首页会话-模型修改

zhaoqingang

2025-04-08 0650b889a36d9b9fd42415b9b9819676f839ae9b

首页会话-模型修改

 app/api/v2/chat.py

@@ -10,12 +10,12 @@
    complex_knowledge_chat_deep, complex_knowledge_chat
from app.models import UserModel
from app.models.base_model import get_db
from app.models.v2.chat import RetrievalRequest, ChatDataRequest, ComplexChatDao
from app.models.v2.chat import RetrievalRequest, ChatDataRequest, ComplexChatDao, SetModelRequest
from app.models.v2.session_model import ChatData
from app.service.v2.chat import service_chat_dialog, get_chat_info, service_chat_basic, \
    service_chat_workflow, service_chat_parameters, service_chat_sessions, service_chat_upload, \
    service_chat_sessions_list, service_chat_session_log, service_chunk_retrieval, service_complex_chat, \
    service_complex_upload
    service_complex_upload, service_complex_model, service_get_complex_model

chat_router_v2 = APIRouter()

@@ -166,3 +166,22 @@
    return Response(data, media_type="application/json", status_code=status_code)


@chat_router_v2.put("/complex/model")
async def api_complex_model(chatModel:SetModelRequest, current_user: UserModel = Depends(get_current_user), db: Session = Depends(get_db)): #  current_user: UserModel = Depends(get_current_user)
    status_code = http_200
    data = await service_complex_model(db, chatModel.chatType, chatModel.modelType, chatModel.modelName, chatModel.modelProvider)
    if data:
        status_code = http_500
    return Response(data, media_type="application/json", status_code=status_code)


@chat_router_v2.get("/complex/model")
async def api_get_complex_model(current_user: UserModel = Depends(get_current_user), db: Session = Depends(get_db)): #  current_user: UserModel = Depends(get_current_user)
    status_code = http_200
    data = await service_get_complex_model(db)
    if data:
        status_code = http_500
    return Response(data, media_type="application/json", status_code=status_code)




 app/config/agent_base_url.py

@@ -7,6 +7,7 @@
RG_USER_LOGIN= "/v1/user/login"
RG_PING= "/v1/system/version"
RG_ORIGINAL_URL = "/api/v1/retrieval"
RG_CHAT_UPDATE_URL = "/api/v1/chats/{}"

### ----------
DF_CHAT_AGENT= "/v1/chat-messages"
@@ -15,4 +16,6 @@
DF_CHAT_API_KEY= "/console/api/apps/{}/api-keys"
DF_USER_LOGIN= "/console/api/login"
DF_PING = "/console/api/workspaces"
DF_UPLOAD_FILE = "/v1/files/upload"
DF_UPLOAD_FILE = "/v1/files/upload"
DF_WORKFLOW_DRAFT = "/console/api/apps/{}/workflows/draft"
DF_WORKFLOW_PUBLISH = "/console/api/apps/{}/workflows/publish"

 app/config/env_conf/default_agent_conf.json

@@ -11,27 +11,27 @@
          "enabled": false
        },
        "user_input_form": [
         {
          "file-list": {
            "allowed_file_extensions": [
              "xlsx"
            ],
            "allowed_file_types": [
              "document"
            ],
            "allowed_file_upload_methods": [
              "local_file"
            ],
            "label": "文档解析站",
            "max_length": 30,
            "options": [],
            "required": true,
            "type": "file-list",
            "variable": "file_list"
          {
            "file-list": {
              "allowed_file_extensions": [
                "xlsx"
              ],
              "allowed_file_types": [
                "document"
              ],
              "allowed_file_upload_methods": [
                "local_file"
              ],
              "label": "文档解析站",
              "max_length": 30,
              "options": [],
              "required": true,
              "type": "file-list",
              "variable": "file_list"
            }
          }
        }
        ],
        "file_upload":{
        "file_upload": {
          "enabled": false
        }
      },
@@ -50,34 +50,37 @@
        },
        "user_input_form": [
          {
          "file-list": {
            "allowed_file_extensions": [
              "xlsx", "xls","csv","db"
            ],
            "allowed_file_types": [
              "document"
            ],
            "allowed_file_upload_methods": [
              "local_file"
            ],
            "label": "上传文档",
            "max_length": 30,
            "options": [],
            "required": true,
            "type": "file-list",
            "variable": "file_list",
            "fileUploadConfig": {
              "file_size_limit": 30,
              "batch_count_limit": 5,
              "image_file_size_limit": 10,
              "video_file_size_limit": 100,
              "audio_file_size_limit": 50,
              "workflow_file_upload_limit": 100
            "file-list": {
              "allowed_file_extensions": [
                "xlsx",
                "xls",
                "csv",
                "db"
              ],
              "allowed_file_types": [
                "document"
              ],
              "allowed_file_upload_methods": [
                "local_file"
              ],
              "label": "上传文档",
              "max_length": 30,
              "options": [],
              "required": true,
              "type": "file-list",
              "variable": "file_list",
              "fileUploadConfig": {
                "file_size_limit": 30,
                "batch_count_limit": 5,
                "image_file_size_limit": 10,
                "video_file_size_limit": 100,
                "audio_file_size_limit": 50,
                "workflow_file_upload_limit": 100
              }
            }
          }
        ],
        "file_upload":{
        "file_upload": {
          "enabled": false
        }
      },
@@ -95,7 +98,7 @@
          "enabled": true
        },
        "user_input_form": [],
        "file_upload":{
        "file_upload": {
          "enabled": false
        }
      },
@@ -113,7 +116,7 @@
          "enabled": true
        },
        "user_input_form": [],
        "file_upload":{
        "file_upload": {
          "enabled": false
        }
      },
@@ -131,7 +134,7 @@
          "enabled": true
        },
        "user_input_form": [],
        "file_upload":{
        "file_upload": {
          "enabled": false
        }
      },
@@ -141,7 +144,7 @@
  ],
  "complex": [
    {
      "id": "9992ba72fff111ef8d890242ac120004",
      "id": "b436d1ae135311f0add70242ac1a0006",
      "name": "知识库专家",
      "description": "知识库专家",
      "icon": "intellFrame4",
@@ -149,7 +152,9 @@
      "parameters": {
      },
      "dialogType": "1",
      "mode": "complex-chat"
      "mode": "complex-chat",
      "chat_model": "qwen-32b-awq___OpenAI-API",
      "chat_provider": "OpenAI-API-Compatible"
    },
    {
      "id": "ad127cb5-a1ef-49a3-82ed-6467a670fd10",
@@ -160,7 +165,10 @@
      "parameters": {
      },
      "dialogType": "4",
      "mode": "complex-chat"
      "mode": "complex-chat",
      "chat_model": "qwen-32b-awq",
      "chat_model_ds": "qwq-32b-awq",
      "chat_provider": "openai_api_compatible"
    },
    {
      "id": "c6a9fda3-bfb8-40ef-9510-545766c7d6a0",
@@ -229,7 +237,7 @@
      "mode": "complex-chat"
    },
    {
      "id": "8f3e8d9c0bab11f0896e0242ac120006",
      "id": "c964acd6135311f0bf5b0242ac1a0006",
      "name": "知识库专家-深度",
      "description": "知识库专家",
      "icon": "intellFrame4",
@@ -237,7 +245,9 @@
      "parameters": {
      },
      "dialogType": "1",
      "mode": "complex-chat"
      "mode": "complex-chat",
      "chat_model_ds": "qwq-32b-awq___OpenAI-API",
      "chat_provider": "OpenAI-API-Compatible"
    }
  ]
}

 app/config/env_conf/system.yaml

@@ -1,4 +1,4 @@
smart_system:
  title: SmartAI大模型平台
  desc: SmartAI大模型平台
  version: 1.0.3
  version: 1.0.4

 app/init_config/init_run_data.py

@@ -16,7 +16,6 @@
        await sync_token()  # 账号token登录
        await sync_complex_api_token(db)  # 账号token登录
        await system_license_sync(db) # 同步系统license

    except Exception as e:
        print(e)
    finally:

 app/models/postgresql_base_model.py

@@ -17,5 +17,6 @@
        # yield session
        try:
            yield session
        finally:
            session.close()
        except Exception as e:
            ...
            # session.close()

 app/models/v2/chat.py

@@ -46,6 +46,13 @@



class SetModelRequest(BaseModel):
    chatType: int
    modelType: int
    modelName: str
    modelProvider: str



class ComplexChatModel(Base):
    __tablename__ = 'complex_chat'
@@ -64,6 +71,9 @@
    mode = Column(String(36))
    parameters = Column(Text)
    chat_mode = Column(Integer) #1= 普通对话，2=联网，3=知识库,4=深度
    chat_model = Column(String(255)) # 模型
    chat_model_ds = Column(String(255)) # 模型
    chat_provider = Column(String(255)) # 模型提供商

    def to_json(self):
        return {
@@ -99,24 +109,20 @@
        session = self.db.query(ComplexChatModel).filter_by(id=chat_id).first()
        return session

    async def update_complex_chat_by_id(self, chat_id: str, session, message: dict, conversation_id=None) -> ComplexChatModel | None:
        if not session:
            session = await self.get_complex_chat_by_id(chat_id)
        if session:
            try:
                # TODO
                session.update_date = current_time()
                self.db.commit()
                self.db.refresh(session)
            except Exception as e:
                # logger.error(e)
                self.db.rollback()
        return session
    async def update_complex_chat_by_id(self, chat_id: str, kwargs:dict) -> None:

        try:
            self.db.query(ComplexChatModel).filter_by(id=chat_id).update(kwargs)
            self.db.commit()
        except Exception as e:
            # logger.error(e)
            self.db.rollback()


    async def update_or_insert_by_id(self, chat_id: str, **kwargs) -> ComplexChatModel:
        existing_session = await self.get_complex_chat_by_id(chat_id)
        if existing_session:
            return await self.update_complex_chat_by_id(chat_id, existing_session, kwargs.get("message"))
            return await self.update_complex_chat_by_id(chat_id, kwargs)

        existing_session = await self.create_complex_chat(chat_id, **kwargs)
        return existing_session
@@ -142,6 +148,10 @@
        return session


    async def aget_complex_chat(self) -> List:
        return self.db.query(ComplexChatModel).filter(ComplexChatModel.status!=Dialog_STATSU_DELETE).all()



class ComplexChatSessionModel(Base):
    __tablename__ = "complex_chat_sessions"

 app/service/v2/app_driver/chat_base.py

@@ -32,6 +32,12 @@
            return response

    @staticmethod
    async def http_put(url, data, headers, timeout=300):
        async with httpx.AsyncClient(timeout=timeout) as client:
            response = await client.put(url, json=data, headers=headers)
            return response

    @staticmethod
    async def http_upload_file(url, data, files, headers, timeout=300):
        async with httpx.AsyncClient(timeout=timeout) as client:
            response = await client.post(url, headers=headers, files=files, data=data)

 app/service/v2/app_driver/chat_data.py

@@ -1,5 +1,6 @@
import json

from Log import logger
from app.config.config import settings
# from Log import logger
from app.service.v2.app_driver.chat_base import ChatBase
@@ -24,6 +25,15 @@
        else:
            return {}

    async def chat_put(self, url, data, headers):

        res = await self.http_put(url, data, headers)
        if res.status_code == 200 or res.status_code == 201:
            return res.json()
        else:
            logger.error(res.text)
            return {}

    async def chat_ping(self, url, params, headers):
        res = await self.http_get(url, params, headers)
        # print(res.text)

 app/service/v2/chat.py

@@ -1,4 +1,5 @@
import asyncio
import datetime
import io
import json
import time
@@ -10,7 +11,7 @@

from Log import logger
from app.config.agent_base_url import RG_CHAT_DIALOG, DF_CHAT_AGENT, DF_CHAT_PARAMETERS, RG_CHAT_SESSIONS, \
    DF_CHAT_WORKFLOW, DF_UPLOAD_FILE, RG_ORIGINAL_URL
    DF_CHAT_WORKFLOW, DF_UPLOAD_FILE, RG_ORIGINAL_URL, RG_CHAT_UPDATE_URL, DF_WORKFLOW_DRAFT, DF_WORKFLOW_PUBLISH
from app.config.config import settings
from app.config.const import *
from app.models import DialogModel, ApiTokenModel, UserTokenModel, ComplexChatSessionDao, ChatDataRequest, \
@@ -34,7 +35,7 @@


async def add_session_log(db, session_id: str, question: str, chat_id: str, user_id, event_type: str,
                          conversation_id: str, agent_type, query: dict=None):
                          conversation_id: str, agent_type, query: dict = None):
    try:
        session = await ChatSessionDao(db).update_or_insert_by_id(
            session_id=session_id,
@@ -65,6 +66,10 @@
        return app_token.token
    return ""

async def get_workflow_token(db):
    user_token = db.query(UserTokenModel).filter(UserTokenModel.id == workflow_server).first()
    return user_token.access_token if user_token else ""


async def add_chat_token(db, data):
    try:
@@ -88,7 +93,6 @@
        return ChatAgent(), url



async def get_user_kb(db, user_id: int, kb_ids: list) -> list:
    res = []
    user = db.query(UserModel).filter(UserModel.id == user_id).first()
@@ -97,11 +101,12 @@
    query = db.query(KnowledgeModel)
    if user.permission != "admin":
        klg_list = [j.id for i in user.groups for j in i.knowledges]
        for i in db.query(KnowledgeUserModel).filter(KnowledgeUserModel.user_id == user_id, KnowledgeUserModel.status == 1).all():
        for i in db.query(KnowledgeUserModel).filter(KnowledgeUserModel.user_id == user_id,
                                                     KnowledgeUserModel.status == 1).all():
            if i.kb_id not in klg_list:
                klg_list.append(i.kb_id)
        query = query.filter(or_(KnowledgeModel.id.in_(klg_list), KnowledgeModel.tenant_id == str(user_id)))
        kb_list= query.all()
        kb_list = query.all()
        for kb in kb_list:
            if kb.id in kb_ids:
                if kb.permission == "team":
@@ -120,7 +125,8 @@
    kb_id = await get_user_kb(db, user_id, kb_ids)
    if not kb_id:
        yield "data: " + json.dumps({"message": smart_message_error,
                                     "error": "\n**ERROR**: The agent has no knowledge base to work with!", "status": http_400},
                                     "error": "\n**ERROR**: The agent has no knowledge base to work with!",
                                     "status": http_400},
                                    ensure_ascii=False) + "\n\n"
        return
    chat = ChatDialog()
@@ -285,15 +291,11 @@
                                                  "error": error}, conversation_id)




async def service_chat_basic(db, chat_id: str, chat_data: ChatData, session_id: str, user_id, mode: str):

    if chat_id == basic_report_talk:
        complex_chat = await ComplexChatDao(db).get_complex_chat_by_mode(chat_data.report_mode)
        if complex_chat:
            ...



async def service_chat_parameters(db, chat_id, user_id):
@@ -328,9 +330,8 @@
    session_log = await ChatSessionDao(db).get_session_by_id(session_id)
    if not session_log:
        return {}
    log_info =session_log.log_to_json()
    if session_log.event_type ==  complex_chat:

    log_info = session_log.log_to_json()
    if session_log.event_type == complex_chat:
        total, message_list = await ComplexChatSessionDao(db).get_session_list(session_id)
        log_info["message"] = [message.log_to_json() for message in message_list[::-1]]

@@ -478,7 +479,8 @@
    return records


async def add_complex_log(db, message_id, chat_id, session_id, chat_mode, query, user_id, mode, agent_type, message_type, conversation_id="", node_data=None, query_data=None):
async def add_complex_log(db, message_id, chat_id, session_id, chat_mode, query, user_id, mode, agent_type,
                          message_type, conversation_id="", node_data=None, query_data=None):
    if not node_data:
        node_data = []
    if not query_data:
@@ -493,22 +495,23 @@
            if session:
                conversation_id = session.conversation_id
        await complex_log.create_session(message_id,
                                     chat_id=chat_id,
                                     session_id=session_id,
                                     chat_mode=chat_mode,
                                     message_type=message_type,
                                     content=query,
                                     event_type=mode,
                                     tenant_id=user_id,
                                     conversation_id=conversation_id,
                                     node_data=json.dumps(node_data),
                                     query=json.dumps(query_data),
                                     agent_type=agent_type)
                                         chat_id=chat_id,
                                         session_id=session_id,
                                         chat_mode=chat_mode,
                                         message_type=message_type,
                                         content=query,
                                         event_type=mode,
                                         tenant_id=user_id,
                                         conversation_id=conversation_id,
                                         node_data=json.dumps(node_data),
                                         query=json.dumps(query_data),
                                         agent_type=agent_type)
        return conversation_id, True

    except Exception as e:
        logger.error(e)
        return conversation_id, False


async def add_query_files(db, message_id):
    query = {}
@@ -516,6 +519,7 @@
    if complex_log:
        query = json.loads(complex_log.query)
    return query.get("files", [])


async def service_complex_chat(db, chat_id, mode, user_id, chat_request: ChatDataRequest):
    answer_event = ""
@@ -527,7 +531,7 @@
    task_id = ""
    error = ""
    node_list = []
    reference= {}
    reference = {}
    conversation_id = ""
    query_data = chat_request.to_dict()
    new_message_id = str(uuid.uuid4())
@@ -539,9 +543,12 @@
        if not files and chat_request.parentId:
            files = await add_query_files(db, chat_request.parentId)
    if chat_request.chatMode != complex_content_optimization_chat:
        await add_session_log(db, chat_request.sessionId, chat_request.query if chat_request.query else "未命名会话", chat_id, user_id,
                                mode, "", DF_TYPE)
        conversation_id, message = await add_complex_log(db, new_message_id, chat_id, chat_request.sessionId, chat_request.chatMode, chat_request.query, user_id, mode, DF_TYPE, 1, query_data=query_data)
        await add_session_log(db, chat_request.sessionId, chat_request.query if chat_request.query else "未命名会话",
                              chat_id, user_id,
                              mode, "", DF_TYPE)
        conversation_id, message = await add_complex_log(db, new_message_id, chat_id, chat_request.sessionId,
                                                         chat_request.chatMode, chat_request.query, user_id, mode,
                                                         DF_TYPE, 1, query_data=query_data)
        if not message:
            yield "data: " + json.dumps({"message": smart_message_error,
                                         "error": "\n**ERROR**: 创建会话失败！", "status": http_500},
@@ -555,7 +562,7 @@
                session = await service_chat_sessions(db, chat_id, chat_request.query)
                # print(session)
                if not session or session.get("code") != 0:
                    yield "data: " +  json.dumps(
                    yield "data: " + json.dumps(
                        {"message": smart_message_error, "error": "\n**ERROR**: chat agent error", "status": http_500})
                    return
                conversation_id = session.get("data", {}).get("id")
@@ -563,7 +570,9 @@
            url = settings.fwr_base_url + RG_CHAT_DIALOG.format(chat_id)
            chat = ChatDialog()
            try:
                async for ans in chat.chat_completions(url, await chat.complex_request_data(chat_request.query, chat_request.knowledgeId, conversation_id),
                async for ans in chat.chat_completions(url, await chat.complex_request_data(chat_request.query,
                                                                                            chat_request.knowledgeId,
                                                                                            conversation_id),
                                                       await chat.get_headers(token)):
                    data = {}
                    error = ""
@@ -587,9 +596,9 @@
                            reference = data.get("reference", {})
                            event = smart_message_cover
                    message_str = "data: " + json.dumps(
                        {"event": event, "data": data, "error": error, "status": status, "message_id":message_id,
                     "parent_id": new_message_id,
                     "session_id": chat_request.sessionId},
                        {"event": event, "data": data, "error": error, "status": status, "message_id": message_id,
                         "parent_id": new_message_id,
                         "session_id": chat_request.sessionId},
                        ensure_ascii=False) + "\n\n"
                    for i in range(0, len(message_str), max_chunk_size):
                        chunk = message_str[i:i + max_chunk_size]
@@ -608,7 +617,9 @@
            token = await get_chat_token(db, chat_id)
            chat, url = await get_chat_object(mode)
            async for ans in chat.chat_completions(url,
                                                   await chat.complex_request_data(chat_request.query, conversation_id, str(user_id), files=files, inputs=inputs),
                                                   await chat.complex_request_data(chat_request.query, conversation_id,
                                                                                   str(user_id), files=files,
                                                                                   inputs=inputs),
                                                   await chat.get_headers(token)):
                # print(ans)
                data = {}
@@ -662,7 +673,8 @@
                    continue

                yield "data: " + json.dumps(
                    {"event": event, "data": data, "error": error, "status": status, "task_id": task_id, "message_id":message_id,
                    {"event": event, "data": data, "error": error, "status": status, "task_id": task_id,
                     "message_id": message_id,
                     "parent_id": new_message_id,
                     "session_id": chat_request.sessionId},
                    ensure_ascii=False) + "\n\n"
@@ -682,7 +694,11 @@
        #                                           "node_list": node_list, "task_id": task_id, "id": message_id,
        #                                           "error": error}, conversation_id)
        if message_id:
            await add_complex_log(db, message_id, chat_id, chat_request.sessionId, chat_request.chatMode, answer_event or answer_agent or answer_workflow or answer_dialog or error, user_id, mode, DF_TYPE, 2, conversation_id, node_data=node_list or reference, query_data=query_data)
            await add_complex_log(db, message_id, chat_id, chat_request.sessionId, chat_request.chatMode,
                                  answer_event or answer_agent or answer_workflow or answer_dialog or error, user_id,
                                  mode, DF_TYPE, 2, conversation_id, node_data=node_list or reference,
                                  query_data=query_data)


async def service_complex_upload(db, chat_id, file, user_id):
    files = []
@@ -706,6 +722,92 @@
            logger.error(e)
    return json.dumps(files) if files else ""


async def service_complex_model(db, chat_type, model_type, model_name, model_provider):
    if chat_type == 1 and model_type == 1:
        return await set_dialog_model(db, complex_knowledge_chat, model_name)
    elif chat_type == 1 and model_type == 2:
        return await set_dialog_model(db, complex_knowledge_chat_deep, model_name, model_provider)
    else:
        if model_type == 1:
            chats = [complex_dialog_chat, complex_network_chat, complex_mindmap_chat, complex_content_optimization_chat]
        else:
            chats = [complex_dialog_chat, complex_network_chat]
        return await set_workflow_model(db,chats
            , # , complex_network_chat, complex_mindmap_chat, complex_content_optimization_chat
            model_type, model_name, model_provider)


async def set_dialog_model(db, chat_mode, model_name, model_provider):
    chat = await ComplexChatDao(db).get_complex_chat_by_mode(chat_mode)
    if chat:
        access_token = await get_chat_token(db, rg_api_token)
        url = settings.fwr_base_url + RG_CHAT_UPDATE_URL.format(chat.id)
        chat_base = ChatBaseApply()
        payload = {
            "name": chat.name,
            "llm": {
                "model_name": model_name
            }
        }
        response = await  chat_base.chat_put(url, payload, await chat_base.get_headers(access_token))
        # print(response)
        if not response:
            return "服务异常,修改失败！"
        await ComplexChatDao(db).update_complex_chat_by_id(chat.id, {"chat_model": model_name, "chat_model_ds": model_name, "chat_provider": model_provider, "update_date": datetime.datetime.now()})
        return ""

async def set_workflow_model(db, chat_modes, model_type, model_name, model_provider):
    chat_base = ChatBaseApply()
    token = await get_workflow_token(db)
    for chat_mode in chat_modes:
        chat = await ComplexChatDao(db).get_complex_chat_by_mode(chat_mode)
        if chat:

            get_draft_url = settings.dify_base_url + DF_WORKFLOW_DRAFT.format(chat.id)
            draft_data = await chat_base.chat_get(get_draft_url, {}, await chat_base.get_headers(token))
            if draft_data:
                graph = draft_data.get("graph")
                for node in graph.get("nodes"):
                    if node.get("data", {}).get("type") == "llm":
                        if model_type == 1 and "深度搜索" not in node.get("data", {}).get("title"):
                            node["data"]["model"]["name"] = model_name
                            node["data"]["model"]["provider"] = model_provider
                        elif model_type == 2 and "深度搜索" in node.get("data", {}).get("title"):
                            node["data"]["model"]["name"] = model_name
                            node["data"]["model"]["provider"] = model_provider

                draft_data_query = {"conversation_variables": draft_data.get("conversation_variables"),
                                    "environment_variables": draft_data.get("environment_variables"),
                                    "hash": draft_data.get("hash"),
                                    "features": draft_data.get("features"),
                                    "graph": graph}
                set_draft_data = await chat_base.chat_post(get_draft_url, draft_data_query, await chat_base.get_headers(token))
                if set_draft_data and set_draft_data.get("result") == "success":
                    publish_url = settings.dify_base_url + DF_WORKFLOW_PUBLISH.format(chat.id)
                    publish_data = await chat_base.chat_post(publish_url, {}, await chat_base.get_headers(token))
                    if publish_data and publish_data.get("result") == "success":
                        update_kwargs = {"chat_provider": model_provider, "update_date": datetime.datetime.now()}
                        if model_type == 1:
                            update_kwargs["chat_model"] = model_name
                        else:
                            update_kwargs["chat_model_ds"] = model_name
                        await ComplexChatDao(db).update_complex_chat_by_id(chat.id, update_kwargs)


async def service_get_complex_model(db):
    res = {}
    for complexs in await ComplexChatDao(db).aget_complex_chat():
        if complexs.chat_mode == complex_knowledge_chat:
            res["dialog"] = {"modelName": complexs.chat_model, "modelProvider": complexs.chat_provider}
        elif complexs.chat_mode == complex_knowledge_chat_deep:
            res["dialog_ds"] = {"modelName": complexs.chat_model_ds, "modelProvider": complexs.chat_provider}
        else:
            res["workflow"] = {"modelName": complexs.chat_model, "modelProvider": complexs.chat_provider}
            res["workflow_ds"] = {"modelName": complexs.chat_model_ds, "modelProvider": complexs.chat_provider}

    return json.dumps(res)

if __name__ == "__main__":
    q = json.dumps({"query": "设备", "dataset_ids": ["fc68db52f43111efb94a0242ac120004"]})
    top_k = 2

 app/service/v2/initialize_data.py

@@ -181,7 +181,7 @@
        else:
            try:
                dialog = ComplexChatModel(id=agent["id"], name=agent["name"], description=agent["description"],
                                     icon=agent["icon"], tenant_id=user.id if user else "", dialog_type=agent["dialogType"], mode=agent["mode"],chat_mode = agent["chat_mode"])
                                     icon=agent["icon"], tenant_id=user.id if user else "", dialog_type=agent["dialogType"], mode=agent["mode"],chat_mode = agent["chat_mode"],chat_model = agent.get("chat_model"),chat_model_ds = agent.get("chat_model_ds"),chat_provider = agent.get("chat_provider"))
                db.add(dialog)
                db.commit()
                db.refresh(dialog)
@@ -434,7 +434,8 @@
async def system_license_sync(db):
    with open(os.path.join(ENV_CONF_PATH, "system.yaml") , 'r', encoding='utf-8') as file:
        # 加载JSON数据
        config = json.load(file)
        config = yaml.safe_load(file)

        try:
            system = db.query(SystemDataModel).filter_by(id=SYSTEM_ID).first()
            if system:

 main.py

@@ -57,7 +57,7 @@
scheduler = BackgroundScheduler()
scheduler.add_job(sync_agents_v2, 'interval', minutes=60, id="sync_resource_data")
scheduler.add_job(start_sync_token_task, 'interval', minutes=5, id="sync_token_1")
scheduler.add_job(sync_resource, 'interval', minutes=5, id="sync_resource_1")
scheduler.add_job(sync_resource, 'interval', minutes=30, id="sync_resource_1")

scheduler.start()