_time', '')
|
||||
param['endTimeStr'] = pre_data.get('end_time', '')
|
||||
param['pageNum'] = 1
|
||||
param['pageSize'] = DEFAULT_QUERY_SIZE
|
||||
content = getinfo.query_avali_meetinroom(param)
|
||||
list = content['data'].get('list', [])
|
||||
result = params_filter.filter_meetingroom(list)
|
||||
logger.info(" filter data: {0}".format(result))
|
||||
result = params_filter.filter_params(result, "query_meeting_room")
|
||||
|
||||
logger.debug("query_room_info result => {0}".format(result))
|
||||
# 字典中只要key存在,哪怕对应的value是'',也能取出来空字符串 data.get('capacity', 0)可能是空字符串
|
||||
capacity = pre_data.get('capacity', 0)
|
||||
capacity_limit = int(capacity) if capacity not in [None, ''] else 0
|
||||
logger.info("capacity limit {0} {1}".format(capacity_limit, type(capacity_limit)))
|
||||
new_list = []
|
||||
if pre_data.get('Region') and pre_data.get('Region') != 'None':
|
||||
region = pre_data.get('Region')
|
||||
for b in result:
|
||||
logger.info("b.capacity {0} {1}".format(b.get('capacity', 0), type(b.get('capacity', 0))))
|
||||
if ((region in b.get('name', 'default') or region in b.get('typeName', 'default')) and b.get('capacity',
|
||||
0) >= capacity_limit):
|
||||
new_list.append(b)
|
||||
else:
|
||||
for b in result:
|
||||
if b.get('capacity', 0) >= capacity_limit:
|
||||
new_list.append(b)
|
||||
return {'avli_room_data': new_list, 'last_node': 'query_avali_room'}
|
||||
|
||||
|
||||
def book_meeting_node(state: RoomChatAgentState) -> dict:
|
||||
logger.info(f"user:{state.get('user_id', '1')} ---------------进入 book_meeting_node(预订会议) 节点-")
|
||||
data = state.get('pre_book_meeting_data', {})
|
||||
params = state.get('params', {})
|
||||
result=None
|
||||
try:
|
||||
new_data = {
|
||||
"subject": data.get('subject', '系统默认主题'),
|
||||
"meetingRoomId": data["room_id"],
|
||||
"meetingRoomName": "会议室名称",
|
||||
"meetingDateTimeStamp": parse_time(data["start_time"]),
|
||||
"startDateTimeStamp": parse_time(data["start_time"]),
|
||||
"endDateTimeStamp": parse_time(data["end_time"]),
|
||||
"meetingPersonYhtUserIds": [
|
||||
|
||||
],
|
||||
"meetingPersonAmount": data.get('capacity', 0),
|
||||
"remindArray": [
|
||||
15
|
||||
],
|
||||
"content": "会议内容",
|
||||
"isSendMail": True,
|
||||
"isSendMsg": True
|
||||
}
|
||||
result=getinfo.book_meeting(params, new_data)
|
||||
data = result.get('data', {})
|
||||
start_time = data.get('startTime', None)
|
||||
end_time = data.get('endTime', None)
|
||||
del data['startDateTime']
|
||||
del data['endDateTime']
|
||||
del data['meetingDateTime']
|
||||
if start_time:
|
||||
st = params_filter.parse_timestamp_to_str(start_time)
|
||||
data['startTime'] = st
|
||||
if end_time:
|
||||
end = params_filter.parse_timestamp_to_str(end_time)
|
||||
data['endTime'] = end
|
||||
result['data'] = data
|
||||
except Exception as e:
|
||||
logger.error(f"user:{state.get('user_id', '1')} 预订会议失败:{e}")
|
||||
result={"code":"500","message":f"预订会议失败,原因:{e}"}
|
||||
return {'last_node': 'book_meeting', 'book_meeting_data': result}
|
||||
|
||||
|
||||
# 取消会议室,需要判断历史消息或者用户输入,判断是否有会议室号,如果有,则取消会议,如果没有,触发查询已预订会议
|
||||
def cancel_meeting_node(state: RoomChatAgentState) -> dict:
|
||||
logger.info(f"user:{state.get('user_id', '1')} ---------------进入 cancel_meeting_node(取消会议) 节点-")
|
||||
return {}
|
||||
|
||||
|
||||
# 查询已预订会议,需要判断历史消息或者用户输入,查询已预订会议,返回结果
|
||||
def query_meeting_node(state: RoomChatAgentState) -> dict:
|
||||
logger.info(f"user:{state.get('user_id', '1')} ---------------进入 query_meeting_node(查询已预订会议) 节点-")
|
||||
param = state.get('params', {})
|
||||
# 示例数据,后面替换用友查询接口数据
|
||||
meeting_room = getinfo.query_meetingbooking_info(param)
|
||||
result = params_filter.filter_state(meeting_room)
|
||||
return {'query_meeting_data': result, 'last_node': 'query_meeting'}
|
||||
|
||||
|
||||
# 结果汇总节点,根据上一个节点的返回结果,生成结果汇总模板,返回结果,结束会话
|
||||
def _result_summary_node(state: RoomChatAgentState) -> dict:
|
||||
logger.info(f"user:{state.get('user_id', '1')} ---------------进入 _result_summary_node(结果汇总) 节点-")
|
||||
last_node = state.get('last_node', '')
|
||||
node_msg = ''
|
||||
data = None
|
||||
if last_node == 'book_meeting':
|
||||
node_msg = '用户调用APi预订会议数据如下:'
|
||||
data = state.get('book_meeting_data', None)
|
||||
if last_node == 'cancel_meeting':
|
||||
node_msg = '用户调用APi取消会议结果如下:'
|
||||
data = state.get('cancel_meeting_data', None)
|
||||
if last_node == 'query_meeting':
|
||||
node_msg = '用户调用APi查询已预订会议结果如下:'
|
||||
data = state.get('query_meeting_data', None)
|
||||
if last_node == 'query_avali_room':
|
||||
node_msg = '用户调用APi查询空闲会议室结果如下:'
|
||||
data = state.get('avli_room_data', None)
|
||||
template_msg = template.get_base_template()
|
||||
result_summary = template_msg['template']['result_summary']
|
||||
result_summary = result_summary.format(user_operation=node_msg, data=data)
|
||||
logger.info(f"大模型汇总结果模板:{result_summary}")
|
||||
resp = room_llm.invoke(result_summary).text()
|
||||
msg_history.add_msg(state.get('conversation_id', ''), 'assistant', resp)
|
||||
return {'result_summary': resp}
|
||||
|
||||
|
||||
workflow = StateGraph(RoomChatAgentState)
|
||||
workflow.add_node("_intent_recognition", intent_recognition_node)
|
||||
workflow.add_node("pre_book_meeting", pre_book_meeting_node)
|
||||
workflow.add_node("book_meeting", book_meeting_node)
|
||||
workflow.add_node("query_avali_room", query_avliable_meeting_room_node)
|
||||
workflow.add_node("cancel_meeting", cancel_meeting_node)
|
||||
workflow.add_node("query_meeting", query_meeting_node)
|
||||
workflow.add_node("_result_summary", _result_summary_node)
|
||||
workflow.add_edge(START, "_intent_recognition")
|
||||
workflow.add_conditional_edges('_intent_recognition', intent_recognition_node_handler,
|
||||
[END, 'pre_book_meeting', 'cancel_meeting', 'query_meeting'])
|
||||
workflow.add_conditional_edges("pre_book_meeting", pre_book_meeting_node_handler,
|
||||
[END, 'book_meeting', 'query_avali_room'])
|
||||
workflow.add_edge("_result_summary", END)
|
||||
workflow.add_edge("cancel_meeting", END)
|
||||
workflow.add_edge("query_meeting", '_result_summary')
|
||||
workflow.add_edge("book_meeting", '_result_summary')
|
||||
workflow.add_edge("query_avali_room", '_result_summary')
|
||||
memory = MemorySaver()
|
||||
room_chat_agent = workflow.compile(checkpointer=memory)
|
||||
0
yj_room_agent/temp_history/__init__.py
Normal file
0
yj_room_agent/temp_history/__init__.py
Normal file
20
yj_room_agent/temp_history/msg_history.py
Normal file
20
yj_room_agent/temp_history/msg_history.py
Normal file
@@ -0,0 +1,20 @@
|
||||
'''
|
||||
仅用于测试验证使用,后期历史消息还是在数据库中保存
|
||||
'''
|
||||
|
||||
cache = {}
|
||||
|
||||
|
||||
def add_msg(conversation_id, role, msg):
|
||||
if conversation_id not in cache:
|
||||
ms = {'role': role, 'content': msg}
|
||||
cache[conversation_id] = [ms]
|
||||
else:
|
||||
cache[conversation_id].append({'role': role, 'content': msg})
|
||||
print(cache[conversation_id])
|
||||
|
||||
def get_msg(conversation_id):
|
||||
if conversation_id in cache:
|
||||
return cache[conversation_id]
|
||||
else:
|
||||
return []
|
||||
0
yj_room_agent/template/__init__.py
Normal file
0
yj_room_agent/template/__init__.py
Normal file
15
yj_room_agent/template/template.py
Normal file
15
yj_room_agent/template/template.py
Normal file
@@ -0,0 +1,15 @@
|
||||
import yaml
|
||||
|
||||
base_template = None
|
||||
|
||||
|
||||
def load():
|
||||
with open('./prompt_template.yaml', 'r', encoding='utf-8') as f:
|
||||
global base_template
|
||||
base_template = yaml.load(f, Loader=yaml.SafeLoader)
|
||||
|
||||
|
||||
def get_base_template():
|
||||
if not base_template:
|
||||
load()
|
||||
return base_template
|
||||
@@ -210,6 +210,8 @@ def query_meetingroom(params: dict):
|
||||
logger.info("request url => {0}".format(request_url))
|
||||
if not params.get("pageSize", None):
|
||||
params['pageSize'] = page_size
|
||||
token=get_access_token(tenant_id)
|
||||
params['access_token'] = token
|
||||
logger.debug("query_meetingroom params => {0}".format(params))
|
||||
respones = requests.get(url=request_url, params=params,
|
||||
headers=header,verify=False)
|
||||
@@ -237,6 +239,8 @@ def query_avali_meetinroom(params: dict):
|
||||
logger.info("request url => {0}".format(request_url))
|
||||
if not params.get("pageSize", None):
|
||||
params['pageSize'] = page_size
|
||||
acc_token=get_access_token(tenant_id)
|
||||
params['access_token'] = acc_token
|
||||
logger.debug("query_avali_meetingroom params => {0}".format(params))
|
||||
respones = requests.get(url=request_url, params=params,
|
||||
headers=header, verify=False)
|
||||
@@ -266,6 +270,8 @@ def query_meetingbooking_info(params: dict):
|
||||
logger.info("request url => {0}".format(request_url))
|
||||
if not params.get("pageSize",None):
|
||||
params['pageSize'] = page_size
|
||||
ac=get_access_token(tenant_id)
|
||||
params['access_token'] = ac
|
||||
logger.info("now page size => {0}".format(params['pageSize']))
|
||||
logger.debug("query_meetingbooking_info params => {0}".format(params))
|
||||
respones = requests.get(url=request_url, params=params,
|
||||
@@ -296,6 +302,8 @@ def book_meeting(params: dict, data: dict):
|
||||
request_url = gateway_url + BOOKMEETING
|
||||
logger.debug("request url => {0}".format(request_url))
|
||||
logger.debug("book_meeting params => {0}".format(params))
|
||||
acc=get_access_token(tenant_id)
|
||||
params['access_token'] = acc
|
||||
respones = requests.post(url=request_url, params=params,
|
||||
headers=header, data=json.dumps(data),verify=False)
|
||||
logger.info("book meeting respones => {0}".format(respones.text))
|
||||
|
||||
31
yj_room_agent/tools/json_tools.py
Normal file
31
yj_room_agent/tools/json_tools.py
Normal file
@@ -0,0 +1,31 @@
|
||||
import orjson
|
||||
import logging
|
||||
|
||||
logger = logging.getLogger('django')
|
||||
|
||||
def extract_nested_json(text):
|
||||
stack = []
|
||||
start_index = -1
|
||||
results = []
|
||||
if not text:
|
||||
logger.warning("extract_nested_json: text is empty")
|
||||
for i, char in enumerate(text):
|
||||
if char in '{[':
|
||||
if not stack: # 记录起始位置
|
||||
start_index = i
|
||||
stack.append(char)
|
||||
elif char in '}]':
|
||||
if stack and ((char == '}' and stack[-1] == '{') or (char == ']' and stack[-1] == '[')):
|
||||
stack.pop()
|
||||
if not stack: # 栈空时截取完整JSON
|
||||
json_str = text[start_index:i + 1]
|
||||
try:
|
||||
orjson.loads(json_str) # 验证有效性
|
||||
results.append(json_str)
|
||||
except:
|
||||
pass
|
||||
else:
|
||||
stack = [] # 括号不匹配则重置
|
||||
if len(results) > 0 and results[0]:
|
||||
return results[0]
|
||||
return None
|
||||
@@ -35,7 +35,7 @@ def filter_params(data, endpoint_name):
|
||||
'''
|
||||
def filter_state(content: dict):
|
||||
filtered_data = []
|
||||
for room in content['data']:
|
||||
for room in content.get('data',[]):
|
||||
filtered_meetings = [meeting for meeting in room['meetingDTOList'] if meeting['state'] in [0, 1]]
|
||||
|
||||
if filtered_meetings: # 只保留有会议的会议室
|
||||
|
||||
@@ -16,18 +16,19 @@ Including another URLconf
|
||||
"""
|
||||
from django.contrib import admin
|
||||
from django.urls import path
|
||||
from yj_room_agent import views
|
||||
from yj_room_agent import views
|
||||
|
||||
urlpatterns = [
|
||||
path('admin/', admin.site.urls),
|
||||
path('test/', views.hello, name='hello'),
|
||||
path('book_room/', views.room_chat, name='room_chat'),
|
||||
path('book_room_2/', views.room_chat_2, name='room_chat_2'),
|
||||
path('getMeetingType/', views.query_meeting_type),
|
||||
path('getMeeting/', views.query_meeting),
|
||||
path('getMeetingBookingDetails/', views.query_meetingooking_info),
|
||||
path('bookMeeting/', views.book_meeting),
|
||||
path('cancelMeeting/', views.cancel_meeting),
|
||||
path('editMeeting/',views.edit_meeting),
|
||||
path('editMeeting/', views.edit_meeting),
|
||||
path('yj-agent-api/tianyi_chatbot', views.tian_yi_chat_bot, name='tianyi_chatbot'),
|
||||
|
||||
]
|
||||
|
||||
@@ -5,10 +5,14 @@ from django.views.decorators.http import require_POST
|
||||
import json
|
||||
import requests
|
||||
from .tools import getinfo
|
||||
from .tianyi_ai import knowledge_chat
|
||||
|
||||
from .tianyi_ai import knowledge_chat
|
||||
from yj_room_agent.graph.room_meeting_graph_agent import RoomChatAgentState, room_chat_agent
|
||||
import uuid
|
||||
from yj_room_agent.temp_history import msg_history
|
||||
def hello(request):
|
||||
return JsonResponse({'msg': 'ok'})
|
||||
|
||||
|
||||
def query_meeting_type(request):
|
||||
"""
|
||||
query_params:
|
||||
@@ -31,11 +35,12 @@ def query_meeting_type(request):
|
||||
|
||||
result = getinfo.query_meetingroom_type(params)
|
||||
content = json.loads(json.dumps(result))
|
||||
print("room type :",content)
|
||||
print("room type :", content)
|
||||
return JsonResponse(content)
|
||||
except Exception as ex:
|
||||
return JsonResponse(str(ex))
|
||||
|
||||
|
||||
def query_meeting(request):
|
||||
"""
|
||||
query_params:
|
||||
@@ -60,7 +65,7 @@ def query_meeting(request):
|
||||
|
||||
result = getinfo.query_meetingroom(params)
|
||||
content = json.loads(json.dumps(result))
|
||||
print("content :",content)
|
||||
print("content :", content)
|
||||
return JsonResponse(content)
|
||||
except Exception as ex:
|
||||
return JsonResponse(str(ex))
|
||||
@@ -93,16 +98,15 @@ def query_meetingooking_info(request):
|
||||
params['access_token'] = access_token
|
||||
print("params is -----", params)
|
||||
result = getinfo.query_meetingbooking_info(params)
|
||||
print("params is -----",params)
|
||||
print("params is -----", params)
|
||||
result = params_filter.filter_state(result)
|
||||
content = json.loads(json.dumps(result))
|
||||
print("content is ------------------ :",content)
|
||||
print("content is ------------------ :", content)
|
||||
return JsonResponse(content)
|
||||
except Exception as ex:
|
||||
return JsonResponse(str(ex))
|
||||
|
||||
|
||||
|
||||
def book_meeting(request):
|
||||
"""
|
||||
data{
|
||||
@@ -130,7 +134,7 @@ def book_meeting(request):
|
||||
params = request.GET.dict()
|
||||
|
||||
yht_token = ((request.META.get('HTTP_YHT_ACCESS_TOKEN', None))
|
||||
or request.headers.get('yht_access_token', None))
|
||||
or request.headers.get('yht_access_token', None))
|
||||
print("yht is {0}".format(yht_token))
|
||||
if yht_token:
|
||||
params['yht_access_token'] = yht_token
|
||||
@@ -152,6 +156,7 @@ def book_meeting(request):
|
||||
except Exception as ex:
|
||||
return JsonResponse(str(ex))
|
||||
|
||||
|
||||
def edit_meeting(request):
|
||||
"""
|
||||
:params:
|
||||
@@ -175,7 +180,7 @@ def edit_meeting(request):
|
||||
|
||||
params = request.GET.dict()
|
||||
yht_token = ((request.META.get('HTTP_YHT_ACCESS_TOKEN', None))
|
||||
or request.headers.get('yht_access_token', None))
|
||||
or request.headers.get('yht_access_token', None))
|
||||
print("yht is {0}".format(yht_token))
|
||||
if yht_token:
|
||||
params['yht_access_token'] = yht_token
|
||||
@@ -189,7 +194,7 @@ def edit_meeting(request):
|
||||
access_token = getinfo.get_access_token(tenant_id)
|
||||
params['access_token'] = access_token
|
||||
|
||||
result = getinfo.edit_meeting_info(params,data)
|
||||
result = getinfo.edit_meeting_info(params, data)
|
||||
content = json.loads(json.dumps(result))
|
||||
print("content :", content)
|
||||
return JsonResponse(content)
|
||||
@@ -227,7 +232,6 @@ def cancel_meeting(request):
|
||||
return JsonResponse(str(ex))
|
||||
|
||||
|
||||
|
||||
@require_POST
|
||||
def room_chat(request):
|
||||
params = request.GET.dict()
|
||||
@@ -244,13 +248,38 @@ def room_chat(request):
|
||||
return JsonResponse(resp)
|
||||
|
||||
|
||||
@require_POST
|
||||
def room_chat_2(request):
|
||||
params = request.GET.dict()
|
||||
yht_token = ((request.META.get('HTTP_YHT_ACCESS_TOKEN', None))
|
||||
or request.headers.get('yht_access_token', None))
|
||||
if yht_token:
|
||||
params['yht_access_token'] = yht_token
|
||||
if not yht_token:
|
||||
ckk = request.COOKIES
|
||||
params['yht_access_token'] = ckk.get('yht_access_token', None)
|
||||
body = json.loads(request.body)
|
||||
history = msg_history.get_msg(conversation_id=body['covers_id'])
|
||||
config = {"configurable": {"thread_id": str(uuid.uuid4())}}
|
||||
state: RoomChatAgentState = {
|
||||
'params': params,
|
||||
'user_query': body['user_query'],
|
||||
'user_id': body['user_id'],
|
||||
'history': history,
|
||||
'conversation_id': body['covers_id'],
|
||||
}
|
||||
resp = room_chat_agent.invoke(state,config=config)
|
||||
return JsonResponse(resp)
|
||||
|
||||
|
||||
@require_POST
|
||||
def tian_yi_chat_bot(request):
|
||||
data = json.loads(request.body)
|
||||
user_query = data.get('user_query')
|
||||
session_id = data.get('session_id')
|
||||
if not user_query:
|
||||
return JsonResponse(data={'message':'user_query 不能为空'},status=400)
|
||||
return JsonResponse(data={'message': 'user_query 不能为空'}, status=400)
|
||||
if not session_id:
|
||||
return JsonResponse(data={'message': 'session_id 不能为空'},status=400)
|
||||
return StreamingHttpResponse(knowledge_chat.do_chat_with_bot(user_query,session_id),content_type='text/html; charset=utf-8')
|
||||
return JsonResponse(data={'message': 'session_id 不能为空'}, status=400)
|
||||
return StreamingHttpResponse(knowledge_chat.do_chat_with_bot(user_query, session_id),
|
||||
content_type='text/html; charset=utf-8')
|
||||
|
||||
Reference in New Issue
Block a user