mirror of
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feat: 应用创建支持工作流
This commit is contained in:
shaohuzhang1
parent
88c97588db
commit
53c7454196
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@ -0,0 +1,845 @@
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|
||||
"condition": "and",
|
||||
"conditions": [
|
||||
{
|
||||
"field": [
|
||||
"e781559d-e54b-45d8-bcea-d2d426fd58a3",
|
||||
"answer"
|
||||
],
|
||||
"value": "售前咨询",
|
||||
"compare": "contain"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": "5048",
|
||||
"type": "ELSE IF 2",
|
||||
"condition": "and",
|
||||
"conditions": [
|
||||
{
|
||||
"field": [
|
||||
"e781559d-e54b-45d8-bcea-d2d426fd58a3",
|
||||
"answer"
|
||||
],
|
||||
"value": "售后咨询",
|
||||
"compare": "contain"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": "6750",
|
||||
"type": "ELSE",
|
||||
"condition": "and",
|
||||
"conditions": [
|
||||
|
||||
]
|
||||
}
|
||||
]
|
||||
},
|
||||
"branch_condition_list": [
|
||||
{
|
||||
"id": "5675",
|
||||
"index": 0,
|
||||
"height": 116.4
|
||||
},
|
||||
{
|
||||
"id": "9947",
|
||||
"index": 1,
|
||||
"height": 116.4
|
||||
},
|
||||
{
|
||||
"id": "5048",
|
||||
"index": 2,
|
||||
"height": 116.4
|
||||
},
|
||||
{
|
||||
"id": "6750",
|
||||
"index": 3,
|
||||
"height": 40.8
|
||||
}
|
||||
]
|
||||
}
|
||||
},
|
||||
{
|
||||
"x": 1670,
|
||||
"y": -480,
|
||||
"id": "ec6f5581-fef3-45a1-8be1-6611a8c9ccfc",
|
||||
"type": "reply-node",
|
||||
"properties": {
|
||||
"stepName": "指定回复",
|
||||
"node_data": {
|
||||
"fields": [
|
||||
|
||||
],
|
||||
"content": "你好我是ai只能机器人,很高兴为你服务",
|
||||
"reply_type": "content"
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"x": 1670,
|
||||
"y": 60,
|
||||
"id": "2ac57a56-9150-4f04-a7b9-6390bdaade19",
|
||||
"type": "search-dataset-node",
|
||||
"properties": {
|
||||
"fields": [
|
||||
{
|
||||
"label": "段落列表",
|
||||
"value": "paragraph_list",
|
||||
"globeLabel": "{{知识库检索.paragraph_list}}",
|
||||
"globeValue": "{{context['2ac57a56-9150-4f04-a7b9-6390bdaade19'].paragraph_list}}"
|
||||
},
|
||||
{
|
||||
"label": "满足直接回答的段落列表",
|
||||
"value": "is_hit_handling_method_list",
|
||||
"globeLabel": "{{知识库检索.is_hit_handling_method_list}}",
|
||||
"globeValue": "{{context['2ac57a56-9150-4f04-a7b9-6390bdaade19'].is_hit_handling_method_list}}"
|
||||
},
|
||||
{
|
||||
"label": "检索结果",
|
||||
"value": "data",
|
||||
"globeLabel": "{{知识库检索.data}}",
|
||||
"globeValue": "{{context['2ac57a56-9150-4f04-a7b9-6390bdaade19'].data}}"
|
||||
},
|
||||
{
|
||||
"label": "满足直接回答的分段内容",
|
||||
"value": "directly_return",
|
||||
"globeLabel": "{{知识库检索.directly_return}}",
|
||||
"globeValue": "{{context['2ac57a56-9150-4f04-a7b9-6390bdaade19'].directly_return}}"
|
||||
}
|
||||
],
|
||||
"stepName": "知识库检索",
|
||||
"node_data": {
|
||||
"dataset_id_list": [
|
||||
"8ba47817-28a1-11ef-90fd-a8a1595801ab"
|
||||
],
|
||||
"dataset_setting": {
|
||||
"top_n": 3,
|
||||
"similarity": 0.6,
|
||||
"search_mode": "embedding",
|
||||
"max_paragraph_char_number": 5000
|
||||
},
|
||||
"question_reference_address": [
|
||||
"start-node",
|
||||
"question"
|
||||
]
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"x": 2250,
|
||||
"y": 60,
|
||||
"id": "bd9dd852-d749-4b42-9b95-80f25b9a606d",
|
||||
"type": "ai-chat-node",
|
||||
"properties": {
|
||||
"fields": [
|
||||
{
|
||||
"label": "AI 回答内容",
|
||||
"value": "answer",
|
||||
"globeLabel": "{{AI 对话.answer}}",
|
||||
"globeValue": "{{context['bd9dd852-d749-4b42-9b95-80f25b9a606d'].answer}}"
|
||||
}
|
||||
],
|
||||
"stepName": "AI 对话",
|
||||
"node_data": {
|
||||
"prompt": "已知信息：\n{{知识库检索.data}}\n问题：\n{{开始.question}}",
|
||||
"system": "你是售前咨询知识库",
|
||||
"model_id": "9bdd1ab3-135b-11ef-b688-a8a1595801ab",
|
||||
"dialogue_number": 0
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"x": 1670,
|
||||
"y": 780,
|
||||
"id": "1cd54877-bfff-4791-b8f5-08c49f8bdf66",
|
||||
"type": "search-dataset-node",
|
||||
"properties": {
|
||||
"fields": [
|
||||
{
|
||||
"label": "段落列表",
|
||||
"value": "paragraph_list",
|
||||
"globeLabel": "{{知识库检索.paragraph_list}}",
|
||||
"globeValue": "{{context['1cd54877-bfff-4791-b8f5-08c49f8bdf66'].paragraph_list}}"
|
||||
},
|
||||
{
|
||||
"label": "满足直接回答的段落列表",
|
||||
"value": "is_hit_handling_method_list",
|
||||
"globeLabel": "{{知识库检索.is_hit_handling_method_list}}",
|
||||
"globeValue": "{{context['1cd54877-bfff-4791-b8f5-08c49f8bdf66'].is_hit_handling_method_list}}"
|
||||
},
|
||||
{
|
||||
"label": "检索结果",
|
||||
"value": "data",
|
||||
"globeLabel": "{{知识库检索.data}}",
|
||||
"globeValue": "{{context['1cd54877-bfff-4791-b8f5-08c49f8bdf66'].data}}"
|
||||
},
|
||||
{
|
||||
"label": "满足直接回答的分段内容",
|
||||
"value": "directly_return",
|
||||
"globeLabel": "{{知识库检索.directly_return}}",
|
||||
"globeValue": "{{context['1cd54877-bfff-4791-b8f5-08c49f8bdf66'].directly_return}}"
|
||||
}
|
||||
],
|
||||
"stepName": "知识库检索",
|
||||
"node_data": {
|
||||
"dataset_id_list": [
|
||||
"188c3fa1-28a3-11ef-99e8-a8a1595801ab"
|
||||
],
|
||||
"dataset_setting": {
|
||||
"top_n": 3,
|
||||
"similarity": 0.6,
|
||||
"search_mode": "embedding",
|
||||
"max_paragraph_char_number": 5000
|
||||
},
|
||||
"question_reference_address": [
|
||||
"start-node",
|
||||
"question"
|
||||
]
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"x": 2240,
|
||||
"y": 780,
|
||||
"id": "e99869b2-251f-47a7-9966-c54ffb59b381",
|
||||
"type": "condition-node",
|
||||
"properties": {
|
||||
"width": 600,
|
||||
"stepName": "判断器",
|
||||
"node_data": {
|
||||
"branch": [
|
||||
{
|
||||
"id": "3014",
|
||||
"type": "IF",
|
||||
"condition": "and",
|
||||
"conditions": [
|
||||
{
|
||||
"field": [
|
||||
"1cd54877-bfff-4791-b8f5-08c49f8bdf66",
|
||||
"is_hit_handling_method_list"
|
||||
],
|
||||
"value": "1",
|
||||
"compare": "ge"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": "4658",
|
||||
"type": "ELSE IF 1",
|
||||
"condition": "and",
|
||||
"conditions": [
|
||||
{
|
||||
"field": [
|
||||
"1cd54877-bfff-4791-b8f5-08c49f8bdf66",
|
||||
"paragraph_list"
|
||||
],
|
||||
"value": "1",
|
||||
"compare": "ge"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": "8871",
|
||||
"type": "ELSE",
|
||||
"condition": "and",
|
||||
"conditions": [
|
||||
|
||||
]
|
||||
}
|
||||
]
|
||||
},
|
||||
"branch_condition_list": [
|
||||
{
|
||||
"id": "3014",
|
||||
"index": 0,
|
||||
"height": 116.4
|
||||
},
|
||||
{
|
||||
"id": "4658",
|
||||
"index": 1,
|
||||
"height": 116.4
|
||||
},
|
||||
{
|
||||
"id": "8871",
|
||||
"index": 2,
|
||||
"height": 40.8
|
||||
}
|
||||
]
|
||||
}
|
||||
},
|
||||
{
|
||||
"x": 2800,
|
||||
"y": 260,
|
||||
"id": "62ab766b-b218-4bea-895f-b7e83614c8b7",
|
||||
"type": "reply-node",
|
||||
"properties": {
|
||||
"stepName": "指定回复",
|
||||
"node_data": {
|
||||
"fields": [
|
||||
"1cd54877-bfff-4791-b8f5-08c49f8bdf66",
|
||||
"directly_return"
|
||||
],
|
||||
"content": "",
|
||||
"reply_type": "referencing"
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"x": 2820,
|
||||
"y": 810,
|
||||
"id": "04837361-30ea-41bd-96bc-768ee58d69d6",
|
||||
"type": "ai-chat-node",
|
||||
"properties": {
|
||||
"fields": [
|
||||
{
|
||||
"label": "AI 回答内容",
|
||||
"value": "answer",
|
||||
"globeLabel": "{{AI 对话.answer}}",
|
||||
"globeValue": "{{context['04837361-30ea-41bd-96bc-768ee58d69d6'].answer}}"
|
||||
}
|
||||
],
|
||||
"stepName": "AI 对话",
|
||||
"node_data": {
|
||||
"prompt": "已知信息：\n{{context['1cd54877-bfff-4791-b8f5-08c49f8bdf66'].data}}\n问题：\n{{context['start-node'].question}}",
|
||||
"system": "你是售后工程师",
|
||||
"model_id": "9bdd1ab3-135b-11ef-b688-a8a1595801ab",
|
||||
"dialogue_number": 0
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"x": 2820,
|
||||
"y": 1420,
|
||||
"id": "fe4d14fd-9aeb-40ad-b7e0-3d88bf1c5933",
|
||||
"type": "reply-node",
|
||||
"properties": {
|
||||
"stepName": "指定回复",
|
||||
"node_data": {
|
||||
"fields": [
|
||||
|
||||
],
|
||||
"content": "未找到相关内容",
|
||||
"reply_type": "content"
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"x": 1670,
|
||||
"y": 1460,
|
||||
"id": "c9b74adb-e219-4d2b-8fd5-ecc2bac8786e",
|
||||
"type": "ai-chat-node",
|
||||
"properties": {
|
||||
"fields": [
|
||||
{
|
||||
"label": "AI 回答内容",
|
||||
"value": "answer",
|
||||
"globeLabel": "{{AI 对话.answer}}",
|
||||
"globeValue": "{{context['c9b74adb-e219-4d2b-8fd5-ecc2bac8786e'].answer}}"
|
||||
}
|
||||
],
|
||||
"stepName": "AI 对话",
|
||||
"node_data": {
|
||||
"prompt": "{{开始.question}} ",
|
||||
"system": "",
|
||||
"model_id": "9bdd1ab3-135b-11ef-b688-a8a1595801ab",
|
||||
"dialogue_number": 0
|
||||
}
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -0,0 +1,18 @@
|
|||
# Generated by Django 4.1.13 on 2024-06-17 16:04
|
||||
|
||||
from django.db import migrations, models
|
||||
|
||||
|
||||
class Migration(migrations.Migration):
|
||||
|
||||
dependencies = [
|
||||
('application', '0009_application_type_application_work_flow'),
|
||||
]
|
||||
|
||||
operations = [
|
||||
migrations.AddField(
|
||||
model_name='application',
|
||||
name='is_ready',
|
||||
field=models.BooleanField(default=True, verbose_name='是否就绪'),
|
||||
),
|
||||
]
|
||||
|
|
@ -51,6 +51,7 @@ class Application(AppModelMixin):
|
|||
work_flow = models.JSONField(verbose_name="工作流数据", default=dict)
|
||||
type = models.CharField(verbose_name="应用类型", choices=ApplicationTypeChoices.choices,
|
||||
default=ApplicationTypeChoices.SIMPLE, max_length=256)
|
||||
is_ready = models.BooleanField(verbose_name="是否就绪", default=True)
|
||||
|
||||
@staticmethod
|
||||
def get_default_model_prompt():
|
||||
|
|
|
|||
|
|
@ -7,6 +7,7 @@
|
|||
@desc:
|
||||
"""
|
||||
import hashlib
|
||||
import json
|
||||
import os
|
||||
import re
|
||||
import uuid
|
||||
|
|
@ -22,7 +23,7 @@ from django.http import HttpResponse
|
|||
from django.template import Template, Context
|
||||
from rest_framework import serializers
|
||||
|
||||
from application.models import Application, ApplicationDatasetMapping
|
||||
from application.models import Application, ApplicationDatasetMapping, ApplicationTypeChoices
|
||||
from application.models.api_key_model import ApplicationAccessToken, ApplicationApiKey
|
||||
from common.config.embedding_config import VectorStore, EmbeddingModel
|
||||
from common.constants.authentication_type import AuthenticationType
|
||||
|
|
@ -105,6 +106,40 @@ class ModelSettingSerializer(serializers.Serializer):
|
|||
prompt = serializers.CharField(required=True, max_length=2048, error_messages=ErrMessage.char("提示词"))
|
||||
|
||||
|
||||
class ApplicationWorkflowSerializer(serializers.Serializer):
|
||||
name = serializers.CharField(required=True, max_length=64, min_length=1, error_messages=ErrMessage.char("应用名称"))
|
||||
desc = serializers.CharField(required=False, allow_null=True, allow_blank=True,
|
||||
max_length=256, min_length=1,
|
||||
error_messages=ErrMessage.char("应用描述"))
|
||||
prologue = serializers.CharField(required=False, allow_null=True, allow_blank=True, max_length=4096,
|
||||
error_messages=ErrMessage.char("开场白"))
|
||||
|
||||
@staticmethod
|
||||
def to_application_model(user_id: str, application: Dict):
|
||||
|
||||
default_workflow_json = get_file_content(
|
||||
os.path.join(PROJECT_DIR, "apps", "application", 'flow', 'default_workflow.json'))
|
||||
default_workflow = json.loads(default_workflow_json)
|
||||
for node in default_workflow.get('nodes'):
|
||||
if node.get('id') == 'base-node':
|
||||
node.get('properties')['node_data'] = {"desc": application.get('desc'),
|
||||
"name": application.get('name'),
|
||||
"prologue": application.get('prologue')}
|
||||
return Application(id=uuid.uuid1(),
|
||||
name=application.get('name'),
|
||||
desc=application.get('desc'),
|
||||
prologue="",
|
||||
dialogue_number=0,
|
||||
user_id=user_id, model_id=None,
|
||||
dataset_setting={},
|
||||
model_setting={},
|
||||
problem_optimization=False,
|
||||
type=ApplicationTypeChoices.WORK_FLOW,
|
||||
work_flow=default_workflow,
|
||||
is_ready=False
|
||||
)
|
||||
|
||||
|
||||
class ApplicationSerializer(serializers.Serializer):
|
||||
name = serializers.CharField(required=True, max_length=64, min_length=1, error_messages=ErrMessage.char("应用名称"))
|
||||
desc = serializers.CharField(required=False, allow_null=True, allow_blank=True,
|
||||
|
|
@ -123,6 +158,13 @@ class ApplicationSerializer(serializers.Serializer):
|
|||
model_setting = ModelSettingSerializer(required=True)
|
||||
# 问题补全
|
||||
problem_optimization = serializers.BooleanField(required=True, error_messages=ErrMessage.boolean("问题补全"))
|
||||
# 应用类型
|
||||
type = serializers.CharField(required=True, error_messages=ErrMessage.char("应用类型"),
|
||||
validators=[
|
||||
validators.RegexValidator(regex=re.compile("^SIMPLE|WORK_FLOW$"),
|
||||
message="应用类型只支持SIMPLE|WORK_FLOW", code=500)
|
||||
]
|
||||
)
|
||||
|
||||
def is_valid(self, *, user_id=None, raise_exception=False):
|
||||
super().is_valid(raise_exception=True)
|
||||
|
|
@ -281,6 +323,22 @@ class ApplicationSerializer(serializers.Serializer):
|
|||
|
||||
@transaction.atomic
|
||||
def insert(self, application: Dict):
|
||||
application_type = application.get('type')
|
||||
if 'WORK_FLOW' == application_type:
|
||||
self.insert_workflow(application)
|
||||
else:
|
||||
self.insert_simple(application)
|
||||
return True
|
||||
|
||||
def insert_workflow(self, application: Dict):
|
||||
self.is_valid(raise_exception=True)
|
||||
user_id = self.data.get('user_id')
|
||||
ApplicationWorkflowSerializer(data=application).is_valid(raise_exception=True)
|
||||
application_model = ApplicationWorkflowSerializer.to_application_model(user_id, application)
|
||||
application_model.save()
|
||||
return True
|
||||
|
||||
def insert_simple(self, application: Dict):
|
||||
self.is_valid(raise_exception=True)
|
||||
user_id = self.data.get('user_id')
|
||||
ApplicationSerializer(data=application).is_valid(user_id=user_id, raise_exception=True)
|
||||
|
|
@ -296,7 +354,6 @@ class ApplicationSerializer(serializers.Serializer):
|
|||
access_token=hashlib.md5(str(uuid.uuid1()).encode()).hexdigest()[8:24]).save()
|
||||
# 插入关联数据
|
||||
QuerySet(ApplicationDatasetMapping).bulk_create(application_dataset_mapping_model_list)
|
||||
return True
|
||||
|
||||
@staticmethod
|
||||
def to_application_model(user_id: str, application: Dict):
|
||||
|
|
@ -306,7 +363,10 @@ class ApplicationSerializer(serializers.Serializer):
|
|||
user_id=user_id, model_id=application.get('model_id'),
|
||||
dataset_setting=application.get('dataset_setting'),
|
||||
model_setting=application.get('model_setting'),
|
||||
problem_optimization=application.get('problem_optimization')
|
||||
problem_optimization=application.get('problem_optimization'),
|
||||
type=ApplicationTypeChoices.SIMPLE,
|
||||
work_flow={},
|
||||
is_ready=True
|
||||
)
|
||||
|
||||
@staticmethod
|
||||
|
|
|
|||
|
|
@ -151,13 +151,6 @@ class ChatMessageSerializer(serializers.Serializer):
|
|||
|
||||
def is_valid_application_workflow(self, *, raise_exception=False):
|
||||
self.is_valid_intraday_access_num()
|
||||
chat_id = self.data.get('chat_id')
|
||||
chat_info: ChatInfo = chat_cache.get(chat_id)
|
||||
if chat_info is None:
|
||||
chat_info = self.re_open_chat(chat_id)
|
||||
chat_cache.set(chat_id,
|
||||
chat_info, timeout=60 * 30)
|
||||
return chat_info
|
||||
|
||||
def is_valid_intraday_access_num(self):
|
||||
if self.data.get('client_type') == AuthenticationType.APPLICATION_ACCESS_TOKEN.value:
|
||||
|
|
@ -174,14 +167,8 @@ class ChatMessageSerializer(serializers.Serializer):
|
|||
if application_access_token.access_num <= access_client.intraday_access_num:
|
||||
raise AppChatNumOutOfBoundsFailed(1002, "访问次数超过今日访问量")
|
||||
|
||||
def is_valid_application_simple(self, *, raise_exception=False):
|
||||
def is_valid_application_simple(self, *, chat_info: ChatInfo, raise_exception=False):
|
||||
self.is_valid_intraday_access_num()
|
||||
chat_id = self.data.get('chat_id')
|
||||
chat_info: ChatInfo = chat_cache.get(chat_id)
|
||||
if chat_info is None:
|
||||
chat_info = self.re_open_chat(chat_id)
|
||||
chat_cache.set(chat_id,
|
||||
chat_info, timeout=60 * 30)
|
||||
model = chat_info.application.model
|
||||
if model is None:
|
||||
return chat_info
|
||||
|
|
@ -194,7 +181,7 @@ class ChatMessageSerializer(serializers.Serializer):
|
|||
raise AppApiException(500, "模型正在下载中,请稍后再发起对话")
|
||||
return chat_info
|
||||
|
||||
def chat_simple(self, chat_info):
|
||||
def chat_simple(self, chat_info: ChatInfo):
|
||||
message = self.data.get('message')
|
||||
re_chat = self.data.get('re_chat')
|
||||
stream = self.data.get('stream')
|
||||
|
|
@ -241,15 +228,24 @@ class ChatMessageSerializer(serializers.Serializer):
|
|||
|
||||
def chat(self):
|
||||
super().is_valid(raise_exception=True)
|
||||
application = QuerySet(Application).filter(id=self.data.get('application_id')).first()
|
||||
if application.type == ApplicationTypeChoices.SIMPLE:
|
||||
chat_info = self.is_valid_application_simple(raise_exception=True)
|
||||
chat_info = self.get_chat_info()
|
||||
if chat_info.application.type == ApplicationTypeChoices.SIMPLE:
|
||||
self.is_valid_application_simple(raise_exception=True, chat_info=chat_info),
|
||||
return self.chat_simple(chat_info)
|
||||
|
||||
else:
|
||||
chat_info = self.is_valid_application_workflow(raise_exception=True)
|
||||
self.is_valid_application_workflow(raise_exception=True)
|
||||
return self.chat_work_flow(chat_info)
|
||||
|
||||
def get_chat_info(self):
|
||||
self.is_valid(raise_exception=True)
|
||||
chat_id = self.data.get('chat_id')
|
||||
chat_info: ChatInfo = chat_cache.get(chat_id)
|
||||
if chat_info is None:
|
||||
chat_info: ChatInfo = self.re_open_chat(chat_id)
|
||||
chat_cache.set(chat_id,
|
||||
chat_info, timeout=60 * 30)
|
||||
return chat_info
|
||||
|
||||
@staticmethod
|
||||
def re_open_chat(chat_id: str):
|
||||
chat = QuerySet(Chat).filter(id=chat_id).first()
|
||||
|
|
|
|||
|
|
@ -239,7 +239,9 @@ class ApplicationApi(ApiMixin):
|
|||
'dataset_setting': ApplicationApi.DatasetSetting.get_request_body_api(),
|
||||
'model_setting': ApplicationApi.ModelSetting.get_request_body_api(),
|
||||
'problem_optimization': openapi.Schema(type=openapi.TYPE_BOOLEAN, title="问题优化",
|
||||
description="是否开启问题优化", default=True)
|
||||
description="是否开启问题优化", default=True),
|
||||
'type': openapi.Schema(type=openapi.TYPE_STRING, title="应用类型",
|
||||
description="应用类型 简易:SIMPLE|工作流:WORK_FLOW")
|
||||
|
||||
}
|
||||
)
|
||||
|
|
|
|||
Loading…
Reference in New Issue