[ADD] Merge code
This commit is contained in:
@@ -1,22 +1,26 @@
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import uuid
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from typing import Optional
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from fastapi import APIRouter, Depends
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from typing import Optional, Annotated
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from fastapi import APIRouter, Depends, Path
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from fastapi.responses import StreamingResponse
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from sqlalchemy.orm import Session
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from app.db import get_db
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from app.core.response_utils import success
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from app.core.error_codes import BizCode
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from app.core.logging_config import get_business_logger
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from app.core.response_utils import success
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from app.db import get_db
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from app.dependencies import get_current_user, cur_workspace_access_guard
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from app.models import User
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from app.models.app_model import AppType, App
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from app.repositories import knowledge_repository
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from app.schemas import app_schema
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from app.schemas.response_schema import PageData, PageMeta
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from app.schemas.workflow_schema import WorkflowConfigUpdate
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from app.services import app_service, workspace_service
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from app.services.app_service import AppService
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from app.services.agent_config_helper import enrich_agent_config
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from app.dependencies import get_current_user, cur_workspace_access_guard, workspace_access_guard
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from fastapi.responses import StreamingResponse
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from app.models.app_model import AppType
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from app.core.error_codes import BizCode
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from app.services.app_service import AppService
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from app.schemas.workflow_schema import WorkflowConfig as WorkflowConfigSchema
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from app.services.workflow_service import WorkflowService, get_workflow_service
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router = APIRouter(prefix="/apps", tags=["Apps"])
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logger = get_business_logger()
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@@ -48,7 +52,7 @@ def list_apps(
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current_user=Depends(get_current_user),
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):
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"""列出应用
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- 默认包含本工作空间的应用和分享给本工作空间的应用
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- 设置 include_shared=false 可以只查看本工作空间的应用
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"""
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@@ -63,8 +67,8 @@ def list_apps(
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include_shared=include_shared,
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page=page,
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pagesize=pagesize,
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)
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)
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# 使用 AppService 的转换方法来设置 is_shared 字段
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service = app_service.AppService(db)
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items = [service._convert_to_schema(app, workspace_id) for app in items_orm]
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@@ -79,14 +83,14 @@ def get_app(
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current_user=Depends(get_current_user),
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):
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"""获取应用详细信息
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- 支持获取本工作空间的应用
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- 支持获取分享给本工作空间的应用
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"""
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workspace_id = current_user.current_workspace_id
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service = app_service.AppService(db)
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app = service.get_app(app_id, workspace_id)
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# 转换为 Schema 并设置 is_shared 字段
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app_schema_obj = service._convert_to_schema(app, workspace_id)
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return success(data=app_schema_obj)
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@@ -113,7 +117,7 @@ def delete_app(
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current_user=Depends(get_current_user),
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):
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"""删除应用
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会级联删除:
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- Agent 配置
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- 发布版本
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@@ -128,9 +132,9 @@ def delete_app(
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"workspace_id": str(workspace_id)
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}
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)
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app_service.delete_app(db, app_id=app_id, workspace_id=workspace_id)
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return success(msg="应用删除成功")
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@@ -143,7 +147,7 @@ def copy_app(
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current_user=Depends(get_current_user),
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):
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"""复制应用(包括基础信息和配置)
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- 复制应用的基础信息(名称、描述、图标等)
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- 复制 Agent 配置(如果是 agent 类型)
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- 新应用默认为草稿状态
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@@ -159,7 +163,7 @@ def copy_app(
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"new_name": new_name
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}
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)
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service = AppService(db)
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new_app = service.copy_app(
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app_id=app_id,
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@@ -167,7 +171,7 @@ def copy_app(
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workspace_id=workspace_id,
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new_name=new_name
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)
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return success(data=app_schema.App.model_validate(new_app), msg="应用复制成功")
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@@ -209,9 +213,9 @@ def publish_app(
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):
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workspace_id = current_user.current_workspace_id
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release = app_service.publish(
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db,
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app_id=app_id,
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publisher_id=current_user.id,
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db,
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app_id=app_id,
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publisher_id=current_user.id,
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workspace_id=workspace_id,
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version_name = payload.version_name,
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release_notes=payload.release_notes
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@@ -268,13 +272,13 @@ def share_app(
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current_user=Depends(get_current_user),
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):
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"""分享应用到其他工作空间
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- 只能分享自己工作空间的应用
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- 不能分享到自己的工作空间
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- 同一个应用不能重复分享到同一个工作空间
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"""
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workspace_id = current_user.current_workspace_id
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service = app_service.AppService(db)
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shares = service.share_app(
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app_id=app_id,
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@@ -282,7 +286,7 @@ def share_app(
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user_id=current_user.id,
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workspace_id=workspace_id
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)
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data = [app_schema.AppShare.model_validate(s) for s in shares]
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return success(data=data, msg=f"应用已分享到 {len(shares)} 个工作空间")
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@@ -296,18 +300,18 @@ def unshare_app(
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current_user=Depends(get_current_user),
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):
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"""取消应用分享
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- 只能取消自己工作空间应用的分享
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"""
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workspace_id = current_user.current_workspace_id
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service = app_service.AppService(db)
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service.unshare_app(
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app_id=app_id,
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target_workspace_id=target_workspace_id,
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workspace_id=workspace_id
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)
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return success(msg="应用分享已取消")
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@@ -319,17 +323,17 @@ def list_app_shares(
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current_user=Depends(get_current_user),
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):
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"""列出应用的所有分享记录
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- 只能查看自己工作空间应用的分享记录
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"""
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workspace_id = current_user.current_workspace_id
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service = app_service.AppService(db)
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shares = service.list_app_shares(
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app_id=app_id,
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workspace_id=workspace_id
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)
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data = [app_schema.AppShare.model_validate(s) for s in shares]
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return success(data=data)
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@@ -340,10 +344,11 @@ async def draft_run(
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payload: app_schema.DraftRunRequest,
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db: Session = Depends(get_db),
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current_user=Depends(get_current_user),
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workflow_service: Annotated[WorkflowService, Depends(get_workflow_service)] = None
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):
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"""
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试运行 Agent,使用当前的草稿配置(未发布的配置)
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- 不需要发布应用即可测试
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- 使用当前的 AgentConfig 配置
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- 支持流式和非流式返回
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@@ -367,33 +372,44 @@ async def draft_run(
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)
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if knowledge: user_rag_memory_id = str(knowledge.id)
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# 提前验证和准备(在流式响应开始前完成)
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from app.services.app_service import AppService
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from app.services.multi_agent_service import MultiAgentService
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from app.models import AgentConfig, ModelConfig
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from sqlalchemy import select
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from app.core.exceptions import BusinessException
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from app.services.draft_run_service import DraftRunService
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service = AppService(db)
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draft_service = DraftRunService(db)
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# 1. 验证应用
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app = service._get_app_or_404(app_id)
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if app.type != AppType.AGENT and app.type != AppType.MULTI_AGENT:
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raise BusinessException("只有 Agent 类型应用支持试运行", BizCode.APP_TYPE_NOT_SUPPORTED)
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if app.type != AppType.AGENT and app.type != AppType.MULTI_AGENT and app.type != AppType.WORKFLOW:
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raise BusinessException("只有 Agent , Workflow 类型应用支持试运行", BizCode.APP_TYPE_NOT_SUPPORTED)
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# 只读操作,允许访问共享应用
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service._validate_app_accessible(app, workspace_id)
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# 处理会话ID(创建或验证)
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conversation_id = await draft_service._ensure_conversation(
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conversation_id=payload.conversation_id,
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app_id=app_id,
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workspace_id=workspace_id,
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user_id=payload.user_id
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)
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payload.conversation_id = conversation_id
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if app.type == AppType.AGENT:
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service._check_agent_config(app_id)
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# 2. 获取 Agent 配置
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stmt = select(AgentConfig).where(AgentConfig.app_id == app_id)
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agent_cfg = db.scalars(stmt).first()
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if not agent_cfg:
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raise BusinessException("Agent 配置不存在", BizCode.AGENT_CONFIG_MISSING)
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# 3. 获取模型配置
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model_config = None
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if agent_cfg.default_model_config_id:
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@@ -401,12 +417,12 @@ async def draft_run(
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if not model_config:
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from app.core.exceptions import ResourceNotFoundException
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raise ResourceNotFoundException("模型配置", str(agent_cfg.default_model_config_id))
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# 流式返回
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if payload.stream:
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async def event_generator():
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from app.services.draft_run_service import DraftRunService
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draft_service = DraftRunService(db)
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async for event in draft_service.run_stream(
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agent_config=agent_cfg,
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model_config=model_config,
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@@ -419,7 +435,7 @@ async def draft_run(
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user_rag_memory_id=user_rag_memory_id
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):
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yield event
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return StreamingResponse(
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event_generator(),
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media_type="text/event-stream",
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@@ -429,7 +445,7 @@ async def draft_run(
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"X-Accel-Buffering": "no"
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}
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)
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# 非流式返回
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logger.debug(
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"开始非流式试运行",
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@@ -440,7 +456,7 @@ async def draft_run(
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"has_variables": bool(payload.variables)
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}
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)
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from app.services.draft_run_service import DraftRunService
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draft_service = DraftRunService(db)
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result = await draft_service.run(
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@@ -454,7 +470,7 @@ async def draft_run(
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storage_type=storage_type,
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user_rag_memory_id=user_rag_memory_id
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)
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logger.debug(
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"试运行返回结果",
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extra={
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@@ -462,7 +478,7 @@ async def draft_run(
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"result_keys": list(result.keys()) if isinstance(result, dict) else "not_dict"
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}
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)
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# 验证结果
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try:
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validated_result = app_schema.DraftRunResponse.model_validate(result)
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@@ -481,10 +497,10 @@ async def draft_run(
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elif app.type == AppType.MULTI_AGENT:
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# 1. 检查多智能体配置完整性
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service._check_multi_agent_config(app_id)
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# 2. 构建多智能体运行请求
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from app.schemas.multi_agent_schema import MultiAgentRunRequest
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multi_agent_request = MultiAgentRunRequest(
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message=payload.message,
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conversation_id=payload.conversation_id,
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@@ -492,7 +508,7 @@ async def draft_run(
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variables=payload.variables or {},
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use_llm_routing=True # 默认启用 LLM 路由
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)
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# 3. 流式返回
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if payload.stream:
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logger.debug(
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@@ -503,11 +519,11 @@ async def draft_run(
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"has_conversation_id": bool(payload.conversation_id)
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}
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)
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async def event_generator():
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"""多智能体流式事件生成器"""
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multiservice = MultiAgentService(db)
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# 调用多智能体服务的流式方法
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async for event in multiservice.run_stream(
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app_id=app_id,
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@@ -517,7 +533,7 @@ async def draft_run(
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):
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yield event
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return StreamingResponse(
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event_generator(),
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media_type="text/event-stream",
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@@ -527,7 +543,7 @@ async def draft_run(
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"X-Accel-Buffering": "no"
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}
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)
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# 4. 非流式返回
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logger.debug(
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"开始多智能体非流式试运行",
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@@ -537,10 +553,10 @@ async def draft_run(
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"has_conversation_id": bool(payload.conversation_id)
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}
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)
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multiservice = MultiAgentService(db)
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result = await multiservice.run(app_id, multi_agent_request)
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logger.debug(
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"多智能体试运行返回结果",
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extra={
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@@ -548,12 +564,71 @@ async def draft_run(
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"has_response": "response" in result if isinstance(result, dict) else False
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}
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)
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return success(
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data=result,
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msg="多 Agent 任务执行成功"
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)
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elif app.type == AppType.WORKFLOW: #工作流
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config = workflow_service.check_config(app_id)
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# 3. 流式返回
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if payload.stream:
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logger.debug(
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"开始多智能体流式试运行",
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extra={
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"app_id": str(app_id),
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"message_length": len(payload.message),
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"has_conversation_id": bool(payload.conversation_id)
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}
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)
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async def event_generator():
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"""多智能体流式事件生成器"""
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multiservice = MultiAgentService(db)
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# 调用多智能体服务的流式方法
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async for event in multiservice.run_stream(
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app_id=app_id,
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request=multi_agent_request,
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storage_type=storage_type,
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user_rag_memory_id=user_rag_memory_id
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):
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yield event
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return StreamingResponse(
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event_generator(),
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media_type="text/event-stream",
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headers={
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"Cache-Control": "no-cache",
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"Connection": "keep-alive",
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"X-Accel-Buffering": "no"
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}
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)
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# 4. 非流式返回
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logger.debug(
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"开始非流式试运行",
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extra={
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"app_id": str(app_id),
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"message_length": len(payload.message),
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"has_conversation_id": bool(payload.conversation_id)
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}
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)
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result = await workflow_service.run(app_id, payload,config)
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logger.debug(
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"工作流试运行返回结果",
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extra={
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"result_type": str(type(result)),
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"has_response": "response" in result if isinstance(result, dict) else False
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}
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)
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return success(
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data=result,
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msg="工作流任务执行成功"
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)
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|
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|
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|
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@@ -567,21 +642,21 @@ async def draft_run_compare(
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):
|
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"""
|
||||
多模型对比试运行
|
||||
|
||||
|
||||
- 支持对比 1-5 个模型
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||||
- 可以是不同的模型,也可以是同一模型的不同参数配置
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||||
- 通过 model_parameters 覆盖默认参数
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||||
- 支持并行或串行执行(非流式)
|
||||
- 支持流式返回(串行执行)
|
||||
- 返回每个模型的运行结果和性能对比
|
||||
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||||
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使用场景:
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||||
1. 对比不同模型的效果(GPT-4 vs Claude vs Gemini)
|
||||
2. 调优模型参数(不同 temperature 的效果对比)
|
||||
3. 性能和成本分析
|
||||
"""
|
||||
workspace_id = current_user.current_workspace_id
|
||||
|
||||
|
||||
# 获取 storage_type,如果为 None 则使用默认值
|
||||
storage_type = workspace_service.get_workspace_storage_type(
|
||||
db=db,
|
||||
@@ -597,7 +672,7 @@ async def draft_run_compare(
|
||||
workspace_id=workspace_id
|
||||
)
|
||||
if knowledge: user_rag_memory_id = str(knowledge.id)
|
||||
|
||||
|
||||
logger.info(
|
||||
"多模型对比试运行",
|
||||
extra={
|
||||
@@ -607,13 +682,13 @@ async def draft_run_compare(
|
||||
"stream": payload.stream
|
||||
}
|
||||
)
|
||||
|
||||
|
||||
# 提前验证和准备(在流式响应开始前完成)
|
||||
from app.services.app_service import AppService
|
||||
from app.models import ModelConfig
|
||||
|
||||
|
||||
service = AppService(db)
|
||||
|
||||
|
||||
# 1. 验证应用和权限
|
||||
app = service._get_app_or_404(app_id)
|
||||
if app.type != "agent":
|
||||
@@ -621,7 +696,7 @@ async def draft_run_compare(
|
||||
from app.core.error_codes import BizCode
|
||||
raise BusinessException("只有 Agent 类型应用支持试运行", BizCode.APP_TYPE_NOT_SUPPORTED)
|
||||
service._validate_app_accessible(app, workspace_id)
|
||||
|
||||
|
||||
# 2. 获取 Agent 配置
|
||||
from sqlalchemy import select
|
||||
from app.models import AgentConfig
|
||||
@@ -631,7 +706,7 @@ async def draft_run_compare(
|
||||
from app.core.exceptions import BusinessException
|
||||
from app.core.error_codes import BizCode
|
||||
raise BusinessException("Agent 配置不存在", BizCode.AGENT_CONFIG_MISSING)
|
||||
|
||||
|
||||
# 3. 验证所有模型配置
|
||||
model_configs = []
|
||||
for model_item in payload.models:
|
||||
@@ -639,12 +714,12 @@ async def draft_run_compare(
|
||||
if not model_config:
|
||||
from app.core.exceptions import ResourceNotFoundException
|
||||
raise ResourceNotFoundException("模型配置", str(model_item.model_config_id))
|
||||
|
||||
|
||||
merged_parameters = {
|
||||
**(agent_cfg.model_parameters or {}),
|
||||
**(model_item.model_parameters or {})
|
||||
}
|
||||
|
||||
|
||||
model_configs.append({
|
||||
"model_config": model_config,
|
||||
"parameters": merged_parameters,
|
||||
@@ -652,7 +727,7 @@ async def draft_run_compare(
|
||||
"model_config_id": model_item.model_config_id,
|
||||
"conversation_id": model_item.conversation_id # 传递每个模型的 conversation_id
|
||||
})
|
||||
|
||||
|
||||
# 流式返回
|
||||
if payload.stream:
|
||||
async def event_generator():
|
||||
@@ -674,7 +749,7 @@ async def draft_run_compare(
|
||||
timeout=payload.timeout or 60
|
||||
):
|
||||
yield event
|
||||
|
||||
|
||||
return StreamingResponse(
|
||||
event_generator(),
|
||||
media_type="text/event-stream",
|
||||
@@ -684,7 +759,7 @@ async def draft_run_compare(
|
||||
"X-Accel-Buffering": "no"
|
||||
}
|
||||
)
|
||||
|
||||
|
||||
# 非流式返回
|
||||
from app.services.draft_run_service import DraftRunService
|
||||
draft_service = DraftRunService(db)
|
||||
@@ -703,7 +778,7 @@ async def draft_run_compare(
|
||||
parallel=payload.parallel,
|
||||
timeout=payload.timeout or 60
|
||||
)
|
||||
|
||||
|
||||
logger.info(
|
||||
"多模型对比完成",
|
||||
extra={
|
||||
@@ -712,5 +787,36 @@ async def draft_run_compare(
|
||||
"failed": result["failed_count"]
|
||||
}
|
||||
)
|
||||
|
||||
|
||||
return success(data=app_schema.DraftRunCompareResponse(**result))
|
||||
|
||||
|
||||
@router.get("/{app_id}/workflow")
|
||||
@cur_workspace_access_guard()
|
||||
async def get_workflow_config(
|
||||
app_id: Annotated[uuid.UUID, Path(description="应用 ID")],
|
||||
db: Annotated[Session, Depends(get_db)],
|
||||
current_user: Annotated[User, Depends(get_current_user)]
|
||||
|
||||
):
|
||||
"""获取工作流配置
|
||||
|
||||
获取应用的工作流配置详情。
|
||||
"""
|
||||
workspace_id = current_user.current_workspace_id
|
||||
cfg = app_service.get_workflow_config(db=db, app_id=app_id, workspace_id=workspace_id)
|
||||
# 配置总是存在(不存在时返回默认模板)
|
||||
return success(data=WorkflowConfigSchema.model_validate(cfg))
|
||||
|
||||
@router.put("/{app_id}/workflow", summary="更新 Workflow 配置")
|
||||
@cur_workspace_access_guard()
|
||||
async def update_workflow_config(
|
||||
app_id: uuid.UUID,
|
||||
payload: WorkflowConfigUpdate,
|
||||
db: Annotated[Session, Depends(get_db)],
|
||||
current_user: Annotated[User, Depends(get_current_user)]
|
||||
):
|
||||
workspace_id = current_user.current_workspace_id
|
||||
cfg = app_service.update_workflow_config(db, app_id=app_id, data=payload, workspace_id=workspace_id)
|
||||
return success(data=WorkflowConfigSchema.model_validate(cfg))
|
||||
|
||||
|
||||
Reference in New Issue
Block a user