Merge branch 'feat/memory-orchestration-be' into feat/memory-orchestration-be-dev-env

# Conflicts:
#	api/controllers/console/app/workflow.py
#	api/services/workflow_service.py

.cursorrules

@@ -1,6 +0,0 @@
-# Cursor Rules for Dify Project
-
-## Automated Test Generation
-
-- Use `web/testing/testing.md` as the canonical instruction set for generating frontend automated tests.
-- When proposing or saving tests, re-read that document and follow every requirement.

.devcontainer/devcontainer.json

@@ -11,7 +11,7 @@
 			"nodeGypDependencies": true,
 			"version": "lts"
 		},
-		"ghcr.io/devcontainers-extra/features/npm-package:1": {
+		"ghcr.io/devcontainers-contrib/features/npm-package:1": {
 			"package": "typescript",
 			"version": "latest"
 		},

.devcontainer/post_create_command.sh

@@ -6,10 +6,11 @@ cd web && pnpm install
 pipx install uv
 
 echo "alias start-api=\"cd $WORKSPACE_ROOT/api && uv run python -m flask run --host 0.0.0.0 --port=5001 --debug\"" >> ~/.bashrc
-echo "alias start-worker=\"cd $WORKSPACE_ROOT/api && uv run python -m celery -A app.celery worker -P threads -c 1 --loglevel INFO -Q dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor\"" >> ~/.bashrc
+echo "alias start-worker=\"cd $WORKSPACE_ROOT/api && uv run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage\"" >> ~/.bashrc
 echo "alias start-web=\"cd $WORKSPACE_ROOT/web && pnpm dev\"" >> ~/.bashrc
 echo "alias start-web-prod=\"cd $WORKSPACE_ROOT/web && pnpm build && pnpm start\"" >> ~/.bashrc
 echo "alias start-containers=\"cd $WORKSPACE_ROOT/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env up -d\"" >> ~/.bashrc
 echo "alias stop-containers=\"cd $WORKSPACE_ROOT/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env down\"" >> ~/.bashrc
 
 source /home/vscode/.bashrc
+

.editorconfig

@@ -29,7 +29,7 @@ trim_trailing_whitespace = false
 
 # Matches multiple files with brace expansion notation
 # Set default charset
-[*.{js,jsx,ts,tsx,mjs}]
+[*.{js,tsx}]
 indent_style = space
 indent_size = 2
 

.github/CODEOWNERS

@@ -1,226 +0,0 @@
-# CODEOWNERS
-# This file defines code ownership for the Dify project.
-# Each line is a file pattern followed by one or more owners.
-# Owners can be @username, @org/team-name, or email addresses.
-# For more information, see: https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-code-owners
-
-* @crazywoola @laipz8200 @Yeuoly
-
-# Backend (default owner, more specific rules below will override)
-api/ @QuantumGhost
-
-# Backend - Workflow - Engine (Core graph execution engine)
-api/core/workflow/graph_engine/ @laipz8200 @QuantumGhost
-api/core/workflow/runtime/ @laipz8200 @QuantumGhost
-api/core/workflow/graph/ @laipz8200 @QuantumGhost
-api/core/workflow/graph_events/ @laipz8200 @QuantumGhost
-api/core/workflow/node_events/ @laipz8200 @QuantumGhost
-api/core/model_runtime/ @laipz8200 @QuantumGhost
-
-# Backend - Workflow - Nodes (Agent, Iteration, Loop, LLM)
-api/core/workflow/nodes/agent/ @Nov1c444
-api/core/workflow/nodes/iteration/ @Nov1c444
-api/core/workflow/nodes/loop/ @Nov1c444
-api/core/workflow/nodes/llm/ @Nov1c444
-
-# Backend - RAG (Retrieval Augmented Generation)
-api/core/rag/ @JohnJyong
-api/services/rag_pipeline/ @JohnJyong
-api/services/dataset_service.py @JohnJyong
-api/services/knowledge_service.py @JohnJyong
-api/services/external_knowledge_service.py @JohnJyong
-api/services/hit_testing_service.py @JohnJyong
-api/services/metadata_service.py @JohnJyong
-api/services/vector_service.py @JohnJyong
-api/services/entities/knowledge_entities/ @JohnJyong
-api/services/entities/external_knowledge_entities/ @JohnJyong
-api/controllers/console/datasets/ @JohnJyong
-api/controllers/service_api/dataset/ @JohnJyong
-api/models/dataset.py @JohnJyong
-api/tasks/rag_pipeline/ @JohnJyong
-api/tasks/add_document_to_index_task.py @JohnJyong
-api/tasks/batch_clean_document_task.py @JohnJyong
-api/tasks/clean_document_task.py @JohnJyong
-api/tasks/clean_notion_document_task.py @JohnJyong
-api/tasks/document_indexing_task.py @JohnJyong
-api/tasks/document_indexing_sync_task.py @JohnJyong
-api/tasks/document_indexing_update_task.py @JohnJyong
-api/tasks/duplicate_document_indexing_task.py @JohnJyong
-api/tasks/recover_document_indexing_task.py @JohnJyong
-api/tasks/remove_document_from_index_task.py @JohnJyong
-api/tasks/retry_document_indexing_task.py @JohnJyong
-api/tasks/sync_website_document_indexing_task.py @JohnJyong
-api/tasks/batch_create_segment_to_index_task.py @JohnJyong
-api/tasks/create_segment_to_index_task.py @JohnJyong
-api/tasks/delete_segment_from_index_task.py @JohnJyong
-api/tasks/disable_segment_from_index_task.py @JohnJyong
-api/tasks/disable_segments_from_index_task.py @JohnJyong
-api/tasks/enable_segment_to_index_task.py @JohnJyong
-api/tasks/enable_segments_to_index_task.py @JohnJyong
-api/tasks/clean_dataset_task.py @JohnJyong
-api/tasks/deal_dataset_index_update_task.py @JohnJyong
-api/tasks/deal_dataset_vector_index_task.py @JohnJyong
-
-# Backend - Plugins
-api/core/plugin/ @Mairuis @Yeuoly @Stream29
-api/services/plugin/ @Mairuis @Yeuoly @Stream29
-api/controllers/console/workspace/plugin.py @Mairuis @Yeuoly @Stream29
-api/controllers/inner_api/plugin/ @Mairuis @Yeuoly @Stream29
-api/tasks/process_tenant_plugin_autoupgrade_check_task.py @Mairuis @Yeuoly @Stream29
-
-# Backend - Trigger/Schedule/Webhook
-api/controllers/trigger/ @Mairuis @Yeuoly
-api/controllers/console/app/workflow_trigger.py @Mairuis @Yeuoly
-api/controllers/console/workspace/trigger_providers.py @Mairuis @Yeuoly
-api/core/trigger/ @Mairuis @Yeuoly
-api/core/app/layers/trigger_post_layer.py @Mairuis @Yeuoly
-api/services/trigger/ @Mairuis @Yeuoly
-api/models/trigger.py @Mairuis @Yeuoly
-api/fields/workflow_trigger_fields.py @Mairuis @Yeuoly
-api/repositories/workflow_trigger_log_repository.py @Mairuis @Yeuoly
-api/repositories/sqlalchemy_workflow_trigger_log_repository.py @Mairuis @Yeuoly
-api/libs/schedule_utils.py @Mairuis @Yeuoly
-api/services/workflow/scheduler.py @Mairuis @Yeuoly
-api/schedule/trigger_provider_refresh_task.py @Mairuis @Yeuoly
-api/schedule/workflow_schedule_task.py @Mairuis @Yeuoly
-api/tasks/trigger_processing_tasks.py @Mairuis @Yeuoly
-api/tasks/trigger_subscription_refresh_tasks.py @Mairuis @Yeuoly
-api/tasks/workflow_schedule_tasks.py @Mairuis @Yeuoly
-api/tasks/workflow_cfs_scheduler/ @Mairuis @Yeuoly
-api/events/event_handlers/sync_plugin_trigger_when_app_created.py @Mairuis @Yeuoly
-api/events/event_handlers/update_app_triggers_when_app_published_workflow_updated.py @Mairuis @Yeuoly
-api/events/event_handlers/sync_workflow_schedule_when_app_published.py @Mairuis @Yeuoly
-api/events/event_handlers/sync_webhook_when_app_created.py @Mairuis @Yeuoly
-
-# Backend - Async Workflow
-api/services/async_workflow_service.py @Mairuis @Yeuoly
-api/tasks/async_workflow_tasks.py @Mairuis @Yeuoly
-
-# Backend - Billing
-api/services/billing_service.py @hj24 @zyssyz123
-api/controllers/console/billing/ @hj24 @zyssyz123
-
-# Backend - Enterprise
-api/configs/enterprise/ @GarfieldDai @GareArc
-api/services/enterprise/ @GarfieldDai @GareArc
-api/services/feature_service.py @GarfieldDai @GareArc
-api/controllers/console/feature.py @GarfieldDai @GareArc
-api/controllers/web/feature.py @GarfieldDai @GareArc
-
-# Backend - Database Migrations
-api/migrations/ @snakevash @laipz8200
-
-# Frontend
-web/ @iamjoel
-
-# Frontend - App - Orchestration
-web/app/components/workflow/ @iamjoel @zxhlyh
-web/app/components/workflow-app/ @iamjoel @zxhlyh
-web/app/components/app/configuration/ @iamjoel @zxhlyh
-web/app/components/app/app-publisher/ @iamjoel @zxhlyh
-
-# Frontend - WebApp - Chat
-web/app/components/base/chat/ @iamjoel @zxhlyh
-
-# Frontend - WebApp - Completion
-web/app/components/share/text-generation/ @iamjoel @zxhlyh
-
-# Frontend - App - List and Creation
-web/app/components/apps/ @JzoNgKVO @iamjoel
-web/app/components/app/create-app-dialog/ @JzoNgKVO @iamjoel
-web/app/components/app/create-app-modal/ @JzoNgKVO @iamjoel
-web/app/components/app/create-from-dsl-modal/ @JzoNgKVO @iamjoel
-
-# Frontend - App - API Documentation
-web/app/components/develop/ @JzoNgKVO @iamjoel
-
-# Frontend - App - Logs and Annotations
-web/app/components/app/workflow-log/ @JzoNgKVO @iamjoel
-web/app/components/app/log/ @JzoNgKVO @iamjoel
-web/app/components/app/log-annotation/ @JzoNgKVO @iamjoel
-web/app/components/app/annotation/ @JzoNgKVO @iamjoel
-
-# Frontend - App - Monitoring
-web/app/(commonLayout)/app/(appDetailLayout)/\[appId\]/overview/ @JzoNgKVO @iamjoel
-web/app/components/app/overview/ @JzoNgKVO @iamjoel
-
-# Frontend - App - Settings
-web/app/components/app-sidebar/ @JzoNgKVO @iamjoel
-
-# Frontend - RAG - Hit Testing
-web/app/components/datasets/hit-testing/ @JzoNgKVO @iamjoel
-
-# Frontend - RAG - List and Creation
-web/app/components/datasets/list/ @iamjoel @WTW0313
-web/app/components/datasets/create/ @iamjoel @WTW0313
-web/app/components/datasets/create-from-pipeline/ @iamjoel @WTW0313
-web/app/components/datasets/external-knowledge-base/ @iamjoel @WTW0313
-
-# Frontend - RAG - Orchestration (general rule first, specific rules below override)
-web/app/components/rag-pipeline/ @iamjoel @WTW0313
-web/app/components/rag-pipeline/components/rag-pipeline-main.tsx @iamjoel @zxhlyh
-web/app/components/rag-pipeline/store/ @iamjoel @zxhlyh
-
-# Frontend - RAG - Documents List
-web/app/components/datasets/documents/list.tsx @iamjoel @WTW0313
-web/app/components/datasets/documents/create-from-pipeline/ @iamjoel @WTW0313
-
-# Frontend - RAG - Segments List
-web/app/components/datasets/documents/detail/ @iamjoel @WTW0313
-
-# Frontend - RAG - Settings
-web/app/components/datasets/settings/ @iamjoel @WTW0313
-
-# Frontend - Ecosystem - Plugins
-web/app/components/plugins/ @iamjoel @zhsama
-
-# Frontend - Ecosystem - Tools
-web/app/components/tools/ @iamjoel @Yessenia-d
-
-# Frontend - Ecosystem - MarketPlace
-web/app/components/plugins/marketplace/ @iamjoel @Yessenia-d
-
-# Frontend - Login and Registration
-web/app/signin/ @douxc @iamjoel
-web/app/signup/ @douxc @iamjoel
-web/app/reset-password/ @douxc @iamjoel
-web/app/install/ @douxc @iamjoel
-web/app/init/ @douxc @iamjoel
-web/app/forgot-password/ @douxc @iamjoel
-web/app/account/ @douxc @iamjoel
-
-# Frontend - Service Authentication
-web/service/base.ts @douxc @iamjoel
-
-# Frontend - WebApp Authentication and Access Control
-web/app/(shareLayout)/components/ @douxc @iamjoel
-web/app/(shareLayout)/webapp-signin/ @douxc @iamjoel
-web/app/(shareLayout)/webapp-reset-password/ @douxc @iamjoel
-web/app/components/app/app-access-control/ @douxc @iamjoel
-
-# Frontend - Explore Page
-web/app/components/explore/ @CodingOnStar @iamjoel
-
-# Frontend - Personal Settings
-web/app/components/header/account-setting/ @CodingOnStar @iamjoel
-web/app/components/header/account-dropdown/ @CodingOnStar @iamjoel
-
-# Frontend - Analytics
-web/app/components/base/ga/ @CodingOnStar @iamjoel
-
-# Frontend - Base Components
-web/app/components/base/ @iamjoel @zxhlyh
-
-# Frontend - Utils and Hooks
-web/utils/classnames.ts @iamjoel @zxhlyh
-web/utils/time.ts @iamjoel @zxhlyh
-web/utils/format.ts @iamjoel @zxhlyh
-web/utils/clipboard.ts @iamjoel @zxhlyh
-web/hooks/use-document-title.ts @iamjoel @zxhlyh
-
-# Frontend - Billing and Education
-web/app/components/billing/ @iamjoel @zxhlyh
-web/app/education-apply/ @iamjoel @zxhlyh
-
-# Frontend - Workspace
-web/app/components/header/account-dropdown/workplace-selector/ @iamjoel @zxhlyh

.github/copilot-instructions.md

@@ -1,12 +0,0 @@
-# Copilot Instructions
-
-GitHub Copilot must follow the unified frontend testing requirements documented in `web/testing/testing.md`.
-
-Key reminders:
-
-- Generate tests using the mandated tech stack, naming, and code style (AAA pattern, `fireEvent`, descriptive test names, cleans up mocks).
-- Cover rendering, prop combinations, and edge cases by default; extend coverage for hooks, routing, async flows, and domain-specific components when applicable.
-- Target >95% line and branch coverage and 100% function/statement coverage.
-- Apply the project's mocking conventions for i18n, toast notifications, and Next.js utilities.
-
-Any suggestions from Copilot that conflict with `web/testing/testing.md` should be revised before acceptance.

.github/workflows/api-tests.yml

@@ -39,11 +39,25 @@ jobs:
       - name: Install dependencies
         run: uv sync --project api --dev
 
+      - name: Run Unit tests
+        run: |
+          uv run --project api bash dev/pytest/pytest_unit_tests.sh
+
       - name: Run pyrefly check
         run: |
           cd api
           uv add --dev pyrefly
           uv run pyrefly check || true
+      - name: Coverage Summary
+        run: |
+          set -x
+          # Extract coverage percentage and create a summary
+          TOTAL_COVERAGE=$(python -c 'import json; print(json.load(open("coverage.json"))["totals"]["percent_covered_display"])')
+
+          # Create a detailed coverage summary
+          echo "### Test Coverage Summary :test_tube:" >> $GITHUB_STEP_SUMMARY
+          echo "Total Coverage: ${TOTAL_COVERAGE}%" >> $GITHUB_STEP_SUMMARY
+          uv run --project api coverage report --format=markdown >> $GITHUB_STEP_SUMMARY
 
       - name: Run dify config tests
         run: uv run --project api dev/pytest/pytest_config_tests.py
@@ -62,7 +76,7 @@ jobs:
           compose-file: |
             docker/docker-compose.middleware.yaml
           services: |
-            db_postgres
+            db
             redis
             sandbox
             ssrf_proxy
@@ -79,19 +93,3 @@ jobs:
 
       - name: Run TestContainers
         run: uv run --project api bash dev/pytest/pytest_testcontainers.sh
-
-      - name: Run Unit tests
-        run: |
-          uv run --project api bash dev/pytest/pytest_unit_tests.sh
-
-      - name: Coverage Summary
-        run: |
-          set -x
-          # Extract coverage percentage and create a summary
-          TOTAL_COVERAGE=$(python -c 'import json; print(json.load(open("coverage.json"))["totals"]["percent_covered_display"])')
-
-          # Create a detailed coverage summary
-          echo "### Test Coverage Summary :test_tube:" >> $GITHUB_STEP_SUMMARY
-          echo "Total Coverage: ${TOTAL_COVERAGE}%" >> $GITHUB_STEP_SUMMARY
-          uv run --project api coverage report --format=markdown >> $GITHUB_STEP_SUMMARY
-

.github/workflows/autofix.yml

@@ -2,8 +2,6 @@ name: autofix.ci
 on:
   pull_request:
     branches: ["main"]
-  push:
-    branches: ["main"]
 permissions:
   contents: read
 
@@ -28,17 +26,10 @@ jobs:
           # Format code
           uv run ruff format ..
 
-      - name: count migration progress
-        run: |
-          cd api
-          ./cnt_base.sh
-
       - name: ast-grep
         run: |
           uvx --from ast-grep-cli sg --pattern 'db.session.query($WHATEVER).filter($HERE)' --rewrite 'db.session.query($WHATEVER).where($HERE)' -l py --update-all
           uvx --from ast-grep-cli sg --pattern 'session.query($WHATEVER).filter($HERE)' --rewrite 'session.query($WHATEVER).where($HERE)' -l py --update-all
-          uvx --from ast-grep-cli sg -p '$A = db.Column($$$B)' -r '$A = mapped_column($$$B)' -l py --update-all
-          uvx --from ast-grep-cli sg -p '$A : $T = db.Column($$$B)' -r '$A : $T = mapped_column($$$B)' -l py --update-all
           # Convert Optional[T] to T | None (ignoring quoted types)
           cat > /tmp/optional-rule.yml << 'EOF'
           id: convert-optional-to-union

.github/workflows/build-push.yml

@@ -4,7 +4,8 @@ on:
   push:
     branches:
       - "main"
-      - "deploy/**"
+      - "deploy/dev"
+      - "deploy/enterprise"
       - "build/**"
       - "release/e-*"
       - "hotfix/**"

.github/workflows/db-migration-test.yml

@@ -8,7 +8,7 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  db-migration-test-postgres:
+  db-migration-test:
     runs-on: ubuntu-latest
 
     steps:
@@ -45,7 +45,7 @@ jobs:
           compose-file: |
             docker/docker-compose.middleware.yaml
           services: |
-            db_postgres
+            db
             redis
 
       - name: Prepare configs
@@ -57,60 +57,3 @@ jobs:
         env:
           DEBUG: true
         run: uv run --directory api flask upgrade-db
-
-  db-migration-test-mysql:
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          persist-credentials: false
-
-      - name: Setup UV and Python
-        uses: astral-sh/setup-uv@v6
-        with:
-          enable-cache: true
-          python-version: "3.12"
-          cache-dependency-glob: api/uv.lock
-
-      - name: Install dependencies
-        run: uv sync --project api
-      - name: Ensure Offline migration are supported
-        run: |
-          # upgrade
-          uv run --directory api flask db upgrade 'base:head' --sql
-          # downgrade
-          uv run --directory api flask db downgrade 'head:base' --sql
-
-      - name: Prepare middleware env for MySQL
-        run: |
-          cd docker
-          cp middleware.env.example middleware.env
-          sed -i 's/DB_TYPE=postgresql/DB_TYPE=mysql/' middleware.env
-          sed -i 's/DB_HOST=db_postgres/DB_HOST=db_mysql/' middleware.env
-          sed -i 's/DB_PORT=5432/DB_PORT=3306/' middleware.env
-          sed -i 's/DB_USERNAME=postgres/DB_USERNAME=mysql/' middleware.env
-
-      - name: Set up Middlewares
-        uses: hoverkraft-tech/compose-action@v2.0.2
-        with:
-          compose-file: |
-            docker/docker-compose.middleware.yaml
-          services: |
-            db_mysql
-            redis
-
-      - name: Prepare configs for MySQL
-        run: |
-          cd api
-          cp .env.example .env
-          sed -i 's/DB_TYPE=postgresql/DB_TYPE=mysql/' .env
-          sed -i 's/DB_PORT=5432/DB_PORT=3306/' .env
-          sed -i 's/DB_USERNAME=postgres/DB_USERNAME=root/' .env
-
-      - name: Run DB Migration
-        env:
-          DEBUG: true
-        run: uv run --directory api flask upgrade-db

.github/workflows/deploy-rag-dev.yml

@@ -1,4 +1,4 @@
-name: Deploy Trigger Dev
+name: Deploy RAG Dev
 
 permissions:
   contents: read
@@ -7,7 +7,7 @@ on:
   workflow_run:
     workflows: ["Build and Push API & Web"]
     branches:
-      - "deploy/trigger-dev"
+      - "deploy/rag-dev"
     types:
       - completed
 
@@ -16,12 +16,12 @@ jobs:
     runs-on: ubuntu-latest
     if: |
       github.event.workflow_run.conclusion == 'success' &&
-      github.event.workflow_run.head_branch == 'deploy/trigger-dev'
+      github.event.workflow_run.head_branch == 'deploy/rag-dev'
     steps:
       - name: Deploy to server
         uses: appleboy/ssh-action@v0.1.8
         with:
-          host: ${{ secrets.TRIGGER_SSH_HOST }}
+          host: ${{ secrets.RAG_SSH_HOST }}
           username: ${{ secrets.SSH_USER }}
           key: ${{ secrets.SSH_PRIVATE_KEY }}
           script: |

.github/workflows/expose_service_ports.sh

@@ -1,7 +1,6 @@
 #!/bin/bash
 
 yq eval '.services.weaviate.ports += ["8080:8080"]' -i docker/docker-compose.yaml
-yq eval '.services.weaviate.ports += ["50051:50051"]' -i docker/docker-compose.yaml
 yq eval '.services.qdrant.ports += ["6333:6333"]' -i docker/docker-compose.yaml
 yq eval '.services.chroma.ports += ["8000:8000"]' -i docker/docker-compose.yaml
 yq eval '.services["milvus-standalone"].ports += ["19530:19530"]' -i docker/docker-compose.yaml
@@ -14,4 +13,4 @@ yq eval '.services.tidb.ports += ["4000:4000"]' -i docker/tidb/docker-compose.ya
 yq eval '.services.oceanbase.ports += ["2881:2881"]' -i docker/docker-compose.yaml
 yq eval '.services.opengauss.ports += ["6600:6600"]' -i docker/docker-compose.yaml
 
-echo "Ports exposed for sandbox, weaviate (HTTP 8080, gRPC 50051), tidb, qdrant, chroma, milvus, pgvector, pgvecto-rs, elasticsearch, couchbase, opengauss"
+echo "Ports exposed for sandbox, weaviate, tidb, qdrant, chroma, milvus, pgvector, pgvecto-rs, elasticsearch, couchbase, opengauss"

.github/workflows/style.yml

@@ -103,11 +103,6 @@ jobs:
         run: |
           pnpm run lint
 
-      - name: Web type check
-        if: steps.changed-files.outputs.any_changed == 'true'
-        working-directory: ./web
-        run: pnpm run type-check
-
   docker-compose-template:
     name: Docker Compose Template
     runs-on: ubuntu-latest

.github/workflows/translate-i18n-base-on-english.yml

@@ -20,22 +20,22 @@ jobs:
     steps:
       - uses: actions/checkout@v4
         with:
-          fetch-depth: 0
+          fetch-depth: 2
           token: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Check for file changes in i18n/en-US
         id: check_files
         run: |
-          git fetch origin "${{ github.event.before }}" || true
-          git fetch origin "${{ github.sha }}" || true
-          changed_files=$(git diff --name-only "${{ github.event.before }}" "${{ github.sha }}" -- 'i18n/en-US/*.ts')
+          recent_commit_sha=$(git rev-parse HEAD)
+          second_recent_commit_sha=$(git rev-parse HEAD~1)
+          changed_files=$(git diff --name-only $recent_commit_sha $second_recent_commit_sha -- 'i18n/en-US/*.ts')
           echo "Changed files: $changed_files"
           if [ -n "$changed_files" ]; then
             echo "FILES_CHANGED=true" >> $GITHUB_ENV
             file_args=""
             for file in $changed_files; do
               filename=$(basename "$file" .ts)
-              file_args="$file_args --file $filename"
+              file_args="$file_args --file=$filename"
             done
             echo "FILE_ARGS=$file_args" >> $GITHUB_ENV
             echo "File arguments: $file_args"
@@ -77,15 +77,12 @@ jobs:
         uses: peter-evans/create-pull-request@v6
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
-          commit-message: 'chore(i18n): update translations based on en-US changes'
-          title: 'chore(i18n): translate i18n files and update type definitions'
+          commit-message: Update i18n files and type definitions based on en-US changes
+          title: 'chore: translate i18n files and update type definitions'
           body: |
             This PR was automatically created to update i18n files and TypeScript type definitions based on changes in en-US locale.
-
-            **Triggered by:** ${{ github.sha }}
-
+            
             **Changes included:**
             - Updated translation files for all locales
             - Regenerated TypeScript type definitions for type safety
-          branch: chore/automated-i18n-updates-${{ github.sha }}
-          delete-branch: true
+          branch: chore/automated-i18n-updates

.github/workflows/vdb-tests.yml

@@ -51,13 +51,13 @@ jobs:
       - name: Expose Service Ports
         run: sh .github/workflows/expose_service_ports.sh
 
-#      - name: Set up Vector Store (TiDB)
-#        uses: hoverkraft-tech/compose-action@v2.0.2
-#        with:
-#          compose-file: docker/tidb/docker-compose.yaml
-#          services: |
-#            tidb
-#            tiflash
+      - name: Set up Vector Store (TiDB)
+        uses: hoverkraft-tech/compose-action@v2.0.2
+        with:
+          compose-file: docker/tidb/docker-compose.yaml
+          services: |
+            tidb
+            tiflash
 
       - name: Set up Vector Stores (Weaviate, Qdrant, PGVector, Milvus, PgVecto-RS, Chroma, MyScale, ElasticSearch, Couchbase, OceanBase)
         uses: hoverkraft-tech/compose-action@v2.0.2
@@ -83,8 +83,8 @@ jobs:
           ls -lah .
           cp api/tests/integration_tests/.env.example api/tests/integration_tests/.env
 
-#      - name: Check VDB Ready (TiDB)
-#        run: uv run --project api python api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
+      - name: Check VDB Ready (TiDB)
+        run: uv run --project api python api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
 
       - name: Test Vector Stores
         run: uv run --project api bash dev/pytest/pytest_vdb.sh

.gitignore

@@ -6,9 +6,6 @@ __pycache__/
 # C extensions
 *.so
 
-# *db files
-*.db
-
 # Distribution / packaging
 .Python
 build/
@@ -100,7 +97,6 @@ __pypackages__/
 
 # Celery stuff
 celerybeat-schedule
-celerybeat-schedule.db
 celerybeat.pid
 
 # SageMath parsed files
@@ -186,8 +182,6 @@ docker/volumes/couchbase/*
 docker/volumes/oceanbase/*
 docker/volumes/plugin_daemon/*
 docker/volumes/matrixone/*
-docker/volumes/mysql/*
-docker/volumes/seekdb/*
 !docker/volumes/oceanbase/init.d
 
 docker/nginx/conf.d/default.conf
@@ -240,7 +234,4 @@ scripts/stress-test/reports/
 
 # mcp
 .playwright-mcp/
-.serena/
-
-# settings
-*.local.json
+.serena/

.vscode/launch.json.template

@@ -8,7 +8,8 @@
             "module": "flask",
             "env": {
                 "FLASK_APP": "app.py",
-                "FLASK_ENV": "development"
+                "FLASK_ENV": "development",
+                "GEVENT_SUPPORT": "True"
             },
             "args": [
                 "run",
@@ -27,7 +28,9 @@
             "type": "debugpy",
             "request": "launch",
             "module": "celery",
-            "env": {},
+            "env": {
+                "GEVENT_SUPPORT": "True"
+            },
             "args": [
                 "-A",
                 "app.celery",
@@ -37,7 +40,7 @@
                 "-c",
                 "1",
                 "-Q",
-                "dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor",
+                "dataset,generation,mail,ops_trace",
                 "--loglevel",
                 "INFO"
             ],

.windsurf/rules/testing.md

@@ -1,5 +0,0 @@
-# Windsurf Testing Rules
-
-- Use `web/testing/testing.md` as the single source of truth for frontend automated testing.
-- Honor every requirement in that document when generating or accepting tests.
-- When proposing or saving tests, re-read that document and follow every requirement.

AGENTS.md

@@ -14,7 +14,7 @@ The codebase is split into:
 
 - Run backend CLI commands through `uv run --project api <command>`.
 
-- Before submission, all backend modifications must pass local checks: `make lint`, `make type-check`, and `uv run --project api --dev dev/pytest/pytest_unit_tests.sh`.
+- Backend QA gate requires passing `make lint`, `make type-check`, and `uv run --project api --dev dev/pytest/pytest_unit_tests.sh` before review.
 
 - Use Makefile targets for linting and formatting; `make lint` and `make type-check` cover the required checks.
 

CONTRIBUTING.md

@@ -77,8 +77,6 @@ How we prioritize:
 
 For setting up the frontend service, please refer to our comprehensive [guide](https://github.com/langgenius/dify/blob/main/web/README.md) in the `web/README.md` file. This document provides detailed instructions to help you set up the frontend environment properly.
 
-**Testing**: All React components must have comprehensive test coverage. See [web/testing/testing.md](https://github.com/langgenius/dify/blob/main/web/testing/testing.md) for the canonical frontend testing guidelines and follow every requirement described there.
-
 #### Backend
 
 For setting up the backend service, kindly refer to our detailed [instructions](https://github.com/langgenius/dify/blob/main/api/README.md) in the `api/README.md` file. This document contains step-by-step guidance to help you get the backend up and running smoothly.

Makefile

@@ -70,11 +70,6 @@ type-check:
 	@uv run --directory api --dev basedpyright
 	@echo "✅ Type check complete"
 
-test:
-	@echo "🧪 Running backend unit tests..."
-	@uv run --project api --dev dev/pytest/pytest_unit_tests.sh
-	@echo "✅ Tests complete"
-
 # Build Docker images
 build-web:
 	@echo "Building web Docker image: $(WEB_IMAGE):$(VERSION)..."
@@ -124,7 +119,6 @@ help:
 	@echo "  make check          - Check code with ruff"
 	@echo "  make lint           - Format and fix code with ruff"
 	@echo "  make type-check     - Run type checking with basedpyright"
-	@echo "  make test           - Run backend unit tests"
 	@echo ""
 	@echo "Docker Build Targets:"
 	@echo "  make build-web      - Build web Docker image"
@@ -134,4 +128,4 @@ help:
 	@echo "  make build-push-all - Build and push all Docker images"
 
 # Phony targets
-.PHONY: build-web build-api push-web push-api build-all push-all build-push-all dev-setup prepare-docker prepare-web prepare-api dev-clean help format check lint type-check test
+.PHONY: build-web build-api push-web push-api build-all push-all build-push-all dev-setup prepare-docker prepare-web prepare-api dev-clean help format check lint type-check

README.md

@@ -36,12 +36,6 @@
         <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
     <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
         <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Health Score" src="https://insights.linuxfoundation.org/api/badge/health-score?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Contributors" src="https://insights.linuxfoundation.org/api/badge/contributors?project=langgenius-dify"></a>
-    <a href="https://insights.linuxfoundation.org/project/langgenius-dify" target="_blank">
-        <img alt="LFX Active Contributors" src="https://insights.linuxfoundation.org/api/badge/active-contributors?project=langgenius-dify"></a>
 </p>
 
 <p align="center">
@@ -69,7 +63,7 @@ Dify is an open-source platform for developing LLM applications. Its intuitive i
 > - CPU >= 2 Core
 > - RAM >= 4 GiB
 
-<br/>
+</br>
 
 The easiest way to start the Dify server is through [Docker Compose](docker/docker-compose.yaml). Before running Dify with the following commands, make sure that [Docker](https://docs.docker.com/get-docker/) and [Docker Compose](https://docs.docker.com/compose/install/) are installed on your machine:
 
@@ -115,15 +109,15 @@ All of Dify's offerings come with corresponding APIs, so you could effortlessly
 
 ## Using Dify
 
-- **Cloud <br/>**
+- **Cloud </br>**
   We host a [Dify Cloud](https://dify.ai) service for anyone to try with zero setup. It provides all the capabilities of the self-deployed version, and includes 200 free GPT-4 calls in the sandbox plan.
 
-- **Self-hosting Dify Community Edition<br/>**
+- **Self-hosting Dify Community Edition</br>**
   Quickly get Dify running in your environment with this [starter guide](#quick-start).
   Use our [documentation](https://docs.dify.ai) for further references and more in-depth instructions.
 
-- **Dify for enterprise / organizations<br/>**
-  We provide additional enterprise-centric features. [Send us an email](mailto:business@dify.ai?subject=%5BGitHub%5DBusiness%20License%20Inquiry) to discuss your enterprise needs. <br/>
+- **Dify for enterprise / organizations</br>**
+  We provide additional enterprise-centric features. [Log your questions for us through this chatbot](https://udify.app/chat/22L1zSxg6yW1cWQg) or [send us an email](mailto:business@dify.ai?subject=%5BGitHub%5DBusiness%20License%20Inquiry) to discuss enterprise needs. </br>
 
   > For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one click. It's an affordable AMI offering with the option to create apps with custom logo and branding.
 
@@ -135,18 +129,8 @@ Star Dify on GitHub and be instantly notified of new releases.
 
 ## Advanced Setup
 
-### Custom configurations
-
 If you need to customize the configuration, please refer to the comments in our [.env.example](docker/.env.example) file and update the corresponding values in your `.env` file. Additionally, you might need to make adjustments to the `docker-compose.yaml` file itself, such as changing image versions, port mappings, or volume mounts, based on your specific deployment environment and requirements. After making any changes, please re-run `docker-compose up -d`. You can find the full list of available environment variables [here](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
-### Metrics Monitoring with Grafana
-
-Import the dashboard to Grafana, using Dify's PostgreSQL database as data source, to monitor metrics in granularity of apps, tenants, messages, and more.
-
-- [Grafana Dashboard by @bowenliang123](https://github.com/bowenliang123/dify-grafana-dashboard)
-
-### Deployment with Kubernetes
-
 If you'd like to configure a highly-available setup, there are community-contributed [Helm Charts](https://helm.sh/) and YAML files which allow Dify to be deployed on Kubernetes.
 
 - [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)

api/.env.example

@@ -27,9 +27,6 @@ FILES_URL=http://localhost:5001
 # Example: INTERNAL_FILES_URL=http://api:5001
 INTERNAL_FILES_URL=http://127.0.0.1:5001
 
-# TRIGGER URL
-TRIGGER_URL=http://localhost:5001
-
 # The time in seconds after the signature is rejected
 FILES_ACCESS_TIMEOUT=300
 
@@ -72,15 +69,12 @@ REDIS_CLUSTERS_PASSWORD=
 # celery configuration
 CELERY_BROKER_URL=redis://:difyai123456@localhost:${REDIS_PORT}/1
 CELERY_BACKEND=redis
-
-# Database configuration
-DB_TYPE=postgresql
+# PostgreSQL database configuration
 DB_USERNAME=postgres
 DB_PASSWORD=difyai123456
 DB_HOST=localhost
 DB_PORT=5432
 DB_DATABASE=dify
-
 SQLALCHEMY_POOL_PRE_PING=true
 SQLALCHEMY_POOL_TIMEOUT=30
 
@@ -162,11 +156,9 @@ SUPABASE_URL=your-server-url
 # CORS configuration
 WEB_API_CORS_ALLOW_ORIGINS=http://localhost:3000,*
 CONSOLE_CORS_ALLOW_ORIGINS=http://localhost:3000,*
-# When the frontend and backend run on different subdomains, set COOKIE_DOMAIN to the site’s top-level domain (e.g., `example.com`). Leading dots are optional.
-COOKIE_DOMAIN=
 
 # Vector database configuration
-# Supported values are `weaviate`, `oceanbase`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`,  `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`.
+# Supported values are `weaviate`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `oceanbase`, `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`.
 VECTOR_STORE=weaviate
 # Prefix used to create collection name in vector database
 VECTOR_INDEX_NAME_PREFIX=Vector_index
@@ -176,18 +168,6 @@ WEAVIATE_ENDPOINT=http://localhost:8080
 WEAVIATE_API_KEY=WVF5YThaHlkYwhGUSmCRgsX3tD5ngdN8pkih
 WEAVIATE_GRPC_ENABLED=false
 WEAVIATE_BATCH_SIZE=100
-WEAVIATE_TOKENIZATION=word
-
-# OceanBase Vector configuration
-OCEANBASE_VECTOR_HOST=127.0.0.1
-OCEANBASE_VECTOR_PORT=2881
-OCEANBASE_VECTOR_USER=root@test
-OCEANBASE_VECTOR_PASSWORD=difyai123456
-OCEANBASE_VECTOR_DATABASE=test
-OCEANBASE_MEMORY_LIMIT=6G
-OCEANBASE_ENABLE_HYBRID_SEARCH=false
-OCEANBASE_FULLTEXT_PARSER=ik
-SEEKDB_MEMORY_LIMIT=2G
 
 # Qdrant configuration, use `http://localhost:6333` for local mode or `https://your-qdrant-cluster-url.qdrant.io` for remote mode
 QDRANT_URL=http://localhost:6333
@@ -354,14 +334,14 @@ LINDORM_PASSWORD=admin
 LINDORM_USING_UGC=True
 LINDORM_QUERY_TIMEOUT=1
 
-# AlibabaCloud MySQL Vector configuration
-ALIBABACLOUD_MYSQL_HOST=127.0.0.1
-ALIBABACLOUD_MYSQL_PORT=3306
-ALIBABACLOUD_MYSQL_USER=root
-ALIBABACLOUD_MYSQL_PASSWORD=root
-ALIBABACLOUD_MYSQL_DATABASE=dify
-ALIBABACLOUD_MYSQL_MAX_CONNECTION=5
-ALIBABACLOUD_MYSQL_HNSW_M=6
+# OceanBase Vector configuration
+OCEANBASE_VECTOR_HOST=127.0.0.1
+OCEANBASE_VECTOR_PORT=2881
+OCEANBASE_VECTOR_USER=root@test
+OCEANBASE_VECTOR_PASSWORD=difyai123456
+OCEANBASE_VECTOR_DATABASE=test
+OCEANBASE_MEMORY_LIMIT=6G
+OCEANBASE_ENABLE_HYBRID_SEARCH=false
 
 # openGauss configuration
 OPENGAUSS_HOST=127.0.0.1
@@ -379,12 +359,6 @@ UPLOAD_IMAGE_FILE_SIZE_LIMIT=10
 UPLOAD_VIDEO_FILE_SIZE_LIMIT=100
 UPLOAD_AUDIO_FILE_SIZE_LIMIT=50
 
-# Comma-separated list of file extensions blocked from upload for security reasons.
-# Extensions should be lowercase without dots (e.g., exe,bat,sh,dll).
-# Empty by default to allow all file types.
-# Recommended: exe,bat,cmd,com,scr,vbs,ps1,msi,dll
-UPLOAD_FILE_EXTENSION_BLACKLIST=
-
 # Model configuration
 MULTIMODAL_SEND_FORMAT=base64
 PROMPT_GENERATION_MAX_TOKENS=512
@@ -451,9 +425,6 @@ CODE_EXECUTION_SSL_VERIFY=True
 CODE_EXECUTION_POOL_MAX_CONNECTIONS=100
 CODE_EXECUTION_POOL_MAX_KEEPALIVE_CONNECTIONS=20
 CODE_EXECUTION_POOL_KEEPALIVE_EXPIRY=5.0
-CODE_EXECUTION_CONNECT_TIMEOUT=10
-CODE_EXECUTION_READ_TIMEOUT=60
-CODE_EXECUTION_WRITE_TIMEOUT=10
 CODE_MAX_NUMBER=9223372036854775807
 CODE_MIN_NUMBER=-9223372036854775808
 CODE_MAX_STRING_LENGTH=400000
@@ -474,9 +445,6 @@ HTTP_REQUEST_NODE_MAX_BINARY_SIZE=10485760
 HTTP_REQUEST_NODE_MAX_TEXT_SIZE=1048576
 HTTP_REQUEST_NODE_SSL_VERIFY=True
 
-# Webhook request configuration
-WEBHOOK_REQUEST_BODY_MAX_SIZE=10485760
-
 # Respect X-* headers to redirect clients
 RESPECT_XFORWARD_HEADERS_ENABLED=false
 
@@ -532,7 +500,7 @@ API_WORKFLOW_NODE_EXECUTION_REPOSITORY=repositories.sqlalchemy_api_workflow_node
 API_WORKFLOW_RUN_REPOSITORY=repositories.sqlalchemy_api_workflow_run_repository.DifyAPISQLAlchemyWorkflowRunRepository
 # Workflow log cleanup configuration
 # Enable automatic cleanup of workflow run logs to manage database size
-WORKFLOW_LOG_CLEANUP_ENABLED=false
+WORKFLOW_LOG_CLEANUP_ENABLED=true
 # Number of days to retain workflow run logs (default: 30 days)
 WORKFLOW_LOG_RETENTION_DAYS=30
 # Batch size for workflow log cleanup operations (default: 100)
@@ -540,7 +508,6 @@ WORKFLOW_LOG_CLEANUP_BATCH_SIZE=100
 
 # App configuration
 APP_MAX_EXECUTION_TIME=1200
-APP_DEFAULT_ACTIVE_REQUESTS=0
 APP_MAX_ACTIVE_REQUESTS=0
 
 # Celery beat configuration
@@ -555,12 +522,6 @@ ENABLE_CLEAN_MESSAGES=false
 ENABLE_MAIL_CLEAN_DOCUMENT_NOTIFY_TASK=false
 ENABLE_DATASETS_QUEUE_MONITOR=false
 ENABLE_CHECK_UPGRADABLE_PLUGIN_TASK=true
-ENABLE_WORKFLOW_SCHEDULE_POLLER_TASK=true
-# Interval time in minutes for polling scheduled workflows(default: 1 min)
-WORKFLOW_SCHEDULE_POLLER_INTERVAL=1
-WORKFLOW_SCHEDULE_POLLER_BATCH_SIZE=100
-# Maximum number of scheduled workflows to dispatch per tick (0 for unlimited)
-WORKFLOW_SCHEDULE_MAX_DISPATCH_PER_TICK=0
 
 # Position configuration
 POSITION_TOOL_PINS=
@@ -632,9 +593,3 @@ SWAGGER_UI_PATH=/swagger-ui.html
 # Whether to encrypt dataset IDs when exporting DSL files (default: true)
 # Set to false to export dataset IDs as plain text for easier cross-environment import
 DSL_EXPORT_ENCRYPT_DATASET_ID=true
-
-# Tenant isolated task queue configuration
-TENANT_ISOLATED_TASK_CONCURRENCY=1
-
-# Maximum number of segments for dataset segments API (0 for unlimited)
-DATASET_MAX_SEGMENTS_PER_REQUEST=0

api/.importlinter

@@ -16,7 +16,6 @@ layers =
     graph
     nodes
     node_events
-    runtime
     entities
 containers =
     core.workflow

api/.vscode/launch.json.example

@@ -54,7 +54,7 @@
                 "--loglevel",
                 "DEBUG",
                 "-Q",
-                "dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor"
+                "dataset,generation,mail,ops_trace,app_deletion"
             ]
         }
     ]

api/AGENTS.md

@@ -1,62 +0,0 @@
-# Agent Skill Index
-
-Start with the section that best matches your need. Each entry lists the problems it solves plus key files/concepts so you know what to expect before opening it.
-
-______________________________________________________________________
-
-## Platform Foundations
-
-- **[Infrastructure Overview](agent_skills/infra.md)**\
-  When to read this:
-
-  - You need to understand where a feature belongs in the architecture.
-  - You’re wiring storage, Redis, vector stores, or OTEL.
-  - You’re about to add CLI commands or async jobs.\
-    What it covers: configuration stack (`configs/app_config.py`, remote settings), storage entry points (`extensions/ext_storage.py`, `core/file/file_manager.py`), Redis conventions (`extensions/ext_redis.py`), plugin runtime topology, vector-store factory (`core/rag/datasource/vdb/*`), observability hooks, SSRF proxy usage, and core CLI commands.
-
-- **[Coding Style](agent_skills/coding_style.md)**\
-  When to read this:
-
-  - You’re writing or reviewing backend code and need the authoritative checklist.
-  - You’re unsure about Pydantic validators, SQLAlchemy session usage, or logging patterns.
-  - You want the exact lint/type/test commands used in PRs.\
-    Includes: Ruff & BasedPyright commands, no-annotation policy, session examples (`with Session(db.engine, ...)`), `@field_validator` usage, logging expectations, and the rule set for file size, helpers, and package management.
-
-______________________________________________________________________
-
-## Plugin & Extension Development
-
-- **[Plugin Systems](agent_skills/plugin.md)**\
-  When to read this:
-
-  - You’re building or debugging a marketplace plugin.
-  - You need to know how manifests, providers, daemons, and migrations fit together.\
-    What it covers: plugin manifests (`core/plugin/entities/plugin.py`), installation/upgrade flows (`services/plugin/plugin_service.py`, CLI commands), runtime adapters (`core/plugin/impl/*` for tool/model/datasource/trigger/endpoint/agent), daemon coordination (`core/plugin/entities/plugin_daemon.py`), and how provider registries surface capabilities to the rest of the platform.
-
-- **[Plugin OAuth](agent_skills/plugin_oauth.md)**\
-  When to read this:
-
-  - You must integrate OAuth for a plugin or datasource.
-  - You’re handling credential encryption or refresh flows.\
-    Topics: credential storage, encryption helpers (`core/helper/provider_encryption.py`), OAuth client bootstrap (`services/plugin/oauth_service.py`, `services/plugin/plugin_parameter_service.py`), and how console/API layers expose the flows.
-
-______________________________________________________________________
-
-## Workflow Entry & Execution
-
-- **[Trigger Concepts](agent_skills/trigger.md)**\
-  When to read this:
-  - You’re debugging why a workflow didn’t start.
-  - You’re adding a new trigger type or hook.
-  - You need to trace async execution, draft debugging, or webhook/schedule pipelines.\
-    Details: Start-node taxonomy, webhook & schedule internals (`core/workflow/nodes/trigger_*`, `services/trigger/*`), async orchestration (`services/async_workflow_service.py`, Celery queues), debug event bus, and storage/logging interactions.
-
-______________________________________________________________________
-
-## Additional Notes for Agents
-
-- All skill docs assume you follow the coding style guide—run Ruff/BasedPyright/tests listed there before submitting changes.
-- When you cannot find an answer in these briefs, search the codebase using the paths referenced (e.g., `core/plugin/impl/tool.py`, `services/dataset_service.py`).
-- If you run into cross-cutting concerns (tenancy, configuration, storage), check the infrastructure guide first; it links to most supporting modules.
-- Keep multi-tenancy and configuration central: everything flows through `configs.dify_config` and `tenant_id`.
-- When touching plugins or triggers, consult both the system overview and the specialised doc to ensure you adjust lifecycle, storage, and observability consistently.

api/Dockerfile

@@ -15,11 +15,7 @@ FROM base AS packages
 # RUN sed -i 's@deb.debian.org@mirrors.aliyun.com@g' /etc/apt/sources.list.d/debian.sources
 
 RUN apt-get update \
-    && apt-get install -y --no-install-recommends \
-          # basic environment
-          g++ \
-          # for building gmpy2
-          libmpfr-dev libmpc-dev
+    && apt-get install -y --no-install-recommends gcc g++ libc-dev libffi-dev libgmp-dev libmpfr-dev libmpc-dev
 
 # Install Python dependencies
 COPY pyproject.toml uv.lock ./
@@ -48,22 +44,14 @@ ENV PYTHONIOENCODING=utf-8
 
 WORKDIR /app/api
 
-# Create non-root user
-ARG dify_uid=1001
-RUN groupadd -r -g ${dify_uid} dify && \
-    useradd -r -u ${dify_uid} -g ${dify_uid} -s /bin/bash dify && \
-    chown -R dify:dify /app
-
 RUN \
     apt-get update \
     # Install dependencies
     && apt-get install -y --no-install-recommends \
         # basic environment
-        curl nodejs \
-        # for gmpy2 \
-        libgmp-dev libmpfr-dev libmpc-dev \
+        curl nodejs libgmp-dev libmpfr-dev libmpc-dev \
         # For Security
-        expat libldap-2.5-0=2.5.13+dfsg-5 perl libsqlite3-0=3.40.1-2+deb12u2 zlib1g=1:1.2.13.dfsg-1 \
+        expat libldap-2.5-0 perl libsqlite3-0 zlib1g \
         # install fonts to support the use of tools like pypdfium2
         fonts-noto-cjk \
         # install a package to improve the accuracy of guessing mime type and file extension
@@ -75,29 +63,24 @@ RUN \
 
 # Copy Python environment and packages
 ENV VIRTUAL_ENV=/app/api/.venv
-COPY --from=packages --chown=dify:dify ${VIRTUAL_ENV} ${VIRTUAL_ENV}
+COPY --from=packages ${VIRTUAL_ENV} ${VIRTUAL_ENV}
 ENV PATH="${VIRTUAL_ENV}/bin:${PATH}"
 
 # Download nltk data
-RUN mkdir -p /usr/local/share/nltk_data && NLTK_DATA=/usr/local/share/nltk_data python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger'); nltk.download('stopwords')" \
-    && chmod -R 755 /usr/local/share/nltk_data
+RUN python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger')"
 
 ENV TIKTOKEN_CACHE_DIR=/app/api/.tiktoken_cache
 
-RUN python -c "import tiktoken; tiktoken.encoding_for_model('gpt2')" \
-    && chown -R dify:dify ${TIKTOKEN_CACHE_DIR}
+RUN python -c "import tiktoken; tiktoken.encoding_for_model('gpt2')"
 
 # Copy source code
-COPY --chown=dify:dify . /app/api/
-
-# Prepare entrypoint script
-COPY --chown=dify:dify --chmod=755 docker/entrypoint.sh /entrypoint.sh
+COPY . /app/api/
 
+# Copy entrypoint
+COPY docker/entrypoint.sh /entrypoint.sh
+RUN chmod +x /entrypoint.sh
 
 ARG COMMIT_SHA
 ENV COMMIT_SHA=${COMMIT_SHA}
-ENV NLTK_DATA=/usr/local/share/nltk_data
-
-USER dify
 
 ENTRYPOINT ["/bin/bash", "/entrypoint.sh"]

api/README.md

@@ -15,8 +15,8 @@
    ```bash
    cd ../docker
    cp middleware.env.example middleware.env
-   # change the profile to mysql if you are not using postgres,change the profile to other vector database if you are not using weaviate
-   docker compose -f docker-compose.middleware.yaml --profile postgresql --profile weaviate -p dify up -d
+   # change the profile to other vector database if you are not using weaviate
+   docker compose -f docker-compose.middleware.yaml --profile weaviate -p dify up -d
    cd ../api
    ```
 
@@ -26,10 +26,6 @@
    cp .env.example .env
    ```
 
-> [!IMPORTANT]
->
-> When the frontend and backend run on different subdomains, set COOKIE_DOMAIN to the site’s top-level domain (e.g., `example.com`). The frontend and backend must be under the same top-level domain in order to share authentication cookies.
-
 1. Generate a `SECRET_KEY` in the `.env` file.
 
    bash for Linux
@@ -84,7 +80,7 @@
 1. If you need to handle and debug the async tasks (e.g. dataset importing and documents indexing), please start the worker service.
 
 ```bash
-uv run celery -A app.celery worker -P threads -c 2 --loglevel INFO -Q dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor
+uv run celery -A app.celery worker -P gevent -c 2 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation
 ```
 
 Additionally, if you want to debug the celery scheduled tasks, you can run the following command in another terminal to start the beat service:

api/agent_skills/coding_style.md

@@ -1,115 +0,0 @@
-## Linter
-
-- Always follow `.ruff.toml`.
-- Run `uv run ruff check --fix --unsafe-fixes`.
-- Keep each line under 100 characters (including spaces).
-
-## Code Style
-
-- `snake_case` for variables and functions.
-- `PascalCase` for classes.
-- `UPPER_CASE` for constants.
-
-## Rules
-
-- Use Pydantic v2 standard.
-- Use `uv` for package management.
-- Do not override dunder methods like `__init__`, `__iadd__`, etc.
-- Never launch services (`uv run app.py`, `flask run`, etc.); running tests under `tests/` is allowed.
-- Prefer simple functions over classes for lightweight helpers.
-- Keep files below 800 lines; split when necessary.
-- Keep code readable—no clever hacks.
-- Never use `print`; log with `logger = logging.getLogger(__name__)`.
-
-## Guiding Principles
-
-- Mirror the project’s layered architecture: controller → service → core/domain.
-- Reuse existing helpers in `core/`, `services/`, and `libs/` before creating new abstractions.
-- Optimise for observability: deterministic control flow, clear logging, actionable errors.
-
-## SQLAlchemy Patterns
-
-- Models inherit from `models.base.Base`; never create ad-hoc metadata or engines.
-
-- Open sessions with context managers:
-
-  ```python
-  from sqlalchemy.orm import Session
-
-  with Session(db.engine, expire_on_commit=False) as session:
-      stmt = select(Workflow).where(
-          Workflow.id == workflow_id,
-          Workflow.tenant_id == tenant_id,
-      )
-      workflow = session.execute(stmt).scalar_one_or_none()
-  ```
-
-- Use SQLAlchemy expressions; avoid raw SQL unless necessary.
-
-- Introduce repository abstractions only for very large tables (e.g., workflow executions) to support alternative storage strategies.
-
-- Always scope queries by `tenant_id` and protect write paths with safeguards (`FOR UPDATE`, row counts, etc.).
-
-## Storage & External IO
-
-- Access storage via `extensions.ext_storage.storage`.
-- Use `core.helper.ssrf_proxy` for outbound HTTP fetches.
-- Background tasks that touch storage must be idempotent and log the relevant object identifiers.
-
-## Pydantic Usage
-
-- Define DTOs with Pydantic v2 models and forbid extras by default.
-
-- Use `@field_validator` / `@model_validator` for domain rules.
-
-- Example:
-
-  ```python
-  from pydantic import BaseModel, ConfigDict, HttpUrl, field_validator
-
-  class TriggerConfig(BaseModel):
-      endpoint: HttpUrl
-      secret: str
-
-      model_config = ConfigDict(extra="forbid")
-
-      @field_validator("secret")
-      def ensure_secret_prefix(cls, value: str) -> str:
-          if not value.startswith("dify_"):
-              raise ValueError("secret must start with dify_")
-          return value
-  ```
-
-## Generics & Protocols
-
-- Use `typing.Protocol` to define behavioural contracts (e.g., cache interfaces).
-- Apply generics (`TypeVar`, `Generic`) for reusable utilities like caches or providers.
-- Validate dynamic inputs at runtime when generics cannot enforce safety alone.
-
-## Error Handling & Logging
-
-- Raise domain-specific exceptions (`services/errors`, `core/errors`) and translate to HTTP responses in controllers.
-- Declare `logger = logging.getLogger(__name__)` at module top.
-- Include tenant/app/workflow identifiers in log context.
-- Log retryable events at `warning`, terminal failures at `error`.
-
-## Tooling & Checks
-
-- Format/lint: `uv run --project api --dev ruff format ./api` and `uv run --project api --dev ruff check --fix --unsafe-fixes ./api`.
-- Type checks: `uv run --directory api --dev basedpyright`.
-- Tests: `uv run --project api --dev dev/pytest/pytest_unit_tests.sh`.
-- Run all of the above before submitting your work.
-
-## Controllers & Services
-
-- Controllers: parse input via Pydantic, invoke services, return serialised responses; no business logic.
-- Services: coordinate repositories, providers, background tasks; keep side effects explicit.
-- Avoid repositories unless necessary; direct SQLAlchemy usage is preferred for typical tables.
-- Document non-obvious behaviour with concise comments.
-
-## Miscellaneous
-
-- Use `configs.dify_config` for configuration—never read environment variables directly.
-- Maintain tenant awareness end-to-end; `tenant_id` must flow through every layer touching shared resources.
-- Queue async work through `services/async_workflow_service`; implement tasks under `tasks/` with explicit queue selection.
-- Keep experimental scripts under `dev/`; do not ship them in production builds.

api/agent_skills/infra.md

@@ -1,96 +0,0 @@
-## Configuration
-
-- Import `configs.dify_config` for every runtime toggle. Do not read environment variables directly.
-- Add new settings to the proper mixin inside `configs/` (deployment, feature, middleware, etc.) so they load through `DifyConfig`.
-- Remote overrides come from the optional providers in `configs/remote_settings_sources`; keep defaults in code safe when the value is missing.
-- Example: logging pulls targets from `extensions/ext_logging.py`, and model provider URLs are assembled in `services/entities/model_provider_entities.py`.
-
-## Dependencies
-
-- Runtime dependencies live in `[project].dependencies` inside `pyproject.toml`. Optional clients go into the `storage`, `tools`, or `vdb` groups under `[dependency-groups]`.
-- Always pin versions and keep the list alphabetised. Shared tooling (lint, typing, pytest) belongs in the `dev` group.
-- When code needs a new package, explain why in the PR and run `uv lock` so the lockfile stays current.
-
-## Storage & Files
-
-- Use `extensions.ext_storage.storage` for all blob IO; it already respects the configured backend.
-- Convert files for workflows with helpers in `core/file/file_manager.py`; they handle signed URLs and multimodal payloads.
-- When writing controller logic, delegate upload quotas and metadata to `services/file_service.py` instead of touching storage directly.
-- All outbound HTTP fetches (webhooks, remote files) must go through the SSRF-safe client in `core/helper/ssrf_proxy.py`; it wraps `httpx` with the allow/deny rules configured for the platform.
-
-## Redis & Shared State
-
-- Access Redis through `extensions.ext_redis.redis_client`. For locking, reuse `redis_client.lock`.
-- Prefer higher-level helpers when available: rate limits use `libs.helper.RateLimiter`, provider metadata uses caches in `core/helper/provider_cache.py`.
-
-## Models
-
-- SQLAlchemy models sit in `models/` and inherit from the shared declarative `Base` defined in `models/base.py` (metadata configured via `models/engine.py`).
-- `models/__init__.py` exposes grouped aggregates: account/tenant models, app and conversation tables, datasets, providers, workflow runs, triggers, etc. Import from there to avoid deep path churn.
-- Follow the DDD boundary: persistence objects live in `models/`, repositories under `repositories/` translate them into domain entities, and services consume those repositories.
-- When adding a table, create the model class, register it in `models/__init__.py`, wire a repository if needed, and generate an Alembic migration as described below.
-
-## Vector Stores
-
-- Vector client implementations live in `core/rag/datasource/vdb/<provider>`, with a common factory in `core/rag/datasource/vdb/vector_factory.py` and enums in `core/rag/datasource/vdb/vector_type.py`.
-- Retrieval pipelines call these providers through `core/rag/datasource/retrieval_service.py` and dataset ingestion flows in `services/dataset_service.py`.
-- The CLI helper `flask vdb-migrate` orchestrates bulk migrations using routines in `commands.py`; reuse that pattern when adding new backend transitions.
-- To add another store, mirror the provider layout, register it with the factory, and include any schema changes in Alembic migrations.
-
-## Observability & OTEL
-
-- OpenTelemetry settings live under the observability mixin in `configs/observability`. Toggle exporters and sampling via `dify_config`, not ad-hoc env reads.
-- HTTP, Celery, Redis, SQLAlchemy, and httpx instrumentation is initialised in `extensions/ext_app_metrics.py` and `extensions/ext_request_logging.py`; reuse these hooks when adding new workers or entrypoints.
-- When creating background tasks or external calls, propagate tracing context with helpers in the existing instrumented clients (e.g. use the shared `httpx` session from `core/helper/http_client_pooling.py`).
-- If you add a new external integration, ensure spans and metrics are emitted by wiring the appropriate OTEL instrumentation package in `pyproject.toml` and configuring it in `extensions/`.
-
-## Ops Integrations
-
-- Langfuse support and other tracing bridges live under `core/ops/opik_trace`. Config toggles sit in `configs/observability`, while exporters are initialised in the OTEL extensions mentioned above.
-- External monitoring services should follow this pattern: keep client code in `core/ops`, expose switches via `dify_config`, and hook initialisation in `extensions/ext_app_metrics.py` or sibling modules.
-- Before instrumenting new code paths, check whether existing context helpers (e.g. `extensions/ext_request_logging.py`) already capture the necessary metadata.
-
-## Controllers, Services, Core
-
-- Controllers only parse HTTP input and call a service method. Keep business rules in `services/`.
-- Services enforce tenant rules, quotas, and orchestration, then call into `core/` engines (workflow execution, tools, LLMs).
-- When adding a new endpoint, search for an existing service to extend before introducing a new layer. Example: workflow APIs pipe through `services/workflow_service.py` into `core/workflow`.
-
-## Plugins, Tools, Providers
-
-- In Dify a plugin is a tenant-installable bundle that declares one or more providers (tool, model, datasource, trigger, endpoint, agent strategy) plus its resource needs and version metadata. The manifest (`core/plugin/entities/plugin.py`) mirrors what you see in the marketplace documentation.
-- Installation, upgrades, and migrations are orchestrated by `services/plugin/plugin_service.py` together with helpers such as `services/plugin/plugin_migration.py`.
-- Runtime loading happens through the implementations under `core/plugin/impl/*` (tool/model/datasource/trigger/endpoint/agent). These modules normalise plugin providers so that downstream systems (`core/tools/tool_manager.py`, `services/model_provider_service.py`, `services/trigger/*`) can treat builtin and plugin capabilities the same way.
-- For remote execution, plugin daemons (`core/plugin/entities/plugin_daemon.py`, `core/plugin/impl/plugin.py`) manage lifecycle hooks, credential forwarding, and background workers that keep plugin processes in sync with the main application.
-- Acquire tool implementations through `core/tools/tool_manager.py`; it resolves builtin, plugin, and workflow-as-tool providers uniformly, injecting the right context (tenant, credentials, runtime config).
-- To add a new plugin capability, extend the relevant `core/plugin/entities` schema and register the implementation in the matching `core/plugin/impl` module rather than importing the provider directly.
-
-## Async Workloads
-
-see `agent_skills/trigger.md` for more detailed documentation.
-
-- Enqueue background work through `services/async_workflow_service.py`. It routes jobs to the tiered Celery queues defined in `tasks/`.
-- Workers boot from `celery_entrypoint.py` and execute functions in `tasks/workflow_execution_tasks.py`, `tasks/trigger_processing_tasks.py`, etc.
-- Scheduled workflows poll from `schedule/workflow_schedule_tasks.py`. Follow the same pattern if you need new periodic jobs.
-
-## Database & Migrations
-
-- SQLAlchemy models live under `models/` and map directly to migration files in `migrations/versions`.
-- Generate migrations with `uv run --project api flask db revision --autogenerate -m "<summary>"`, then review the diff; never hand-edit the database outside Alembic.
-- Apply migrations locally using `uv run --project api flask db upgrade`; production deploys expect the same history.
-- If you add tenant-scoped data, confirm the upgrade includes tenant filters or defaults consistent with the service logic touching those tables.
-
-## CLI Commands
-
-- Maintenance commands from `commands.py` are registered on the Flask CLI. Run them via `uv run --project api flask <command>`.
-- Use the built-in `db` commands from Flask-Migrate for schema operations (`flask db upgrade`, `flask db stamp`, etc.). Only fall back to custom helpers if you need their extra behaviour.
-- Custom entries such as `flask reset-password`, `flask reset-email`, and `flask vdb-migrate` handle self-hosted account recovery and vector database migrations.
-- Before adding a new command, check whether an existing service can be reused and ensure the command guards edition-specific behaviour (many enforce `SELF_HOSTED`). Document any additions in the PR.
-- Ruff helpers are run directly with `uv`: `uv run --project api --dev ruff format ./api` for formatting and `uv run --project api --dev ruff check ./api` (add `--fix` if you want automatic fixes).
-
-## When You Add Features
-
-- Check for an existing helper or service before writing a new util.
-- Uphold tenancy: every service method should receive the tenant ID from controller wrappers such as `controllers/console/wraps.py`.
-- Update or create tests alongside behaviour changes (`tests/unit_tests` for fast coverage, `tests/integration_tests` when touching orchestrations).
-- Run `uv run --project api --dev ruff check ./api`, `uv run --directory api --dev basedpyright`, and `uv run --project api --dev dev/pytest/pytest_unit_tests.sh` before submitting changes.

api/agent_skills/plugin.md

@@ -1 +0,0 @@
-// TBD

api/agent_skills/plugin_oauth.md

@@ -1 +0,0 @@
-// TBD

api/agent_skills/trigger.md

@@ -1,53 +0,0 @@
-## Overview
-
-Trigger is a collection of nodes that we called `Start` nodes, also, the concept of `Start` is the same as `RootNode` in the workflow engine `core/workflow/graph_engine`, On the other hand, `Start` node is the entry point of workflows, every workflow run always starts from a `Start` node.
-
-## Trigger nodes
-
-- `UserInput`
-- `Trigger Webhook`
-- `Trigger Schedule`
-- `Trigger Plugin`
-
-### UserInput
-
-Before `Trigger` concept is introduced, it's what we called `Start` node, but now, to avoid confusion, it was renamed to `UserInput` node, has a strong relation with `ServiceAPI` in `controllers/service_api/app`
-
-1. `UserInput` node introduces a list of arguments that need to be provided by the user, finally it will be converted into variables in the workflow variable pool.
-1. `ServiceAPI` accept those arguments, and pass through them into `UserInput` node.
-1. For its detailed implementation, please refer to `core/workflow/nodes/start`
-
-### Trigger Webhook
-
-Inside Webhook Node, Dify provided a UI panel that allows user define a HTTP manifest `core/workflow/nodes/trigger_webhook/entities.py`.`WebhookData`, also, Dify generates a random webhook id for each `Trigger Webhook` node, the implementation was implemented in `core/trigger/utils/endpoint.py`, as you can see, `webhook-debug` is a debug mode for webhook, you may find it in `controllers/trigger/webhook.py`.
-
-Finally, requests to `webhook` endpoint will be converted into variables in workflow variable pool during workflow execution.
-
-### Trigger Schedule
-
-`Trigger Schedule` node is a node that allows user define a schedule to trigger the workflow, detailed manifest is here `core/workflow/nodes/trigger_schedule/entities.py`, we have a poller and executor to handle millions of schedules, see `docker/entrypoint.sh` / `schedule/workflow_schedule_task.py` for help.
-
-To Achieve this, a `WorkflowSchedulePlan` model was introduced in `models/trigger.py`, and a `events/event_handlers/sync_workflow_schedule_when_app_published.py` was used to sync workflow schedule plans when app is published.
-
-### Trigger Plugin
-
-`Trigger Plugin` node allows user define there own distributed trigger plugin, whenever a request was received, Dify forwards it to the plugin and wait for parsed variables from it.
-
-1. Requests were saved in storage by `services/trigger/trigger_request_service.py`, referenced by `services/trigger/trigger_service.py`.`TriggerService`.`process_endpoint`
-1. Plugins accept those requests and parse variables from it, see `core/plugin/impl/trigger.py` for details.
-
-A `subscription` concept was out here by Dify, it means an endpoint address from Dify was bound to thirdparty webhook service like `Github` `Slack` `Linear` `GoogleDrive` `Gmail` etc. Once a subscription was created, Dify continually receives requests from the platforms and handle them one by one.
-
-## Worker Pool / Async Task
-
-All the events that triggered a new workflow run is always in async mode, a unified entrypoint can be found here `services/async_workflow_service.py`.`AsyncWorkflowService`.`trigger_workflow_async`.
-
-The infrastructure we used is `celery`, we've already configured it in `docker/entrypoint.sh`, and the consumers are in `tasks/async_workflow_tasks.py`, 3 queues were used to handle different tiers of users, `PROFESSIONAL_QUEUE` `TEAM_QUEUE` `SANDBOX_QUEUE`.
-
-## Debug Strategy
-
-Dify divided users into 2 groups: builders / end users.
-
-Builders are the users who create workflows, in this stage, debugging a workflow becomes a critical part of the workflow development process, as the start node in workflows, trigger nodes can `listen` to the events from `WebhookDebug` `Schedule` `Plugin`, debugging process was created in `controllers/console/app/workflow.py`.`DraftWorkflowTriggerNodeApi`.
-
-A polling process can be considered as combine of few single `poll` operations, each `poll` operation fetches events cached in `Redis`, returns `None` if no event was found, more detailed implemented: `core/trigger/debug/event_bus.py` was used to handle the polling process, and `core/trigger/debug/event_selectors.py` was used to select the event poller based on the trigger type.

api/app.py

@@ -1,29 +1,54 @@
+import os
 import sys
 
 
-def is_db_command() -> bool:
+def is_db_command():
     if len(sys.argv) > 1 and sys.argv[0].endswith("flask") and sys.argv[1] == "db":
         return True
     return False
 
 
 # create app
+celery = None
+flask_app = None
+socketio_app = None
+
 if is_db_command():
     from app_factory import create_migrations_app
 
     app = create_migrations_app()
+    socketio_app = app
+    flask_app = app
 else:
-    # Gunicorn and Celery handle monkey patching automatically in production by
-    # specifying the `gevent` worker class. Manual monkey patching is not required here.
+    # It seems that JetBrains Python debugger does not work well with gevent,
+    # so we need to disable gevent in debug mode.
+    # If you are using debugpy and set GEVENT_SUPPORT=True, you can debug with gevent.
+    # if (flask_debug := os.environ.get("FLASK_DEBUG", "0")) and flask_debug.lower() in {"false", "0", "no"}:
+    # from gevent import monkey
     #
-    # See `api/docker/entrypoint.sh` (lines 33 and 47) for details.
+    # # gevent
+    # monkey.patch_all()
     #
-    # For third-party library patching, refer to `gunicorn.conf.py` and `celery_entrypoint.py`.
+    # from grpc.experimental import gevent as grpc_gevent  # type: ignore
+    #
+    # # grpc gevent
+    # grpc_gevent.init_gevent()
+
+    # import psycogreen.gevent  # type: ignore
+    #
+    # psycogreen.gevent.patch_psycopg()
 
     from app_factory import create_app
 
-    app = create_app()
-    celery = app.extensions["celery"]
+    socketio_app, flask_app = create_app()
+    app = flask_app
+    celery = flask_app.extensions["celery"]
 
 if __name__ == "__main__":
-    app.run(host="0.0.0.0", port=5001)
+    from gevent import pywsgi
+    from geventwebsocket.handler import WebSocketHandler
+
+    host = os.environ.get("HOST", "0.0.0.0")
+    port = int(os.environ.get("PORT", 5001))
+    server = pywsgi.WSGIServer((host, port), socketio_app, handler_class=WebSocketHandler)
+    server.serve_forever()

api/app_factory.py

@@ -18,7 +18,6 @@ def create_flask_app_with_configs() -> DifyApp:
     """
     dify_app = DifyApp(__name__)
     dify_app.config.from_mapping(dify_config.model_dump())
-    dify_app.config["RESTX_INCLUDE_ALL_MODELS"] = True
 
     # add before request hook
     @dify_app.before_request
@@ -32,14 +31,22 @@ def create_flask_app_with_configs() -> DifyApp:
     return dify_app
 
 
-def create_app() -> DifyApp:
+def create_app() -> tuple[any, DifyApp]:
     start_time = time.perf_counter()
     app = create_flask_app_with_configs()
     initialize_extensions(app)
+
+    import socketio
+
+    from extensions.ext_socketio import sio
+
+    sio.app = app
+    socketio_app = socketio.WSGIApp(sio, app)
+
     end_time = time.perf_counter()
     if dify_config.DEBUG:
         logger.info("Finished create_app (%s ms)", round((end_time - start_time) * 1000, 2))
-    return app
+    return socketio_app, app
 
 
 def initialize_extensions(app: DifyApp):
@@ -51,7 +58,6 @@ def initialize_extensions(app: DifyApp):
         ext_commands,
         ext_compress,
         ext_database,
-        ext_forward_refs,
         ext_hosting_provider,
         ext_import_modules,
         ext_logging,
@@ -76,7 +82,6 @@ def initialize_extensions(app: DifyApp):
         ext_warnings,
         ext_import_modules,
         ext_orjson,
-        ext_forward_refs,
         ext_set_secretkey,
         ext_compress,
         ext_code_based_extension,

api/cnt_base.sh

@@ -1,7 +0,0 @@
-#!/bin/bash
-set -euxo pipefail
-
-for pattern in "Base" "TypeBase"; do
-    printf "%s " "$pattern"
-    grep "($pattern):" -r --include='*.py' --exclude-dir=".venv" --exclude-dir="tests" . | wc -l
-done

api/commands.py

@@ -15,12 +15,12 @@ from sqlalchemy.orm import sessionmaker
 from configs import dify_config
 from constants.languages import languages
 from core.helper import encrypter
-from core.plugin.entities.plugin_daemon import CredentialType
 from core.plugin.impl.plugin import PluginInstaller
 from core.rag.datasource.vdb.vector_factory import Vector
 from core.rag.datasource.vdb.vector_type import VectorType
 from core.rag.index_processor.constant.built_in_field import BuiltInField
 from core.rag.models.document import Document
+from core.tools.entities.tool_entities import CredentialType
 from core.tools.utils.system_oauth_encryption import encrypt_system_oauth_params
 from events.app_event import app_was_created
 from extensions.ext_database import db
@@ -321,8 +321,6 @@ def migrate_knowledge_vector_database():
             )
 
             datasets = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
-            if not datasets.items:
-                break
         except SQLAlchemyError:
             raise
 
@@ -1229,55 +1227,6 @@ def setup_system_tool_oauth_client(provider, client_params):
     click.echo(click.style(f"OAuth client params setup successfully. id: {oauth_client.id}", fg="green"))
 
 
-@click.command("setup-system-trigger-oauth-client", help="Setup system trigger oauth client.")
-@click.option("--provider", prompt=True, help="Provider name")
-@click.option("--client-params", prompt=True, help="Client Params")
-def setup_system_trigger_oauth_client(provider, client_params):
-    """
-    Setup system trigger oauth client
-    """
-    from models.provider_ids import TriggerProviderID
-    from models.trigger import TriggerOAuthSystemClient
-
-    provider_id = TriggerProviderID(provider)
-    provider_name = provider_id.provider_name
-    plugin_id = provider_id.plugin_id
-
-    try:
-        # json validate
-        click.echo(click.style(f"Validating client params: {client_params}", fg="yellow"))
-        client_params_dict = TypeAdapter(dict[str, Any]).validate_json(client_params)
-        click.echo(click.style("Client params validated successfully.", fg="green"))
-
-        click.echo(click.style(f"Encrypting client params: {client_params}", fg="yellow"))
-        click.echo(click.style(f"Using SECRET_KEY: `{dify_config.SECRET_KEY}`", fg="yellow"))
-        oauth_client_params = encrypt_system_oauth_params(client_params_dict)
-        click.echo(click.style("Client params encrypted successfully.", fg="green"))
-    except Exception as e:
-        click.echo(click.style(f"Error parsing client params: {str(e)}", fg="red"))
-        return
-
-    deleted_count = (
-        db.session.query(TriggerOAuthSystemClient)
-        .filter_by(
-            provider=provider_name,
-            plugin_id=plugin_id,
-        )
-        .delete()
-    )
-    if deleted_count > 0:
-        click.echo(click.style(f"Deleted {deleted_count} existing oauth client params.", fg="yellow"))
-
-    oauth_client = TriggerOAuthSystemClient(
-        provider=provider_name,
-        plugin_id=plugin_id,
-        encrypted_oauth_params=oauth_client_params,
-    )
-    db.session.add(oauth_client)
-    db.session.commit()
-    click.echo(click.style(f"OAuth client params setup successfully. id: {oauth_client.id}", fg="green"))
-
-
 def _find_orphaned_draft_variables(batch_size: int = 1000) -> list[str]:
     """
     Find draft variables that reference non-existent apps.
@@ -1471,10 +1420,7 @@ def setup_datasource_oauth_client(provider, client_params):
 
 
 @click.command("transform-datasource-credentials", help="Transform datasource credentials.")
-@click.option(
-    "--environment", prompt=True, help="the environment to transform datasource credentials", default="online"
-)
-def transform_datasource_credentials(environment: str):
+def transform_datasource_credentials():
     """
     Transform datasource credentials
     """
@@ -1485,14 +1431,9 @@ def transform_datasource_credentials(environment: str):
         notion_plugin_id = "langgenius/notion_datasource"
         firecrawl_plugin_id = "langgenius/firecrawl_datasource"
         jina_plugin_id = "langgenius/jina_datasource"
-        if environment == "online":
-            notion_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(notion_plugin_id)  # pyright: ignore[reportPrivateUsage]
-            firecrawl_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(firecrawl_plugin_id)  # pyright: ignore[reportPrivateUsage]
-            jina_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(jina_plugin_id)  # pyright: ignore[reportPrivateUsage]
-        else:
-            notion_plugin_unique_identifier = None
-            firecrawl_plugin_unique_identifier = None
-            jina_plugin_unique_identifier = None
+        notion_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(notion_plugin_id)  # pyright: ignore[reportPrivateUsage]
+        firecrawl_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(firecrawl_plugin_id)  # pyright: ignore[reportPrivateUsage]
+        jina_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(jina_plugin_id)  # pyright: ignore[reportPrivateUsage]
         oauth_credential_type = CredentialType.OAUTH2
         api_key_credential_type = CredentialType.API_KEY
 
@@ -1580,14 +1521,6 @@ def transform_datasource_credentials(environment: str):
                     auth_count = 0
                     for firecrawl_tenant_credential in firecrawl_tenant_credentials:
                         auth_count += 1
-                        if not firecrawl_tenant_credential.credentials:
-                            click.echo(
-                                click.style(
-                                    f"Skipping firecrawl credential for tenant {tenant_id} due to missing credentials.",
-                                    fg="yellow",
-                                )
-                            )
-                            continue
                         # get credential api key
                         credentials_json = json.loads(firecrawl_tenant_credential.credentials)
                         api_key = credentials_json.get("config", {}).get("api_key")
@@ -1643,14 +1576,6 @@ def transform_datasource_credentials(environment: str):
                     auth_count = 0
                     for jina_tenant_credential in jina_tenant_credentials:
                         auth_count += 1
-                        if not jina_tenant_credential.credentials:
-                            click.echo(
-                                click.style(
-                                    f"Skipping jina credential for tenant {tenant_id} due to missing credentials.",
-                                    fg="yellow",
-                                )
-                            )
-                            continue
                         # get credential api key
                         credentials_json = json.loads(jina_tenant_credential.credentials)
                         api_key = credentials_json.get("config", {}).get("api_key")
@@ -1658,7 +1583,7 @@ def transform_datasource_credentials(environment: str):
                             "integration_secret": api_key,
                         }
                         datasource_provider = DatasourceProvider(
-                            provider="jinareader",
+                            provider="jina",
                             tenant_id=tenant_id,
                             plugin_id=jina_plugin_id,
                             auth_type=api_key_credential_type.value,

api/configs/feature/__init__.py

@@ -73,14 +73,14 @@ class AppExecutionConfig(BaseSettings):
         description="Maximum allowed execution time for the application in seconds",
         default=1200,
     )
-    APP_DEFAULT_ACTIVE_REQUESTS: NonNegativeInt = Field(
-        description="Default number of concurrent active requests per app (0 for unlimited)",
-        default=0,
-    )
     APP_MAX_ACTIVE_REQUESTS: NonNegativeInt = Field(
         description="Maximum number of concurrent active requests per app (0 for unlimited)",
         default=0,
     )
+    APP_DAILY_RATE_LIMIT: NonNegativeInt = Field(
+        description="Maximum number of requests per app per day",
+        default=5000,
+    )
 
 
 class CodeExecutionSandboxConfig(BaseSettings):
@@ -174,33 +174,6 @@ class CodeExecutionSandboxConfig(BaseSettings):
     )
 
 
-class TriggerConfig(BaseSettings):
-    """
-    Configuration for trigger
-    """
-
-    WEBHOOK_REQUEST_BODY_MAX_SIZE: PositiveInt = Field(
-        description="Maximum allowed size for webhook request bodies in bytes",
-        default=10485760,
-    )
-
-
-class AsyncWorkflowConfig(BaseSettings):
-    """
-    Configuration for async workflow
-    """
-
-    ASYNC_WORKFLOW_SCHEDULER_GRANULARITY: int = Field(
-        description="Granularity for async workflow scheduler, "
-        "sometime, few users could block the queue due to some time-consuming tasks, "
-        "to avoid this, workflow can be suspended if needed, to achieve"
-        "this, a time-based checker is required, every granularity seconds, "
-        "the checker will check the workflow queue and suspend the workflow",
-        default=120,
-        ge=1,
-    )
-
-
 class PluginConfig(BaseSettings):
     """
     Plugin configs
@@ -216,11 +189,6 @@ class PluginConfig(BaseSettings):
         default="plugin-api-key",
     )
 
-    PLUGIN_DAEMON_TIMEOUT: PositiveFloat | None = Field(
-        description="Timeout in seconds for requests to the plugin daemon (set to None to disable)",
-        default=300.0,
-    )
-
     INNER_API_KEY_FOR_PLUGIN: str = Field(description="Inner api key for plugin", default="inner-api-key")
 
     PLUGIN_REMOTE_INSTALL_HOST: str = Field(
@@ -290,8 +258,6 @@ class EndpointConfig(BaseSettings):
         description="Template url for endpoint plugin", default="http://localhost:5002/e/{hook_id}"
     )
 
-    TRIGGER_URL: str = Field(description="Template url for triggers", default="http://localhost:5001")
-
 
 class FileAccessConfig(BaseSettings):
     """
@@ -360,42 +326,12 @@ class FileUploadConfig(BaseSettings):
         default=10,
     )
 
-    inner_UPLOAD_FILE_EXTENSION_BLACKLIST: str = Field(
-        description=(
-            "Comma-separated list of file extensions that are blocked from upload. "
-            "Extensions should be lowercase without dots (e.g., 'exe,bat,sh,dll'). "
-            "Empty by default to allow all file types."
-        ),
-        validation_alias=AliasChoices("UPLOAD_FILE_EXTENSION_BLACKLIST"),
-        default="",
-    )
-
-    @computed_field  # type: ignore[misc]
-    @property
-    def UPLOAD_FILE_EXTENSION_BLACKLIST(self) -> set[str]:
-        """
-        Parse and return the blacklist as a set of lowercase extensions.
-        Returns an empty set if no blacklist is configured.
-        """
-        if not self.inner_UPLOAD_FILE_EXTENSION_BLACKLIST:
-            return set()
-        return {
-            ext.strip().lower().strip(".")
-            for ext in self.inner_UPLOAD_FILE_EXTENSION_BLACKLIST.split(",")
-            if ext.strip()
-        }
-
 
 class HttpConfig(BaseSettings):
     """
     HTTP-related configurations for the application
     """
 
-    COOKIE_DOMAIN: str = Field(
-        description="Explicit cookie domain for console/service cookies when sharing across subdomains",
-        default="",
-    )
-
     API_COMPRESSION_ENABLED: bool = Field(
         description="Enable or disable gzip compression for HTTP responses",
         default=False,
@@ -607,7 +543,7 @@ class UpdateConfig(BaseSettings):
 
 class WorkflowVariableTruncationConfig(BaseSettings):
     WORKFLOW_VARIABLE_TRUNCATION_MAX_SIZE: PositiveInt = Field(
-        # 1000 KiB
+        # 100KB
         1024_000,
         description="Maximum size for variable to trigger final truncation.",
     )
@@ -900,6 +836,16 @@ class MailConfig(BaseSettings):
         default=None,
     )
 
+    ENABLE_TRIAL_APP: bool = Field(
+        description="Enable trial app",
+        default=False,
+    )
+
+    ENABLE_EXPLORE_BANNER: bool = Field(
+        description="Enable explore banner",
+        default=False,
+    )
+
 
 class RagEtlConfig(BaseSettings):
     """
@@ -974,11 +920,6 @@ class DataSetConfig(BaseSettings):
         default=True,
     )
 
-    DATASET_MAX_SEGMENTS_PER_REQUEST: NonNegativeInt = Field(
-        description="Maximum number of segments for dataset segments API (0 for unlimited)",
-        default=0,
-    )
-
 
 class WorkspaceConfig(BaseSettings):
     """
@@ -1054,44 +995,6 @@ class CeleryScheduleTasksConfig(BaseSettings):
         description="Enable check upgradable plugin task",
         default=True,
     )
-    ENABLE_WORKFLOW_SCHEDULE_POLLER_TASK: bool = Field(
-        description="Enable workflow schedule poller task",
-        default=True,
-    )
-    WORKFLOW_SCHEDULE_POLLER_INTERVAL: int = Field(
-        description="Workflow schedule poller interval in minutes",
-        default=1,
-    )
-    WORKFLOW_SCHEDULE_POLLER_BATCH_SIZE: int = Field(
-        description="Maximum number of schedules to process in each poll batch",
-        default=100,
-    )
-    WORKFLOW_SCHEDULE_MAX_DISPATCH_PER_TICK: int = Field(
-        description="Maximum schedules to dispatch per tick (0=unlimited, circuit breaker)",
-        default=0,
-    )
-
-    # Trigger provider refresh (simple version)
-    ENABLE_TRIGGER_PROVIDER_REFRESH_TASK: bool = Field(
-        description="Enable trigger provider refresh poller",
-        default=True,
-    )
-    TRIGGER_PROVIDER_REFRESH_INTERVAL: int = Field(
-        description="Trigger provider refresh poller interval in minutes",
-        default=1,
-    )
-    TRIGGER_PROVIDER_REFRESH_BATCH_SIZE: int = Field(
-        description="Max trigger subscriptions to process per tick",
-        default=200,
-    )
-    TRIGGER_PROVIDER_CREDENTIAL_THRESHOLD_SECONDS: int = Field(
-        description="Proactive credential refresh threshold in seconds",
-        default=60 * 60,
-    )
-    TRIGGER_PROVIDER_SUBSCRIPTION_THRESHOLD_SECONDS: int = Field(
-        description="Proactive subscription refresh threshold in seconds",
-        default=60 * 60,
-    )
 
 
 class PositionConfig(BaseSettings):
@@ -1190,7 +1093,7 @@ class AccountConfig(BaseSettings):
 
 
 class WorkflowLogConfig(BaseSettings):
-    WORKFLOW_LOG_CLEANUP_ENABLED: bool = Field(default=False, description="Enable workflow run log cleanup")
+    WORKFLOW_LOG_CLEANUP_ENABLED: bool = Field(default=True, description="Enable workflow run log cleanup")
     WORKFLOW_LOG_RETENTION_DAYS: int = Field(default=30, description="Retention days for workflow run logs")
     WORKFLOW_LOG_CLEANUP_BATCH_SIZE: int = Field(
         default=100, description="Batch size for workflow run log cleanup operations"
@@ -1209,21 +1112,12 @@ class SwaggerUIConfig(BaseSettings):
     )
 
 
-class TenantIsolatedTaskQueueConfig(BaseSettings):
-    TENANT_ISOLATED_TASK_CONCURRENCY: int = Field(
-        description="Number of tasks allowed to be delivered concurrently from isolated queue per tenant",
-        default=1,
-    )
-
-
 class FeatureConfig(
     # place the configs in alphabet order
     AppExecutionConfig,
     AuthConfig,  # Changed from OAuthConfig to AuthConfig
     BillingConfig,
     CodeExecutionSandboxConfig,
-    TriggerConfig,
-    AsyncWorkflowConfig,
     PluginConfig,
     MarketplaceConfig,
     DataSetConfig,
@@ -1242,7 +1136,6 @@ class FeatureConfig(
     RagEtlConfig,
     RepositoryConfig,
     SecurityConfig,
-    TenantIsolatedTaskQueueConfig,
     ToolConfig,
     UpdateConfig,
     WorkflowConfig,

api/configs/feature/hosted_service/__init__.py

@@ -8,6 +8,11 @@ class HostedCreditConfig(BaseSettings):
         default="",
     )
 
+    HOSTED_POOL_CREDITS: int = Field(
+        description="Pool credits for hosted service",
+        default=200,
+    )
+
     def get_model_credits(self, model_name: str) -> int:
         """
         Get credit value for a specific model name.
@@ -70,11 +75,6 @@ class HostedOpenAiConfig(BaseSettings):
         "text-davinci-003",
     )
 
-    HOSTED_OPENAI_QUOTA_LIMIT: NonNegativeInt = Field(
-        description="Quota limit for hosted OpenAI service usage",
-        default=200,
-    )
-
     HOSTED_OPENAI_PAID_ENABLED: bool = Field(
         description="Enable paid access to hosted OpenAI service",
         default=False,
@@ -98,6 +98,129 @@ class HostedOpenAiConfig(BaseSettings):
     )
 
 
+class HostedGeminiConfig(BaseSettings):
+    """
+    Configuration for fetching Gemini service
+    """
+
+    HOSTED_GEMINI_API_KEY: str | None = Field(
+        description="API key for hosted Gemini service",
+        default=None,
+    )
+
+    HOSTED_GEMINI_API_BASE: str | None = Field(
+        description="Base URL for hosted Gemini API",
+        default=None,
+    )
+
+    HOSTED_GEMINI_API_ORGANIZATION: str | None = Field(
+        description="Organization ID for hosted Gemini service",
+        default=None,
+    )
+
+    HOSTED_GEMINI_TRIAL_ENABLED: bool = Field(
+        description="Enable trial access to hosted Gemini service",
+        default=False,
+    )
+
+    HOSTED_GEMINI_TRIAL_MODELS: str = Field(
+        description="Comma-separated list of available models for trial access",
+        default="gemini-2.5-flash,gemini-2.0-flash,gemini-2.0-flash-lite,",
+    )
+
+    HOSTED_GEMINI_PAID_ENABLED: bool = Field(
+        description="Enable paid access to hosted gemini service",
+        default=False,
+    )
+
+    HOSTED_GEMINI_PAID_MODELS: str = Field(
+        description="Comma-separated list of available models for paid access",
+        default="gemini-2.5-flash,gemini-2.0-flash,gemini-2.0-flash-lite,",
+    )
+
+
+class HostedXAIConfig(BaseSettings):
+    """
+    Configuration for fetching XAI service
+    """
+
+    HOSTED_XAI_API_KEY: str | None = Field(
+        description="API key for hosted XAI service",
+        default=None,
+    )
+
+    HOSTED_XAI_API_BASE: str | None = Field(
+        description="Base URL for hosted XAI API",
+        default=None,
+    )
+
+    HOSTED_XAI_API_ORGANIZATION: str | None = Field(
+        description="Organization ID for hosted XAI service",
+        default=None,
+    )
+
+    HOSTED_XAI_TRIAL_ENABLED: bool = Field(
+        description="Enable trial access to hosted XAI service",
+        default=False,
+    )
+
+    HOSTED_XAI_TRIAL_MODELS: str = Field(
+        description="Comma-separated list of available models for trial access",
+        default="grok-3,grok-3-mini,grok-3-mini-fast",
+    )
+
+    HOSTED_XAI_PAID_ENABLED: bool = Field(
+        description="Enable paid access to hosted XAI service",
+        default=False,
+    )
+
+    HOSTED_XAI_PAID_MODELS: str = Field(
+        description="Comma-separated list of available models for paid access",
+        default="grok-3,grok-3-mini,grok-3-mini-fast",
+    )
+
+
+class HostedDeepseekConfig(BaseSettings):
+    """
+    Configuration for fetching Deepseek service
+    """
+
+    HOSTED_DEEPSEEK_API_KEY: str | None = Field(
+        description="API key for hosted Deepseek service",
+        default=None,
+    )
+
+    HOSTED_DEEPSEEK_API_BASE: str | None = Field(
+        description="Base URL for hosted Deepseek API",
+        default=None,
+    )
+
+    HOSTED_DEEPSEEK_API_ORGANIZATION: str | None = Field(
+        description="Organization ID for hosted Deepseek service",
+        default=None,
+    )
+
+    HOSTED_DEEPSEEK_TRIAL_ENABLED: bool = Field(
+        description="Enable trial access to hosted Deepseek service",
+        default=False,
+    )
+
+    HOSTED_DEEPSEEK_TRIAL_MODELS: str = Field(
+        description="Comma-separated list of available models for trial access",
+        default="deepseek-chat,deepseek-reasoner",
+    )
+
+    HOSTED_DEEPSEEK_PAID_ENABLED: bool = Field(
+        description="Enable paid access to hosted XAI service",
+        default=False,
+    )
+
+    HOSTED_DEEPSEEK_PAID_MODELS: str = Field(
+        description="Comma-separated list of available models for paid access",
+        default="grok-3,grok-3-mini,grok-3-mini-fast",
+    )
+
+
 class HostedAzureOpenAiConfig(BaseSettings):
     """
     Configuration for hosted Azure OpenAI service
@@ -144,16 +267,32 @@ class HostedAnthropicConfig(BaseSettings):
         default=False,
     )
 
-    HOSTED_ANTHROPIC_QUOTA_LIMIT: NonNegativeInt = Field(
-        description="Quota limit for hosted Anthropic service usage",
-        default=600000,
-    )
-
     HOSTED_ANTHROPIC_PAID_ENABLED: bool = Field(
         description="Enable paid access to hosted Anthropic service",
         default=False,
     )
 
+    HOSTED_ANTHROPIC_TRIAL_MODELS: str = Field(
+        description="Comma-separated list of available models for paid access",
+        default="claude-opus-4-20250514,"
+        "claude-opus-4-20250514,"
+        "claude-sonnet-4-20250514,"
+        "claude-3-5-haiku-20241022,"
+        "claude-3-opus-20240229,"
+        "claude-3-7-sonnet-20250219,"
+        "claude-3-haiku-20240307",
+    )
+    HOSTED_ANTHROPIC_PAID_MODELS: str = Field(
+        description="Comma-separated list of available models for paid access",
+        default="claude-opus-4-20250514,"
+        "claude-opus-4-20250514,"
+        "claude-sonnet-4-20250514,"
+        "claude-3-5-haiku-20241022,"
+        "claude-3-opus-20240229,"
+        "claude-3-7-sonnet-20250219,"
+        "claude-3-haiku-20240307",
+    )
+
 
 class HostedMinmaxConfig(BaseSettings):
     """
@@ -250,5 +389,8 @@ class HostedServiceConfig(
     HostedModerationConfig,
     # credit config
     HostedCreditConfig,
+    HostedGeminiConfig,
+    HostedXAIConfig,
+    HostedDeepseekConfig,
 ):
     pass

api/configs/middleware/__init__.py

@@ -18,7 +18,6 @@ from .storage.opendal_storage_config import OpenDALStorageConfig
 from .storage.supabase_storage_config import SupabaseStorageConfig
 from .storage.tencent_cos_storage_config import TencentCloudCOSStorageConfig
 from .storage.volcengine_tos_storage_config import VolcengineTOSStorageConfig
-from .vdb.alibabacloud_mysql_config import AlibabaCloudMySQLConfig
 from .vdb.analyticdb_config import AnalyticdbConfig
 from .vdb.baidu_vector_config import BaiduVectorDBConfig
 from .vdb.chroma_config import ChromaConfig
@@ -105,12 +104,6 @@ class KeywordStoreConfig(BaseSettings):
 
 
 class DatabaseConfig(BaseSettings):
-    # Database type selector
-    DB_TYPE: Literal["postgresql", "mysql", "oceanbase"] = Field(
-        description="Database type to use. OceanBase is MySQL-compatible.",
-        default="postgresql",
-    )
-
     DB_HOST: str = Field(
         description="Hostname or IP address of the database server.",
         default="localhost",
@@ -146,12 +139,12 @@ class DatabaseConfig(BaseSettings):
         default="",
     )
 
-    @computed_field  # type: ignore[prop-decorator]
-    @property
-    def SQLALCHEMY_DATABASE_URI_SCHEME(self) -> str:
-        return "postgresql" if self.DB_TYPE == "postgresql" else "mysql+pymysql"
+    SQLALCHEMY_DATABASE_URI_SCHEME: str = Field(
+        description="Database URI scheme for SQLAlchemy connection.",
+        default="postgresql",
+    )
 
-    @computed_field  # type: ignore[prop-decorator]
+    @computed_field  # type: ignore[misc]
     @property
     def SQLALCHEMY_DATABASE_URI(self) -> str:
         db_extras = (
@@ -204,21 +197,21 @@ class DatabaseConfig(BaseSettings):
         default=os.cpu_count() or 1,
     )
 
-    @computed_field  # type: ignore[prop-decorator]
+    @computed_field  # type: ignore[misc]
     @property
     def SQLALCHEMY_ENGINE_OPTIONS(self) -> dict[str, Any]:
         # Parse DB_EXTRAS for 'options'
         db_extras_dict = dict(parse_qsl(self.DB_EXTRAS))
         options = db_extras_dict.get("options", "")
-        connect_args = {}
-        # Use the dynamic SQLALCHEMY_DATABASE_URI_SCHEME property
-        if self.SQLALCHEMY_DATABASE_URI_SCHEME.startswith("postgresql"):
-            timezone_opt = "-c timezone=UTC"
-            if options:
-                merged_options = f"{options} {timezone_opt}"
-            else:
-                merged_options = timezone_opt
-            connect_args = {"options": merged_options}
+        # Always include timezone
+        timezone_opt = "-c timezone=UTC"
+        if options:
+            # Merge user options and timezone
+            merged_options = f"{options} {timezone_opt}"
+        else:
+            merged_options = timezone_opt
+
+        connect_args = {"options": merged_options}
 
         return {
             "pool_size": self.SQLALCHEMY_POOL_SIZE,
@@ -337,7 +330,6 @@ class MiddlewareConfig(
     ClickzettaConfig,
     HuaweiCloudConfig,
     MilvusConfig,
-    AlibabaCloudMySQLConfig,
     MyScaleConfig,
     OpenSearchConfig,
     OracleConfig,

api/configs/middleware/vdb/alibabacloud_mysql_config.py

@@ -1,54 +0,0 @@
-from pydantic import Field, PositiveInt
-from pydantic_settings import BaseSettings
-
-
-class AlibabaCloudMySQLConfig(BaseSettings):
-    """
-    Configuration settings for AlibabaCloud MySQL vector database
-    """
-
-    ALIBABACLOUD_MYSQL_HOST: str = Field(
-        description="Hostname or IP address of the AlibabaCloud MySQL server (e.g., 'localhost' or 'mysql.aliyun.com')",
-        default="localhost",
-    )
-
-    ALIBABACLOUD_MYSQL_PORT: PositiveInt = Field(
-        description="Port number on which the AlibabaCloud MySQL server is listening (default is 3306)",
-        default=3306,
-    )
-
-    ALIBABACLOUD_MYSQL_USER: str = Field(
-        description="Username for authenticating with AlibabaCloud MySQL (default is 'root')",
-        default="root",
-    )
-
-    ALIBABACLOUD_MYSQL_PASSWORD: str = Field(
-        description="Password for authenticating with AlibabaCloud MySQL (default is an empty string)",
-        default="",
-    )
-
-    ALIBABACLOUD_MYSQL_DATABASE: str = Field(
-        description="Name of the AlibabaCloud MySQL database to connect to (default is 'dify')",
-        default="dify",
-    )
-
-    ALIBABACLOUD_MYSQL_MAX_CONNECTION: PositiveInt = Field(
-        description="Maximum number of connections in the connection pool",
-        default=5,
-    )
-
-    ALIBABACLOUD_MYSQL_CHARSET: str = Field(
-        description="Character set for AlibabaCloud MySQL connection (default is 'utf8mb4')",
-        default="utf8mb4",
-    )
-
-    ALIBABACLOUD_MYSQL_DISTANCE_FUNCTION: str = Field(
-        description="Distance function used for vector similarity search in AlibabaCloud MySQL "
-        "(e.g., 'cosine', 'euclidean')",
-        default="cosine",
-    )
-
-    ALIBABACLOUD_MYSQL_HNSW_M: PositiveInt = Field(
-        description="Maximum number of connections per layer for HNSW vector index (default is 6, range: 3-200)",
-        default=6,
-    )

api/configs/middleware/vdb/opensearch_config.py

@@ -1,24 +1,23 @@
-from enum import StrEnum
+from enum import Enum
 from typing import Literal
 
 from pydantic import Field, PositiveInt
 from pydantic_settings import BaseSettings
 
 
-class AuthMethod(StrEnum):
-    """
-    Authentication method for OpenSearch
-    """
-
-    BASIC = "basic"
-    AWS_MANAGED_IAM = "aws_managed_iam"
-
-
 class OpenSearchConfig(BaseSettings):
     """
     Configuration settings for OpenSearch
     """
 
+    class AuthMethod(Enum):
+        """
+        Authentication method for OpenSearch
+        """
+
+        BASIC = "basic"
+        AWS_MANAGED_IAM = "aws_managed_iam"
+
     OPENSEARCH_HOST: str | None = Field(
         description="Hostname or IP address of the OpenSearch server (e.g., 'localhost' or 'opensearch.example.com')",
         default=None,

api/configs/middleware/vdb/weaviate_config.py

@@ -22,17 +22,7 @@ class WeaviateConfig(BaseSettings):
         default=True,
     )
 
-    WEAVIATE_GRPC_ENDPOINT: str | None = Field(
-        description="URL of the Weaviate gRPC server (e.g., 'grpc://localhost:50051' or 'grpcs://weaviate.example.com:443')",
-        default=None,
-    )
-
     WEAVIATE_BATCH_SIZE: PositiveInt = Field(
         description="Number of objects to be processed in a single batch operation (default is 100)",
         default=100,
     )
-
-    WEAVIATE_TOKENIZATION: str | None = Field(
-        description="Tokenization for Weaviate (default is word)",
-        default="word",
-    )

api/constants/__init__.py

@@ -55,16 +55,3 @@ else:
         "properties",
     }
 DOCUMENT_EXTENSIONS: set[str] = convert_to_lower_and_upper_set(_doc_extensions)
-
-# console
-COOKIE_NAME_ACCESS_TOKEN = "access_token"
-COOKIE_NAME_REFRESH_TOKEN = "refresh_token"
-COOKIE_NAME_CSRF_TOKEN = "csrf_token"
-
-# webapp
-COOKIE_NAME_WEBAPP_ACCESS_TOKEN = "webapp_access_token"
-COOKIE_NAME_PASSPORT = "passport"
-
-HEADER_NAME_CSRF_TOKEN = "X-CSRF-Token"
-HEADER_NAME_APP_CODE = "X-App-Code"
-HEADER_NAME_PASSPORT = "X-App-Passport"

api/constants/languages.py

@@ -31,9 +31,3 @@ def supported_language(lang):
 
     error = f"{lang} is not a valid language."
     raise ValueError(error)
-
-
-def get_valid_language(lang: str | None) -> str:
-    if lang and lang in languages:
-        return lang
-    return languages[0]

api/contexts/__init__.py

@@ -9,7 +9,6 @@ if TYPE_CHECKING:
     from core.model_runtime.entities.model_entities import AIModelEntity
     from core.plugin.entities.plugin_daemon import PluginModelProviderEntity
     from core.tools.plugin_tool.provider import PluginToolProviderController
-    from core.trigger.provider import PluginTriggerProviderController
 
 
 """
@@ -42,11 +41,3 @@ datasource_plugin_providers: RecyclableContextVar[dict[str, "DatasourcePluginPro
 datasource_plugin_providers_lock: RecyclableContextVar[Lock] = RecyclableContextVar(
     ContextVar("datasource_plugin_providers_lock")
 )
-
-plugin_trigger_providers: RecyclableContextVar[dict[str, "PluginTriggerProviderController"]] = RecyclableContextVar(
-    ContextVar("plugin_trigger_providers")
-)
-
-plugin_trigger_providers_lock: RecyclableContextVar[Lock] = RecyclableContextVar(
-    ContextVar("plugin_trigger_providers_lock")
-)

api/controllers/common/errors.py

@@ -25,12 +25,6 @@ class UnsupportedFileTypeError(BaseHTTPException):
     code = 415
 
 
-class BlockedFileExtensionError(BaseHTTPException):
-    error_code = "file_extension_blocked"
-    description = "The file extension is blocked for security reasons."
-    code = 400
-
-
 class TooManyFilesError(BaseHTTPException):
     error_code = "too_many_files"
     description = "Only one file is allowed."

api/controllers/common/helpers.py

@@ -24,7 +24,7 @@ except ImportError:
         )
     else:
         warnings.warn("To use python-magic guess MIMETYPE, you need to install `libmagic`", stacklevel=2)
-    magic = None  # type: ignore[assignment]
+    magic = None  # type: ignore
 
 from pydantic import BaseModel
 

api/controllers/console/__init__.py

@@ -58,15 +58,16 @@ from .app import (
     mcp_server,
     message,
     model_config,
+    online_user,
     ops_trace,
     site,
     statistic,
     workflow,
     workflow_app_log,
+    workflow_comment,
     workflow_draft_variable,
     workflow_run,
     workflow_statistic,
-    workflow_trigger,
 )
 
 # Import auth controllers
@@ -107,10 +108,12 @@ from .datasets.rag_pipeline import (
 
 # Import explore controllers
 from .explore import (
+    banner,
     installed_app,
     parameter,
     recommended_app,
     saved_message,
+    trial,
 )
 
 # Import tag controllers
@@ -127,7 +130,6 @@ from .workspace import (
     models,
     plugin,
     tool_providers,
-    trigger_providers,
     workspace,
 )
 
@@ -145,6 +147,7 @@ __all__ = [
     "apikey",
     "app",
     "audio",
+    "banner",
     "billing",
     "bp",
     "completion",
@@ -198,7 +201,7 @@ __all__ = [
     "statistic",
     "tags",
     "tool_providers",
-    "trigger_providers",
+    "trial",
     "version",
     "website",
     "workflow",
@@ -206,6 +209,5 @@ __all__ = [
     "workflow_draft_variable",
     "workflow_run",
     "workflow_statistic",
-    "workflow_trigger",
     "workspace",
 ]

api/controllers/console/admin.py

@@ -12,11 +12,10 @@ P = ParamSpec("P")
 R = TypeVar("R")
 from configs import dify_config
 from constants.languages import supported_language
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.wraps import only_edition_cloud
 from extensions.ext_database import db
-from libs.token import extract_access_token
-from models.model import App, InstalledApp, RecommendedApp
+from models.model import App, ExporleBanner, InstalledApp, RecommendedApp, TrialApp
 
 
 def admin_required(view: Callable[P, R]):
@@ -25,9 +24,19 @@ def admin_required(view: Callable[P, R]):
         if not dify_config.ADMIN_API_KEY:
             raise Unauthorized("API key is invalid.")
 
-        auth_token = extract_access_token(request)
-        if not auth_token:
+        auth_header = request.headers.get("Authorization")
+        if auth_header is None:
             raise Unauthorized("Authorization header is missing.")
+
+        if " " not in auth_header:
+            raise Unauthorized("Invalid Authorization header format. Expected 'Bearer <api-key>' format.")
+
+        auth_scheme, auth_token = auth_header.split(None, 1)
+        auth_scheme = auth_scheme.lower()
+
+        if auth_scheme != "bearer":
+            raise Unauthorized("Invalid Authorization header format. Expected 'Bearer <api-key>' format.")
+
         if auth_token != dify_config.ADMIN_API_KEY:
             raise Unauthorized("API key is invalid.")
 
@@ -38,10 +47,10 @@ def admin_required(view: Callable[P, R]):
 
 @console_ns.route("/admin/insert-explore-apps")
 class InsertExploreAppListApi(Resource):
-    @console_ns.doc("insert_explore_app")
-    @console_ns.doc(description="Insert or update an app in the explore list")
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("insert_explore_app")
+    @api.doc(description="Insert or update an app in the explore list")
+    @api.expect(
+        api.model(
             "InsertExploreAppRequest",
             {
                 "app_id": fields.String(required=True, description="Application ID"),
@@ -52,26 +61,28 @@ class InsertExploreAppListApi(Resource):
                 "language": fields.String(required=True, description="Language code"),
                 "category": fields.String(required=True, description="App category"),
                 "position": fields.Integer(required=True, description="Display position"),
+                "can_trial": fields.Boolean(required=True, description="Can trial"),
+                "trial_limit": fields.Integer(required=True, description="Trial limit"),
             },
         )
     )
-    @console_ns.response(200, "App updated successfully")
-    @console_ns.response(201, "App inserted successfully")
-    @console_ns.response(404, "App not found")
+    @api.response(200, "App updated successfully")
+    @api.response(201, "App inserted successfully")
+    @api.response(404, "App not found")
     @only_edition_cloud
     @admin_required
     def post(self):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("app_id", type=str, required=True, nullable=False, location="json")
-            .add_argument("desc", type=str, location="json")
-            .add_argument("copyright", type=str, location="json")
-            .add_argument("privacy_policy", type=str, location="json")
-            .add_argument("custom_disclaimer", type=str, location="json")
-            .add_argument("language", type=supported_language, required=True, nullable=False, location="json")
-            .add_argument("category", type=str, required=True, nullable=False, location="json")
-            .add_argument("position", type=int, required=True, nullable=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("app_id", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("desc", type=str, location="json")
+        parser.add_argument("copyright", type=str, location="json")
+        parser.add_argument("privacy_policy", type=str, location="json")
+        parser.add_argument("custom_disclaimer", type=str, location="json")
+        parser.add_argument("language", type=supported_language, required=True, nullable=False, location="json")
+        parser.add_argument("category", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("position", type=int, required=True, nullable=False, location="json")
+        parser.add_argument("can_trial", type=bool, required=True, nullable=False, location="json")
+        parser.add_argument("trial_limit", type=int, required=True, nullable=False, location="json")
         args = parser.parse_args()
 
         app = db.session.execute(select(App).where(App.id == args["app_id"])).scalar_one_or_none()
@@ -108,6 +119,20 @@ class InsertExploreAppListApi(Resource):
                 )
 
                 db.session.add(recommended_app)
+                if args["can_trial"]:
+                    trial_app = db.session.execute(
+                        select(TrialApp).where(TrialApp.app_id == args["app_id"])
+                    ).scalar_one_or_none()
+                    if not trial_app:
+                        db.session.add(
+                            TrialApp(
+                                app_id=args["app_id"],
+                                tenant_id=app.tenant_id,
+                                trial_limit=args["trial_limit"],
+                            )
+                        )
+                    else:
+                        trial_app.trial_limit = args["trial_limit"]
 
                 app.is_public = True
                 db.session.commit()
@@ -122,6 +147,20 @@ class InsertExploreAppListApi(Resource):
                 recommended_app.category = args["category"]
                 recommended_app.position = args["position"]
 
+                if args["can_trial"]:
+                    trial_app = db.session.execute(
+                        select(TrialApp).where(TrialApp.app_id == args["app_id"])
+                    ).scalar_one_or_none()
+                    if not trial_app:
+                        db.session.add(
+                            TrialApp(
+                                app_id=args["app_id"],
+                                tenant_id=app.tenant_id,
+                                trial_limit=args["trial_limit"],
+                            )
+                        )
+                    else:
+                        trial_app.trial_limit = args["trial_limit"]
                 app.is_public = True
 
                 db.session.commit()
@@ -131,10 +170,10 @@ class InsertExploreAppListApi(Resource):
 
 @console_ns.route("/admin/insert-explore-apps/<uuid:app_id>")
 class InsertExploreAppApi(Resource):
-    @console_ns.doc("delete_explore_app")
-    @console_ns.doc(description="Remove an app from the explore list")
-    @console_ns.doc(params={"app_id": "Application ID to remove"})
-    @console_ns.response(204, "App removed successfully")
+    @api.doc("delete_explore_app")
+    @api.doc(description="Remove an app from the explore list")
+    @api.doc(params={"app_id": "Application ID to remove"})
+    @api.response(204, "App removed successfully")
     @only_edition_cloud
     @admin_required
     def delete(self, app_id):
@@ -167,7 +206,67 @@ class InsertExploreAppApi(Resource):
             for installed_app in installed_apps:
                 session.delete(installed_app)
 
+            trial_app = session.execute(
+                select(TrialApp).where(TrialApp.app_id == recommended_app.app_id)
+            ).scalar_one_or_none()
+            if trial_app:
+                session.delete(trial_app)
+
         db.session.delete(recommended_app)
         db.session.commit()
 
         return {"result": "success"}, 204
+
+
+@console_ns.route("/admin/insert-explore-banner")
+class InsertExploreBanner(Resource):
+    @api.doc("insert_explore_banner")
+    @api.doc(description="Insert an explore banner")
+    @api.expect(
+        api.model(
+            "InsertExploreBannerRequest",
+            {
+                "content": fields.String(required=True, description="Banner content"),
+                "link": fields.String(required=True, description="Banner link"),
+                "sort": fields.Integer(required=True, description="Banner sort"),
+            },
+        )
+    )
+    @api.response(200, "Banner inserted successfully")
+    @admin_required
+    @only_edition_cloud
+    def post(self):
+        parser = reqparse.RequestParser()
+        parser.add_argument("content", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("link", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("sort", type=int, required=True, nullable=False, location="json")
+
+        args = parser.parse_args()
+
+        banner = ExporleBanner(
+            content=args["content"],
+            link=args["link"],
+            sort=args["sort"],
+        )
+        db.session.add(banner)
+        db.session.commit()
+
+        return {"result": "success"}, 200
+
+
+@console_ns.route("/admin/delete-explore-banner/<uuid:banner_id>")
+class DeleteExploreBanner(Resource):
+    @api.doc("delete_explore_banner")
+    @api.doc(description="Delete an explore banner")
+    @api.response(204, "Banner deleted successfully")
+    @admin_required
+    @only_edition_cloud
+    def delete(self, banner_id):
+        banner = db.session.execute(select(ExporleBanner).where(ExporleBanner.id == banner_id)).scalar_one_or_none()
+        if not banner:
+            raise NotFound(f"Banner '{banner_id}' is not found")
+
+        db.session.delete(banner)
+        db.session.commit()
+
+        return {"result": "success"}, 204

api/controllers/console/apikey.py

@@ -1,4 +1,5 @@
 import flask_restx
+from flask_login import current_user
 from flask_restx import Resource, fields, marshal_with
 from flask_restx._http import HTTPStatus
 from sqlalchemy import select
@@ -7,12 +8,12 @@ from werkzeug.exceptions import Forbidden
 
 from extensions.ext_database import db
 from libs.helper import TimestampField
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from models.dataset import Dataset
 from models.model import ApiToken, App
 
-from . import console_ns
-from .wraps import account_initialization_required, edit_permission_required, setup_required
+from . import api, console_ns
+from .wraps import account_initialization_required, setup_required
 
 api_key_fields = {
     "id": fields.String,
@@ -24,12 +25,6 @@ api_key_fields = {
 
 api_key_list = {"data": fields.List(fields.Nested(api_key_fields), attribute="items")}
 
-api_key_item_model = console_ns.model("ApiKeyItem", api_key_fields)
-
-api_key_list_model = console_ns.model(
-    "ApiKeyList", {"data": fields.List(fields.Nested(api_key_item_model), attribute="items")}
-)
-
 
 def _get_resource(resource_id, tenant_id, resource_model):
     if resource_model == App:
@@ -58,13 +53,11 @@ class BaseApiKeyListResource(Resource):
     token_prefix: str | None = None
     max_keys = 10
 
-    @marshal_with(api_key_list_model)
+    @marshal_with(api_key_list)
     def get(self, resource_id):
         assert self.resource_id_field is not None, "resource_id_field must be set"
         resource_id = str(resource_id)
-        _, current_tenant_id = current_account_with_tenant()
-
-        _get_resource(resource_id, current_tenant_id, self.resource_model)
+        _get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
         keys = db.session.scalars(
             select(ApiToken).where(
                 ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id
@@ -72,13 +65,14 @@ class BaseApiKeyListResource(Resource):
         ).all()
         return {"items": keys}
 
-    @marshal_with(api_key_item_model)
-    @edit_permission_required
+    @marshal_with(api_key_fields)
     def post(self, resource_id):
         assert self.resource_id_field is not None, "resource_id_field must be set"
         resource_id = str(resource_id)
-        _, current_tenant_id = current_account_with_tenant()
-        _get_resource(resource_id, current_tenant_id, self.resource_model)
+        _get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
+        if not current_user.is_editor:
+            raise Forbidden()
+
         current_key_count = (
             db.session.query(ApiToken)
             .where(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
@@ -95,7 +89,7 @@ class BaseApiKeyListResource(Resource):
         key = ApiToken.generate_api_key(self.token_prefix or "", 24)
         api_token = ApiToken()
         setattr(api_token, self.resource_id_field, resource_id)
-        api_token.tenant_id = current_tenant_id
+        api_token.tenant_id = current_user.current_tenant_id
         api_token.token = key
         api_token.type = self.resource_type
         db.session.add(api_token)
@@ -110,11 +104,13 @@ class BaseApiKeyResource(Resource):
     resource_model: type | None = None
     resource_id_field: str | None = None
 
-    def delete(self, resource_id: str, api_key_id: str):
+    def delete(self, resource_id, api_key_id):
         assert self.resource_id_field is not None, "resource_id_field must be set"
-        current_user, current_tenant_id = current_account_with_tenant()
-        _get_resource(resource_id, current_tenant_id, self.resource_model)
+        resource_id = str(resource_id)
+        api_key_id = str(api_key_id)
+        _get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
 
+        # The role of the current user in the ta table must be admin or owner
         if not current_user.is_admin_or_owner:
             raise Forbidden()
 
@@ -139,23 +135,28 @@ class BaseApiKeyResource(Resource):
 
 @console_ns.route("/apps/<uuid:resource_id>/api-keys")
 class AppApiKeyListResource(BaseApiKeyListResource):
-    @console_ns.doc("get_app_api_keys")
-    @console_ns.doc(description="Get all API keys for an app")
-    @console_ns.doc(params={"resource_id": "App ID"})
-    @console_ns.response(200, "Success", api_key_list_model)
-    def get(self, resource_id):  # type: ignore
+    @api.doc("get_app_api_keys")
+    @api.doc(description="Get all API keys for an app")
+    @api.doc(params={"resource_id": "App ID"})
+    @api.response(200, "Success", api_key_list)
+    def get(self, resource_id):
         """Get all API keys for an app"""
         return super().get(resource_id)
 
-    @console_ns.doc("create_app_api_key")
-    @console_ns.doc(description="Create a new API key for an app")
-    @console_ns.doc(params={"resource_id": "App ID"})
-    @console_ns.response(201, "API key created successfully", api_key_item_model)
-    @console_ns.response(400, "Maximum keys exceeded")
-    def post(self, resource_id):  # type: ignore
+    @api.doc("create_app_api_key")
+    @api.doc(description="Create a new API key for an app")
+    @api.doc(params={"resource_id": "App ID"})
+    @api.response(201, "API key created successfully", api_key_fields)
+    @api.response(400, "Maximum keys exceeded")
+    def post(self, resource_id):
         """Create a new API key for an app"""
         return super().post(resource_id)
 
+    def after_request(self, resp):
+        resp.headers["Access-Control-Allow-Origin"] = "*"
+        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        return resp
+
     resource_type = "app"
     resource_model = App
     resource_id_field = "app_id"
@@ -164,14 +165,19 @@ class AppApiKeyListResource(BaseApiKeyListResource):
 
 @console_ns.route("/apps/<uuid:resource_id>/api-keys/<uuid:api_key_id>")
 class AppApiKeyResource(BaseApiKeyResource):
-    @console_ns.doc("delete_app_api_key")
-    @console_ns.doc(description="Delete an API key for an app")
-    @console_ns.doc(params={"resource_id": "App ID", "api_key_id": "API key ID"})
-    @console_ns.response(204, "API key deleted successfully")
+    @api.doc("delete_app_api_key")
+    @api.doc(description="Delete an API key for an app")
+    @api.doc(params={"resource_id": "App ID", "api_key_id": "API key ID"})
+    @api.response(204, "API key deleted successfully")
     def delete(self, resource_id, api_key_id):
         """Delete an API key for an app"""
         return super().delete(resource_id, api_key_id)
 
+    def after_request(self, resp):
+        resp.headers["Access-Control-Allow-Origin"] = "*"
+        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        return resp
+
     resource_type = "app"
     resource_model = App
     resource_id_field = "app_id"
@@ -179,23 +185,28 @@ class AppApiKeyResource(BaseApiKeyResource):
 
 @console_ns.route("/datasets/<uuid:resource_id>/api-keys")
 class DatasetApiKeyListResource(BaseApiKeyListResource):
-    @console_ns.doc("get_dataset_api_keys")
-    @console_ns.doc(description="Get all API keys for a dataset")
-    @console_ns.doc(params={"resource_id": "Dataset ID"})
-    @console_ns.response(200, "Success", api_key_list_model)
-    def get(self, resource_id):  # type: ignore
+    @api.doc("get_dataset_api_keys")
+    @api.doc(description="Get all API keys for a dataset")
+    @api.doc(params={"resource_id": "Dataset ID"})
+    @api.response(200, "Success", api_key_list)
+    def get(self, resource_id):
         """Get all API keys for a dataset"""
         return super().get(resource_id)
 
-    @console_ns.doc("create_dataset_api_key")
-    @console_ns.doc(description="Create a new API key for a dataset")
-    @console_ns.doc(params={"resource_id": "Dataset ID"})
-    @console_ns.response(201, "API key created successfully", api_key_item_model)
-    @console_ns.response(400, "Maximum keys exceeded")
-    def post(self, resource_id):  # type: ignore
+    @api.doc("create_dataset_api_key")
+    @api.doc(description="Create a new API key for a dataset")
+    @api.doc(params={"resource_id": "Dataset ID"})
+    @api.response(201, "API key created successfully", api_key_fields)
+    @api.response(400, "Maximum keys exceeded")
+    def post(self, resource_id):
         """Create a new API key for a dataset"""
         return super().post(resource_id)
 
+    def after_request(self, resp):
+        resp.headers["Access-Control-Allow-Origin"] = "*"
+        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        return resp
+
     resource_type = "dataset"
     resource_model = Dataset
     resource_id_field = "dataset_id"
@@ -204,14 +215,19 @@ class DatasetApiKeyListResource(BaseApiKeyListResource):
 
 @console_ns.route("/datasets/<uuid:resource_id>/api-keys/<uuid:api_key_id>")
 class DatasetApiKeyResource(BaseApiKeyResource):
-    @console_ns.doc("delete_dataset_api_key")
-    @console_ns.doc(description="Delete an API key for a dataset")
-    @console_ns.doc(params={"resource_id": "Dataset ID", "api_key_id": "API key ID"})
-    @console_ns.response(204, "API key deleted successfully")
+    @api.doc("delete_dataset_api_key")
+    @api.doc(description="Delete an API key for a dataset")
+    @api.doc(params={"resource_id": "Dataset ID", "api_key_id": "API key ID"})
+    @api.response(204, "API key deleted successfully")
     def delete(self, resource_id, api_key_id):
         """Delete an API key for a dataset"""
         return super().delete(resource_id, api_key_id)
 
+    def after_request(self, resp):
+        resp.headers["Access-Control-Allow-Origin"] = "*"
+        resp.headers["Access-Control-Allow-Credentials"] = "true"
+        return resp
+
     resource_type = "dataset"
     resource_model = Dataset
     resource_id_field = "dataset_id"

api/controllers/console/app/advanced_prompt_template.py

@@ -1,39 +1,35 @@
-from flask import request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field
+from flask_restx import Resource, fields, reqparse
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.wraps import account_initialization_required, setup_required
 from libs.login import login_required
 from services.advanced_prompt_template_service import AdvancedPromptTemplateService
 
 
-class AdvancedPromptTemplateQuery(BaseModel):
-    app_mode: str = Field(..., description="Application mode")
-    model_mode: str = Field(..., description="Model mode")
-    has_context: str = Field(default="true", description="Whether has context")
-    model_name: str = Field(..., description="Model name")
-
-
-console_ns.schema_model(
-    AdvancedPromptTemplateQuery.__name__,
-    AdvancedPromptTemplateQuery.model_json_schema(ref_template="#/definitions/{model}"),
-)
-
-
 @console_ns.route("/app/prompt-templates")
 class AdvancedPromptTemplateList(Resource):
-    @console_ns.doc("get_advanced_prompt_templates")
-    @console_ns.doc(description="Get advanced prompt templates based on app mode and model configuration")
-    @console_ns.expect(console_ns.models[AdvancedPromptTemplateQuery.__name__])
-    @console_ns.response(
+    @api.doc("get_advanced_prompt_templates")
+    @api.doc(description="Get advanced prompt templates based on app mode and model configuration")
+    @api.expect(
+        api.parser()
+        .add_argument("app_mode", type=str, required=True, location="args", help="Application mode")
+        .add_argument("model_mode", type=str, required=True, location="args", help="Model mode")
+        .add_argument("has_context", type=str, default="true", location="args", help="Whether has context")
+        .add_argument("model_name", type=str, required=True, location="args", help="Model name")
+    )
+    @api.response(
         200, "Prompt templates retrieved successfully", fields.List(fields.Raw(description="Prompt template data"))
     )
-    @console_ns.response(400, "Invalid request parameters")
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
     def get(self):
-        args = AdvancedPromptTemplateQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("app_mode", type=str, required=True, location="args")
+        parser.add_argument("model_mode", type=str, required=True, location="args")
+        parser.add_argument("has_context", type=str, required=False, default="true", location="args")
+        parser.add_argument("model_name", type=str, required=True, location="args")
+        args = parser.parse_args()
 
-        return AdvancedPromptTemplateService.get_prompt(args.model_dump())
+        return AdvancedPromptTemplateService.get_prompt(args)

api/controllers/console/app/agent.py

@@ -1,6 +1,6 @@
 from flask_restx import Resource, fields, reqparse
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
 from libs.helper import uuid_value
@@ -8,29 +8,29 @@ from libs.login import login_required
 from models.model import AppMode
 from services.agent_service import AgentService
 
-parser = (
-    reqparse.RequestParser()
-    .add_argument("message_id", type=uuid_value, required=True, location="args", help="Message UUID")
-    .add_argument("conversation_id", type=uuid_value, required=True, location="args", help="Conversation UUID")
-)
-
 
 @console_ns.route("/apps/<uuid:app_id>/agent/logs")
 class AgentLogApi(Resource):
-    @console_ns.doc("get_agent_logs")
-    @console_ns.doc(description="Get agent execution logs for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(parser)
-    @console_ns.response(
-        200, "Agent logs retrieved successfully", fields.List(fields.Raw(description="Agent log entries"))
+    @api.doc("get_agent_logs")
+    @api.doc(description="Get agent execution logs for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("message_id", type=str, required=True, location="args", help="Message UUID")
+        .add_argument("conversation_id", type=str, required=True, location="args", help="Conversation UUID")
     )
-    @console_ns.response(400, "Invalid request parameters")
+    @api.response(200, "Agent logs retrieved successfully", fields.List(fields.Raw(description="Agent log entries")))
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.AGENT_CHAT])
     def get(self, app_model):
         """Get agent logs"""
+        parser = reqparse.RequestParser()
+        parser.add_argument("message_id", type=uuid_value, required=True, location="args")
+        parser.add_argument("conversation_id", type=uuid_value, required=True, location="args")
+
         args = parser.parse_args()
 
         return AgentService.get_agent_logs(app_model, args["conversation_id"], args["message_id"])

api/controllers/console/app/annotation.py

@@ -1,34 +1,33 @@
 from typing import Literal
 
 from flask import request
+from flask_login import current_user
 from flask_restx import Resource, fields, marshal, marshal_with, reqparse
+from werkzeug.exceptions import Forbidden
 
 from controllers.common.errors import NoFileUploadedError, TooManyFilesError
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_resource_check,
-    edit_permission_required,
     setup_required,
 )
 from extensions.ext_redis import redis_client
 from fields.annotation_fields import (
     annotation_fields,
     annotation_hit_history_fields,
-    build_annotation_model,
 )
-from libs.helper import uuid_value
 from libs.login import login_required
 from services.annotation_service import AppAnnotationService
 
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-reply/<string:action>")
 class AnnotationReplyActionApi(Resource):
-    @console_ns.doc("annotation_reply_action")
-    @console_ns.doc(description="Enable or disable annotation reply for an app")
-    @console_ns.doc(params={"app_id": "Application ID", "action": "Action to perform (enable/disable)"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("annotation_reply_action")
+    @api.doc(description="Enable or disable annotation reply for an app")
+    @api.doc(params={"app_id": "Application ID", "action": "Action to perform (enable/disable)"})
+    @api.expect(
+        api.model(
             "AnnotationReplyActionRequest",
             {
                 "score_threshold": fields.Float(required=True, description="Score threshold for annotation matching"),
@@ -37,21 +36,21 @@ class AnnotationReplyActionApi(Resource):
             },
         )
     )
-    @console_ns.response(200, "Action completed successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.response(200, "Action completed successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
-    @edit_permission_required
     def post(self, app_id, action: Literal["enable", "disable"]):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("score_threshold", required=True, type=float, location="json")
-            .add_argument("embedding_provider_name", required=True, type=str, location="json")
-            .add_argument("embedding_model_name", required=True, type=str, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("score_threshold", required=True, type=float, location="json")
+        parser.add_argument("embedding_provider_name", required=True, type=str, location="json")
+        parser.add_argument("embedding_model_name", required=True, type=str, location="json")
         args = parser.parse_args()
         if action == "enable":
             result = AppAnnotationService.enable_app_annotation(args, app_id)
@@ -62,16 +61,18 @@ class AnnotationReplyActionApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-setting")
 class AppAnnotationSettingDetailApi(Resource):
-    @console_ns.doc("get_annotation_setting")
-    @console_ns.doc(description="Get annotation settings for an app")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Annotation settings retrieved successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("get_annotation_setting")
+    @api.doc(description="Get annotation settings for an app")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Annotation settings retrieved successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def get(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
         result = AppAnnotationService.get_app_annotation_setting_by_app_id(app_id)
         return result, 200
@@ -79,11 +80,11 @@ class AppAnnotationSettingDetailApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-settings/<uuid:annotation_setting_id>")
 class AppAnnotationSettingUpdateApi(Resource):
-    @console_ns.doc("update_annotation_setting")
-    @console_ns.doc(description="Update annotation settings for an app")
-    @console_ns.doc(params={"app_id": "Application ID", "annotation_setting_id": "Annotation setting ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("update_annotation_setting")
+    @api.doc(description="Update annotation settings for an app")
+    @api.doc(params={"app_id": "Application ID", "annotation_setting_id": "Annotation setting ID"})
+    @api.expect(
+        api.model(
             "AnnotationSettingUpdateRequest",
             {
                 "score_threshold": fields.Float(required=True, description="Score threshold"),
@@ -92,17 +93,20 @@ class AppAnnotationSettingUpdateApi(Resource):
             },
         )
     )
-    @console_ns.response(200, "Settings updated successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.response(200, "Settings updated successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def post(self, app_id, annotation_setting_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
         annotation_setting_id = str(annotation_setting_id)
 
-        parser = reqparse.RequestParser().add_argument("score_threshold", required=True, type=float, location="json")
+        parser = reqparse.RequestParser()
+        parser.add_argument("score_threshold", required=True, type=float, location="json")
         args = parser.parse_args()
 
         result = AppAnnotationService.update_app_annotation_setting(app_id, annotation_setting_id, args)
@@ -111,17 +115,19 @@ class AppAnnotationSettingUpdateApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-reply/<string:action>/status/<uuid:job_id>")
 class AnnotationReplyActionStatusApi(Resource):
-    @console_ns.doc("get_annotation_reply_action_status")
-    @console_ns.doc(description="Get status of annotation reply action job")
-    @console_ns.doc(params={"app_id": "Application ID", "job_id": "Job ID", "action": "Action type"})
-    @console_ns.response(200, "Job status retrieved successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("get_annotation_reply_action_status")
+    @api.doc(description="Get status of annotation reply action job")
+    @api.doc(params={"app_id": "Application ID", "job_id": "Job ID", "action": "Action type"})
+    @api.response(200, "Job status retrieved successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
-    @edit_permission_required
     def get(self, app_id, job_id, action):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         job_id = str(job_id)
         app_annotation_job_key = f"{action}_app_annotation_job_{str(job_id)}"
         cache_result = redis_client.get(app_annotation_job_key)
@@ -139,22 +145,24 @@ class AnnotationReplyActionStatusApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations")
 class AnnotationApi(Resource):
-    @console_ns.doc("list_annotations")
-    @console_ns.doc(description="Get annotations for an app with pagination")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(
-        console_ns.parser()
+    @api.doc("list_annotations")
+    @api.doc(description="Get annotations for an app with pagination")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
         .add_argument("page", type=int, location="args", default=1, help="Page number")
         .add_argument("limit", type=int, location="args", default=20, help="Page size")
         .add_argument("keyword", type=str, location="args", default="", help="Search keyword")
     )
-    @console_ns.response(200, "Annotations retrieved successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.response(200, "Annotations retrieved successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def get(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         page = request.args.get("page", default=1, type=int)
         limit = request.args.get("limit", default=20, type=int)
         keyword = request.args.get("keyword", default="", type=str)
@@ -170,48 +178,45 @@ class AnnotationApi(Resource):
         }
         return response, 200
 
-    @console_ns.doc("create_annotation")
-    @console_ns.doc(description="Create a new annotation for an app")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("create_annotation")
+    @api.doc(description="Create a new annotation for an app")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
             "CreateAnnotationRequest",
             {
-                "message_id": fields.String(description="Message ID (optional)"),
-                "question": fields.String(description="Question text (required when message_id not provided)"),
-                "answer": fields.String(description="Answer text (use 'answer' or 'content')"),
-                "content": fields.String(description="Content text (use 'answer' or 'content')"),
+                "question": fields.String(required=True, description="Question text"),
+                "answer": fields.String(required=True, description="Answer text"),
                 "annotation_reply": fields.Raw(description="Annotation reply data"),
             },
         )
     )
-    @console_ns.response(201, "Annotation created successfully", build_annotation_model(console_ns))
-    @console_ns.response(403, "Insufficient permissions")
+    @api.response(201, "Annotation created successfully", annotation_fields)
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
     @marshal_with(annotation_fields)
-    @edit_permission_required
     def post(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("message_id", required=False, type=uuid_value, location="json")
-            .add_argument("question", required=False, type=str, location="json")
-            .add_argument("answer", required=False, type=str, location="json")
-            .add_argument("content", required=False, type=str, location="json")
-            .add_argument("annotation_reply", required=False, type=dict, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("question", required=True, type=str, location="json")
+        parser.add_argument("answer", required=True, type=str, location="json")
         args = parser.parse_args()
-        annotation = AppAnnotationService.up_insert_app_annotation_from_message(args, app_id)
+        annotation = AppAnnotationService.insert_app_annotation_directly(args, app_id)
         return annotation
 
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def delete(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
 
         # Use request.args.getlist to get annotation_ids array directly
@@ -236,51 +241,46 @@ class AnnotationApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/export")
 class AnnotationExportApi(Resource):
-    @console_ns.doc("export_annotations")
-    @console_ns.doc(description="Export all annotations for an app")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(
-        200,
-        "Annotations exported successfully",
-        console_ns.model("AnnotationList", {"data": fields.List(fields.Nested(build_annotation_model(console_ns)))}),
-    )
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("export_annotations")
+    @api.doc(description="Export all annotations for an app")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Annotations exported successfully", fields.List(fields.Nested(annotation_fields)))
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def get(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
         annotation_list = AppAnnotationService.export_annotation_list_by_app_id(app_id)
         response = {"data": marshal(annotation_list, annotation_fields)}
         return response, 200
 
 
-parser = (
-    reqparse.RequestParser()
-    .add_argument("question", required=True, type=str, location="json")
-    .add_argument("answer", required=True, type=str, location="json")
-)
-
-
 @console_ns.route("/apps/<uuid:app_id>/annotations/<uuid:annotation_id>")
 class AnnotationUpdateDeleteApi(Resource):
-    @console_ns.doc("update_delete_annotation")
-    @console_ns.doc(description="Update or delete an annotation")
-    @console_ns.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
-    @console_ns.response(200, "Annotation updated successfully", build_annotation_model(console_ns))
-    @console_ns.response(204, "Annotation deleted successfully")
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.expect(parser)
+    @api.doc("update_delete_annotation")
+    @api.doc(description="Update or delete an annotation")
+    @api.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
+    @api.response(200, "Annotation updated successfully", annotation_fields)
+    @api.response(204, "Annotation deleted successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
-    @edit_permission_required
     @marshal_with(annotation_fields)
     def post(self, app_id, annotation_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
         annotation_id = str(annotation_id)
+        parser = reqparse.RequestParser()
+        parser.add_argument("question", required=True, type=str, location="json")
+        parser.add_argument("answer", required=True, type=str, location="json")
         args = parser.parse_args()
         annotation = AppAnnotationService.update_app_annotation_directly(args, app_id, annotation_id)
         return annotation
@@ -288,8 +288,10 @@ class AnnotationUpdateDeleteApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def delete(self, app_id, annotation_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
         annotation_id = str(annotation_id)
         AppAnnotationService.delete_app_annotation(app_id, annotation_id)
@@ -298,18 +300,20 @@ class AnnotationUpdateDeleteApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/batch-import")
 class AnnotationBatchImportApi(Resource):
-    @console_ns.doc("batch_import_annotations")
-    @console_ns.doc(description="Batch import annotations from CSV file")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Batch import started successfully")
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(400, "No file uploaded or too many files")
+    @api.doc("batch_import_annotations")
+    @api.doc(description="Batch import annotations from CSV file")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Batch import started successfully")
+    @api.response(403, "Insufficient permissions")
+    @api.response(400, "No file uploaded or too many files")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
-    @edit_permission_required
     def post(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_id = str(app_id)
         # check file
         if "file" not in request.files:
@@ -328,17 +332,19 @@ class AnnotationBatchImportApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/batch-import-status/<uuid:job_id>")
 class AnnotationBatchImportStatusApi(Resource):
-    @console_ns.doc("get_batch_import_status")
-    @console_ns.doc(description="Get status of batch import job")
-    @console_ns.doc(params={"app_id": "Application ID", "job_id": "Job ID"})
-    @console_ns.response(200, "Job status retrieved successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("get_batch_import_status")
+    @api.doc(description="Get status of batch import job")
+    @api.doc(params={"app_id": "Application ID", "job_id": "Job ID"})
+    @api.response(200, "Job status retrieved successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("annotation")
-    @edit_permission_required
     def get(self, app_id, job_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         job_id = str(job_id)
         indexing_cache_key = f"app_annotation_batch_import_{str(job_id)}"
         cache_result = redis_client.get(indexing_cache_key)
@@ -355,32 +361,25 @@ class AnnotationBatchImportStatusApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/<uuid:annotation_id>/hit-histories")
 class AnnotationHitHistoryListApi(Resource):
-    @console_ns.doc("list_annotation_hit_histories")
-    @console_ns.doc(description="Get hit histories for an annotation")
-    @console_ns.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
-    @console_ns.expect(
-        console_ns.parser()
+    @api.doc("list_annotation_hit_histories")
+    @api.doc(description="Get hit histories for an annotation")
+    @api.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
+    @api.expect(
+        api.parser()
         .add_argument("page", type=int, location="args", default=1, help="Page number")
         .add_argument("limit", type=int, location="args", default=20, help="Page size")
     )
-    @console_ns.response(
-        200,
-        "Hit histories retrieved successfully",
-        console_ns.model(
-            "AnnotationHitHistoryList",
-            {
-                "data": fields.List(
-                    fields.Nested(console_ns.model("AnnotationHitHistoryItem", annotation_hit_history_fields))
-                )
-            },
-        ),
+    @api.response(
+        200, "Hit histories retrieved successfully", fields.List(fields.Nested(annotation_hit_history_fields))
     )
-    @console_ns.response(403, "Insufficient permissions")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def get(self, app_id, annotation_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         page = request.args.get("page", default=1, type=int)
         limit = request.args.get("limit", default=20, type=int)
         app_id = str(app_id)

api/controllers/console/app/app.py

@@ -1,295 +1,96 @@
 import uuid
-from typing import Literal
+from typing import cast
 
-from flask import request
-from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel, Field, field_validator
+from flask_login import current_user
+from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
-from werkzeug.exceptions import BadRequest
+from werkzeug.exceptions import BadRequest, Forbidden, abort
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_resource_check,
-    edit_permission_required,
     enterprise_license_required,
-    is_admin_or_owner_required,
     setup_required,
 )
 from core.ops.ops_trace_manager import OpsTraceManager
-from core.workflow.enums import NodeType
 from extensions.ext_database import db
-from fields.app_fields import (
-    deleted_tool_fields,
-    model_config_fields,
-    model_config_partial_fields,
-    site_fields,
-    tag_fields,
-)
-from fields.workflow_fields import workflow_partial_fields as _workflow_partial_fields_dict
-from libs.helper import AppIconUrlField, TimestampField
-from libs.login import current_account_with_tenant, login_required
+from fields.app_fields import app_detail_fields, app_detail_fields_with_site, app_pagination_fields
+from libs.login import login_required
 from libs.validators import validate_description_length
-from models import App, Workflow
+from models import Account, App
 from services.app_dsl_service import AppDslService, ImportMode
 from services.app_service import AppService
 from services.enterprise.enterprise_service import EnterpriseService
 from services.feature_service import FeatureService
 
 ALLOW_CREATE_APP_MODES = ["chat", "agent-chat", "advanced-chat", "workflow", "completion"]
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class AppListQuery(BaseModel):
-    page: int = Field(default=1, ge=1, le=99999, description="Page number (1-99999)")
-    limit: int = Field(default=20, ge=1, le=100, description="Page size (1-100)")
-    mode: Literal["completion", "chat", "advanced-chat", "workflow", "agent-chat", "channel", "all"] = Field(
-        default="all", description="App mode filter"
-    )
-    name: str | None = Field(default=None, description="Filter by app name")
-    tag_ids: list[str] | None = Field(default=None, description="Comma-separated tag IDs")
-    is_created_by_me: bool | None = Field(default=None, description="Filter by creator")
-
-    @field_validator("tag_ids", mode="before")
-    @classmethod
-    def validate_tag_ids(cls, value: str | list[str] | None) -> list[str] | None:
-        if not value:
-            return None
-
-        if isinstance(value, str):
-            items = [item.strip() for item in value.split(",") if item.strip()]
-        elif isinstance(value, list):
-            items = [str(item).strip() for item in value if item and str(item).strip()]
-        else:
-            raise TypeError("Unsupported tag_ids type.")
-
-        if not items:
-            return None
-
-        try:
-            return [str(uuid.UUID(item)) for item in items]
-        except ValueError as exc:
-            raise ValueError("Invalid UUID format in tag_ids.") from exc
-
-
-class CreateAppPayload(BaseModel):
-    name: str = Field(..., min_length=1, description="App name")
-    description: str | None = Field(default=None, description="App description (max 400 chars)")
-    mode: Literal["chat", "agent-chat", "advanced-chat", "workflow", "completion"] = Field(..., description="App mode")
-    icon_type: str | None = Field(default=None, description="Icon type")
-    icon: str | None = Field(default=None, description="Icon")
-    icon_background: str | None = Field(default=None, description="Icon background color")
-
-    @field_validator("description")
-    @classmethod
-    def validate_description(cls, value: str | None) -> str | None:
-        if value is None:
-            return value
-        return validate_description_length(value)
-
-
-class UpdateAppPayload(BaseModel):
-    name: str = Field(..., min_length=1, description="App name")
-    description: str | None = Field(default=None, description="App description (max 400 chars)")
-    icon_type: str | None = Field(default=None, description="Icon type")
-    icon: str | None = Field(default=None, description="Icon")
-    icon_background: str | None = Field(default=None, description="Icon background color")
-    use_icon_as_answer_icon: bool | None = Field(default=None, description="Use icon as answer icon")
-    max_active_requests: int | None = Field(default=None, description="Maximum active requests")
-
-    @field_validator("description")
-    @classmethod
-    def validate_description(cls, value: str | None) -> str | None:
-        if value is None:
-            return value
-        return validate_description_length(value)
-
-
-class CopyAppPayload(BaseModel):
-    name: str | None = Field(default=None, description="Name for the copied app")
-    description: str | None = Field(default=None, description="Description for the copied app")
-    icon_type: str | None = Field(default=None, description="Icon type")
-    icon: str | None = Field(default=None, description="Icon")
-    icon_background: str | None = Field(default=None, description="Icon background color")
-
-    @field_validator("description")
-    @classmethod
-    def validate_description(cls, value: str | None) -> str | None:
-        if value is None:
-            return value
-        return validate_description_length(value)
-
-
-class AppExportQuery(BaseModel):
-    include_secret: bool = Field(default=False, description="Include secrets in export")
-    workflow_id: str | None = Field(default=None, description="Specific workflow ID to export")
-
-
-class AppNamePayload(BaseModel):
-    name: str = Field(..., min_length=1, description="Name to check")
-
-
-class AppIconPayload(BaseModel):
-    icon: str | None = Field(default=None, description="Icon data")
-    icon_background: str | None = Field(default=None, description="Icon background color")
-
-
-class AppSiteStatusPayload(BaseModel):
-    enable_site: bool = Field(..., description="Enable or disable site")
-
-
-class AppApiStatusPayload(BaseModel):
-    enable_api: bool = Field(..., description="Enable or disable API")
-
-
-class AppTracePayload(BaseModel):
-    enabled: bool = Field(..., description="Enable or disable tracing")
-    tracing_provider: str = Field(..., description="Tracing provider")
-
-
-def reg(cls: type[BaseModel]):
-    console_ns.schema_model(cls.__name__, cls.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-
-reg(AppListQuery)
-reg(CreateAppPayload)
-reg(UpdateAppPayload)
-reg(CopyAppPayload)
-reg(AppExportQuery)
-reg(AppNamePayload)
-reg(AppIconPayload)
-reg(AppSiteStatusPayload)
-reg(AppApiStatusPayload)
-reg(AppTracePayload)
-
-# Register models for flask_restx to avoid dict type issues in Swagger
-# Register base models first
-tag_model = console_ns.model("Tag", tag_fields)
-
-workflow_partial_model = console_ns.model("WorkflowPartial", _workflow_partial_fields_dict)
-
-model_config_model = console_ns.model("ModelConfig", model_config_fields)
-
-model_config_partial_model = console_ns.model("ModelConfigPartial", model_config_partial_fields)
-
-deleted_tool_model = console_ns.model("DeletedTool", deleted_tool_fields)
-
-site_model = console_ns.model("Site", site_fields)
-
-app_partial_model = console_ns.model(
-    "AppPartial",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "max_active_requests": fields.Raw(),
-        "description": fields.String(attribute="desc_or_prompt"),
-        "mode": fields.String(attribute="mode_compatible_with_agent"),
-        "icon_type": fields.String,
-        "icon": fields.String,
-        "icon_background": fields.String,
-        "icon_url": AppIconUrlField,
-        "model_config": fields.Nested(model_config_partial_model, attribute="app_model_config", allow_null=True),
-        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
-        "use_icon_as_answer_icon": fields.Boolean,
-        "created_by": fields.String,
-        "created_at": TimestampField,
-        "updated_by": fields.String,
-        "updated_at": TimestampField,
-        "tags": fields.List(fields.Nested(tag_model)),
-        "access_mode": fields.String,
-        "create_user_name": fields.String,
-        "author_name": fields.String,
-        "has_draft_trigger": fields.Boolean,
-    },
-)
-
-app_detail_model = console_ns.model(
-    "AppDetail",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "description": fields.String,
-        "mode": fields.String(attribute="mode_compatible_with_agent"),
-        "icon": fields.String,
-        "icon_background": fields.String,
-        "enable_site": fields.Boolean,
-        "enable_api": fields.Boolean,
-        "model_config": fields.Nested(model_config_model, attribute="app_model_config", allow_null=True),
-        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
-        "tracing": fields.Raw,
-        "use_icon_as_answer_icon": fields.Boolean,
-        "created_by": fields.String,
-        "created_at": TimestampField,
-        "updated_by": fields.String,
-        "updated_at": TimestampField,
-        "access_mode": fields.String,
-        "tags": fields.List(fields.Nested(tag_model)),
-    },
-)
-
-app_detail_with_site_model = console_ns.model(
-    "AppDetailWithSite",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "description": fields.String,
-        "mode": fields.String(attribute="mode_compatible_with_agent"),
-        "icon_type": fields.String,
-        "icon": fields.String,
-        "icon_background": fields.String,
-        "icon_url": AppIconUrlField,
-        "enable_site": fields.Boolean,
-        "enable_api": fields.Boolean,
-        "model_config": fields.Nested(model_config_model, attribute="app_model_config", allow_null=True),
-        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
-        "api_base_url": fields.String,
-        "use_icon_as_answer_icon": fields.Boolean,
-        "max_active_requests": fields.Integer,
-        "created_by": fields.String,
-        "created_at": TimestampField,
-        "updated_by": fields.String,
-        "updated_at": TimestampField,
-        "deleted_tools": fields.List(fields.Nested(deleted_tool_model)),
-        "access_mode": fields.String,
-        "tags": fields.List(fields.Nested(tag_model)),
-        "site": fields.Nested(site_model),
-    },
-)
-
-app_pagination_model = console_ns.model(
-    "AppPagination",
-    {
-        "page": fields.Integer,
-        "limit": fields.Integer(attribute="per_page"),
-        "total": fields.Integer,
-        "has_more": fields.Boolean(attribute="has_next"),
-        "data": fields.List(fields.Nested(app_partial_model), attribute="items"),
-    },
-)
 
 
 @console_ns.route("/apps")
 class AppListApi(Resource):
-    @console_ns.doc("list_apps")
-    @console_ns.doc(description="Get list of applications with pagination and filtering")
-    @console_ns.expect(console_ns.models[AppListQuery.__name__])
-    @console_ns.response(200, "Success", app_pagination_model)
+    @api.doc("list_apps")
+    @api.doc(description="Get list of applications with pagination and filtering")
+    @api.expect(
+        api.parser()
+        .add_argument("page", type=int, location="args", help="Page number (1-99999)", default=1)
+        .add_argument("limit", type=int, location="args", help="Page size (1-100)", default=20)
+        .add_argument(
+            "mode",
+            type=str,
+            location="args",
+            choices=["completion", "chat", "advanced-chat", "workflow", "agent-chat", "channel", "all"],
+            default="all",
+            help="App mode filter",
+        )
+        .add_argument("name", type=str, location="args", help="Filter by app name")
+        .add_argument("tag_ids", type=str, location="args", help="Comma-separated tag IDs")
+        .add_argument("is_created_by_me", type=bool, location="args", help="Filter by creator")
+    )
+    @api.response(200, "Success", app_pagination_fields)
     @setup_required
     @login_required
     @account_initialization_required
     @enterprise_license_required
     def get(self):
         """Get app list"""
-        current_user, current_tenant_id = current_account_with_tenant()
 
-        args = AppListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-        args_dict = args.model_dump()
+        def uuid_list(value):
+            try:
+                return [str(uuid.UUID(v)) for v in value.split(",")]
+            except ValueError:
+                abort(400, message="Invalid UUID format in tag_ids.")
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("page", type=inputs.int_range(1, 99999), required=False, default=1, location="args")
+        parser.add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
+        parser.add_argument(
+            "mode",
+            type=str,
+            choices=[
+                "completion",
+                "chat",
+                "advanced-chat",
+                "workflow",
+                "agent-chat",
+                "channel",
+                "all",
+            ],
+            default="all",
+            location="args",
+            required=False,
+        )
+        parser.add_argument("name", type=str, location="args", required=False)
+        parser.add_argument("tag_ids", type=uuid_list, location="args", required=False)
+        parser.add_argument("is_created_by_me", type=inputs.boolean, location="args", required=False)
+
+        args = parser.parse_args()
 
         # get app list
         app_service = AppService()
-        app_pagination = app_service.get_paginate_apps(current_user.id, current_tenant_id, args_dict)
+        app_pagination = app_service.get_paginate_apps(current_user.id, current_user.current_tenant_id, args)
         if not app_pagination:
             return {"data": [], "total": 0, "page": 1, "limit": 20, "has_more": False}
 
@@ -303,72 +104,71 @@ class AppListApi(Resource):
                 if str(app.id) in res:
                     app.access_mode = res[str(app.id)].access_mode
 
-        workflow_capable_app_ids = [
-            str(app.id) for app in app_pagination.items if app.mode in {"workflow", "advanced-chat"}
-        ]
-        draft_trigger_app_ids: set[str] = set()
-        if workflow_capable_app_ids:
-            draft_workflows = (
-                db.session.execute(
-                    select(Workflow).where(
-                        Workflow.version == Workflow.VERSION_DRAFT,
-                        Workflow.app_id.in_(workflow_capable_app_ids),
-                    )
-                )
-                .scalars()
-                .all()
-            )
-            trigger_node_types = {
-                NodeType.TRIGGER_WEBHOOK,
-                NodeType.TRIGGER_SCHEDULE,
-                NodeType.TRIGGER_PLUGIN,
-            }
-            for workflow in draft_workflows:
-                for _, node_data in workflow.walk_nodes():
-                    if node_data.get("type") in trigger_node_types:
-                        draft_trigger_app_ids.add(str(workflow.app_id))
-                        break
+        return marshal(app_pagination, app_pagination_fields), 200
 
-        for app in app_pagination.items:
-            app.has_draft_trigger = str(app.id) in draft_trigger_app_ids
-
-        return marshal(app_pagination, app_pagination_model), 200
-
-    @console_ns.doc("create_app")
-    @console_ns.doc(description="Create a new application")
-    @console_ns.expect(console_ns.models[CreateAppPayload.__name__])
-    @console_ns.response(201, "App created successfully", app_detail_model)
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(400, "Invalid request parameters")
+    @api.doc("create_app")
+    @api.doc(description="Create a new application")
+    @api.expect(
+        api.model(
+            "CreateAppRequest",
+            {
+                "name": fields.String(required=True, description="App name"),
+                "description": fields.String(description="App description (max 400 chars)"),
+                "mode": fields.String(required=True, enum=ALLOW_CREATE_APP_MODES, description="App mode"),
+                "icon_type": fields.String(description="Icon type"),
+                "icon": fields.String(description="Icon"),
+                "icon_background": fields.String(description="Icon background color"),
+            },
+        )
+    )
+    @api.response(201, "App created successfully", app_detail_fields)
+    @api.response(403, "Insufficient permissions")
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_detail_model)
+    @marshal_with(app_detail_fields)
     @cloud_edition_billing_resource_check("apps")
-    @edit_permission_required
     def post(self):
         """Create app"""
-        current_user, current_tenant_id = current_account_with_tenant()
-        args = CreateAppPayload.model_validate(console_ns.payload)
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=str, required=True, location="json")
+        parser.add_argument("description", type=validate_description_length, location="json")
+        parser.add_argument("mode", type=str, choices=ALLOW_CREATE_APP_MODES, location="json")
+        parser.add_argument("icon_type", type=str, location="json")
+        parser.add_argument("icon", type=str, location="json")
+        parser.add_argument("icon_background", type=str, location="json")
+        args = parser.parse_args()
+
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        if "mode" not in args or args["mode"] is None:
+            raise BadRequest("mode is required")
 
         app_service = AppService()
-        app = app_service.create_app(current_tenant_id, args.model_dump(), current_user)
+        if not isinstance(current_user, Account):
+            raise ValueError("current_user must be an Account instance")
+        if current_user.current_tenant_id is None:
+            raise ValueError("current_user.current_tenant_id cannot be None")
+        app = app_service.create_app(current_user.current_tenant_id, args, current_user)
 
         return app, 201
 
 
 @console_ns.route("/apps/<uuid:app_id>")
 class AppApi(Resource):
-    @console_ns.doc("get_app_detail")
-    @console_ns.doc(description="Get application details")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Success", app_detail_with_site_model)
+    @api.doc("get_app_detail")
+    @api.doc(description="Get application details")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Success", app_detail_fields_with_site)
     @setup_required
     @login_required
     @account_initialization_required
     @enterprise_license_required
     @get_app_model
-    @marshal_with(app_detail_with_site_model)
+    @marshal_with(app_detail_fields_with_site)
     def get(self, app_model):
         """Get app detail"""
         app_service = AppService()
@@ -381,50 +181,79 @@ class AppApi(Resource):
 
         return app_model
 
-    @console_ns.doc("update_app")
-    @console_ns.doc(description="Update application details")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[UpdateAppPayload.__name__])
-    @console_ns.response(200, "App updated successfully", app_detail_with_site_model)
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(400, "Invalid request parameters")
+    @api.doc("update_app")
+    @api.doc(description="Update application details")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "UpdateAppRequest",
+            {
+                "name": fields.String(required=True, description="App name"),
+                "description": fields.String(description="App description (max 400 chars)"),
+                "icon_type": fields.String(description="Icon type"),
+                "icon": fields.String(description="Icon"),
+                "icon_background": fields.String(description="Icon background color"),
+                "use_icon_as_answer_icon": fields.Boolean(description="Use icon as answer icon"),
+                "max_active_requests": fields.Integer(description="Maximum active requests"),
+            },
+        )
+    )
+    @api.response(200, "App updated successfully", app_detail_fields_with_site)
+    @api.response(403, "Insufficient permissions")
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @edit_permission_required
-    @marshal_with(app_detail_with_site_model)
+    @marshal_with(app_detail_fields_with_site)
     def put(self, app_model):
         """Update app"""
-        args = UpdateAppPayload.model_validate(console_ns.payload)
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("description", type=validate_description_length, location="json")
+        parser.add_argument("icon_type", type=str, location="json")
+        parser.add_argument("icon", type=str, location="json")
+        parser.add_argument("icon_background", type=str, location="json")
+        parser.add_argument("use_icon_as_answer_icon", type=bool, location="json")
+        parser.add_argument("max_active_requests", type=int, location="json")
+        args = parser.parse_args()
 
         app_service = AppService()
+        # Construct ArgsDict from parsed arguments
+        from services.app_service import AppService as AppServiceType
 
-        args_dict: AppService.ArgsDict = {
-            "name": args.name,
-            "description": args.description or "",
-            "icon_type": args.icon_type or "",
-            "icon": args.icon or "",
-            "icon_background": args.icon_background or "",
-            "use_icon_as_answer_icon": args.use_icon_as_answer_icon or False,
-            "max_active_requests": args.max_active_requests or 0,
+        args_dict: AppServiceType.ArgsDict = {
+            "name": args["name"],
+            "description": args.get("description", ""),
+            "icon_type": args.get("icon_type", ""),
+            "icon": args.get("icon", ""),
+            "icon_background": args.get("icon_background", ""),
+            "use_icon_as_answer_icon": args.get("use_icon_as_answer_icon", False),
+            "max_active_requests": args.get("max_active_requests", 0),
         }
         app_model = app_service.update_app(app_model, args_dict)
 
         return app_model
 
-    @console_ns.doc("delete_app")
-    @console_ns.doc(description="Delete application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(204, "App deleted successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("delete_app")
+    @api.doc(description="Delete application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(204, "App deleted successfully")
+    @api.response(403, "Insufficient permissions")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def delete(self, app_model):
         """Delete app"""
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
         app_service = AppService()
         app_service.delete_app(app_model)
 
@@ -433,37 +262,55 @@ class AppApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/copy")
 class AppCopyApi(Resource):
-    @console_ns.doc("copy_app")
-    @console_ns.doc(description="Create a copy of an existing application")
-    @console_ns.doc(params={"app_id": "Application ID to copy"})
-    @console_ns.expect(console_ns.models[CopyAppPayload.__name__])
-    @console_ns.response(201, "App copied successfully", app_detail_with_site_model)
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("copy_app")
+    @api.doc(description="Create a copy of an existing application")
+    @api.doc(params={"app_id": "Application ID to copy"})
+    @api.expect(
+        api.model(
+            "CopyAppRequest",
+            {
+                "name": fields.String(description="Name for the copied app"),
+                "description": fields.String(description="Description for the copied app"),
+                "icon_type": fields.String(description="Icon type"),
+                "icon": fields.String(description="Icon"),
+                "icon_background": fields.String(description="Icon background color"),
+            },
+        )
+    )
+    @api.response(201, "App copied successfully", app_detail_fields_with_site)
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @edit_permission_required
-    @marshal_with(app_detail_with_site_model)
+    @marshal_with(app_detail_fields_with_site)
     def post(self, app_model):
         """Copy app"""
         # The role of the current user in the ta table must be admin, owner, or editor
-        current_user, _ = current_account_with_tenant()
+        if not current_user.is_editor:
+            raise Forbidden()
 
-        args = CopyAppPayload.model_validate(console_ns.payload or {})
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=str, location="json")
+        parser.add_argument("description", type=validate_description_length, location="json")
+        parser.add_argument("icon_type", type=str, location="json")
+        parser.add_argument("icon", type=str, location="json")
+        parser.add_argument("icon_background", type=str, location="json")
+        args = parser.parse_args()
 
         with Session(db.engine) as session:
             import_service = AppDslService(session)
             yaml_content = import_service.export_dsl(app_model=app_model, include_secret=True)
+            account = cast(Account, current_user)
             result = import_service.import_app(
-                account=current_user,
-                import_mode=ImportMode.YAML_CONTENT,
+                account=account,
+                import_mode=ImportMode.YAML_CONTENT.value,
                 yaml_content=yaml_content,
-                name=args.name,
-                description=args.description,
-                icon_type=args.icon_type,
-                icon=args.icon,
-                icon_background=args.icon_background,
+                name=args.get("name"),
+                description=args.get("description"),
+                icon_type=args.get("icon_type"),
+                icon=args.get("icon"),
+                icon_background=args.get("icon_background"),
             )
             session.commit()
 
@@ -475,131 +322,178 @@ class AppCopyApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/export")
 class AppExportApi(Resource):
-    @console_ns.doc("export_app")
-    @console_ns.doc(description="Export application configuration as DSL")
-    @console_ns.doc(params={"app_id": "Application ID to export"})
-    @console_ns.expect(console_ns.models[AppExportQuery.__name__])
-    @console_ns.response(
+    @api.doc("export_app")
+    @api.doc(description="Export application configuration as DSL")
+    @api.doc(params={"app_id": "Application ID to export"})
+    @api.expect(
+        api.parser()
+        .add_argument("include_secret", type=bool, location="args", default=False, help="Include secrets in export")
+        .add_argument("workflow_id", type=str, location="args", help="Specific workflow ID to export")
+    )
+    @api.response(
         200,
         "App exported successfully",
-        console_ns.model("AppExportResponse", {"data": fields.String(description="DSL export data")}),
+        api.model("AppExportResponse", {"data": fields.String(description="DSL export data")}),
     )
-    @console_ns.response(403, "Insufficient permissions")
+    @api.response(403, "Insufficient permissions")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def get(self, app_model):
         """Export app"""
-        args = AppExportQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        # Add include_secret params
+        parser = reqparse.RequestParser()
+        parser.add_argument("include_secret", type=inputs.boolean, default=False, location="args")
+        parser.add_argument("workflow_id", type=str, location="args")
+        args = parser.parse_args()
 
         return {
             "data": AppDslService.export_dsl(
-                app_model=app_model,
-                include_secret=args.include_secret,
-                workflow_id=args.workflow_id,
+                app_model=app_model, include_secret=args["include_secret"], workflow_id=args.get("workflow_id")
             )
         }
 
 
 @console_ns.route("/apps/<uuid:app_id>/name")
 class AppNameApi(Resource):
-    @console_ns.doc("check_app_name")
-    @console_ns.doc(description="Check if app name is available")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AppNamePayload.__name__])
-    @console_ns.response(200, "Name availability checked")
+    @api.doc("check_app_name")
+    @api.doc(description="Check if app name is available")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(api.parser().add_argument("name", type=str, required=True, location="args", help="Name to check"))
+    @api.response(200, "Name availability checked")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_model)
-    @edit_permission_required
+    @marshal_with(app_detail_fields)
     def post(self, app_model):
-        args = AppNamePayload.model_validate(console_ns.payload)
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=str, required=True, location="json")
+        args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_name(app_model, args.name)
+        app_model = app_service.update_app_name(app_model, args["name"])
 
         return app_model
 
 
 @console_ns.route("/apps/<uuid:app_id>/icon")
 class AppIconApi(Resource):
-    @console_ns.doc("update_app_icon")
-    @console_ns.doc(description="Update application icon")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AppIconPayload.__name__])
-    @console_ns.response(200, "Icon updated successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("update_app_icon")
+    @api.doc(description="Update application icon")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "AppIconRequest",
+            {
+                "icon": fields.String(required=True, description="Icon data"),
+                "icon_type": fields.String(description="Icon type"),
+                "icon_background": fields.String(description="Icon background color"),
+            },
+        )
+    )
+    @api.response(200, "Icon updated successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_model)
-    @edit_permission_required
+    @marshal_with(app_detail_fields)
     def post(self, app_model):
-        args = AppIconPayload.model_validate(console_ns.payload or {})
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("icon", type=str, location="json")
+        parser.add_argument("icon_background", type=str, location="json")
+        args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_icon(app_model, args.icon or "", args.icon_background or "")
+        app_model = app_service.update_app_icon(app_model, args.get("icon") or "", args.get("icon_background") or "")
 
         return app_model
 
 
 @console_ns.route("/apps/<uuid:app_id>/site-enable")
 class AppSiteStatus(Resource):
-    @console_ns.doc("update_app_site_status")
-    @console_ns.doc(description="Enable or disable app site")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AppSiteStatusPayload.__name__])
-    @console_ns.response(200, "Site status updated successfully", app_detail_model)
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("update_app_site_status")
+    @api.doc(description="Enable or disable app site")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "AppSiteStatusRequest", {"enable_site": fields.Boolean(required=True, description="Enable or disable site")}
+        )
+    )
+    @api.response(200, "Site status updated successfully", app_detail_fields)
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_model)
-    @edit_permission_required
+    @marshal_with(app_detail_fields)
     def post(self, app_model):
-        args = AppSiteStatusPayload.model_validate(console_ns.payload)
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("enable_site", type=bool, required=True, location="json")
+        args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_site_status(app_model, args.enable_site)
+        app_model = app_service.update_app_site_status(app_model, args["enable_site"])
 
         return app_model
 
 
 @console_ns.route("/apps/<uuid:app_id>/api-enable")
 class AppApiStatus(Resource):
-    @console_ns.doc("update_app_api_status")
-    @console_ns.doc(description="Enable or disable app API")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AppApiStatusPayload.__name__])
-    @console_ns.response(200, "API status updated successfully", app_detail_model)
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("update_app_api_status")
+    @api.doc(description="Enable or disable app API")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "AppApiStatusRequest", {"enable_api": fields.Boolean(required=True, description="Enable or disable API")}
+        )
+    )
+    @api.response(200, "API status updated successfully", app_detail_fields)
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
-    @is_admin_or_owner_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_model)
+    @marshal_with(app_detail_fields)
     def post(self, app_model):
-        args = AppApiStatusPayload.model_validate(console_ns.payload)
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("enable_api", type=bool, required=True, location="json")
+        args = parser.parse_args()
 
         app_service = AppService()
-        app_model = app_service.update_app_api_status(app_model, args.enable_api)
+        app_model = app_service.update_app_api_status(app_model, args["enable_api"])
 
         return app_model
 
 
 @console_ns.route("/apps/<uuid:app_id>/trace")
 class AppTraceApi(Resource):
-    @console_ns.doc("get_app_trace")
-    @console_ns.doc(description="Get app tracing configuration")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Trace configuration retrieved successfully")
+    @api.doc("get_app_trace")
+    @api.doc(description="Get app tracing configuration")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Trace configuration retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -609,24 +503,36 @@ class AppTraceApi(Resource):
 
         return app_trace_config
 
-    @console_ns.doc("update_app_trace")
-    @console_ns.doc(description="Update app tracing configuration")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AppTracePayload.__name__])
-    @console_ns.response(200, "Trace configuration updated successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("update_app_trace")
+    @api.doc(description="Update app tracing configuration")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "AppTraceRequest",
+            {
+                "enabled": fields.Boolean(required=True, description="Enable or disable tracing"),
+                "tracing_provider": fields.String(required=True, description="Tracing provider"),
+            },
+        )
+    )
+    @api.response(200, "Trace configuration updated successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def post(self, app_id):
         # add app trace
-        args = AppTracePayload.model_validate(console_ns.payload)
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("enabled", type=bool, required=True, location="json")
+        parser.add_argument("tracing_provider", type=str, required=True, location="json")
+        args = parser.parse_args()
 
         OpsTraceManager.update_app_tracing_config(
             app_id=app_id,
-            enabled=args.enabled,
-            tracing_provider=args.tracing_provider,
+            enabled=args["enabled"],
+            tracing_provider=args["tracing_provider"],
         )
 
         return {"result": "success"}

api/controllers/console/app/app_import.py

@@ -1,20 +1,20 @@
-from flask_restx import Resource, fields, marshal_with, reqparse
+from typing import cast
+
+from flask_login import current_user
+from flask_restx import Resource, marshal_with, reqparse
 from sqlalchemy.orm import Session
+from werkzeug.exceptions import Forbidden
 
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_resource_check,
-    edit_permission_required,
     setup_required,
 )
 from extensions.ext_database import db
-from fields.app_fields import (
-    app_import_check_dependencies_fields,
-    app_import_fields,
-    leaked_dependency_fields,
-)
-from libs.login import current_account_with_tenant, login_required
+from fields.app_fields import app_import_check_dependencies_fields, app_import_fields
+from libs.login import login_required
+from models import Account
 from models.model import App
 from services.app_dsl_service import AppDslService, ImportStatus
 from services.enterprise.enterprise_service import EnterpriseService
@@ -22,52 +22,36 @@ from services.feature_service import FeatureService
 
 from .. import console_ns
 
-# Register models for flask_restx to avoid dict type issues in Swagger
-# Register base model first
-leaked_dependency_model = console_ns.model("LeakedDependency", leaked_dependency_fields)
-
-app_import_model = console_ns.model("AppImport", app_import_fields)
-
-# For nested models, need to replace nested dict with registered model
-app_import_check_dependencies_fields_copy = app_import_check_dependencies_fields.copy()
-app_import_check_dependencies_fields_copy["leaked_dependencies"] = fields.List(fields.Nested(leaked_dependency_model))
-app_import_check_dependencies_model = console_ns.model(
-    "AppImportCheckDependencies", app_import_check_dependencies_fields_copy
-)
-
-parser = (
-    reqparse.RequestParser()
-    .add_argument("mode", type=str, required=True, location="json")
-    .add_argument("yaml_content", type=str, location="json")
-    .add_argument("yaml_url", type=str, location="json")
-    .add_argument("name", type=str, location="json")
-    .add_argument("description", type=str, location="json")
-    .add_argument("icon_type", type=str, location="json")
-    .add_argument("icon", type=str, location="json")
-    .add_argument("icon_background", type=str, location="json")
-    .add_argument("app_id", type=str, location="json")
-)
-
 
 @console_ns.route("/apps/imports")
 class AppImportApi(Resource):
-    @console_ns.expect(parser)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_import_model)
+    @marshal_with(app_import_fields)
     @cloud_edition_billing_resource_check("apps")
-    @edit_permission_required
     def post(self):
         # Check user role first
-        current_user, _ = current_account_with_tenant()
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("mode", type=str, required=True, location="json")
+        parser.add_argument("yaml_content", type=str, location="json")
+        parser.add_argument("yaml_url", type=str, location="json")
+        parser.add_argument("name", type=str, location="json")
+        parser.add_argument("description", type=str, location="json")
+        parser.add_argument("icon_type", type=str, location="json")
+        parser.add_argument("icon", type=str, location="json")
+        parser.add_argument("icon_background", type=str, location="json")
+        parser.add_argument("app_id", type=str, location="json")
         args = parser.parse_args()
 
         # Create service with session
         with Session(db.engine) as session:
             import_service = AppDslService(session)
             # Import app
-            account = current_user
+            account = cast(Account, current_user)
             result = import_service.import_app(
                 account=account,
                 import_mode=args["mode"],
@@ -86,9 +70,9 @@ class AppImportApi(Resource):
             EnterpriseService.WebAppAuth.update_app_access_mode(result.app_id, "private")
         # Return appropriate status code based on result
         status = result.status
-        if status == ImportStatus.FAILED:
+        if status == ImportStatus.FAILED.value:
             return result.model_dump(mode="json"), 400
-        elif status == ImportStatus.PENDING:
+        elif status == ImportStatus.PENDING.value:
             return result.model_dump(mode="json"), 202
         return result.model_dump(mode="json"), 200
 
@@ -98,22 +82,22 @@ class AppImportConfirmApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_import_model)
-    @edit_permission_required
+    @marshal_with(app_import_fields)
     def post(self, import_id):
         # Check user role first
-        current_user, _ = current_account_with_tenant()
+        if not current_user.is_editor:
+            raise Forbidden()
 
         # Create service with session
         with Session(db.engine) as session:
             import_service = AppDslService(session)
             # Confirm import
-            account = current_user
+            account = cast(Account, current_user)
             result = import_service.confirm_import(import_id=import_id, account=account)
             session.commit()
 
         # Return appropriate status code based on result
-        if result.status == ImportStatus.FAILED:
+        if result.status == ImportStatus.FAILED.value:
             return result.model_dump(mode="json"), 400
         return result.model_dump(mode="json"), 200
 
@@ -124,9 +108,11 @@ class AppImportCheckDependenciesApi(Resource):
     @login_required
     @get_app_model
     @account_initialization_required
-    @marshal_with(app_import_check_dependencies_model)
-    @edit_permission_required
+    @marshal_with(app_import_check_dependencies_fields)
     def get(self, app_model: App):
+        if not current_user.is_editor:
+            raise Forbidden()
+
         with Session(db.engine) as session:
             import_service = AppDslService(session)
             result = import_service.check_dependencies(app_model=app_model)

api/controllers/console/app/audio.py

@@ -5,7 +5,7 @@ from flask_restx import Resource, fields, reqparse
 from werkzeug.exceptions import InternalServerError
 
 import services
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.error import (
     AppUnavailableError,
     AudioTooLargeError,
@@ -36,16 +36,16 @@ logger = logging.getLogger(__name__)
 
 @console_ns.route("/apps/<uuid:app_id>/audio-to-text")
 class ChatMessageAudioApi(Resource):
-    @console_ns.doc("chat_message_audio_transcript")
-    @console_ns.doc(description="Transcript audio to text for chat messages")
-    @console_ns.doc(params={"app_id": "App ID"})
-    @console_ns.response(
+    @api.doc("chat_message_audio_transcript")
+    @api.doc(description="Transcript audio to text for chat messages")
+    @api.doc(params={"app_id": "App ID"})
+    @api.response(
         200,
         "Audio transcription successful",
-        console_ns.model("AudioTranscriptResponse", {"text": fields.String(description="Transcribed text from audio")}),
+        api.model("AudioTranscriptResponse", {"text": fields.String(description="Transcribed text from audio")}),
     )
-    @console_ns.response(400, "Bad request - No audio uploaded or unsupported type")
-    @console_ns.response(413, "Audio file too large")
+    @api.response(400, "Bad request - No audio uploaded or unsupported type")
+    @api.response(413, "Audio file too large")
     @setup_required
     @login_required
     @account_initialization_required
@@ -89,11 +89,11 @@ class ChatMessageAudioApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/text-to-audio")
 class ChatMessageTextApi(Resource):
-    @console_ns.doc("chat_message_text_to_speech")
-    @console_ns.doc(description="Convert text to speech for chat messages")
-    @console_ns.doc(params={"app_id": "App ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("chat_message_text_to_speech")
+    @api.doc(description="Convert text to speech for chat messages")
+    @api.doc(params={"app_id": "App ID"})
+    @api.expect(
+        api.model(
             "TextToSpeechRequest",
             {
                 "message_id": fields.String(description="Message ID"),
@@ -103,21 +103,19 @@ class ChatMessageTextApi(Resource):
             },
         )
     )
-    @console_ns.response(200, "Text to speech conversion successful")
-    @console_ns.response(400, "Bad request - Invalid parameters")
+    @api.response(200, "Text to speech conversion successful")
+    @api.response(400, "Bad request - Invalid parameters")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
     def post(self, app_model: App):
         try:
-            parser = (
-                reqparse.RequestParser()
-                .add_argument("message_id", type=str, location="json")
-                .add_argument("text", type=str, location="json")
-                .add_argument("voice", type=str, location="json")
-                .add_argument("streaming", type=bool, location="json")
-            )
+            parser = reqparse.RequestParser()
+            parser.add_argument("message_id", type=str, location="json")
+            parser.add_argument("text", type=str, location="json")
+            parser.add_argument("voice", type=str, location="json")
+            parser.add_argument("streaming", type=bool, location="json")
             args = parser.parse_args()
 
             message_id = args.get("message_id", None)
@@ -156,23 +154,20 @@ class ChatMessageTextApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/text-to-audio/voices")
 class TextModesApi(Resource):
-    @console_ns.doc("get_text_to_speech_voices")
-    @console_ns.doc(description="Get available TTS voices for a specific language")
-    @console_ns.doc(params={"app_id": "App ID"})
-    @console_ns.expect(
-        console_ns.parser().add_argument("language", type=str, required=True, location="args", help="Language code")
-    )
-    @console_ns.response(
-        200, "TTS voices retrieved successfully", fields.List(fields.Raw(description="Available voices"))
-    )
-    @console_ns.response(400, "Invalid language parameter")
+    @api.doc("get_text_to_speech_voices")
+    @api.doc(description="Get available TTS voices for a specific language")
+    @api.doc(params={"app_id": "App ID"})
+    @api.expect(api.parser().add_argument("language", type=str, required=True, location="args", help="Language code"))
+    @api.response(200, "TTS voices retrieved successfully", fields.List(fields.Raw(description="Available voices")))
+    @api.response(400, "Invalid language parameter")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, app_model):
         try:
-            parser = reqparse.RequestParser().add_argument("language", type=str, required=True, location="args")
+            parser = reqparse.RequestParser()
+            parser.add_argument("language", type=str, required=True, location="args")
             args = parser.parse_args()
 
             response = AudioService.transcript_tts_voices(

api/controllers/console/app/completion.py

@@ -1,13 +1,11 @@
 import logging
-from typing import Any, Literal
 
 from flask import request
-from flask_restx import Resource
-from pydantic import BaseModel, Field, field_validator
-from werkzeug.exceptions import InternalServerError, NotFound
+from flask_restx import Resource, fields, reqparse
+from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.error import (
     AppUnavailableError,
     CompletionRequestError,
@@ -17,8 +15,9 @@ from controllers.console.app.error import (
     ProviderQuotaExceededError,
 )
 from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
+from controllers.console.wraps import account_initialization_required, setup_required
 from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError
+from core.app.apps.base_app_queue_manager import AppQueueManager
 from core.app.entities.app_invoke_entities import InvokeFrom
 from core.errors.error import (
     ModelCurrentlyNotSupportError,
@@ -33,66 +32,48 @@ from libs.login import current_user, login_required
 from models import Account
 from models.model import AppMode
 from services.app_generate_service import AppGenerateService
-from services.app_task_service import AppTaskService
 from services.errors.llm import InvokeRateLimitError
 
 logger = logging.getLogger(__name__)
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class BaseMessagePayload(BaseModel):
-    inputs: dict[str, Any]
-    model_config_data: dict[str, Any] = Field(..., alias="model_config")
-    files: list[Any] | None = Field(default=None, description="Uploaded files")
-    response_mode: Literal["blocking", "streaming"] = Field(default="blocking", description="Response mode")
-    retriever_from: str = Field(default="dev", description="Retriever source")
-
-
-class CompletionMessagePayload(BaseMessagePayload):
-    query: str = Field(default="", description="Query text")
-
-
-class ChatMessagePayload(BaseMessagePayload):
-    query: str = Field(..., description="User query")
-    conversation_id: str | None = Field(default=None, description="Conversation ID")
-    parent_message_id: str | None = Field(default=None, description="Parent message ID")
-
-    @field_validator("conversation_id", "parent_message_id")
-    @classmethod
-    def validate_uuid(cls, value: str | None) -> str | None:
-        if value is None:
-            return value
-        return uuid_value(value)
-
-
-console_ns.schema_model(
-    CompletionMessagePayload.__name__,
-    CompletionMessagePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
-console_ns.schema_model(
-    ChatMessagePayload.__name__, ChatMessagePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
-)
 
 
 # define completion message api for user
 @console_ns.route("/apps/<uuid:app_id>/completion-messages")
 class CompletionMessageApi(Resource):
-    @console_ns.doc("create_completion_message")
-    @console_ns.doc(description="Generate completion message for debugging")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[CompletionMessagePayload.__name__])
-    @console_ns.response(200, "Completion generated successfully")
-    @console_ns.response(400, "Invalid request parameters")
-    @console_ns.response(404, "App not found")
+    @api.doc("create_completion_message")
+    @api.doc(description="Generate completion message for debugging")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "CompletionMessageRequest",
+            {
+                "inputs": fields.Raw(required=True, description="Input variables"),
+                "query": fields.String(description="Query text", default=""),
+                "files": fields.List(fields.Raw(), description="Uploaded files"),
+                "model_config": fields.Raw(required=True, description="Model configuration"),
+                "response_mode": fields.String(enum=["blocking", "streaming"], description="Response mode"),
+                "retriever_from": fields.String(default="dev", description="Retriever source"),
+            },
+        )
+    )
+    @api.response(200, "Completion generated successfully")
+    @api.response(400, "Invalid request parameters")
+    @api.response(404, "App not found")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.COMPLETION)
     def post(self, app_model):
-        args_model = CompletionMessagePayload.model_validate(console_ns.payload)
-        args = args_model.model_dump(exclude_none=True, by_alias=True)
+        parser = reqparse.RequestParser()
+        parser.add_argument("inputs", type=dict, required=True, location="json")
+        parser.add_argument("query", type=str, location="json", default="")
+        parser.add_argument("files", type=list, required=False, location="json")
+        parser.add_argument("model_config", type=dict, required=True, location="json")
+        parser.add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json")
+        parser.add_argument("retriever_from", type=str, required=False, default="dev", location="json")
+        args = parser.parse_args()
 
-        streaming = args_model.response_mode != "blocking"
+        streaming = args["response_mode"] != "blocking"
         args["auto_generate_name"] = False
 
         try:
@@ -127,10 +108,10 @@ class CompletionMessageApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/completion-messages/<string:task_id>/stop")
 class CompletionMessageStopApi(Resource):
-    @console_ns.doc("stop_completion_message")
-    @console_ns.doc(description="Stop a running completion message generation")
-    @console_ns.doc(params={"app_id": "Application ID", "task_id": "Task ID to stop"})
-    @console_ns.response(200, "Task stopped successfully")
+    @api.doc("stop_completion_message")
+    @api.doc(description="Stop a running completion message generation")
+    @api.doc(params={"app_id": "Application ID", "task_id": "Task ID to stop"})
+    @api.response(200, "Task stopped successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -138,36 +119,57 @@ class CompletionMessageStopApi(Resource):
     def post(self, app_model, task_id):
         if not isinstance(current_user, Account):
             raise ValueError("current_user must be an Account instance")
-
-        AppTaskService.stop_task(
-            task_id=task_id,
-            invoke_from=InvokeFrom.DEBUGGER,
-            user_id=current_user.id,
-            app_mode=AppMode.value_of(app_model.mode),
-        )
+        AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, current_user.id)
 
         return {"result": "success"}, 200
 
 
 @console_ns.route("/apps/<uuid:app_id>/chat-messages")
 class ChatMessageApi(Resource):
-    @console_ns.doc("create_chat_message")
-    @console_ns.doc(description="Generate chat message for debugging")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[ChatMessagePayload.__name__])
-    @console_ns.response(200, "Chat message generated successfully")
-    @console_ns.response(400, "Invalid request parameters")
-    @console_ns.response(404, "App or conversation not found")
+    @api.doc("create_chat_message")
+    @api.doc(description="Generate chat message for debugging")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "ChatMessageRequest",
+            {
+                "inputs": fields.Raw(required=True, description="Input variables"),
+                "query": fields.String(required=True, description="User query"),
+                "files": fields.List(fields.Raw(), description="Uploaded files"),
+                "model_config": fields.Raw(required=True, description="Model configuration"),
+                "conversation_id": fields.String(description="Conversation ID"),
+                "parent_message_id": fields.String(description="Parent message ID"),
+                "response_mode": fields.String(enum=["blocking", "streaming"], description="Response mode"),
+                "retriever_from": fields.String(default="dev", description="Retriever source"),
+            },
+        )
+    )
+    @api.response(200, "Chat message generated successfully")
+    @api.response(400, "Invalid request parameters")
+    @api.response(404, "App or conversation not found")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT])
-    @edit_permission_required
     def post(self, app_model):
-        args_model = ChatMessagePayload.model_validate(console_ns.payload)
-        args = args_model.model_dump(exclude_none=True, by_alias=True)
+        if not isinstance(current_user, Account):
+            raise Forbidden()
 
-        streaming = args_model.response_mode != "blocking"
+        if not current_user.has_edit_permission:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("inputs", type=dict, required=True, location="json")
+        parser.add_argument("query", type=str, required=True, location="json")
+        parser.add_argument("files", type=list, required=False, location="json")
+        parser.add_argument("model_config", type=dict, required=True, location="json")
+        parser.add_argument("conversation_id", type=uuid_value, location="json")
+        parser.add_argument("parent_message_id", type=uuid_value, required=False, location="json")
+        parser.add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json")
+        parser.add_argument("retriever_from", type=str, required=False, default="dev", location="json")
+        args = parser.parse_args()
+
+        streaming = args["response_mode"] != "blocking"
         args["auto_generate_name"] = False
 
         external_trace_id = get_external_trace_id(request)
@@ -208,10 +210,10 @@ class ChatMessageApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/chat-messages/<string:task_id>/stop")
 class ChatMessageStopApi(Resource):
-    @console_ns.doc("stop_chat_message")
-    @console_ns.doc(description="Stop a running chat message generation")
-    @console_ns.doc(params={"app_id": "Application ID", "task_id": "Task ID to stop"})
-    @console_ns.response(200, "Task stopped successfully")
+    @api.doc("stop_chat_message")
+    @api.doc(description="Stop a running chat message generation")
+    @api.doc(params={"app_id": "Application ID", "task_id": "Task ID to stop"})
+    @api.response(200, "Task stopped successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -219,12 +221,6 @@ class ChatMessageStopApi(Resource):
     def post(self, app_model, task_id):
         if not isinstance(current_user, Account):
             raise ValueError("current_user must be an Account instance")
-
-        AppTaskService.stop_task(
-            task_id=task_id,
-            invoke_from=InvokeFrom.DEBUGGER,
-            user_id=current_user.id,
-            app_mode=AppMode.value_of(app_model.mode),
-        )
+        AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, current_user.id)
 
         return {"result": "success"}, 200

api/controllers/console/app/conversation.py

@@ -1,377 +1,116 @@
-from typing import Literal
+from datetime import datetime
 
+import pytz  # pip install pytz
 import sqlalchemy as sa
-from flask import abort, request
-from flask_restx import Resource, fields, marshal_with
-from pydantic import BaseModel, Field, field_validator
+from flask_login import current_user
+from flask_restx import Resource, marshal_with, reqparse
+from flask_restx.inputs import int_range
 from sqlalchemy import func, or_
 from sqlalchemy.orm import joinedload
-from werkzeug.exceptions import NotFound
+from werkzeug.exceptions import Forbidden, NotFound
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
+from controllers.console.wraps import account_initialization_required, setup_required
 from core.app.entities.app_invoke_entities import InvokeFrom
 from extensions.ext_database import db
-from fields.conversation_fields import MessageTextField
-from fields.raws import FilesContainedField
-from libs.datetime_utils import naive_utc_now, parse_time_range
-from libs.helper import TimestampField
-from libs.login import current_account_with_tenant, login_required
-from models import Conversation, EndUser, Message, MessageAnnotation
+from fields.conversation_fields import (
+    conversation_detail_fields,
+    conversation_message_detail_fields,
+    conversation_pagination_fields,
+    conversation_with_summary_pagination_fields,
+)
+from libs.datetime_utils import naive_utc_now
+from libs.helper import DatetimeString
+from libs.login import login_required
+from models import Account, Conversation, EndUser, Message, MessageAnnotation
 from models.model import AppMode
 from services.conversation_service import ConversationService
 from services.errors.conversation import ConversationNotExistsError
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class BaseConversationQuery(BaseModel):
-    keyword: str | None = Field(default=None, description="Search keyword")
-    start: str | None = Field(default=None, description="Start date (YYYY-MM-DD HH:MM)")
-    end: str | None = Field(default=None, description="End date (YYYY-MM-DD HH:MM)")
-    annotation_status: Literal["annotated", "not_annotated", "all"] = Field(
-        default="all", description="Annotation status filter"
-    )
-    page: int = Field(default=1, ge=1, le=99999, description="Page number")
-    limit: int = Field(default=20, ge=1, le=100, description="Page size (1-100)")
-
-    @field_validator("start", "end", mode="before")
-    @classmethod
-    def blank_to_none(cls, value: str | None) -> str | None:
-        if value == "":
-            return None
-        return value
-
-
-class CompletionConversationQuery(BaseConversationQuery):
-    pass
-
-
-class ChatConversationQuery(BaseConversationQuery):
-    message_count_gte: int | None = Field(default=None, ge=1, description="Minimum message count")
-    sort_by: Literal["created_at", "-created_at", "updated_at", "-updated_at"] = Field(
-        default="-updated_at", description="Sort field and direction"
-    )
-
-
-console_ns.schema_model(
-    CompletionConversationQuery.__name__,
-    CompletionConversationQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
-console_ns.schema_model(
-    ChatConversationQuery.__name__,
-    ChatConversationQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
-
-# Register models for flask_restx to avoid dict type issues in Swagger
-# Register in dependency order: base models first, then dependent models
-
-# Base models
-simple_account_model = console_ns.model(
-    "SimpleAccount",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "email": fields.String,
-    },
-)
-
-feedback_stat_model = console_ns.model(
-    "FeedbackStat",
-    {
-        "like": fields.Integer,
-        "dislike": fields.Integer,
-    },
-)
-
-status_count_model = console_ns.model(
-    "StatusCount",
-    {
-        "success": fields.Integer,
-        "failed": fields.Integer,
-        "partial_success": fields.Integer,
-    },
-)
-
-message_file_model = console_ns.model(
-    "MessageFile",
-    {
-        "id": fields.String,
-        "filename": fields.String,
-        "type": fields.String,
-        "url": fields.String,
-        "mime_type": fields.String,
-        "size": fields.Integer,
-        "transfer_method": fields.String,
-        "belongs_to": fields.String(default="user"),
-        "upload_file_id": fields.String(default=None),
-    },
-)
-
-agent_thought_model = console_ns.model(
-    "AgentThought",
-    {
-        "id": fields.String,
-        "chain_id": fields.String,
-        "message_id": fields.String,
-        "position": fields.Integer,
-        "thought": fields.String,
-        "tool": fields.String,
-        "tool_labels": fields.Raw,
-        "tool_input": fields.String,
-        "created_at": TimestampField,
-        "observation": fields.String,
-        "files": fields.List(fields.String),
-    },
-)
-
-simple_model_config_model = console_ns.model(
-    "SimpleModelConfig",
-    {
-        "model": fields.Raw(attribute="model_dict"),
-        "pre_prompt": fields.String,
-    },
-)
-
-model_config_model = console_ns.model(
-    "ModelConfig",
-    {
-        "opening_statement": fields.String,
-        "suggested_questions": fields.Raw,
-        "model": fields.Raw,
-        "user_input_form": fields.Raw,
-        "pre_prompt": fields.String,
-        "agent_mode": fields.Raw,
-    },
-)
-
-# Models that depend on simple_account_model
-feedback_model = console_ns.model(
-    "Feedback",
-    {
-        "rating": fields.String,
-        "content": fields.String,
-        "from_source": fields.String,
-        "from_end_user_id": fields.String,
-        "from_account": fields.Nested(simple_account_model, allow_null=True),
-    },
-)
-
-annotation_model = console_ns.model(
-    "Annotation",
-    {
-        "id": fields.String,
-        "question": fields.String,
-        "content": fields.String,
-        "account": fields.Nested(simple_account_model, allow_null=True),
-        "created_at": TimestampField,
-    },
-)
-
-annotation_hit_history_model = console_ns.model(
-    "AnnotationHitHistory",
-    {
-        "annotation_id": fields.String(attribute="id"),
-        "annotation_create_account": fields.Nested(simple_account_model, allow_null=True),
-        "created_at": TimestampField,
-    },
-)
-
-# Simple message detail model
-simple_message_detail_model = console_ns.model(
-    "SimpleMessageDetail",
-    {
-        "inputs": FilesContainedField,
-        "query": fields.String,
-        "message": MessageTextField,
-        "answer": fields.String,
-    },
-)
-
-# Message detail model that depends on multiple models
-message_detail_model = console_ns.model(
-    "MessageDetail",
-    {
-        "id": fields.String,
-        "conversation_id": fields.String,
-        "inputs": FilesContainedField,
-        "query": fields.String,
-        "message": fields.Raw,
-        "message_tokens": fields.Integer,
-        "answer": fields.String(attribute="re_sign_file_url_answer"),
-        "answer_tokens": fields.Integer,
-        "provider_response_latency": fields.Float,
-        "from_source": fields.String,
-        "from_end_user_id": fields.String,
-        "from_account_id": fields.String,
-        "feedbacks": fields.List(fields.Nested(feedback_model)),
-        "workflow_run_id": fields.String,
-        "annotation": fields.Nested(annotation_model, allow_null=True),
-        "annotation_hit_history": fields.Nested(annotation_hit_history_model, allow_null=True),
-        "created_at": TimestampField,
-        "agent_thoughts": fields.List(fields.Nested(agent_thought_model)),
-        "message_files": fields.List(fields.Nested(message_file_model)),
-        "metadata": fields.Raw(attribute="message_metadata_dict"),
-        "status": fields.String,
-        "error": fields.String,
-        "parent_message_id": fields.String,
-    },
-)
-
-# Conversation models
-conversation_fields_model = console_ns.model(
-    "Conversation",
-    {
-        "id": fields.String,
-        "status": fields.String,
-        "from_source": fields.String,
-        "from_end_user_id": fields.String,
-        "from_end_user_session_id": fields.String(),
-        "from_account_id": fields.String,
-        "from_account_name": fields.String,
-        "read_at": TimestampField,
-        "created_at": TimestampField,
-        "updated_at": TimestampField,
-        "annotation": fields.Nested(annotation_model, allow_null=True),
-        "model_config": fields.Nested(simple_model_config_model),
-        "user_feedback_stats": fields.Nested(feedback_stat_model),
-        "admin_feedback_stats": fields.Nested(feedback_stat_model),
-        "message": fields.Nested(simple_message_detail_model, attribute="first_message"),
-    },
-)
-
-conversation_pagination_model = console_ns.model(
-    "ConversationPagination",
-    {
-        "page": fields.Integer,
-        "limit": fields.Integer(attribute="per_page"),
-        "total": fields.Integer,
-        "has_more": fields.Boolean(attribute="has_next"),
-        "data": fields.List(fields.Nested(conversation_fields_model), attribute="items"),
-    },
-)
-
-conversation_message_detail_model = console_ns.model(
-    "ConversationMessageDetail",
-    {
-        "id": fields.String,
-        "status": fields.String,
-        "from_source": fields.String,
-        "from_end_user_id": fields.String,
-        "from_account_id": fields.String,
-        "created_at": TimestampField,
-        "model_config": fields.Nested(model_config_model),
-        "message": fields.Nested(message_detail_model, attribute="first_message"),
-    },
-)
-
-conversation_with_summary_model = console_ns.model(
-    "ConversationWithSummary",
-    {
-        "id": fields.String,
-        "status": fields.String,
-        "from_source": fields.String,
-        "from_end_user_id": fields.String,
-        "from_end_user_session_id": fields.String,
-        "from_account_id": fields.String,
-        "from_account_name": fields.String,
-        "name": fields.String,
-        "summary": fields.String(attribute="summary_or_query"),
-        "read_at": TimestampField,
-        "created_at": TimestampField,
-        "updated_at": TimestampField,
-        "annotated": fields.Boolean,
-        "model_config": fields.Nested(simple_model_config_model),
-        "message_count": fields.Integer,
-        "user_feedback_stats": fields.Nested(feedback_stat_model),
-        "admin_feedback_stats": fields.Nested(feedback_stat_model),
-        "status_count": fields.Nested(status_count_model),
-    },
-)
-
-conversation_with_summary_pagination_model = console_ns.model(
-    "ConversationWithSummaryPagination",
-    {
-        "page": fields.Integer,
-        "limit": fields.Integer(attribute="per_page"),
-        "total": fields.Integer,
-        "has_more": fields.Boolean(attribute="has_next"),
-        "data": fields.List(fields.Nested(conversation_with_summary_model), attribute="items"),
-    },
-)
-
-conversation_detail_model = console_ns.model(
-    "ConversationDetail",
-    {
-        "id": fields.String,
-        "status": fields.String,
-        "from_source": fields.String,
-        "from_end_user_id": fields.String,
-        "from_account_id": fields.String,
-        "created_at": TimestampField,
-        "updated_at": TimestampField,
-        "annotated": fields.Boolean,
-        "introduction": fields.String,
-        "model_config": fields.Nested(model_config_model),
-        "message_count": fields.Integer,
-        "user_feedback_stats": fields.Nested(feedback_stat_model),
-        "admin_feedback_stats": fields.Nested(feedback_stat_model),
-    },
-)
-
 
 @console_ns.route("/apps/<uuid:app_id>/completion-conversations")
 class CompletionConversationApi(Resource):
-    @console_ns.doc("list_completion_conversations")
-    @console_ns.doc(description="Get completion conversations with pagination and filtering")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[CompletionConversationQuery.__name__])
-    @console_ns.response(200, "Success", conversation_pagination_model)
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("list_completion_conversations")
+    @api.doc(description="Get completion conversations with pagination and filtering")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("keyword", type=str, location="args", help="Search keyword")
+        .add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
+        .add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
+        .add_argument(
+            "annotation_status",
+            type=str,
+            location="args",
+            choices=["annotated", "not_annotated", "all"],
+            default="all",
+            help="Annotation status filter",
+        )
+        .add_argument("page", type=int, location="args", default=1, help="Page number")
+        .add_argument("limit", type=int, location="args", default=20, help="Page size (1-100)")
+    )
+    @api.response(200, "Success", conversation_pagination_fields)
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.COMPLETION)
-    @marshal_with(conversation_pagination_model)
-    @edit_permission_required
+    @marshal_with(conversation_pagination_fields)
     def get(self, app_model):
-        current_user, _ = current_account_with_tenant()
-        args = CompletionConversationQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("keyword", type=str, location="args")
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument(
+            "annotation_status", type=str, choices=["annotated", "not_annotated", "all"], default="all", location="args"
+        )
+        parser.add_argument("page", type=int_range(1, 99999), default=1, location="args")
+        parser.add_argument("limit", type=int_range(1, 100), default=20, location="args")
+        args = parser.parse_args()
 
         query = sa.select(Conversation).where(
             Conversation.app_id == app_model.id, Conversation.mode == "completion", Conversation.is_deleted.is_(False)
         )
 
-        if args.keyword:
+        if args["keyword"]:
             query = query.join(Message, Message.conversation_id == Conversation.id).where(
                 or_(
-                    Message.query.ilike(f"%{args.keyword}%"),
-                    Message.answer.ilike(f"%{args.keyword}%"),
+                    Message.query.ilike(f"%{args['keyword']}%"),
+                    Message.answer.ilike(f"%{args['keyword']}%"),
                 )
             )
 
         account = current_user
-        assert account.timezone is not None
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
 
-        try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-        if start_datetime_utc:
             query = query.where(Conversation.created_at >= start_datetime_utc)
 
-        if end_datetime_utc:
-            end_datetime_utc = end_datetime_utc.replace(second=59)
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=59)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
             query = query.where(Conversation.created_at < end_datetime_utc)
 
         # FIXME, the type ignore in this file
-        if args.annotation_status == "annotated":
+        if args["annotation_status"] == "annotated":
             query = query.options(joinedload(Conversation.message_annotations)).join(  # type: ignore
                 MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
             )
-        elif args.annotation_status == "not_annotated":
+        elif args["annotation_status"] == "not_annotated":
             query = (
                 query.outerjoin(MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id)
                 .group_by(Conversation.id)
@@ -380,46 +119,49 @@ class CompletionConversationApi(Resource):
 
         query = query.order_by(Conversation.created_at.desc())
 
-        conversations = db.paginate(query, page=args.page, per_page=args.limit, error_out=False)
+        conversations = db.paginate(query, page=args["page"], per_page=args["limit"], error_out=False)
 
         return conversations
 
 
 @console_ns.route("/apps/<uuid:app_id>/completion-conversations/<uuid:conversation_id>")
 class CompletionConversationDetailApi(Resource):
-    @console_ns.doc("get_completion_conversation")
-    @console_ns.doc(description="Get completion conversation details with messages")
-    @console_ns.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
-    @console_ns.response(200, "Success", conversation_message_detail_model)
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(404, "Conversation not found")
+    @api.doc("get_completion_conversation")
+    @api.doc(description="Get completion conversation details with messages")
+    @api.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
+    @api.response(200, "Success", conversation_message_detail_fields)
+    @api.response(403, "Insufficient permissions")
+    @api.response(404, "Conversation not found")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.COMPLETION)
-    @marshal_with(conversation_message_detail_model)
-    @edit_permission_required
+    @marshal_with(conversation_message_detail_fields)
     def get(self, app_model, conversation_id):
+        if not current_user.is_editor:
+            raise Forbidden()
         conversation_id = str(conversation_id)
 
         return _get_conversation(app_model, conversation_id)
 
-    @console_ns.doc("delete_completion_conversation")
-    @console_ns.doc(description="Delete a completion conversation")
-    @console_ns.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
-    @console_ns.response(204, "Conversation deleted successfully")
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(404, "Conversation not found")
+    @api.doc("delete_completion_conversation")
+    @api.doc(description="Delete a completion conversation")
+    @api.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
+    @api.response(204, "Conversation deleted successfully")
+    @api.response(403, "Insufficient permissions")
+    @api.response(404, "Conversation not found")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.COMPLETION)
-    @edit_permission_required
     def delete(self, app_model, conversation_id):
-        current_user, _ = current_account_with_tenant()
+        if not current_user.is_editor:
+            raise Forbidden()
         conversation_id = str(conversation_id)
 
         try:
+            if not isinstance(current_user, Account):
+                raise ValueError("current_user must be an Account instance")
             ConversationService.delete(app_model, conversation_id, current_user)
         except ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
@@ -429,21 +171,63 @@ class CompletionConversationDetailApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/chat-conversations")
 class ChatConversationApi(Resource):
-    @console_ns.doc("list_chat_conversations")
-    @console_ns.doc(description="Get chat conversations with pagination, filtering and summary")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[ChatConversationQuery.__name__])
-    @console_ns.response(200, "Success", conversation_with_summary_pagination_model)
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("list_chat_conversations")
+    @api.doc(description="Get chat conversations with pagination, filtering and summary")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("keyword", type=str, location="args", help="Search keyword")
+        .add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
+        .add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
+        .add_argument(
+            "annotation_status",
+            type=str,
+            location="args",
+            choices=["annotated", "not_annotated", "all"],
+            default="all",
+            help="Annotation status filter",
+        )
+        .add_argument("message_count_gte", type=int, location="args", help="Minimum message count")
+        .add_argument("page", type=int, location="args", default=1, help="Page number")
+        .add_argument("limit", type=int, location="args", default=20, help="Page size (1-100)")
+        .add_argument(
+            "sort_by",
+            type=str,
+            location="args",
+            choices=["created_at", "-created_at", "updated_at", "-updated_at"],
+            default="-updated_at",
+            help="Sort field and direction",
+        )
+    )
+    @api.response(200, "Success", conversation_with_summary_pagination_fields)
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
-    @marshal_with(conversation_with_summary_pagination_model)
-    @edit_permission_required
+    @marshal_with(conversation_with_summary_pagination_fields)
     def get(self, app_model):
-        current_user, _ = current_account_with_tenant()
-        args = ChatConversationQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("keyword", type=str, location="args")
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument(
+            "annotation_status", type=str, choices=["annotated", "not_annotated", "all"], default="all", location="args"
+        )
+        parser.add_argument("message_count_gte", type=int_range(1, 99999), required=False, location="args")
+        parser.add_argument("page", type=int_range(1, 99999), required=False, default=1, location="args")
+        parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
+        parser.add_argument(
+            "sort_by",
+            type=str,
+            choices=["created_at", "-created_at", "updated_at", "-updated_at"],
+            required=False,
+            default="-updated_at",
+            location="args",
+        )
+        args = parser.parse_args()
 
         subquery = (
             db.session.query(
@@ -455,8 +239,8 @@ class ChatConversationApi(Resource):
 
         query = sa.select(Conversation).where(Conversation.app_id == app_model.id, Conversation.is_deleted.is_(False))
 
-        if args.keyword:
-            keyword_filter = f"%{args.keyword}%"
+        if args["keyword"]:
+            keyword_filter = f"%{args['keyword']}%"
             query = (
                 query.join(
                     Message,
@@ -476,51 +260,58 @@ class ChatConversationApi(Resource):
             )
 
         account = current_user
-        assert account.timezone is not None
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
 
-        try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
 
-        if start_datetime_utc:
-            match args.sort_by:
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
+
+            match args["sort_by"]:
                 case "updated_at" | "-updated_at":
                     query = query.where(Conversation.updated_at >= start_datetime_utc)
                 case "created_at" | "-created_at" | _:
                     query = query.where(Conversation.created_at >= start_datetime_utc)
 
-        if end_datetime_utc:
-            end_datetime_utc = end_datetime_utc.replace(second=59)
-            match args.sort_by:
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=59)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
+            match args["sort_by"]:
                 case "updated_at" | "-updated_at":
                     query = query.where(Conversation.updated_at <= end_datetime_utc)
                 case "created_at" | "-created_at" | _:
                     query = query.where(Conversation.created_at <= end_datetime_utc)
 
-        if args.annotation_status == "annotated":
+        if args["annotation_status"] == "annotated":
             query = query.options(joinedload(Conversation.message_annotations)).join(  # type: ignore
                 MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
             )
-        elif args.annotation_status == "not_annotated":
+        elif args["annotation_status"] == "not_annotated":
             query = (
                 query.outerjoin(MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id)
                 .group_by(Conversation.id)
                 .having(func.count(MessageAnnotation.id) == 0)
             )
 
-        if args.message_count_gte and args.message_count_gte >= 1:
+        if args["message_count_gte"] and args["message_count_gte"] >= 1:
             query = (
                 query.options(joinedload(Conversation.messages))  # type: ignore
                 .join(Message, Message.conversation_id == Conversation.id)
                 .group_by(Conversation.id)
-                .having(func.count(Message.id) >= args.message_count_gte)
+                .having(func.count(Message.id) >= args["message_count_gte"])
             )
 
         if app_model.mode == AppMode.ADVANCED_CHAT:
-            query = query.where(Conversation.invoke_from != InvokeFrom.DEBUGGER)
+            query = query.where(Conversation.invoke_from != InvokeFrom.DEBUGGER.value)
 
-        match args.sort_by:
+        match args["sort_by"]:
             case "created_at":
                 query = query.order_by(Conversation.created_at.asc())
             case "-created_at":
@@ -532,46 +323,49 @@ class ChatConversationApi(Resource):
             case _:
                 query = query.order_by(Conversation.created_at.desc())
 
-        conversations = db.paginate(query, page=args.page, per_page=args.limit, error_out=False)
+        conversations = db.paginate(query, page=args["page"], per_page=args["limit"], error_out=False)
 
         return conversations
 
 
 @console_ns.route("/apps/<uuid:app_id>/chat-conversations/<uuid:conversation_id>")
 class ChatConversationDetailApi(Resource):
-    @console_ns.doc("get_chat_conversation")
-    @console_ns.doc(description="Get chat conversation details")
-    @console_ns.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
-    @console_ns.response(200, "Success", conversation_detail_model)
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(404, "Conversation not found")
+    @api.doc("get_chat_conversation")
+    @api.doc(description="Get chat conversation details")
+    @api.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
+    @api.response(200, "Success", conversation_detail_fields)
+    @api.response(403, "Insufficient permissions")
+    @api.response(404, "Conversation not found")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
-    @marshal_with(conversation_detail_model)
-    @edit_permission_required
+    @marshal_with(conversation_detail_fields)
     def get(self, app_model, conversation_id):
+        if not current_user.is_editor:
+            raise Forbidden()
         conversation_id = str(conversation_id)
 
         return _get_conversation(app_model, conversation_id)
 
-    @console_ns.doc("delete_chat_conversation")
-    @console_ns.doc(description="Delete a chat conversation")
-    @console_ns.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
-    @console_ns.response(204, "Conversation deleted successfully")
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(404, "Conversation not found")
+    @api.doc("delete_chat_conversation")
+    @api.doc(description="Delete a chat conversation")
+    @api.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
+    @api.response(204, "Conversation deleted successfully")
+    @api.response(403, "Insufficient permissions")
+    @api.response(404, "Conversation not found")
     @setup_required
     @login_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
     @account_initialization_required
-    @edit_permission_required
     def delete(self, app_model, conversation_id):
-        current_user, _ = current_account_with_tenant()
+        if not current_user.is_editor:
+            raise Forbidden()
         conversation_id = str(conversation_id)
 
         try:
+            if not isinstance(current_user, Account):
+                raise ValueError("current_user must be an Account instance")
             ConversationService.delete(app_model, conversation_id, current_user)
         except ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
@@ -580,7 +374,6 @@ class ChatConversationDetailApi(Resource):
 
 
 def _get_conversation(app_model, conversation_id):
-    current_user, _ = current_account_with_tenant()
     conversation = (
         db.session.query(Conversation)
         .where(Conversation.id == conversation_id, Conversation.app_id == app_model.id)

api/controllers/console/app/conversation_variables.py

@@ -1,68 +1,47 @@
-from flask import request
-from flask_restx import Resource, fields, marshal_with
-from pydantic import BaseModel, Field
+from flask_restx import Resource, marshal_with, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
 from extensions.ext_database import db
-from fields.conversation_variable_fields import (
-    conversation_variable_fields,
-    paginated_conversation_variable_fields,
-)
+from fields.conversation_variable_fields import paginated_conversation_variable_fields
 from libs.login import login_required
 from models import ConversationVariable
 from models.model import AppMode
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class ConversationVariablesQuery(BaseModel):
-    conversation_id: str = Field(..., description="Conversation ID to filter variables")
-
-
-console_ns.schema_model(
-    ConversationVariablesQuery.__name__,
-    ConversationVariablesQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
-
-# Register models for flask_restx to avoid dict type issues in Swagger
-# Register base model first
-conversation_variable_model = console_ns.model("ConversationVariable", conversation_variable_fields)
-
-# For nested models, need to replace nested dict with registered model
-paginated_conversation_variable_fields_copy = paginated_conversation_variable_fields.copy()
-paginated_conversation_variable_fields_copy["data"] = fields.List(
-    fields.Nested(conversation_variable_model), attribute="data"
-)
-paginated_conversation_variable_model = console_ns.model(
-    "PaginatedConversationVariable", paginated_conversation_variable_fields_copy
-)
-
 
 @console_ns.route("/apps/<uuid:app_id>/conversation-variables")
 class ConversationVariablesApi(Resource):
-    @console_ns.doc("get_conversation_variables")
-    @console_ns.doc(description="Get conversation variables for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[ConversationVariablesQuery.__name__])
-    @console_ns.response(200, "Conversation variables retrieved successfully", paginated_conversation_variable_model)
+    @api.doc("get_conversation_variables")
+    @api.doc(description="Get conversation variables for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser().add_argument(
+            "conversation_id", type=str, location="args", help="Conversation ID to filter variables"
+        )
+    )
+    @api.response(200, "Conversation variables retrieved successfully", paginated_conversation_variable_fields)
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.ADVANCED_CHAT)
-    @marshal_with(paginated_conversation_variable_model)
+    @marshal_with(paginated_conversation_variable_fields)
     def get(self, app_model):
-        args = ConversationVariablesQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("conversation_id", type=str, location="args")
+        args = parser.parse_args()
 
         stmt = (
             select(ConversationVariable)
             .where(ConversationVariable.app_id == app_model.id)
             .order_by(ConversationVariable.created_at)
         )
-        stmt = stmt.where(ConversationVariable.conversation_id == args.conversation_id)
+        if args["conversation_id"]:
+            stmt = stmt.where(ConversationVariable.conversation_id == args["conversation_id"])
+        else:
+            raise ValueError("conversation_id is required")
 
         # NOTE: This is a temporary solution to avoid performance issues.
         page = 1

api/controllers/console/app/generator.py

@@ -1,10 +1,9 @@
 from collections.abc import Sequence
-from typing import Any
 
-from flask_restx import Resource
-from pydantic import BaseModel, Field
+from flask_login import current_user
+from flask_restx import Resource, fields, reqparse
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.error import (
     CompletionRequestError,
     ProviderModelCurrentlyNotSupportError,
@@ -13,80 +12,50 @@ from controllers.console.app.error import (
 )
 from controllers.console.wraps import account_initialization_required, setup_required
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
-from core.helper.code_executor.code_node_provider import CodeNodeProvider
 from core.helper.code_executor.javascript.javascript_code_provider import JavascriptCodeProvider
 from core.helper.code_executor.python3.python3_code_provider import Python3CodeProvider
 from core.llm_generator.llm_generator import LLMGenerator
 from core.model_runtime.errors.invoke import InvokeError
 from extensions.ext_database import db
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from models import App
 from services.workflow_service import WorkflowService
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class RuleGeneratePayload(BaseModel):
-    instruction: str = Field(..., description="Rule generation instruction")
-    model_config_data: dict[str, Any] = Field(..., alias="model_config", description="Model configuration")
-    no_variable: bool = Field(default=False, description="Whether to exclude variables")
-
-
-class RuleCodeGeneratePayload(RuleGeneratePayload):
-    code_language: str = Field(default="javascript", description="Programming language for code generation")
-
-
-class RuleStructuredOutputPayload(BaseModel):
-    instruction: str = Field(..., description="Structured output generation instruction")
-    model_config_data: dict[str, Any] = Field(..., alias="model_config", description="Model configuration")
-
-
-class InstructionGeneratePayload(BaseModel):
-    flow_id: str = Field(..., description="Workflow/Flow ID")
-    node_id: str = Field(default="", description="Node ID for workflow context")
-    current: str = Field(default="", description="Current instruction text")
-    language: str = Field(default="javascript", description="Programming language (javascript/python)")
-    instruction: str = Field(..., description="Instruction for generation")
-    model_config_data: dict[str, Any] = Field(..., alias="model_config", description="Model configuration")
-    ideal_output: str = Field(default="", description="Expected ideal output")
-
-
-class InstructionTemplatePayload(BaseModel):
-    type: str = Field(..., description="Instruction template type")
-
-
-def reg(cls: type[BaseModel]):
-    console_ns.schema_model(cls.__name__, cls.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-
-reg(RuleGeneratePayload)
-reg(RuleCodeGeneratePayload)
-reg(RuleStructuredOutputPayload)
-reg(InstructionGeneratePayload)
-reg(InstructionTemplatePayload)
-
 
 @console_ns.route("/rule-generate")
 class RuleGenerateApi(Resource):
-    @console_ns.doc("generate_rule_config")
-    @console_ns.doc(description="Generate rule configuration using LLM")
-    @console_ns.expect(console_ns.models[RuleGeneratePayload.__name__])
-    @console_ns.response(200, "Rule configuration generated successfully")
-    @console_ns.response(400, "Invalid request parameters")
-    @console_ns.response(402, "Provider quota exceeded")
+    @api.doc("generate_rule_config")
+    @api.doc(description="Generate rule configuration using LLM")
+    @api.expect(
+        api.model(
+            "RuleGenerateRequest",
+            {
+                "instruction": fields.String(required=True, description="Rule generation instruction"),
+                "model_config": fields.Raw(required=True, description="Model configuration"),
+                "no_variable": fields.Boolean(required=True, default=False, description="Whether to exclude variables"),
+            },
+        )
+    )
+    @api.response(200, "Rule configuration generated successfully")
+    @api.response(400, "Invalid request parameters")
+    @api.response(402, "Provider quota exceeded")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        args = RuleGeneratePayload.model_validate(console_ns.payload)
-        _, current_tenant_id = current_account_with_tenant()
+        parser = reqparse.RequestParser()
+        parser.add_argument("instruction", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("model_config", type=dict, required=True, nullable=False, location="json")
+        parser.add_argument("no_variable", type=bool, required=True, default=False, location="json")
+        args = parser.parse_args()
 
+        account = current_user
         try:
             rules = LLMGenerator.generate_rule_config(
-                tenant_id=current_tenant_id,
-                instruction=args.instruction,
-                model_config=args.model_config_data,
-                no_variable=args.no_variable,
+                tenant_id=account.current_tenant_id,
+                instruction=args["instruction"],
+                model_config=args["model_config"],
+                no_variable=args["no_variable"],
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -102,25 +71,42 @@ class RuleGenerateApi(Resource):
 
 @console_ns.route("/rule-code-generate")
 class RuleCodeGenerateApi(Resource):
-    @console_ns.doc("generate_rule_code")
-    @console_ns.doc(description="Generate code rules using LLM")
-    @console_ns.expect(console_ns.models[RuleCodeGeneratePayload.__name__])
-    @console_ns.response(200, "Code rules generated successfully")
-    @console_ns.response(400, "Invalid request parameters")
-    @console_ns.response(402, "Provider quota exceeded")
+    @api.doc("generate_rule_code")
+    @api.doc(description="Generate code rules using LLM")
+    @api.expect(
+        api.model(
+            "RuleCodeGenerateRequest",
+            {
+                "instruction": fields.String(required=True, description="Code generation instruction"),
+                "model_config": fields.Raw(required=True, description="Model configuration"),
+                "no_variable": fields.Boolean(required=True, default=False, description="Whether to exclude variables"),
+                "code_language": fields.String(
+                    default="javascript", description="Programming language for code generation"
+                ),
+            },
+        )
+    )
+    @api.response(200, "Code rules generated successfully")
+    @api.response(400, "Invalid request parameters")
+    @api.response(402, "Provider quota exceeded")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        args = RuleCodeGeneratePayload.model_validate(console_ns.payload)
-        _, current_tenant_id = current_account_with_tenant()
+        parser = reqparse.RequestParser()
+        parser.add_argument("instruction", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("model_config", type=dict, required=True, nullable=False, location="json")
+        parser.add_argument("no_variable", type=bool, required=True, default=False, location="json")
+        parser.add_argument("code_language", type=str, required=False, default="javascript", location="json")
+        args = parser.parse_args()
 
+        account = current_user
         try:
             code_result = LLMGenerator.generate_code(
-                tenant_id=current_tenant_id,
-                instruction=args.instruction,
-                model_config=args.model_config_data,
-                code_language=args.code_language,
+                tenant_id=account.current_tenant_id,
+                instruction=args["instruction"],
+                model_config=args["model_config"],
+                code_language=args["code_language"],
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -136,24 +122,35 @@ class RuleCodeGenerateApi(Resource):
 
 @console_ns.route("/rule-structured-output-generate")
 class RuleStructuredOutputGenerateApi(Resource):
-    @console_ns.doc("generate_structured_output")
-    @console_ns.doc(description="Generate structured output rules using LLM")
-    @console_ns.expect(console_ns.models[RuleStructuredOutputPayload.__name__])
-    @console_ns.response(200, "Structured output generated successfully")
-    @console_ns.response(400, "Invalid request parameters")
-    @console_ns.response(402, "Provider quota exceeded")
+    @api.doc("generate_structured_output")
+    @api.doc(description="Generate structured output rules using LLM")
+    @api.expect(
+        api.model(
+            "StructuredOutputGenerateRequest",
+            {
+                "instruction": fields.String(required=True, description="Structured output generation instruction"),
+                "model_config": fields.Raw(required=True, description="Model configuration"),
+            },
+        )
+    )
+    @api.response(200, "Structured output generated successfully")
+    @api.response(400, "Invalid request parameters")
+    @api.response(402, "Provider quota exceeded")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        args = RuleStructuredOutputPayload.model_validate(console_ns.payload)
-        _, current_tenant_id = current_account_with_tenant()
+        parser = reqparse.RequestParser()
+        parser.add_argument("instruction", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("model_config", type=dict, required=True, nullable=False, location="json")
+        args = parser.parse_args()
 
+        account = current_user
         try:
             structured_output = LLMGenerator.generate_structured_output(
-                tenant_id=current_tenant_id,
-                instruction=args.instruction,
-                model_config=args.model_config_data,
+                tenant_id=account.current_tenant_id,
+                instruction=args["instruction"],
+                model_config=args["model_config"],
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -169,79 +166,101 @@ class RuleStructuredOutputGenerateApi(Resource):
 
 @console_ns.route("/instruction-generate")
 class InstructionGenerateApi(Resource):
-    @console_ns.doc("generate_instruction")
-    @console_ns.doc(description="Generate instruction for workflow nodes or general use")
-    @console_ns.expect(console_ns.models[InstructionGeneratePayload.__name__])
-    @console_ns.response(200, "Instruction generated successfully")
-    @console_ns.response(400, "Invalid request parameters or flow/workflow not found")
-    @console_ns.response(402, "Provider quota exceeded")
+    @api.doc("generate_instruction")
+    @api.doc(description="Generate instruction for workflow nodes or general use")
+    @api.expect(
+        api.model(
+            "InstructionGenerateRequest",
+            {
+                "flow_id": fields.String(required=True, description="Workflow/Flow ID"),
+                "node_id": fields.String(description="Node ID for workflow context"),
+                "current": fields.String(description="Current instruction text"),
+                "language": fields.String(default="javascript", description="Programming language (javascript/python)"),
+                "instruction": fields.String(required=True, description="Instruction for generation"),
+                "model_config": fields.Raw(required=True, description="Model configuration"),
+                "ideal_output": fields.String(description="Expected ideal output"),
+            },
+        )
+    )
+    @api.response(200, "Instruction generated successfully")
+    @api.response(400, "Invalid request parameters or flow/workflow not found")
+    @api.response(402, "Provider quota exceeded")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        args = InstructionGeneratePayload.model_validate(console_ns.payload)
-        _, current_tenant_id = current_account_with_tenant()
-        providers: list[type[CodeNodeProvider]] = [Python3CodeProvider, JavascriptCodeProvider]
-        code_provider: type[CodeNodeProvider] | None = next(
-            (p for p in providers if p.is_accept_language(args.language)), None
+        parser = reqparse.RequestParser()
+        parser.add_argument("flow_id", type=str, required=True, default="", location="json")
+        parser.add_argument("node_id", type=str, required=False, default="", location="json")
+        parser.add_argument("current", type=str, required=False, default="", location="json")
+        parser.add_argument("language", type=str, required=False, default="javascript", location="json")
+        parser.add_argument("instruction", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("model_config", type=dict, required=True, nullable=False, location="json")
+        parser.add_argument("ideal_output", type=str, required=False, default="", location="json")
+        args = parser.parse_args()
+        code_template = (
+            Python3CodeProvider.get_default_code()
+            if args["language"] == "python"
+            else (JavascriptCodeProvider.get_default_code())
+            if args["language"] == "javascript"
+            else ""
         )
-        code_template = code_provider.get_default_code() if code_provider else ""
         try:
             # Generate from nothing for a workflow node
-            if (args.current in (code_template, "")) and args.node_id != "":
-                app = db.session.query(App).where(App.id == args.flow_id).first()
+            if (args["current"] == code_template or args["current"] == "") and args["node_id"] != "":
+                app = db.session.query(App).where(App.id == args["flow_id"]).first()
                 if not app:
-                    return {"error": f"app {args.flow_id} not found"}, 400
+                    return {"error": f"app {args['flow_id']} not found"}, 400
                 workflow = WorkflowService().get_draft_workflow(app_model=app)
                 if not workflow:
-                    return {"error": f"workflow {args.flow_id} not found"}, 400
+                    return {"error": f"workflow {args['flow_id']} not found"}, 400
                 nodes: Sequence = workflow.graph_dict["nodes"]
-                node = [node for node in nodes if node["id"] == args.node_id]
+                node = [node for node in nodes if node["id"] == args["node_id"]]
                 if len(node) == 0:
-                    return {"error": f"node {args.node_id} not found"}, 400
+                    return {"error": f"node {args['node_id']} not found"}, 400
                 node_type = node[0]["data"]["type"]
                 match node_type:
                     case "llm":
                         return LLMGenerator.generate_rule_config(
-                            current_tenant_id,
-                            instruction=args.instruction,
-                            model_config=args.model_config_data,
+                            current_user.current_tenant_id,
+                            instruction=args["instruction"],
+                            model_config=args["model_config"],
                             no_variable=True,
                         )
                     case "agent":
                         return LLMGenerator.generate_rule_config(
-                            current_tenant_id,
-                            instruction=args.instruction,
-                            model_config=args.model_config_data,
+                            current_user.current_tenant_id,
+                            instruction=args["instruction"],
+                            model_config=args["model_config"],
                             no_variable=True,
                         )
                     case "code":
                         return LLMGenerator.generate_code(
-                            tenant_id=current_tenant_id,
-                            instruction=args.instruction,
-                            model_config=args.model_config_data,
-                            code_language=args.language,
+                            tenant_id=current_user.current_tenant_id,
+                            instruction=args["instruction"],
+                            model_config=args["model_config"],
+                            code_language=args["language"],
                         )
                     case _:
                         return {"error": f"invalid node type: {node_type}"}
-            if args.node_id == "" and args.current != "":  # For legacy app without a workflow
+            if args["node_id"] == "" and args["current"] != "":  # For legacy app without a workflow
                 return LLMGenerator.instruction_modify_legacy(
-                    tenant_id=current_tenant_id,
-                    flow_id=args.flow_id,
-                    current=args.current,
-                    instruction=args.instruction,
-                    model_config=args.model_config_data,
-                    ideal_output=args.ideal_output,
+                    tenant_id=current_user.current_tenant_id,
+                    flow_id=args["flow_id"],
+                    current=args["current"],
+                    instruction=args["instruction"],
+                    model_config=args["model_config"],
+                    ideal_output=args["ideal_output"],
                 )
-            if args.node_id != "" and args.current != "":  # For workflow node
+            if args["node_id"] != "" and args["current"] != "":  # For workflow node
                 return LLMGenerator.instruction_modify_workflow(
-                    tenant_id=current_tenant_id,
-                    flow_id=args.flow_id,
-                    node_id=args.node_id,
-                    current=args.current,
-                    instruction=args.instruction,
-                    model_config=args.model_config_data,
-                    ideal_output=args.ideal_output,
+                    tenant_id=current_user.current_tenant_id,
+                    flow_id=args["flow_id"],
+                    node_id=args["node_id"],
+                    current=args["current"],
+                    instruction=args["instruction"],
+                    model_config=args["model_config"],
+                    ideal_output=args["ideal_output"],
                     workflow_service=WorkflowService(),
                 )
             return {"error": "incompatible parameters"}, 400
@@ -257,17 +276,27 @@ class InstructionGenerateApi(Resource):
 
 @console_ns.route("/instruction-generate/template")
 class InstructionGenerationTemplateApi(Resource):
-    @console_ns.doc("get_instruction_template")
-    @console_ns.doc(description="Get instruction generation template")
-    @console_ns.expect(console_ns.models[InstructionTemplatePayload.__name__])
-    @console_ns.response(200, "Template retrieved successfully")
-    @console_ns.response(400, "Invalid request parameters")
+    @api.doc("get_instruction_template")
+    @api.doc(description="Get instruction generation template")
+    @api.expect(
+        api.model(
+            "InstructionTemplateRequest",
+            {
+                "instruction": fields.String(required=True, description="Template instruction"),
+                "ideal_output": fields.String(description="Expected ideal output"),
+            },
+        )
+    )
+    @api.response(200, "Template retrieved successfully")
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        args = InstructionTemplatePayload.model_validate(console_ns.payload)
-        match args.type:
+        parser = reqparse.RequestParser()
+        parser.add_argument("type", type=str, required=True, default=False, location="json")
+        args = parser.parse_args()
+        match args["type"]:
             case "prompt":
                 from core.llm_generator.prompts import INSTRUCTION_GENERATE_TEMPLATE_PROMPT
 
@@ -277,4 +306,4 @@ class InstructionGenerationTemplateApi(Resource):
 
                 return {"data": INSTRUCTION_GENERATE_TEMPLATE_CODE}
             case _:
-                raise ValueError(f"Invalid type: {args.type}")
+                raise ValueError(f"Invalid type: {args['type']}")

api/controllers/console/app/mcp_server.py

@@ -1,20 +1,18 @@
 import json
 from enum import StrEnum
 
+from flask_login import current_user
 from flask_restx import Resource, fields, marshal_with, reqparse
 from werkzeug.exceptions import NotFound
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
+from controllers.console.wraps import account_initialization_required, setup_required
 from extensions.ext_database import db
 from fields.app_fields import app_server_fields
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from models.model import AppMCPServer
 
-# Register model for flask_restx to avoid dict type issues in Swagger
-app_server_model = console_ns.model("AppServer", app_server_fields)
-
 
 class AppMCPServerStatus(StrEnum):
     ACTIVE = "active"
@@ -23,24 +21,24 @@ class AppMCPServerStatus(StrEnum):
 
 @console_ns.route("/apps/<uuid:app_id>/server")
 class AppMCPServerController(Resource):
-    @console_ns.doc("get_app_mcp_server")
-    @console_ns.doc(description="Get MCP server configuration for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "MCP server configuration retrieved successfully", app_server_model)
+    @api.doc("get_app_mcp_server")
+    @api.doc(description="Get MCP server configuration for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "MCP server configuration retrieved successfully", app_server_fields)
+    @setup_required
     @login_required
     @account_initialization_required
-    @setup_required
     @get_app_model
-    @marshal_with(app_server_model)
+    @marshal_with(app_server_fields)
     def get(self, app_model):
         server = db.session.query(AppMCPServer).where(AppMCPServer.app_id == app_model.id).first()
         return server
 
-    @console_ns.doc("create_app_mcp_server")
-    @console_ns.doc(description="Create MCP server configuration for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("create_app_mcp_server")
+    @api.doc(description="Create MCP server configuration for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
             "MCPServerCreateRequest",
             {
                 "description": fields.String(description="Server description"),
@@ -48,21 +46,19 @@ class AppMCPServerController(Resource):
             },
         )
     )
-    @console_ns.response(201, "MCP server configuration created successfully", app_server_model)
-    @console_ns.response(403, "Insufficient permissions")
+    @api.response(201, "MCP server configuration created successfully", app_server_fields)
+    @api.response(403, "Insufficient permissions")
+    @setup_required
+    @login_required
     @account_initialization_required
     @get_app_model
-    @login_required
-    @setup_required
-    @marshal_with(app_server_model)
-    @edit_permission_required
+    @marshal_with(app_server_fields)
     def post(self, app_model):
-        _, current_tenant_id = current_account_with_tenant()
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("description", type=str, required=False, location="json")
-            .add_argument("parameters", type=dict, required=True, location="json")
-        )
+        if not current_user.is_editor:
+            raise NotFound()
+        parser = reqparse.RequestParser()
+        parser.add_argument("description", type=str, required=False, location="json")
+        parser.add_argument("parameters", type=dict, required=True, location="json")
         args = parser.parse_args()
 
         description = args.get("description")
@@ -75,18 +71,18 @@ class AppMCPServerController(Resource):
             parameters=json.dumps(args["parameters"], ensure_ascii=False),
             status=AppMCPServerStatus.ACTIVE,
             app_id=app_model.id,
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             server_code=AppMCPServer.generate_server_code(16),
         )
         db.session.add(server)
         db.session.commit()
         return server
 
-    @console_ns.doc("update_app_mcp_server")
-    @console_ns.doc(description="Update MCP server configuration for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("update_app_mcp_server")
+    @api.doc(description="Update MCP server configuration for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
             "MCPServerUpdateRequest",
             {
                 "id": fields.String(required=True, description="Server ID"),
@@ -96,23 +92,22 @@ class AppMCPServerController(Resource):
             },
         )
     )
-    @console_ns.response(200, "MCP server configuration updated successfully", app_server_model)
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(404, "Server not found")
-    @get_app_model
-    @login_required
+    @api.response(200, "MCP server configuration updated successfully", app_server_fields)
+    @api.response(403, "Insufficient permissions")
+    @api.response(404, "Server not found")
     @setup_required
+    @login_required
     @account_initialization_required
-    @marshal_with(app_server_model)
-    @edit_permission_required
+    @get_app_model
+    @marshal_with(app_server_fields)
     def put(self, app_model):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("id", type=str, required=True, location="json")
-            .add_argument("description", type=str, required=False, location="json")
-            .add_argument("parameters", type=dict, required=True, location="json")
-            .add_argument("status", type=str, required=False, location="json")
-        )
+        if not current_user.is_editor:
+            raise NotFound()
+        parser = reqparse.RequestParser()
+        parser.add_argument("id", type=str, required=True, location="json")
+        parser.add_argument("description", type=str, required=False, location="json")
+        parser.add_argument("parameters", type=dict, required=True, location="json")
+        parser.add_argument("status", type=str, required=False, location="json")
         args = parser.parse_args()
         server = db.session.query(AppMCPServer).where(AppMCPServer.id == args["id"]).first()
         if not server:
@@ -137,23 +132,23 @@ class AppMCPServerController(Resource):
 
 @console_ns.route("/apps/<uuid:server_id>/server/refresh")
 class AppMCPServerRefreshController(Resource):
-    @console_ns.doc("refresh_app_mcp_server")
-    @console_ns.doc(description="Refresh MCP server configuration and regenerate server code")
-    @console_ns.doc(params={"server_id": "Server ID"})
-    @console_ns.response(200, "MCP server refreshed successfully", app_server_model)
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(404, "Server not found")
+    @api.doc("refresh_app_mcp_server")
+    @api.doc(description="Refresh MCP server configuration and regenerate server code")
+    @api.doc(params={"server_id": "Server ID"})
+    @api.response(200, "MCP server refreshed successfully", app_server_fields)
+    @api.response(403, "Insufficient permissions")
+    @api.response(404, "Server not found")
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_server_model)
-    @edit_permission_required
+    @marshal_with(app_server_fields)
     def get(self, server_id):
-        _, current_tenant_id = current_account_with_tenant()
+        if not current_user.is_editor:
+            raise NotFound()
         server = (
             db.session.query(AppMCPServer)
             .where(AppMCPServer.id == server_id)
-            .where(AppMCPServer.tenant_id == current_tenant_id)
+            .where(AppMCPServer.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not server:

api/controllers/console/app/message.py

@@ -1,13 +1,11 @@
 import logging
-from typing import Literal
 
-from flask import request
-from flask_restx import Resource, fields, marshal_with
-from pydantic import BaseModel, Field, field_validator
+from flask_restx import Resource, fields, marshal_with, reqparse
+from flask_restx.inputs import int_range
 from sqlalchemy import exists, select
-from werkzeug.exceptions import InternalServerError, NotFound
+from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.error import (
     CompletionRequestError,
     ProviderModelCurrentlyNotSupportError,
@@ -18,233 +16,74 @@ from controllers.console.app.wraps import get_app_model
 from controllers.console.explore.error import AppSuggestedQuestionsAfterAnswerDisabledError
 from controllers.console.wraps import (
     account_initialization_required,
-    edit_permission_required,
+    cloud_edition_billing_resource_check,
     setup_required,
 )
 from core.app.entities.app_invoke_entities import InvokeFrom
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
 from extensions.ext_database import db
-from fields.raws import FilesContainedField
-from libs.helper import TimestampField, uuid_value
+from fields.conversation_fields import annotation_fields, message_detail_fields
+from libs.helper import uuid_value
 from libs.infinite_scroll_pagination import InfiniteScrollPagination
-from libs.login import current_account_with_tenant, login_required
+from libs.login import current_user, login_required
+from models.account import Account
 from models.model import AppMode, Conversation, Message, MessageAnnotation, MessageFeedback
+from services.annotation_service import AppAnnotationService
 from services.errors.conversation import ConversationNotExistsError
 from services.errors.message import MessageNotExistsError, SuggestedQuestionsAfterAnswerDisabledError
 from services.message_service import MessageService
 
 logger = logging.getLogger(__name__)
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class ChatMessagesQuery(BaseModel):
-    conversation_id: str = Field(..., description="Conversation ID")
-    first_id: str | None = Field(default=None, description="First message ID for pagination")
-    limit: int = Field(default=20, ge=1, le=100, description="Number of messages to return (1-100)")
-
-    @field_validator("first_id", mode="before")
-    @classmethod
-    def empty_to_none(cls, value: str | None) -> str | None:
-        if value == "":
-            return None
-        return value
-
-    @field_validator("conversation_id", "first_id")
-    @classmethod
-    def validate_uuid(cls, value: str | None) -> str | None:
-        if value is None:
-            return value
-        return uuid_value(value)
-
-
-class MessageFeedbackPayload(BaseModel):
-    message_id: str = Field(..., description="Message ID")
-    rating: Literal["like", "dislike"] | None = Field(default=None, description="Feedback rating")
-
-    @field_validator("message_id")
-    @classmethod
-    def validate_message_id(cls, value: str) -> str:
-        return uuid_value(value)
-
-
-class FeedbackExportQuery(BaseModel):
-    from_source: Literal["user", "admin"] | None = Field(default=None, description="Filter by feedback source")
-    rating: Literal["like", "dislike"] | None = Field(default=None, description="Filter by rating")
-    has_comment: bool | None = Field(default=None, description="Only include feedback with comments")
-    start_date: str | None = Field(default=None, description="Start date (YYYY-MM-DD)")
-    end_date: str | None = Field(default=None, description="End date (YYYY-MM-DD)")
-    format: Literal["csv", "json"] = Field(default="csv", description="Export format")
-
-    @field_validator("has_comment", mode="before")
-    @classmethod
-    def parse_bool(cls, value: bool | str | None) -> bool | None:
-        if isinstance(value, bool) or value is None:
-            return value
-        lowered = value.lower()
-        if lowered in {"true", "1", "yes", "on"}:
-            return True
-        if lowered in {"false", "0", "no", "off"}:
-            return False
-        raise ValueError("has_comment must be a boolean value")
-
-
-def reg(cls: type[BaseModel]):
-    console_ns.schema_model(cls.__name__, cls.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-
-reg(ChatMessagesQuery)
-reg(MessageFeedbackPayload)
-reg(FeedbackExportQuery)
-
-# Register models for flask_restx to avoid dict type issues in Swagger
-# Register in dependency order: base models first, then dependent models
-
-# Base models
-simple_account_model = console_ns.model(
-    "SimpleAccount",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "email": fields.String,
-    },
-)
-
-message_file_model = console_ns.model(
-    "MessageFile",
-    {
-        "id": fields.String,
-        "filename": fields.String,
-        "type": fields.String,
-        "url": fields.String,
-        "mime_type": fields.String,
-        "size": fields.Integer,
-        "transfer_method": fields.String,
-        "belongs_to": fields.String(default="user"),
-        "upload_file_id": fields.String(default=None),
-    },
-)
-
-agent_thought_model = console_ns.model(
-    "AgentThought",
-    {
-        "id": fields.String,
-        "chain_id": fields.String,
-        "message_id": fields.String,
-        "position": fields.Integer,
-        "thought": fields.String,
-        "tool": fields.String,
-        "tool_labels": fields.Raw,
-        "tool_input": fields.String,
-        "created_at": TimestampField,
-        "observation": fields.String,
-        "files": fields.List(fields.String),
-    },
-)
-
-# Models that depend on simple_account_model
-feedback_model = console_ns.model(
-    "Feedback",
-    {
-        "rating": fields.String,
-        "content": fields.String,
-        "from_source": fields.String,
-        "from_end_user_id": fields.String,
-        "from_account": fields.Nested(simple_account_model, allow_null=True),
-    },
-)
-
-annotation_model = console_ns.model(
-    "Annotation",
-    {
-        "id": fields.String,
-        "question": fields.String,
-        "content": fields.String,
-        "account": fields.Nested(simple_account_model, allow_null=True),
-        "created_at": TimestampField,
-    },
-)
-
-annotation_hit_history_model = console_ns.model(
-    "AnnotationHitHistory",
-    {
-        "annotation_id": fields.String(attribute="id"),
-        "annotation_create_account": fields.Nested(simple_account_model, allow_null=True),
-        "created_at": TimestampField,
-    },
-)
-
-# Message detail model that depends on multiple models
-message_detail_model = console_ns.model(
-    "MessageDetail",
-    {
-        "id": fields.String,
-        "conversation_id": fields.String,
-        "inputs": FilesContainedField,
-        "query": fields.String,
-        "message": fields.Raw,
-        "message_tokens": fields.Integer,
-        "answer": fields.String(attribute="re_sign_file_url_answer"),
-        "answer_tokens": fields.Integer,
-        "provider_response_latency": fields.Float,
-        "from_source": fields.String,
-        "from_end_user_id": fields.String,
-        "from_account_id": fields.String,
-        "feedbacks": fields.List(fields.Nested(feedback_model)),
-        "workflow_run_id": fields.String,
-        "annotation": fields.Nested(annotation_model, allow_null=True),
-        "annotation_hit_history": fields.Nested(annotation_hit_history_model, allow_null=True),
-        "created_at": TimestampField,
-        "agent_thoughts": fields.List(fields.Nested(agent_thought_model)),
-        "message_files": fields.List(fields.Nested(message_file_model)),
-        "metadata": fields.Raw(attribute="message_metadata_dict"),
-        "status": fields.String,
-        "error": fields.String,
-        "parent_message_id": fields.String,
-    },
-)
-
-# Message infinite scroll pagination model
-message_infinite_scroll_pagination_model = console_ns.model(
-    "MessageInfiniteScrollPagination",
-    {
-        "limit": fields.Integer,
-        "has_more": fields.Boolean,
-        "data": fields.List(fields.Nested(message_detail_model)),
-    },
-)
 
 
 @console_ns.route("/apps/<uuid:app_id>/chat-messages")
 class ChatMessageListApi(Resource):
-    @console_ns.doc("list_chat_messages")
-    @console_ns.doc(description="Get chat messages for a conversation with pagination")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[ChatMessagesQuery.__name__])
-    @console_ns.response(200, "Success", message_infinite_scroll_pagination_model)
-    @console_ns.response(404, "Conversation not found")
-    @login_required
-    @account_initialization_required
+    message_infinite_scroll_pagination_fields = {
+        "limit": fields.Integer,
+        "has_more": fields.Boolean,
+        "data": fields.List(fields.Nested(message_detail_fields)),
+    }
+
+    @api.doc("list_chat_messages")
+    @api.doc(description="Get chat messages for a conversation with pagination")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("conversation_id", type=str, required=True, location="args", help="Conversation ID")
+        .add_argument("first_id", type=str, location="args", help="First message ID for pagination")
+        .add_argument("limit", type=int, location="args", default=20, help="Number of messages to return (1-100)")
+    )
+    @api.response(200, "Success", message_infinite_scroll_pagination_fields)
+    @api.response(404, "Conversation not found")
     @setup_required
+    @login_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
-    @marshal_with(message_infinite_scroll_pagination_model)
-    @edit_permission_required
+    @account_initialization_required
+    @marshal_with(message_infinite_scroll_pagination_fields)
     def get(self, app_model):
-        args = ChatMessagesQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("conversation_id", required=True, type=uuid_value, location="args")
+        parser.add_argument("first_id", type=uuid_value, location="args")
+        parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
+        args = parser.parse_args()
 
         conversation = (
             db.session.query(Conversation)
-            .where(Conversation.id == args.conversation_id, Conversation.app_id == app_model.id)
+            .where(Conversation.id == args["conversation_id"], Conversation.app_id == app_model.id)
             .first()
         )
 
         if not conversation:
             raise NotFound("Conversation Not Exists.")
 
-        if args.first_id:
+        if args["first_id"]:
             first_message = (
                 db.session.query(Message)
-                .where(Message.conversation_id == conversation.id, Message.id == args.first_id)
+                .where(Message.conversation_id == conversation.id, Message.id == args["first_id"])
                 .first()
             )
 
@@ -259,7 +98,7 @@ class ChatMessageListApi(Resource):
                     Message.id != first_message.id,
                 )
                 .order_by(Message.created_at.desc())
-                .limit(args.limit)
+                .limit(args["limit"])
                 .all()
             )
         else:
@@ -267,12 +106,12 @@ class ChatMessageListApi(Resource):
                 db.session.query(Message)
                 .where(Message.conversation_id == conversation.id)
                 .order_by(Message.created_at.desc())
-                .limit(args.limit)
+                .limit(args["limit"])
                 .all()
             )
 
         # Initialize has_more based on whether we have a full page
-        if len(history_messages) == args.limit:
+        if len(history_messages) == args["limit"]:
             current_page_first_message = history_messages[-1]
             # Check if there are more messages before the current page
             has_more = db.session.scalar(
@@ -290,28 +129,40 @@ class ChatMessageListApi(Resource):
 
         history_messages = list(reversed(history_messages))
 
-        return InfiniteScrollPagination(data=history_messages, limit=args.limit, has_more=has_more)
+        return InfiniteScrollPagination(data=history_messages, limit=args["limit"], has_more=has_more)
 
 
 @console_ns.route("/apps/<uuid:app_id>/feedbacks")
 class MessageFeedbackApi(Resource):
-    @console_ns.doc("create_message_feedback")
-    @console_ns.doc(description="Create or update message feedback (like/dislike)")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[MessageFeedbackPayload.__name__])
-    @console_ns.response(200, "Feedback updated successfully")
-    @console_ns.response(404, "Message not found")
-    @console_ns.response(403, "Insufficient permissions")
+    @api.doc("create_message_feedback")
+    @api.doc(description="Create or update message feedback (like/dislike)")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "MessageFeedbackRequest",
+            {
+                "message_id": fields.String(required=True, description="Message ID"),
+                "rating": fields.String(enum=["like", "dislike"], description="Feedback rating"),
+            },
+        )
+    )
+    @api.response(200, "Feedback updated successfully")
+    @api.response(404, "Message not found")
+    @api.response(403, "Insufficient permissions")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
     def post(self, app_model):
-        current_user, _ = current_account_with_tenant()
+        if current_user is None:
+            raise Forbidden()
 
-        args = MessageFeedbackPayload.model_validate(console_ns.payload)
+        parser = reqparse.RequestParser()
+        parser.add_argument("message_id", required=True, type=uuid_value, location="json")
+        parser.add_argument("rating", type=str, choices=["like", "dislike", None], location="json")
+        args = parser.parse_args()
 
-        message_id = str(args.message_id)
+        message_id = str(args["message_id"])
 
         message = db.session.query(Message).where(Message.id == message_id, Message.app_id == app_model.id).first()
 
@@ -320,21 +171,18 @@ class MessageFeedbackApi(Resource):
 
         feedback = message.admin_feedback
 
-        if not args.rating and feedback:
+        if not args["rating"] and feedback:
             db.session.delete(feedback)
-        elif args.rating and feedback:
-            feedback.rating = args.rating
-        elif not args.rating and not feedback:
+        elif args["rating"] and feedback:
+            feedback.rating = args["rating"]
+        elif not args["rating"] and not feedback:
             raise ValueError("rating cannot be None when feedback not exists")
         else:
-            rating_value = args.rating
-            if rating_value is None:
-                raise ValueError("rating is required to create feedback")
             feedback = MessageFeedback(
                 app_id=app_model.id,
                 conversation_id=message.conversation_id,
                 message_id=message.id,
-                rating=rating_value,
+                rating=args["rating"],
                 from_source="admin",
                 from_account_id=current_user.id,
             )
@@ -345,15 +193,56 @@ class MessageFeedbackApi(Resource):
         return {"result": "success"}
 
 
+@console_ns.route("/apps/<uuid:app_id>/annotations")
+class MessageAnnotationApi(Resource):
+    @api.doc("create_message_annotation")
+    @api.doc(description="Create message annotation")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "MessageAnnotationRequest",
+            {
+                "message_id": fields.String(description="Message ID"),
+                "question": fields.String(required=True, description="Question text"),
+                "answer": fields.String(required=True, description="Answer text"),
+                "annotation_reply": fields.Raw(description="Annotation reply"),
+            },
+        )
+    )
+    @api.response(200, "Annotation created successfully", annotation_fields)
+    @api.response(403, "Insufficient permissions")
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @cloud_edition_billing_resource_check("annotation")
+    @get_app_model
+    @marshal_with(annotation_fields)
+    def post(self, app_model):
+        if not isinstance(current_user, Account):
+            raise Forbidden()
+        if not current_user.has_edit_permission:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("message_id", required=False, type=uuid_value, location="json")
+        parser.add_argument("question", required=True, type=str, location="json")
+        parser.add_argument("answer", required=True, type=str, location="json")
+        parser.add_argument("annotation_reply", required=False, type=dict, location="json")
+        args = parser.parse_args()
+        annotation = AppAnnotationService.up_insert_app_annotation_from_message(args, app_model.id)
+
+        return annotation
+
+
 @console_ns.route("/apps/<uuid:app_id>/annotations/count")
 class MessageAnnotationCountApi(Resource):
-    @console_ns.doc("get_annotation_count")
-    @console_ns.doc(description="Get count of message annotations for the app")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(
+    @api.doc("get_annotation_count")
+    @api.doc(description="Get count of message annotations for the app")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(
         200,
         "Annotation count retrieved successfully",
-        console_ns.model("AnnotationCountResponse", {"count": fields.Integer(description="Number of annotations")}),
+        api.model("AnnotationCountResponse", {"count": fields.Integer(description="Number of annotations")}),
     )
     @get_app_model
     @setup_required
@@ -367,23 +256,20 @@ class MessageAnnotationCountApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/chat-messages/<uuid:message_id>/suggested-questions")
 class MessageSuggestedQuestionApi(Resource):
-    @console_ns.doc("get_message_suggested_questions")
-    @console_ns.doc(description="Get suggested questions for a message")
-    @console_ns.doc(params={"app_id": "Application ID", "message_id": "Message ID"})
-    @console_ns.response(
+    @api.doc("get_message_suggested_questions")
+    @api.doc(description="Get suggested questions for a message")
+    @api.doc(params={"app_id": "Application ID", "message_id": "Message ID"})
+    @api.response(
         200,
         "Suggested questions retrieved successfully",
-        console_ns.model(
-            "SuggestedQuestionsResponse", {"data": fields.List(fields.String(description="Suggested question"))}
-        ),
+        api.model("SuggestedQuestionsResponse", {"data": fields.List(fields.String(description="Suggested question"))}),
     )
-    @console_ns.response(404, "Message or conversation not found")
+    @api.response(404, "Message or conversation not found")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
     def get(self, app_model, message_id):
-        current_user, _ = current_account_with_tenant()
         message_id = str(message_id)
 
         try:
@@ -411,59 +297,19 @@ class MessageSuggestedQuestionApi(Resource):
         return {"data": questions}
 
 
-@console_ns.route("/apps/<uuid:app_id>/feedbacks/export")
-class MessageFeedbackExportApi(Resource):
-    @console_ns.doc("export_feedbacks")
-    @console_ns.doc(description="Export user feedback data for Google Sheets")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[FeedbackExportQuery.__name__])
-    @console_ns.response(200, "Feedback data exported successfully")
-    @console_ns.response(400, "Invalid parameters")
-    @console_ns.response(500, "Internal server error")
-    @get_app_model
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def get(self, app_model):
-        args = FeedbackExportQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-
-        # Import the service function
-        from services.feedback_service import FeedbackService
-
-        try:
-            export_data = FeedbackService.export_feedbacks(
-                app_id=app_model.id,
-                from_source=args.from_source,
-                rating=args.rating,
-                has_comment=args.has_comment,
-                start_date=args.start_date,
-                end_date=args.end_date,
-                format_type=args.format,
-            )
-
-            return export_data
-
-        except ValueError as e:
-            logger.exception("Parameter validation error in feedback export")
-            return {"error": f"Parameter validation error: {str(e)}"}, 400
-        except Exception as e:
-            logger.exception("Error exporting feedback data")
-            raise InternalServerError(str(e))
-
-
 @console_ns.route("/apps/<uuid:app_id>/messages/<uuid:message_id>")
 class MessageApi(Resource):
-    @console_ns.doc("get_message")
-    @console_ns.doc(description="Get message details by ID")
-    @console_ns.doc(params={"app_id": "Application ID", "message_id": "Message ID"})
-    @console_ns.response(200, "Message retrieved successfully", message_detail_model)
-    @console_ns.response(404, "Message not found")
-    @get_app_model
+    @api.doc("get_message")
+    @api.doc(description="Get message details by ID")
+    @api.doc(params={"app_id": "Application ID", "message_id": "Message ID"})
+    @api.response(200, "Message retrieved successfully", message_detail_fields)
+    @api.response(404, "Message not found")
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(message_detail_model)
-    def get(self, app_model, message_id: str):
+    @get_app_model
+    @marshal_with(message_detail_fields)
+    def get(self, app_model, message_id):
         message_id = str(message_id)
 
         message = db.session.query(Message).where(Message.id == message_id, Message.app_id == app_model.id).first()

api/controllers/console/app/model_config.py

@@ -2,29 +2,31 @@ import json
 from typing import cast
 
 from flask import request
+from flask_login import current_user
 from flask_restx import Resource, fields
+from werkzeug.exceptions import Forbidden
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
+from controllers.console.wraps import account_initialization_required, setup_required
 from core.agent.entities import AgentToolEntity
 from core.tools.tool_manager import ToolManager
 from core.tools.utils.configuration import ToolParameterConfigurationManager
 from events.app_event import app_model_config_was_updated
 from extensions.ext_database import db
-from libs.datetime_utils import naive_utc_now
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
+from models.account import Account
 from models.model import AppMode, AppModelConfig
 from services.app_model_config_service import AppModelConfigService
 
 
 @console_ns.route("/apps/<uuid:app_id>/model-config")
 class ModelConfigResource(Resource):
-    @console_ns.doc("update_app_model_config")
-    @console_ns.doc(description="Update application model configuration")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("update_app_model_config")
+    @api.doc(description="Update application model configuration")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
             "ModelConfigRequest",
             {
                 "provider": fields.String(description="Model provider"),
@@ -42,20 +44,25 @@ class ModelConfigResource(Resource):
             },
         )
     )
-    @console_ns.response(200, "Model configuration updated successfully")
-    @console_ns.response(400, "Invalid configuration")
-    @console_ns.response(404, "App not found")
+    @api.response(200, "Model configuration updated successfully")
+    @api.response(400, "Invalid configuration")
+    @api.response(404, "App not found")
     @setup_required
     @login_required
-    @edit_permission_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.AGENT_CHAT, AppMode.CHAT, AppMode.COMPLETION])
     def post(self, app_model):
         """Modify app model config"""
-        current_user, current_tenant_id = current_account_with_tenant()
+        if not isinstance(current_user, Account):
+            raise Forbidden()
+
+        if not current_user.has_edit_permission:
+            raise Forbidden()
+
+        assert current_user.current_tenant_id is not None, "The tenant information should be loaded."
         # validate config
         model_configuration = AppModelConfigService.validate_configuration(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             config=cast(dict, request.json),
             app_mode=AppMode.value_of(app_model.mode),
         )
@@ -87,12 +94,12 @@ class ModelConfigResource(Resource):
                 # get tool
                 try:
                     tool_runtime = ToolManager.get_agent_tool_runtime(
-                        tenant_id=current_tenant_id,
+                        tenant_id=current_user.current_tenant_id,
                         app_id=app_model.id,
                         agent_tool=agent_tool_entity,
                     )
                     manager = ToolParameterConfigurationManager(
-                        tenant_id=current_tenant_id,
+                        tenant_id=current_user.current_tenant_id,
                         tool_runtime=tool_runtime,
                         provider_name=agent_tool_entity.provider_id,
                         provider_type=agent_tool_entity.provider_type,
@@ -126,7 +133,7 @@ class ModelConfigResource(Resource):
                 else:
                     try:
                         tool_runtime = ToolManager.get_agent_tool_runtime(
-                            tenant_id=current_tenant_id,
+                            tenant_id=current_user.current_tenant_id,
                             app_id=app_model.id,
                             agent_tool=agent_tool_entity,
                         )
@@ -134,7 +141,7 @@ class ModelConfigResource(Resource):
                         continue
 
                 manager = ToolParameterConfigurationManager(
-                    tenant_id=current_tenant_id,
+                    tenant_id=current_user.current_tenant_id,
                     tool_runtime=tool_runtime,
                     provider_name=agent_tool_entity.provider_id,
                     provider_type=agent_tool_entity.provider_type,
@@ -165,8 +172,6 @@ class ModelConfigResource(Resource):
         db.session.flush()
 
         app_model.app_model_config_id = new_app_model_config.id
-        app_model.updated_by = current_user.id
-        app_model.updated_at = naive_utc_now()
         db.session.commit()
 
         app_model_config_was_updated.send(app_model, app_model_config=new_app_model_config)

api/controllers/console/app/online_user.py

@@ -0,0 +1,291 @@
+import json
+import time
+
+from extensions.ext_redis import redis_client
+from extensions.ext_socketio import sio
+from libs.passport import PassportService
+from services.account_service import AccountService
+
+
+@sio.on("connect")
+def socket_connect(sid, environ, auth):
+    """
+    WebSocket connect event, do authentication here.
+    """
+    token = None
+    if auth and isinstance(auth, dict):
+        token = auth.get("token")
+    if not token:
+        return False
+
+    try:
+        decoded = PassportService().verify(token)
+        user_id = decoded.get("user_id")
+        if not user_id:
+            return False
+
+        with sio.app.app_context():
+            user = AccountService.load_logged_in_account(account_id=user_id)
+            if not user:
+                return False
+
+            sio.save_session(sid, {"user_id": user.id, "username": user.name, "avatar": user.avatar})
+
+            return True
+
+    except Exception:
+        return False
+
+
+@sio.on("user_connect")
+def handle_user_connect(sid, data):
+    """
+    Handle user connect event. Each session (tab) is treated as an independent collaborator.
+    """
+
+    workflow_id = data.get("workflow_id")
+    if not workflow_id:
+        return {"msg": "workflow_id is required"}, 400
+
+    session = sio.get_session(sid)
+    user_id = session.get("user_id")
+
+    if not user_id:
+        return {"msg": "unauthorized"}, 401
+
+    # Each session is stored independently with sid as key
+    session_info = {
+        "user_id": user_id,
+        "username": session.get("username", "Unknown"),
+        "avatar": session.get("avatar", None),
+        "sid": sid,
+        "connected_at": int(time.time()),  # Add timestamp to differentiate tabs
+    }
+
+    # Store session info with sid as key
+    redis_client.hset(f"workflow_online_users:{workflow_id}", sid, json.dumps(session_info))
+    redis_client.set(f"ws_sid_map:{sid}", json.dumps({"workflow_id": workflow_id, "user_id": user_id}))
+
+    # Leader election: first session becomes the leader
+    leader_sid = get_or_set_leader(workflow_id, sid)
+    is_leader = leader_sid == sid
+
+    sio.enter_room(sid, workflow_id)
+    broadcast_online_users(workflow_id)
+
+    # Notify this session of their leader status
+    sio.emit("status", {"isLeader": is_leader}, room=sid)
+
+    return {"msg": "connected", "user_id": user_id, "sid": sid, "isLeader": is_leader}
+
+
+@sio.on("disconnect")
+def handle_disconnect(sid):
+    """
+    Handle session disconnect event. Remove the specific session from online users.
+    """
+    mapping = redis_client.get(f"ws_sid_map:{sid}")
+    if mapping:
+        data = json.loads(mapping)
+        workflow_id = data["workflow_id"]
+
+        # Remove this specific session
+        redis_client.hdel(f"workflow_online_users:{workflow_id}", sid)
+        redis_client.delete(f"ws_sid_map:{sid}")
+
+        # Handle leader re-election if the leader session disconnected
+        handle_leader_disconnect(workflow_id, sid)
+
+        broadcast_online_users(workflow_id)
+
+
+def _clear_session_state(workflow_id: str, sid: str) -> None:
+    redis_client.hdel(f"workflow_online_users:{workflow_id}", sid)
+    redis_client.delete(f"ws_sid_map:{sid}")
+
+
+def _is_session_active(workflow_id: str, sid: str) -> bool:
+    if not sid:
+        return False
+
+    try:
+        if not sio.manager.is_connected(sid, "/"):
+            return False
+    except AttributeError:
+        return False
+
+    if not redis_client.hexists(f"workflow_online_users:{workflow_id}", sid):
+        return False
+
+    if not redis_client.exists(f"ws_sid_map:{sid}"):
+        return False
+
+    return True
+
+
+def get_or_set_leader(workflow_id: str, sid: str) -> str:
+    """
+    Get current leader session or set this session as leader if no valid leader exists.
+    Returns the leader session id (sid).
+    """
+    leader_key = f"workflow_leader:{workflow_id}"
+    raw_leader = redis_client.get(leader_key)
+    current_leader = raw_leader.decode("utf-8") if isinstance(raw_leader, bytes) else raw_leader
+    leader_replaced = False
+
+    if current_leader and not _is_session_active(workflow_id, current_leader):
+        _clear_session_state(workflow_id, current_leader)
+        redis_client.delete(leader_key)
+        current_leader = None
+        leader_replaced = True
+
+    if not current_leader:
+        redis_client.set(leader_key, sid, ex=3600)  # Expire in 1 hour
+        if leader_replaced:
+            broadcast_leader_change(workflow_id, sid)
+        return sid
+
+    return current_leader
+
+
+def handle_leader_disconnect(workflow_id, disconnected_sid):
+    """
+    Handle leader re-election when a session disconnects.
+    If the disconnected session was the leader, elect a new leader from remaining sessions.
+    """
+    leader_key = f"workflow_leader:{workflow_id}"
+    current_leader = redis_client.get(leader_key)
+
+    if current_leader:
+        current_leader = current_leader.decode("utf-8") if isinstance(current_leader, bytes) else current_leader
+
+        if current_leader == disconnected_sid:
+            # Leader session disconnected, elect a new leader
+            sessions_json = redis_client.hgetall(f"workflow_online_users:{workflow_id}")
+
+            if sessions_json:
+                # Get the first remaining session as new leader
+                new_leader_sid = list(sessions_json.keys())[0]
+                if isinstance(new_leader_sid, bytes):
+                    new_leader_sid = new_leader_sid.decode("utf-8")
+
+                redis_client.set(leader_key, new_leader_sid, ex=3600)
+
+                # Notify all sessions about the new leader
+                broadcast_leader_change(workflow_id, new_leader_sid)
+            else:
+                # No sessions left, remove leader
+                redis_client.delete(leader_key)
+
+
+def broadcast_leader_change(workflow_id, new_leader_sid):
+    """
+    Broadcast leader change to all sessions in the workflow.
+    """
+    sessions_json = redis_client.hgetall(f"workflow_online_users:{workflow_id}")
+
+    for sid, session_info_json in sessions_json.items():
+        try:
+            sid_str = sid.decode("utf-8") if isinstance(sid, bytes) else sid
+            is_leader = sid_str == new_leader_sid
+            # Emit to each session whether they are the new leader
+            sio.emit("status", {"isLeader": is_leader}, room=sid_str)
+        except Exception:
+            continue
+
+
+def get_current_leader(workflow_id):
+    """
+    Get the current leader for a workflow.
+    """
+    leader_key = f"workflow_leader:{workflow_id}"
+    leader = redis_client.get(leader_key)
+    return leader.decode("utf-8") if leader and isinstance(leader, bytes) else leader
+
+
+def broadcast_online_users(workflow_id):
+    """
+    Broadcast online users to the workflow room.
+    Each session is shown as a separate user (even if same person has multiple tabs).
+    """
+    sessions_json = redis_client.hgetall(f"workflow_online_users:{workflow_id}")
+    users = []
+
+    for sid, session_info_json in sessions_json.items():
+        try:
+            session_info = json.loads(session_info_json)
+            # Each session appears as a separate "user" in the UI
+            users.append(
+                {
+                    "user_id": session_info["user_id"],
+                    "username": session_info["username"],
+                    "avatar": session_info.get("avatar"),
+                    "sid": session_info["sid"],
+                    "connected_at": session_info.get("connected_at"),
+                }
+            )
+        except Exception:
+            continue
+
+    # Sort by connection time to maintain consistent order
+    users.sort(key=lambda x: x.get("connected_at") or 0)
+
+    # Get current leader session
+    leader_sid = get_current_leader(workflow_id)
+
+    sio.emit("online_users", {"workflow_id": workflow_id, "users": users, "leader": leader_sid}, room=workflow_id)
+
+
+@sio.on("collaboration_event")
+def handle_collaboration_event(sid, data):
+    """
+    Handle general collaboration events, include:
+    1. mouseMove
+    2. varsAndFeaturesUpdate
+    3. syncRequest(ask leader to update graph)
+    4. appStateUpdate
+    5. mcpServerUpdate
+
+    """
+    mapping = redis_client.get(f"ws_sid_map:{sid}")
+
+    if not mapping:
+        return {"msg": "unauthorized"}, 401
+
+    mapping_data = json.loads(mapping)
+    workflow_id = mapping_data["workflow_id"]
+    user_id = mapping_data["user_id"]
+
+    event_type = data.get("type")
+    event_data = data.get("data")
+    timestamp = data.get("timestamp", int(time.time()))
+
+    if not event_type:
+        return {"msg": "invalid event type"}, 400
+
+    sio.emit(
+        "collaboration_update",
+        {"type": event_type, "userId": user_id, "data": event_data, "timestamp": timestamp},
+        room=workflow_id,
+        skip_sid=sid,
+    )
+
+    return {"msg": "event_broadcasted"}
+
+
+@sio.on("graph_event")
+def handle_graph_event(sid, data):
+    """
+    Handle graph events - simple broadcast relay.
+    """
+    mapping = redis_client.get(f"ws_sid_map:{sid}")
+
+    if not mapping:
+        return {"msg": "unauthorized"}, 401
+
+    mapping_data = json.loads(mapping)
+    workflow_id = mapping_data["workflow_id"]
+
+    sio.emit("graph_update", data, room=workflow_id, skip_sid=sid)
+
+    return {"msg": "graph_update_broadcasted"}

api/controllers/console/app/ops_trace.py

@@ -1,7 +1,7 @@
 from flask_restx import Resource, fields, reqparse
 from werkzeug.exceptions import BadRequest
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.error import TracingConfigCheckError, TracingConfigIsExist, TracingConfigNotExist
 from controllers.console.wraps import account_initialization_required, setup_required
 from libs.login import login_required
@@ -14,23 +14,24 @@ class TraceAppConfigApi(Resource):
     Manage trace app configurations
     """
 
-    @console_ns.doc("get_trace_app_config")
-    @console_ns.doc(description="Get tracing configuration for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(
-        console_ns.parser().add_argument(
+    @api.doc("get_trace_app_config")
+    @api.doc(description="Get tracing configuration for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser().add_argument(
             "tracing_provider", type=str, required=True, location="args", help="Tracing provider name"
         )
     )
-    @console_ns.response(
+    @api.response(
         200, "Tracing configuration retrieved successfully", fields.Raw(description="Tracing configuration data")
     )
-    @console_ns.response(400, "Invalid request parameters")
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, app_id):
-        parser = reqparse.RequestParser().add_argument("tracing_provider", type=str, required=True, location="args")
+        parser = reqparse.RequestParser()
+        parser.add_argument("tracing_provider", type=str, required=True, location="args")
         args = parser.parse_args()
 
         try:
@@ -41,11 +42,11 @@ class TraceAppConfigApi(Resource):
         except Exception as e:
             raise BadRequest(str(e))
 
-    @console_ns.doc("create_trace_app_config")
-    @console_ns.doc(description="Create a new tracing configuration for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("create_trace_app_config")
+    @api.doc(description="Create a new tracing configuration for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
             "TraceConfigCreateRequest",
             {
                 "tracing_provider": fields.String(required=True, description="Tracing provider name"),
@@ -53,20 +54,18 @@ class TraceAppConfigApi(Resource):
             },
         )
     )
-    @console_ns.response(
+    @api.response(
         201, "Tracing configuration created successfully", fields.Raw(description="Created configuration data")
     )
-    @console_ns.response(400, "Invalid request parameters or configuration already exists")
+    @api.response(400, "Invalid request parameters or configuration already exists")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self, app_id):
         """Create a new trace app configuration"""
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("tracing_provider", type=str, required=True, location="json")
-            .add_argument("tracing_config", type=dict, required=True, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("tracing_provider", type=str, required=True, location="json")
+        parser.add_argument("tracing_config", type=dict, required=True, location="json")
         args = parser.parse_args()
 
         try:
@@ -81,11 +80,11 @@ class TraceAppConfigApi(Resource):
         except Exception as e:
             raise BadRequest(str(e))
 
-    @console_ns.doc("update_trace_app_config")
-    @console_ns.doc(description="Update an existing tracing configuration for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("update_trace_app_config")
+    @api.doc(description="Update an existing tracing configuration for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
             "TraceConfigUpdateRequest",
             {
                 "tracing_provider": fields.String(required=True, description="Tracing provider name"),
@@ -93,18 +92,16 @@ class TraceAppConfigApi(Resource):
             },
         )
     )
-    @console_ns.response(200, "Tracing configuration updated successfully", fields.Raw(description="Success response"))
-    @console_ns.response(400, "Invalid request parameters or configuration not found")
+    @api.response(200, "Tracing configuration updated successfully", fields.Raw(description="Success response"))
+    @api.response(400, "Invalid request parameters or configuration not found")
     @setup_required
     @login_required
     @account_initialization_required
     def patch(self, app_id):
         """Update an existing trace app configuration"""
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("tracing_provider", type=str, required=True, location="json")
-            .add_argument("tracing_config", type=dict, required=True, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("tracing_provider", type=str, required=True, location="json")
+        parser.add_argument("tracing_config", type=dict, required=True, location="json")
         args = parser.parse_args()
 
         try:
@@ -117,22 +114,23 @@ class TraceAppConfigApi(Resource):
         except Exception as e:
             raise BadRequest(str(e))
 
-    @console_ns.doc("delete_trace_app_config")
-    @console_ns.doc(description="Delete an existing tracing configuration for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(
-        console_ns.parser().add_argument(
+    @api.doc("delete_trace_app_config")
+    @api.doc(description="Delete an existing tracing configuration for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser().add_argument(
             "tracing_provider", type=str, required=True, location="args", help="Tracing provider name"
         )
     )
-    @console_ns.response(204, "Tracing configuration deleted successfully")
-    @console_ns.response(400, "Invalid request parameters or configuration not found")
+    @api.response(204, "Tracing configuration deleted successfully")
+    @api.response(400, "Invalid request parameters or configuration not found")
     @setup_required
     @login_required
     @account_initialization_required
     def delete(self, app_id):
         """Delete an existing trace app configuration"""
-        parser = reqparse.RequestParser().add_argument("tracing_provider", type=str, required=True, location="args")
+        parser = reqparse.RequestParser()
+        parser.add_argument("tracing_provider", type=str, required=True, location="args")
         args = parser.parse_args()
 
         try:

api/controllers/console/app/site.py

@@ -1,61 +1,48 @@
+from flask_login import current_user
 from flask_restx import Resource, fields, marshal_with, reqparse
-from werkzeug.exceptions import NotFound
+from werkzeug.exceptions import Forbidden, NotFound
 
 from constants.languages import supported_language
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import (
-    account_initialization_required,
-    edit_permission_required,
-    is_admin_or_owner_required,
-    setup_required,
-)
+from controllers.console.wraps import account_initialization_required, setup_required
 from extensions.ext_database import db
 from fields.app_fields import app_site_fields
 from libs.datetime_utils import naive_utc_now
-from libs.login import current_account_with_tenant, login_required
-from models import Site
-
-# Register model for flask_restx to avoid dict type issues in Swagger
-app_site_model = console_ns.model("AppSite", app_site_fields)
+from libs.login import login_required
+from models import Account, Site
 
 
 def parse_app_site_args():
-    parser = (
-        reqparse.RequestParser()
-        .add_argument("title", type=str, required=False, location="json")
-        .add_argument("icon_type", type=str, required=False, location="json")
-        .add_argument("icon", type=str, required=False, location="json")
-        .add_argument("icon_background", type=str, required=False, location="json")
-        .add_argument("description", type=str, required=False, location="json")
-        .add_argument("default_language", type=supported_language, required=False, location="json")
-        .add_argument("chat_color_theme", type=str, required=False, location="json")
-        .add_argument("chat_color_theme_inverted", type=bool, required=False, location="json")
-        .add_argument("customize_domain", type=str, required=False, location="json")
-        .add_argument("copyright", type=str, required=False, location="json")
-        .add_argument("privacy_policy", type=str, required=False, location="json")
-        .add_argument("custom_disclaimer", type=str, required=False, location="json")
-        .add_argument(
-            "customize_token_strategy",
-            type=str,
-            choices=["must", "allow", "not_allow"],
-            required=False,
-            location="json",
-        )
-        .add_argument("prompt_public", type=bool, required=False, location="json")
-        .add_argument("show_workflow_steps", type=bool, required=False, location="json")
-        .add_argument("use_icon_as_answer_icon", type=bool, required=False, location="json")
+    parser = reqparse.RequestParser()
+    parser.add_argument("title", type=str, required=False, location="json")
+    parser.add_argument("icon_type", type=str, required=False, location="json")
+    parser.add_argument("icon", type=str, required=False, location="json")
+    parser.add_argument("icon_background", type=str, required=False, location="json")
+    parser.add_argument("description", type=str, required=False, location="json")
+    parser.add_argument("default_language", type=supported_language, required=False, location="json")
+    parser.add_argument("chat_color_theme", type=str, required=False, location="json")
+    parser.add_argument("chat_color_theme_inverted", type=bool, required=False, location="json")
+    parser.add_argument("customize_domain", type=str, required=False, location="json")
+    parser.add_argument("copyright", type=str, required=False, location="json")
+    parser.add_argument("privacy_policy", type=str, required=False, location="json")
+    parser.add_argument("custom_disclaimer", type=str, required=False, location="json")
+    parser.add_argument(
+        "customize_token_strategy", type=str, choices=["must", "allow", "not_allow"], required=False, location="json"
     )
+    parser.add_argument("prompt_public", type=bool, required=False, location="json")
+    parser.add_argument("show_workflow_steps", type=bool, required=False, location="json")
+    parser.add_argument("use_icon_as_answer_icon", type=bool, required=False, location="json")
     return parser.parse_args()
 
 
 @console_ns.route("/apps/<uuid:app_id>/site")
 class AppSite(Resource):
-    @console_ns.doc("update_app_site")
-    @console_ns.doc(description="Update application site configuration")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("update_app_site")
+    @api.doc(description="Update application site configuration")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
             "AppSiteRequest",
             {
                 "title": fields.String(description="Site title"),
@@ -79,18 +66,21 @@ class AppSite(Resource):
             },
         )
     )
-    @console_ns.response(200, "Site configuration updated successfully", app_site_model)
-    @console_ns.response(403, "Insufficient permissions")
-    @console_ns.response(404, "App not found")
+    @api.response(200, "Site configuration updated successfully", app_site_fields)
+    @api.response(403, "Insufficient permissions")
+    @api.response(404, "App not found")
     @setup_required
     @login_required
-    @edit_permission_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_site_model)
+    @marshal_with(app_site_fields)
     def post(self, app_model):
         args = parse_app_site_args()
-        current_user, _ = current_account_with_tenant()
+
+        # The role of the current user in the ta table must be editor, admin, or owner
+        if not current_user.is_editor:
+            raise Forbidden()
+
         site = db.session.query(Site).where(Site.app_id == app_model.id).first()
         if not site:
             raise NotFound
@@ -117,6 +107,8 @@ class AppSite(Resource):
             if value is not None:
                 setattr(site, attr_name, value)
 
+        if not isinstance(current_user, Account):
+            raise ValueError("current_user must be an Account instance")
         site.updated_by = current_user.id
         site.updated_at = naive_utc_now()
         db.session.commit()
@@ -126,26 +118,30 @@ class AppSite(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/site/access-token-reset")
 class AppSiteAccessTokenReset(Resource):
-    @console_ns.doc("reset_app_site_access_token")
-    @console_ns.doc(description="Reset access token for application site")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Access token reset successfully", app_site_model)
-    @console_ns.response(403, "Insufficient permissions (admin/owner required)")
-    @console_ns.response(404, "App or site not found")
+    @api.doc("reset_app_site_access_token")
+    @api.doc(description="Reset access token for application site")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Access token reset successfully", app_site_fields)
+    @api.response(403, "Insufficient permissions (admin/owner required)")
+    @api.response(404, "App or site not found")
     @setup_required
     @login_required
-    @is_admin_or_owner_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_site_model)
+    @marshal_with(app_site_fields)
     def post(self, app_model):
-        current_user, _ = current_account_with_tenant()
+        # The role of the current user in the ta table must be admin or owner
+        if not current_user.is_admin_or_owner:
+            raise Forbidden()
+
         site = db.session.query(Site).where(Site.app_id == app_model.id).first()
 
         if not site:
             raise NotFound
 
         site.code = Site.generate_code(16)
+        if not isinstance(current_user, Account):
+            raise ValueError("current_user must be an Account instance")
         site.updated_by = current_user.id
         site.updated_at = naive_utc_now()
         db.session.commit()

api/controllers/console/app/statistic.py

@@ -1,48 +1,33 @@
+from datetime import datetime
 from decimal import Decimal
 
+import pytz
 import sqlalchemy as sa
-from flask import abort, jsonify, request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field, field_validator
+from flask import jsonify
+from flask_login import current_user
+from flask_restx import Resource, fields, reqparse
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
 from core.app.entities.app_invoke_entities import InvokeFrom
 from extensions.ext_database import db
-from libs.datetime_utils import parse_time_range
-from libs.helper import convert_datetime_to_date
-from libs.login import current_account_with_tenant, login_required
-from models import AppMode
-
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class StatisticTimeRangeQuery(BaseModel):
-    start: str | None = Field(default=None, description="Start date (YYYY-MM-DD HH:MM)")
-    end: str | None = Field(default=None, description="End date (YYYY-MM-DD HH:MM)")
-
-    @field_validator("start", "end", mode="before")
-    @classmethod
-    def empty_string_to_none(cls, value: str | None) -> str | None:
-        if value == "":
-            return None
-        return value
-
-
-console_ns.schema_model(
-    StatisticTimeRangeQuery.__name__,
-    StatisticTimeRangeQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
+from libs.helper import DatetimeString
+from libs.login import login_required
+from models import AppMode, Message
 
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/daily-messages")
 class DailyMessageStatistic(Resource):
-    @console_ns.doc("get_daily_message_statistics")
-    @console_ns.doc(description="Get daily message statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[StatisticTimeRangeQuery.__name__])
-    @console_ns.response(
+    @api.doc("get_daily_message_statistics")
+    @api.doc(description="Get daily message statistics for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
+        .add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
+    )
+    @api.response(
         200,
         "Daily message statistics retrieved successfully",
         fields.List(fields.Raw(description="Daily message count data")),
@@ -52,32 +37,43 @@ class DailyMessageStatistic(Resource):
     @login_required
     @account_initialization_required
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
+        account = current_user
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
 
-        converted_created_at = convert_datetime_to_date("created_at")
-        sql_query = f"""SELECT
-    {converted_created_at} AS date,
+        sql_query = """SELECT
+    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
     COUNT(*) AS message_count
 FROM
     messages
 WHERE
     app_id = :app_id
     AND invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
-        assert account.timezone is not None
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
 
-        try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
+
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-        if start_datetime_utc:
             sql_query += " AND created_at >= :start"
             arg_dict["start"] = start_datetime_utc
 
-        if end_datetime_utc:
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
             sql_query += " AND created_at < :end"
             arg_dict["end"] = end_datetime_utc
 
@@ -95,11 +91,15 @@ WHERE
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/daily-conversations")
 class DailyConversationStatistic(Resource):
-    @console_ns.doc("get_daily_conversation_statistics")
-    @console_ns.doc(description="Get daily conversation statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[StatisticTimeRangeQuery.__name__])
-    @console_ns.response(
+    @api.doc("get_daily_conversation_statistics")
+    @api.doc(description="Get daily conversation statistics for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
+        .add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
+    )
+    @api.response(
         200,
         "Daily conversation statistics retrieved successfully",
         fields.List(fields.Raw(description="Daily conversation count data")),
@@ -109,53 +109,63 @@ class DailyConversationStatistic(Resource):
     @login_required
     @account_initialization_required
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
+        account = current_user
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
 
-        converted_created_at = convert_datetime_to_date("created_at")
-        sql_query = f"""SELECT
-    {converted_created_at} AS date,
-    COUNT(DISTINCT conversation_id) AS conversation_count
-FROM
-    messages
-WHERE
-    app_id = :app_id
-    AND invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
-        assert account.timezone is not None
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
 
-        try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        stmt = (
+            sa.select(
+                sa.func.date(
+                    sa.func.date_trunc("day", sa.text("created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz"))
+                ).label("date"),
+                sa.func.count(sa.distinct(Message.conversation_id)).label("conversation_count"),
+            )
+            .select_from(Message)
+            .where(Message.app_id == app_model.id, Message.invoke_from != InvokeFrom.DEBUGGER.value)
+        )
 
-        if start_datetime_utc:
-            sql_query += " AND created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
+            stmt = stmt.where(Message.created_at >= start_datetime_utc)
 
-        if end_datetime_utc:
-            sql_query += " AND created_at < :end"
-            arg_dict["end"] = end_datetime_utc
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+            stmt = stmt.where(Message.created_at < end_datetime_utc)
 
-        sql_query += " GROUP BY date ORDER BY date"
+        stmt = stmt.group_by("date").order_by("date")
 
         response_data = []
         with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
-            for i in rs:
-                response_data.append({"date": str(i.date), "conversation_count": i.conversation_count})
+            rs = conn.execute(stmt, {"tz": account.timezone})
+            for row in rs:
+                response_data.append({"date": str(row.date), "conversation_count": row.conversation_count})
 
         return jsonify({"data": response_data})
 
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/daily-end-users")
 class DailyTerminalsStatistic(Resource):
-    @console_ns.doc("get_daily_terminals_statistics")
-    @console_ns.doc(description="Get daily terminal/end-user statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[StatisticTimeRangeQuery.__name__])
-    @console_ns.response(
+    @api.doc("get_daily_terminals_statistics")
+    @api.doc(description="Get daily terminal/end-user statistics for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
+        .add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
+    )
+    @api.response(
         200,
         "Daily terminal statistics retrieved successfully",
         fields.List(fields.Raw(description="Daily terminal count data")),
@@ -165,32 +175,43 @@ class DailyTerminalsStatistic(Resource):
     @login_required
     @account_initialization_required
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
+        account = current_user
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
 
-        converted_created_at = convert_datetime_to_date("created_at")
-        sql_query = f"""SELECT
-    {converted_created_at} AS date,
+        sql_query = """SELECT
+    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
     COUNT(DISTINCT messages.from_end_user_id) AS terminal_count
 FROM
     messages
 WHERE
     app_id = :app_id
     AND invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
-        assert account.timezone is not None
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
 
-        try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
+
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-        if start_datetime_utc:
             sql_query += " AND created_at >= :start"
             arg_dict["start"] = start_datetime_utc
 
-        if end_datetime_utc:
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
             sql_query += " AND created_at < :end"
             arg_dict["end"] = end_datetime_utc
 
@@ -208,11 +229,15 @@ WHERE
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/token-costs")
 class DailyTokenCostStatistic(Resource):
-    @console_ns.doc("get_daily_token_cost_statistics")
-    @console_ns.doc(description="Get daily token cost statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[StatisticTimeRangeQuery.__name__])
-    @console_ns.response(
+    @api.doc("get_daily_token_cost_statistics")
+    @api.doc(description="Get daily token cost statistics for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
+        .add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
+    )
+    @api.response(
         200,
         "Daily token cost statistics retrieved successfully",
         fields.List(fields.Raw(description="Daily token cost data")),
@@ -222,13 +247,15 @@ class DailyTokenCostStatistic(Resource):
     @login_required
     @account_initialization_required
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
+        account = current_user
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
 
-        converted_created_at = convert_datetime_to_date("created_at")
-        sql_query = f"""SELECT
-    {converted_created_at} AS date,
+        sql_query = """SELECT
+    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
     (SUM(messages.message_tokens) + SUM(messages.answer_tokens)) AS token_count,
     SUM(total_price) AS total_price
 FROM
@@ -236,19 +263,28 @@ FROM
 WHERE
     app_id = :app_id
     AND invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
-        assert account.timezone is not None
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
 
-        try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
+
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-        if start_datetime_utc:
             sql_query += " AND created_at >= :start"
             arg_dict["start"] = start_datetime_utc
 
-        if end_datetime_utc:
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
             sql_query += " AND created_at < :end"
             arg_dict["end"] = end_datetime_utc
 
@@ -268,11 +304,15 @@ WHERE
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/average-session-interactions")
 class AverageSessionInteractionStatistic(Resource):
-    @console_ns.doc("get_average_session_interaction_statistics")
-    @console_ns.doc(description="Get average session interaction statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[StatisticTimeRangeQuery.__name__])
-    @console_ns.response(
+    @api.doc("get_average_session_interaction_statistics")
+    @api.doc(description="Get average session interaction statistics for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
+        .add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
+    )
+    @api.response(
         200,
         "Average session interaction statistics retrieved successfully",
         fields.List(fields.Raw(description="Average session interaction data")),
@@ -282,13 +322,15 @@ class AverageSessionInteractionStatistic(Resource):
     @account_initialization_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
+        account = current_user
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
 
-        converted_created_at = convert_datetime_to_date("c.created_at")
-        sql_query = f"""SELECT
-    {converted_created_at} AS date,
+        sql_query = """SELECT
+    DATE(DATE_TRUNC('day', c.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
     AVG(subquery.message_count) AS interactions
 FROM
     (
@@ -303,19 +345,28 @@ FROM
         WHERE
             c.app_id = :app_id
             AND m.invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
-        assert account.timezone is not None
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
 
-        try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
+
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-        if start_datetime_utc:
             sql_query += " AND c.created_at >= :start"
             arg_dict["start"] = start_datetime_utc
 
-        if end_datetime_utc:
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
             sql_query += " AND c.created_at < :end"
             arg_dict["end"] = end_datetime_utc
 
@@ -344,11 +395,15 @@ ORDER BY
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/user-satisfaction-rate")
 class UserSatisfactionRateStatistic(Resource):
-    @console_ns.doc("get_user_satisfaction_rate_statistics")
-    @console_ns.doc(description="Get user satisfaction rate statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[StatisticTimeRangeQuery.__name__])
-    @console_ns.response(
+    @api.doc("get_user_satisfaction_rate_statistics")
+    @api.doc(description="Get user satisfaction rate statistics for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
+        .add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
+    )
+    @api.response(
         200,
         "User satisfaction rate statistics retrieved successfully",
         fields.List(fields.Raw(description="User satisfaction rate data")),
@@ -358,13 +413,15 @@ class UserSatisfactionRateStatistic(Resource):
     @login_required
     @account_initialization_required
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
+        account = current_user
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
 
-        converted_created_at = convert_datetime_to_date("m.created_at")
-        sql_query = f"""SELECT
-    {converted_created_at} AS date,
+        sql_query = """SELECT
+    DATE(DATE_TRUNC('day', m.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
     COUNT(m.id) AS message_count,
     COUNT(mf.id) AS feedback_count
 FROM
@@ -375,19 +432,28 @@ LEFT JOIN
 WHERE
     m.app_id = :app_id
     AND m.invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
-        assert account.timezone is not None
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
 
-        try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
+
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-        if start_datetime_utc:
             sql_query += " AND m.created_at >= :start"
             arg_dict["start"] = start_datetime_utc
 
-        if end_datetime_utc:
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
             sql_query += " AND m.created_at < :end"
             arg_dict["end"] = end_datetime_utc
 
@@ -410,11 +476,15 @@ WHERE
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/average-response-time")
 class AverageResponseTimeStatistic(Resource):
-    @console_ns.doc("get_average_response_time_statistics")
-    @console_ns.doc(description="Get average response time statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[StatisticTimeRangeQuery.__name__])
-    @console_ns.response(
+    @api.doc("get_average_response_time_statistics")
+    @api.doc(description="Get average response time statistics for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
+        .add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
+    )
+    @api.response(
         200,
         "Average response time statistics retrieved successfully",
         fields.List(fields.Raw(description="Average response time data")),
@@ -424,32 +494,43 @@ class AverageResponseTimeStatistic(Resource):
     @account_initialization_required
     @get_app_model(mode=AppMode.COMPLETION)
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
+        account = current_user
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
 
-        converted_created_at = convert_datetime_to_date("created_at")
-        sql_query = f"""SELECT
-    {converted_created_at} AS date,
+        sql_query = """SELECT
+    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
     AVG(provider_response_latency) AS latency
 FROM
     messages
 WHERE
     app_id = :app_id
     AND invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
-        assert account.timezone is not None
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
 
-        try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
+
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-        if start_datetime_utc:
             sql_query += " AND created_at >= :start"
             arg_dict["start"] = start_datetime_utc
 
-        if end_datetime_utc:
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
             sql_query += " AND created_at < :end"
             arg_dict["end"] = end_datetime_utc
 
@@ -467,11 +548,15 @@ WHERE
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/tokens-per-second")
 class TokensPerSecondStatistic(Resource):
-    @console_ns.doc("get_tokens_per_second_statistics")
-    @console_ns.doc(description="Get tokens per second statistics for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[StatisticTimeRangeQuery.__name__])
-    @console_ns.response(
+    @api.doc("get_tokens_per_second_statistics")
+    @api.doc(description="Get tokens per second statistics for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.parser()
+        .add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
+        .add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
+    )
+    @api.response(
         200,
         "Tokens per second statistics retrieved successfully",
         fields.List(fields.Raw(description="Tokens per second data")),
@@ -481,12 +566,15 @@ class TokensPerSecondStatistic(Resource):
     @login_required
     @account_initialization_required
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        account = current_user
 
-        converted_created_at = convert_datetime_to_date("created_at")
-        sql_query = f"""SELECT
-    {converted_created_at} AS date,
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
+
+        sql_query = """SELECT
+    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
     CASE
         WHEN SUM(provider_response_latency) = 0 THEN 0
         ELSE (SUM(answer_tokens) / SUM(provider_response_latency))
@@ -496,19 +584,28 @@ FROM
 WHERE
     app_id = :app_id
     AND invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
-        assert account.timezone is not None
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
 
-        try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
+
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
 
-        if start_datetime_utc:
             sql_query += " AND created_at >= :start"
             arg_dict["start"] = start_datetime_utc
 
-        if end_datetime_utc:
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
             sql_query += " AND created_at < :end"
             arg_dict["end"] = end_datetime_utc
 

api/controllers/console/app/workflow_app_log.py

@@ -1,85 +1,82 @@
-from datetime import datetime
-
 from dateutil.parser import isoparse
-from flask import request
-from flask_restx import Resource, marshal_with
-from pydantic import BaseModel, Field, field_validator
+from flask_restx import Resource, marshal_with, reqparse
+from flask_restx.inputs import int_range
 from sqlalchemy.orm import Session
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
 from core.workflow.enums import WorkflowExecutionStatus
 from extensions.ext_database import db
-from fields.workflow_app_log_fields import build_workflow_app_log_pagination_model
+from fields.workflow_app_log_fields import workflow_app_log_pagination_fields
 from libs.login import login_required
 from models import App
 from models.model import AppMode
 from services.workflow_app_service import WorkflowAppService
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class WorkflowAppLogQuery(BaseModel):
-    keyword: str | None = Field(default=None, description="Search keyword for filtering logs")
-    status: WorkflowExecutionStatus | None = Field(
-        default=None, description="Execution status filter (succeeded, failed, stopped, partial-succeeded)"
-    )
-    created_at__before: datetime | None = Field(default=None, description="Filter logs created before this timestamp")
-    created_at__after: datetime | None = Field(default=None, description="Filter logs created after this timestamp")
-    created_by_end_user_session_id: str | None = Field(default=None, description="Filter by end user session ID")
-    created_by_account: str | None = Field(default=None, description="Filter by account")
-    detail: bool = Field(default=False, description="Whether to return detailed logs")
-    page: int = Field(default=1, ge=1, le=99999, description="Page number (1-99999)")
-    limit: int = Field(default=20, ge=1, le=100, description="Number of items per page (1-100)")
-
-    @field_validator("created_at__before", "created_at__after", mode="before")
-    @classmethod
-    def parse_datetime(cls, value: str | None) -> datetime | None:
-        if value in (None, ""):
-            return None
-        return isoparse(value)  # type: ignore
-
-    @field_validator("detail", mode="before")
-    @classmethod
-    def parse_bool(cls, value: bool | str | None) -> bool:
-        if isinstance(value, bool):
-            return value
-        if value is None:
-            return False
-        lowered = value.lower()
-        if lowered in {"1", "true", "yes", "on"}:
-            return True
-        if lowered in {"0", "false", "no", "off"}:
-            return False
-        raise ValueError("Invalid boolean value for detail")
-
-
-console_ns.schema_model(
-    WorkflowAppLogQuery.__name__, WorkflowAppLogQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
-)
-
-# Register model for flask_restx to avoid dict type issues in Swagger
-workflow_app_log_pagination_model = build_workflow_app_log_pagination_model(console_ns)
-
 
 @console_ns.route("/apps/<uuid:app_id>/workflow-app-logs")
 class WorkflowAppLogApi(Resource):
-    @console_ns.doc("get_workflow_app_logs")
-    @console_ns.doc(description="Get workflow application execution logs")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[WorkflowAppLogQuery.__name__])
-    @console_ns.response(200, "Workflow app logs retrieved successfully", workflow_app_log_pagination_model)
+    @api.doc("get_workflow_app_logs")
+    @api.doc(description="Get workflow application execution logs")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.doc(
+        params={
+            "keyword": "Search keyword for filtering logs",
+            "status": "Filter by execution status (succeeded, failed, stopped, partial-succeeded)",
+            "created_at__before": "Filter logs created before this timestamp",
+            "created_at__after": "Filter logs created after this timestamp",
+            "created_by_end_user_session_id": "Filter by end user session ID",
+            "created_by_account": "Filter by account",
+            "page": "Page number (1-99999)",
+            "limit": "Number of items per page (1-100)",
+        }
+    )
+    @api.response(200, "Workflow app logs retrieved successfully", workflow_app_log_pagination_fields)
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.WORKFLOW])
-    @marshal_with(workflow_app_log_pagination_model)
+    @marshal_with(workflow_app_log_pagination_fields)
     def get(self, app_model: App):
         """
         Get workflow app logs
         """
-        args = WorkflowAppLogQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("keyword", type=str, location="args")
+        parser.add_argument(
+            "status", type=str, choices=["succeeded", "failed", "stopped", "partial-succeeded"], location="args"
+        )
+        parser.add_argument(
+            "created_at__before", type=str, location="args", help="Filter logs created before this timestamp"
+        )
+        parser.add_argument(
+            "created_at__after", type=str, location="args", help="Filter logs created after this timestamp"
+        )
+        parser.add_argument(
+            "created_by_end_user_session_id",
+            type=str,
+            location="args",
+            required=False,
+            default=None,
+        )
+        parser.add_argument(
+            "created_by_account",
+            type=str,
+            location="args",
+            required=False,
+            default=None,
+        )
+        parser.add_argument("page", type=int_range(1, 99999), default=1, location="args")
+        parser.add_argument("limit", type=int_range(1, 100), default=20, location="args")
+        args = parser.parse_args()
+
+        args.status = WorkflowExecutionStatus(args.status) if args.status else None
+        if args.created_at__before:
+            args.created_at__before = isoparse(args.created_at__before)
+
+        if args.created_at__after:
+            args.created_at__after = isoparse(args.created_at__after)
 
         # get paginate workflow app logs
         workflow_app_service = WorkflowAppService()
@@ -93,7 +90,6 @@ class WorkflowAppLogApi(Resource):
                 created_at_after=args.created_at__after,
                 page=args.page,
                 limit=args.limit,
-                detail=args.detail,
                 created_by_end_user_session_id=args.created_by_end_user_session_id,
                 created_by_account=args.created_by_account,
             )

api/controllers/console/app/workflow_comment.py

@@ -0,0 +1,240 @@
+import logging
+
+from flask_restx import Resource, fields, marshal_with, reqparse
+
+from controllers.console import api
+from controllers.console.app.wraps import get_app_model
+from controllers.console.wraps import account_initialization_required, setup_required
+from fields.member_fields import account_with_role_fields
+from fields.workflow_comment_fields import (
+    workflow_comment_basic_fields,
+    workflow_comment_create_fields,
+    workflow_comment_detail_fields,
+    workflow_comment_reply_create_fields,
+    workflow_comment_reply_update_fields,
+    workflow_comment_resolve_fields,
+    workflow_comment_update_fields,
+)
+from libs.login import current_user, login_required
+from models import App
+from services.account_service import TenantService
+from services.workflow_comment_service import WorkflowCommentService
+
+logger = logging.getLogger(__name__)
+
+
+class WorkflowCommentListApi(Resource):
+    """API for listing and creating workflow comments."""
+
+    @login_required
+    @setup_required
+    @account_initialization_required
+    @get_app_model
+    @marshal_with(workflow_comment_basic_fields, envelope="data")
+    def get(self, app_model: App):
+        """Get all comments for a workflow."""
+        comments = WorkflowCommentService.get_comments(tenant_id=current_user.current_tenant_id, app_id=app_model.id)
+
+        return comments
+
+    @login_required
+    @setup_required
+    @account_initialization_required
+    @get_app_model
+    @marshal_with(workflow_comment_create_fields)
+    def post(self, app_model: App):
+        """Create a new workflow comment."""
+        parser = reqparse.RequestParser()
+        parser.add_argument("position_x", type=float, required=True, location="json")
+        parser.add_argument("position_y", type=float, required=True, location="json")
+        parser.add_argument("content", type=str, required=True, location="json")
+        parser.add_argument("mentioned_user_ids", type=list, location="json", default=[])
+        args = parser.parse_args()
+
+        result = WorkflowCommentService.create_comment(
+            tenant_id=current_user.current_tenant_id,
+            app_id=app_model.id,
+            created_by=current_user.id,
+            content=args.content,
+            position_x=args.position_x,
+            position_y=args.position_y,
+            mentioned_user_ids=args.mentioned_user_ids,
+        )
+
+        return result, 201
+
+
+class WorkflowCommentDetailApi(Resource):
+    """API for managing individual workflow comments."""
+
+    @login_required
+    @setup_required
+    @account_initialization_required
+    @get_app_model
+    @marshal_with(workflow_comment_detail_fields)
+    def get(self, app_model: App, comment_id: str):
+        """Get a specific workflow comment."""
+        comment = WorkflowCommentService.get_comment(
+            tenant_id=current_user.current_tenant_id, app_id=app_model.id, comment_id=comment_id
+        )
+
+        return comment
+
+    @login_required
+    @setup_required
+    @account_initialization_required
+    @get_app_model
+    @marshal_with(workflow_comment_update_fields)
+    def put(self, app_model: App, comment_id: str):
+        """Update a workflow comment."""
+        parser = reqparse.RequestParser()
+        parser.add_argument("content", type=str, required=True, location="json")
+        parser.add_argument("position_x", type=float, required=False, location="json")
+        parser.add_argument("position_y", type=float, required=False, location="json")
+        parser.add_argument("mentioned_user_ids", type=list, location="json", default=[])
+        args = parser.parse_args()
+
+        result = WorkflowCommentService.update_comment(
+            tenant_id=current_user.current_tenant_id,
+            app_id=app_model.id,
+            comment_id=comment_id,
+            user_id=current_user.id,
+            content=args.content,
+            position_x=args.position_x,
+            position_y=args.position_y,
+            mentioned_user_ids=args.mentioned_user_ids,
+        )
+
+        return result
+
+    @login_required
+    @setup_required
+    @account_initialization_required
+    @get_app_model
+    def delete(self, app_model: App, comment_id: str):
+        """Delete a workflow comment."""
+        WorkflowCommentService.delete_comment(
+            tenant_id=current_user.current_tenant_id,
+            app_id=app_model.id,
+            comment_id=comment_id,
+            user_id=current_user.id,
+        )
+
+        return {"result": "success"}, 204
+
+
+class WorkflowCommentResolveApi(Resource):
+    """API for resolving and reopening workflow comments."""
+
+    @login_required
+    @setup_required
+    @account_initialization_required
+    @get_app_model
+    @marshal_with(workflow_comment_resolve_fields)
+    def post(self, app_model: App, comment_id: str):
+        """Resolve a workflow comment."""
+        comment = WorkflowCommentService.resolve_comment(
+            tenant_id=current_user.current_tenant_id,
+            app_id=app_model.id,
+            comment_id=comment_id,
+            user_id=current_user.id,
+        )
+
+        return comment
+
+
+class WorkflowCommentReplyApi(Resource):
+    """API for managing comment replies."""
+
+    @login_required
+    @setup_required
+    @account_initialization_required
+    @get_app_model
+    @marshal_with(workflow_comment_reply_create_fields)
+    def post(self, app_model: App, comment_id: str):
+        """Add a reply to a workflow comment."""
+        # Validate comment access first
+        WorkflowCommentService.validate_comment_access(
+            comment_id=comment_id, tenant_id=current_user.current_tenant_id, app_id=app_model.id
+        )
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("content", type=str, required=True, location="json")
+        parser.add_argument("mentioned_user_ids", type=list, location="json", default=[])
+        args = parser.parse_args()
+
+        result = WorkflowCommentService.create_reply(
+            comment_id=comment_id,
+            content=args.content,
+            created_by=current_user.id,
+            mentioned_user_ids=args.mentioned_user_ids,
+        )
+
+        return result, 201
+
+
+class WorkflowCommentReplyDetailApi(Resource):
+    """API for managing individual comment replies."""
+
+    @login_required
+    @setup_required
+    @account_initialization_required
+    @get_app_model
+    @marshal_with(workflow_comment_reply_update_fields)
+    def put(self, app_model: App, comment_id: str, reply_id: str):
+        """Update a comment reply."""
+        # Validate comment access first
+        WorkflowCommentService.validate_comment_access(
+            comment_id=comment_id, tenant_id=current_user.current_tenant_id, app_id=app_model.id
+        )
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("content", type=str, required=True, location="json")
+        parser.add_argument("mentioned_user_ids", type=list, location="json", default=[])
+        args = parser.parse_args()
+
+        reply = WorkflowCommentService.update_reply(
+            reply_id=reply_id, user_id=current_user.id, content=args.content, mentioned_user_ids=args.mentioned_user_ids
+        )
+
+        return reply
+
+    @login_required
+    @setup_required
+    @account_initialization_required
+    @get_app_model
+    def delete(self, app_model: App, comment_id: str, reply_id: str):
+        """Delete a comment reply."""
+        # Validate comment access first
+        WorkflowCommentService.validate_comment_access(
+            comment_id=comment_id, tenant_id=current_user.current_tenant_id, app_id=app_model.id
+        )
+
+        WorkflowCommentService.delete_reply(reply_id=reply_id, user_id=current_user.id)
+
+        return {"result": "success"}, 204
+
+
+class WorkflowCommentMentionUsersApi(Resource):
+    """API for getting mentionable users for workflow comments."""
+
+    @login_required
+    @setup_required
+    @account_initialization_required
+    @get_app_model
+    @marshal_with({"users": fields.List(fields.Nested(account_with_role_fields))})
+    def get(self, app_model: App):
+        """Get all users in current tenant for mentions."""
+        members = TenantService.get_tenant_members(current_user.current_tenant)
+        return {"users": members}
+
+
+# Register API routes
+api.add_resource(WorkflowCommentListApi, "/apps/<uuid:app_id>/workflow/comments")
+api.add_resource(WorkflowCommentDetailApi, "/apps/<uuid:app_id>/workflow/comments/<string:comment_id>")
+api.add_resource(WorkflowCommentResolveApi, "/apps/<uuid:app_id>/workflow/comments/<string:comment_id>/resolve")
+api.add_resource(WorkflowCommentReplyApi, "/apps/<uuid:app_id>/workflow/comments/<string:comment_id>/replies")
+api.add_resource(
+    WorkflowCommentReplyDetailApi, "/apps/<uuid:app_id>/workflow/comments/<string:comment_id>/replies/<string:reply_id>"
+)
+api.add_resource(WorkflowCommentMentionUsersApi, "/apps/<uuid:app_id>/workflow/comments/mention-users")

api/controllers/console/app/workflow_draft_variable.py

@@ -1,18 +1,17 @@
 import logging
-from collections.abc import Callable
-from functools import wraps
-from typing import NoReturn, ParamSpec, TypeVar
+from typing import NoReturn
 
 from flask import Response
 from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqparse
 from sqlalchemy.orm import Session
+from werkzeug.exceptions import Forbidden
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.error import (
     DraftWorkflowNotExist,
 )
 from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
+from controllers.console.wraps import account_initialization_required, setup_required
 from controllers.web.error import InvalidArgumentError, NotFoundError
 from core.file import helpers as file_helpers
 from core.variables.segment_group import SegmentGroup
@@ -20,10 +19,11 @@ from core.variables.segments import ArrayFileSegment, FileSegment, Segment
 from core.variables.types import SegmentType
 from core.workflow.constants import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIABLE_NODE_ID
 from extensions.ext_database import db
+from factories import variable_factory
 from factories.file_factory import build_from_mapping, build_from_mappings
-from factories.variable_factory import build_segment_with_type
-from libs.login import login_required
+from libs.login import current_user, login_required
 from models import App, AppMode
+from models.account import Account
 from models.workflow import WorkflowDraftVariable
 from services.workflow_draft_variable_service import WorkflowDraftVariableList, WorkflowDraftVariableService
 from services.workflow_service import WorkflowService
@@ -58,18 +58,16 @@ def _serialize_var_value(variable: WorkflowDraftVariable):
 
 
 def _create_pagination_parser():
-    parser = (
-        reqparse.RequestParser()
-        .add_argument(
-            "page",
-            type=inputs.int_range(1, 100_000),
-            required=False,
-            default=1,
-            location="args",
-            help="the page of data requested",
-        )
-        .add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
+    parser = reqparse.RequestParser()
+    parser.add_argument(
+        "page",
+        type=inputs.int_range(1, 100_000),
+        required=False,
+        default=1,
+        location="args",
+        help="the page of data requested",
     )
+    parser.add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
     return parser
 
 
@@ -141,42 +139,8 @@ _WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS = {
     "items": fields.List(fields.Nested(_WORKFLOW_DRAFT_VARIABLE_FIELDS), attribute=_get_items),
 }
 
-# Register models for flask_restx to avoid dict type issues in Swagger
-workflow_draft_variable_without_value_model = console_ns.model(
-    "WorkflowDraftVariableWithoutValue", _WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS
-)
 
-workflow_draft_variable_model = console_ns.model("WorkflowDraftVariable", _WORKFLOW_DRAFT_VARIABLE_FIELDS)
-
-workflow_draft_env_variable_model = console_ns.model("WorkflowDraftEnvVariable", _WORKFLOW_DRAFT_ENV_VARIABLE_FIELDS)
-
-workflow_draft_env_variable_list_fields_copy = _WORKFLOW_DRAFT_ENV_VARIABLE_LIST_FIELDS.copy()
-workflow_draft_env_variable_list_fields_copy["items"] = fields.List(fields.Nested(workflow_draft_env_variable_model))
-workflow_draft_env_variable_list_model = console_ns.model(
-    "WorkflowDraftEnvVariableList", workflow_draft_env_variable_list_fields_copy
-)
-
-workflow_draft_variable_list_without_value_fields_copy = _WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS.copy()
-workflow_draft_variable_list_without_value_fields_copy["items"] = fields.List(
-    fields.Nested(workflow_draft_variable_without_value_model), attribute=_get_items
-)
-workflow_draft_variable_list_without_value_model = console_ns.model(
-    "WorkflowDraftVariableListWithoutValue", workflow_draft_variable_list_without_value_fields_copy
-)
-
-workflow_draft_variable_list_fields_copy = _WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS.copy()
-workflow_draft_variable_list_fields_copy["items"] = fields.List(
-    fields.Nested(workflow_draft_variable_model), attribute=_get_items
-)
-workflow_draft_variable_list_model = console_ns.model(
-    "WorkflowDraftVariableList", workflow_draft_variable_list_fields_copy
-)
-
-P = ParamSpec("P")
-R = TypeVar("R")
-
-
-def _api_prerequisite(f: Callable[P, R]):
+def _api_prerequisite(f):
     """Common prerequisites for all draft workflow variable APIs.
 
     It ensures the following conditions are satisfied:
@@ -190,10 +154,11 @@ def _api_prerequisite(f: Callable[P, R]):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @wraps(f)
-    def wrapper(*args: P.args, **kwargs: P.kwargs):
+    def wrapper(*args, **kwargs):
+        assert isinstance(current_user, Account)
+        if not current_user.has_edit_permission:
+            raise Forbidden()
         return f(*args, **kwargs)
 
     return wrapper
@@ -201,16 +166,13 @@ def _api_prerequisite(f: Callable[P, R]):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/variables")
 class WorkflowVariableCollectionApi(Resource):
-    @console_ns.expect(_create_pagination_parser())
-    @console_ns.doc("get_workflow_variables")
-    @console_ns.doc(description="Get draft workflow variables")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params={"page": "Page number (1-100000)", "limit": "Number of items per page (1-100)"})
-    @console_ns.response(
-        200, "Workflow variables retrieved successfully", workflow_draft_variable_list_without_value_model
-    )
+    @api.doc("get_workflow_variables")
+    @api.doc(description="Get draft workflow variables")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.doc(params={"page": "Page number (1-100000)", "limit": "Number of items per page (1-100)"})
+    @api.response(200, "Workflow variables retrieved successfully", _WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS)
     @_api_prerequisite
-    @marshal_with(workflow_draft_variable_list_without_value_model)
+    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS)
     def get(self, app_model: App):
         """
         Get draft workflow
@@ -237,9 +199,9 @@ class WorkflowVariableCollectionApi(Resource):
 
         return workflow_vars
 
-    @console_ns.doc("delete_workflow_variables")
-    @console_ns.doc(description="Delete all draft workflow variables")
-    @console_ns.response(204, "Workflow variables deleted successfully")
+    @api.doc("delete_workflow_variables")
+    @api.doc(description="Delete all draft workflow variables")
+    @api.response(204, "Workflow variables deleted successfully")
     @_api_prerequisite
     def delete(self, app_model: App):
         draft_var_srv = WorkflowDraftVariableService(
@@ -270,12 +232,12 @@ def validate_node_id(node_id: str) -> NoReturn | None:
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/variables")
 class NodeVariableCollectionApi(Resource):
-    @console_ns.doc("get_node_variables")
-    @console_ns.doc(description="Get variables for a specific node")
-    @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
-    @console_ns.response(200, "Node variables retrieved successfully", workflow_draft_variable_list_model)
+    @api.doc("get_node_variables")
+    @api.doc(description="Get variables for a specific node")
+    @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+    @api.response(200, "Node variables retrieved successfully", _WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
     @_api_prerequisite
-    @marshal_with(workflow_draft_variable_list_model)
+    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
     def get(self, app_model: App, node_id: str):
         validate_node_id(node_id)
         with Session(bind=db.engine, expire_on_commit=False) as session:
@@ -286,9 +248,9 @@ class NodeVariableCollectionApi(Resource):
 
         return node_vars
 
-    @console_ns.doc("delete_node_variables")
-    @console_ns.doc(description="Delete all variables for a specific node")
-    @console_ns.response(204, "Node variables deleted successfully")
+    @api.doc("delete_node_variables")
+    @api.doc(description="Delete all variables for a specific node")
+    @api.response(204, "Node variables deleted successfully")
     @_api_prerequisite
     def delete(self, app_model: App, node_id: str):
         validate_node_id(node_id)
@@ -303,13 +265,13 @@ class VariableApi(Resource):
     _PATCH_NAME_FIELD = "name"
     _PATCH_VALUE_FIELD = "value"
 
-    @console_ns.doc("get_variable")
-    @console_ns.doc(description="Get a specific workflow variable")
-    @console_ns.doc(params={"app_id": "Application ID", "variable_id": "Variable ID"})
-    @console_ns.response(200, "Variable retrieved successfully", workflow_draft_variable_model)
-    @console_ns.response(404, "Variable not found")
+    @api.doc("get_variable")
+    @api.doc(description="Get a specific workflow variable")
+    @api.doc(params={"app_id": "Application ID", "variable_id": "Variable ID"})
+    @api.response(200, "Variable retrieved successfully", _WORKFLOW_DRAFT_VARIABLE_FIELDS)
+    @api.response(404, "Variable not found")
     @_api_prerequisite
-    @marshal_with(workflow_draft_variable_model)
+    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
     def get(self, app_model: App, variable_id: str):
         draft_var_srv = WorkflowDraftVariableService(
             session=db.session(),
@@ -321,10 +283,10 @@ class VariableApi(Resource):
             raise NotFoundError(description=f"variable not found, id={variable_id}")
         return variable
 
-    @console_ns.doc("update_variable")
-    @console_ns.doc(description="Update a workflow variable")
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("update_variable")
+    @api.doc(description="Update a workflow variable")
+    @api.expect(
+        api.model(
             "UpdateVariableRequest",
             {
                 "name": fields.String(description="Variable name"),
@@ -332,10 +294,10 @@ class VariableApi(Resource):
             },
         )
     )
-    @console_ns.response(200, "Variable updated successfully", workflow_draft_variable_model)
-    @console_ns.response(404, "Variable not found")
+    @api.response(200, "Variable updated successfully", _WORKFLOW_DRAFT_VARIABLE_FIELDS)
+    @api.response(404, "Variable not found")
     @_api_prerequisite
-    @marshal_with(workflow_draft_variable_model)
+    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
     def patch(self, app_model: App, variable_id: str):
         # Request payload for file types:
         #
@@ -358,11 +320,10 @@ class VariableApi(Resource):
         #         "upload_file_id": "1602650a-4fe4-423c-85a2-af76c083e3c4"
         #     }
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument(self._PATCH_NAME_FIELD, type=str, required=False, nullable=True, location="json")
-            .add_argument(self._PATCH_VALUE_FIELD, type=lambda x: x, required=False, nullable=True, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument(self._PATCH_NAME_FIELD, type=str, required=False, nullable=True, location="json")
+        # Parse 'value' field as-is to maintain its original data structure
+        parser.add_argument(self._PATCH_VALUE_FIELD, type=lambda x: x, required=False, nullable=True, location="json")
 
         draft_var_srv = WorkflowDraftVariableService(
             session=db.session(),
@@ -392,15 +353,15 @@ class VariableApi(Resource):
                 if len(raw_value) > 0 and not isinstance(raw_value[0], dict):
                     raise InvalidArgumentError(description=f"expected dict for files[0], got {type(raw_value)}")
                 raw_value = build_from_mappings(mappings=raw_value, tenant_id=app_model.tenant_id)
-            new_value = build_segment_with_type(variable.value_type, raw_value)
+            new_value = variable_factory.build_segment_with_type(variable.value_type, raw_value)
         draft_var_srv.update_variable(variable, name=new_name, value=new_value)
         db.session.commit()
         return variable
 
-    @console_ns.doc("delete_variable")
-    @console_ns.doc(description="Delete a workflow variable")
-    @console_ns.response(204, "Variable deleted successfully")
-    @console_ns.response(404, "Variable not found")
+    @api.doc("delete_variable")
+    @api.doc(description="Delete a workflow variable")
+    @api.response(204, "Variable deleted successfully")
+    @api.response(404, "Variable not found")
     @_api_prerequisite
     def delete(self, app_model: App, variable_id: str):
         draft_var_srv = WorkflowDraftVariableService(
@@ -418,12 +379,12 @@ class VariableApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/variables/<uuid:variable_id>/reset")
 class VariableResetApi(Resource):
-    @console_ns.doc("reset_variable")
-    @console_ns.doc(description="Reset a workflow variable to its default value")
-    @console_ns.doc(params={"app_id": "Application ID", "variable_id": "Variable ID"})
-    @console_ns.response(200, "Variable reset successfully", workflow_draft_variable_model)
-    @console_ns.response(204, "Variable reset (no content)")
-    @console_ns.response(404, "Variable not found")
+    @api.doc("reset_variable")
+    @api.doc(description="Reset a workflow variable to its default value")
+    @api.doc(params={"app_id": "Application ID", "variable_id": "Variable ID"})
+    @api.response(200, "Variable reset successfully", _WORKFLOW_DRAFT_VARIABLE_FIELDS)
+    @api.response(204, "Variable reset (no content)")
+    @api.response(404, "Variable not found")
     @_api_prerequisite
     def put(self, app_model: App, variable_id: str):
         draft_var_srv = WorkflowDraftVariableService(
@@ -447,7 +408,7 @@ class VariableResetApi(Resource):
         if resetted is None:
             return Response("", 204)
         else:
-            return marshal(resetted, workflow_draft_variable_model)
+            return marshal(resetted, _WORKFLOW_DRAFT_VARIABLE_FIELDS)
 
 
 def _get_variable_list(app_model: App, node_id) -> WorkflowDraftVariableList:
@@ -466,13 +427,13 @@ def _get_variable_list(app_model: App, node_id) -> WorkflowDraftVariableList:
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/conversation-variables")
 class ConversationVariableCollectionApi(Resource):
-    @console_ns.doc("get_conversation_variables")
-    @console_ns.doc(description="Get conversation variables for workflow")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Conversation variables retrieved successfully", workflow_draft_variable_list_model)
-    @console_ns.response(404, "Draft workflow not found")
+    @api.doc("get_conversation_variables")
+    @api.doc(description="Get conversation variables for workflow")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Conversation variables retrieved successfully", _WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
+    @api.response(404, "Draft workflow not found")
     @_api_prerequisite
-    @marshal_with(workflow_draft_variable_list_model)
+    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
     def get(self, app_model: App):
         # NOTE(QuantumGhost): Prefill conversation variables into the draft variables table
         # so their IDs can be returned to the caller.
@@ -485,26 +446,53 @@ class ConversationVariableCollectionApi(Resource):
         db.session.commit()
         return _get_variable_list(app_model, CONVERSATION_VARIABLE_NODE_ID)
 
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @get_app_model(mode=AppMode.ADVANCED_CHAT)
+    def post(self, app_model: App):
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("conversation_variables", type=list, required=True, location="json")
+        args = parser.parse_args()
+
+        workflow_service = WorkflowService()
+
+        conversation_variables_list = args.get("conversation_variables") or []
+        conversation_variables = [
+            variable_factory.build_conversation_variable_from_mapping(obj) for obj in conversation_variables_list
+        ]
+
+        workflow_service.update_draft_workflow_conversation_variables(
+            app_model=app_model,
+            account=current_user,
+            conversation_variables=conversation_variables,
+        )
+
+        return {"result": "success"}
+
 
-@console_ns.route("/apps/<uuid:app_id>/workflows/draft/system-variables")
 class SystemVariableCollectionApi(Resource):
-    @console_ns.doc("get_system_variables")
-    @console_ns.doc(description="Get system variables for workflow")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "System variables retrieved successfully", workflow_draft_variable_list_model)
+    @api.doc("get_system_variables")
+    @api.doc(description="Get system variables for workflow")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "System variables retrieved successfully", _WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
     @_api_prerequisite
-    @marshal_with(workflow_draft_variable_list_model)
+    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
     def get(self, app_model: App):
         return _get_variable_list(app_model, SYSTEM_VARIABLE_NODE_ID)
 
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/environment-variables")
 class EnvironmentVariableCollectionApi(Resource):
-    @console_ns.doc("get_environment_variables")
-    @console_ns.doc(description="Get environment variables for workflow")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Environment variables retrieved successfully")
-    @console_ns.response(404, "Draft workflow not found")
+    @api.doc("get_environment_variables")
+    @api.doc(description="Get environment variables for workflow")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Environment variables retrieved successfully")
+    @api.response(404, "Draft workflow not found")
     @_api_prerequisite
     def get(self, app_model: App):
         """
@@ -536,3 +524,44 @@ class EnvironmentVariableCollectionApi(Resource):
             )
 
         return {"items": env_vars_list}
+
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
+    def post(self, app_model: App):
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("environment_variables", type=list, required=True, location="json")
+        args = parser.parse_args()
+
+        workflow_service = WorkflowService()
+
+        environment_variables_list = args.get("environment_variables") or []
+        environment_variables = [
+            variable_factory.build_environment_variable_from_mapping(obj) for obj in environment_variables_list
+        ]
+
+        workflow_service.update_draft_workflow_environment_variables(
+            app_model=app_model,
+            account=current_user,
+            environment_variables=environment_variables,
+        )
+
+        return {"result": "success"}
+
+
+api.add_resource(
+    WorkflowVariableCollectionApi,
+    "/apps/<uuid:app_id>/workflows/draft/variables",
+)
+api.add_resource(NodeVariableCollectionApi, "/apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/variables")
+api.add_resource(VariableApi, "/apps/<uuid:app_id>/workflows/draft/variables/<uuid:variable_id>")
+api.add_resource(VariableResetApi, "/apps/<uuid:app_id>/workflows/draft/variables/<uuid:variable_id>/reset")
+
+api.add_resource(ConversationVariableCollectionApi, "/apps/<uuid:app_id>/workflows/draft/conversation-variables")
+api.add_resource(SystemVariableCollectionApi, "/apps/<uuid:app_id>/workflows/draft/system-variables")
+api.add_resource(EnvironmentVariableCollectionApi, "/apps/<uuid:app_id>/workflows/draft/environment-variables")

api/controllers/console/app/workflow_run.py

@@ -1,341 +1,90 @@
-from typing import Literal, cast
+from typing import cast
 
-from flask import request
-from flask_restx import Resource, fields, marshal_with
-from pydantic import BaseModel, Field, field_validator
+from flask_login import current_user
+from flask_restx import Resource, marshal_with, reqparse
+from flask_restx.inputs import int_range
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
-from fields.end_user_fields import simple_end_user_fields
-from fields.member_fields import simple_account_fields
 from fields.workflow_run_fields import (
-    advanced_chat_workflow_run_for_list_fields,
     advanced_chat_workflow_run_pagination_fields,
-    workflow_run_count_fields,
     workflow_run_detail_fields,
-    workflow_run_for_list_fields,
-    workflow_run_node_execution_fields,
     workflow_run_node_execution_list_fields,
     workflow_run_pagination_fields,
 )
-from libs.custom_inputs import time_duration
 from libs.helper import uuid_value
-from libs.login import current_user, login_required
-from models import Account, App, AppMode, EndUser, WorkflowRunTriggeredFrom
+from libs.login import login_required
+from models import Account, App, AppMode, EndUser
 from services.workflow_run_service import WorkflowRunService
 
-# Workflow run status choices for filtering
-WORKFLOW_RUN_STATUS_CHOICES = ["running", "succeeded", "failed", "stopped", "partial-succeeded"]
-
-# Register models for flask_restx to avoid dict type issues in Swagger
-# Register in dependency order: base models first, then dependent models
-
-# Base models
-simple_account_model = console_ns.model("SimpleAccount", simple_account_fields)
-
-simple_end_user_model = console_ns.model("SimpleEndUser", simple_end_user_fields)
-
-# Models that depend on simple_account_fields
-workflow_run_for_list_fields_copy = workflow_run_for_list_fields.copy()
-workflow_run_for_list_fields_copy["created_by_account"] = fields.Nested(
-    simple_account_model, attribute="created_by_account", allow_null=True
-)
-workflow_run_for_list_model = console_ns.model("WorkflowRunForList", workflow_run_for_list_fields_copy)
-
-advanced_chat_workflow_run_for_list_fields_copy = advanced_chat_workflow_run_for_list_fields.copy()
-advanced_chat_workflow_run_for_list_fields_copy["created_by_account"] = fields.Nested(
-    simple_account_model, attribute="created_by_account", allow_null=True
-)
-advanced_chat_workflow_run_for_list_model = console_ns.model(
-    "AdvancedChatWorkflowRunForList", advanced_chat_workflow_run_for_list_fields_copy
-)
-
-workflow_run_detail_fields_copy = workflow_run_detail_fields.copy()
-workflow_run_detail_fields_copy["created_by_account"] = fields.Nested(
-    simple_account_model, attribute="created_by_account", allow_null=True
-)
-workflow_run_detail_fields_copy["created_by_end_user"] = fields.Nested(
-    simple_end_user_model, attribute="created_by_end_user", allow_null=True
-)
-workflow_run_detail_model = console_ns.model("WorkflowRunDetail", workflow_run_detail_fields_copy)
-
-workflow_run_node_execution_fields_copy = workflow_run_node_execution_fields.copy()
-workflow_run_node_execution_fields_copy["created_by_account"] = fields.Nested(
-    simple_account_model, attribute="created_by_account", allow_null=True
-)
-workflow_run_node_execution_fields_copy["created_by_end_user"] = fields.Nested(
-    simple_end_user_model, attribute="created_by_end_user", allow_null=True
-)
-workflow_run_node_execution_model = console_ns.model(
-    "WorkflowRunNodeExecution", workflow_run_node_execution_fields_copy
-)
-
-# Simple models without nested dependencies
-workflow_run_count_model = console_ns.model("WorkflowRunCount", workflow_run_count_fields)
-
-# Pagination models that depend on list models
-advanced_chat_workflow_run_pagination_fields_copy = advanced_chat_workflow_run_pagination_fields.copy()
-advanced_chat_workflow_run_pagination_fields_copy["data"] = fields.List(
-    fields.Nested(advanced_chat_workflow_run_for_list_model), attribute="data"
-)
-advanced_chat_workflow_run_pagination_model = console_ns.model(
-    "AdvancedChatWorkflowRunPagination", advanced_chat_workflow_run_pagination_fields_copy
-)
-
-workflow_run_pagination_fields_copy = workflow_run_pagination_fields.copy()
-workflow_run_pagination_fields_copy["data"] = fields.List(fields.Nested(workflow_run_for_list_model), attribute="data")
-workflow_run_pagination_model = console_ns.model("WorkflowRunPagination", workflow_run_pagination_fields_copy)
-
-workflow_run_node_execution_list_fields_copy = workflow_run_node_execution_list_fields.copy()
-workflow_run_node_execution_list_fields_copy["data"] = fields.List(fields.Nested(workflow_run_node_execution_model))
-workflow_run_node_execution_list_model = console_ns.model(
-    "WorkflowRunNodeExecutionList", workflow_run_node_execution_list_fields_copy
-)
-
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class WorkflowRunListQuery(BaseModel):
-    last_id: str | None = Field(default=None, description="Last run ID for pagination")
-    limit: int = Field(default=20, ge=1, le=100, description="Number of items per page (1-100)")
-    status: Literal["running", "succeeded", "failed", "stopped", "partial-succeeded"] | None = Field(
-        default=None, description="Workflow run status filter"
-    )
-    triggered_from: Literal["debugging", "app-run"] | None = Field(
-        default=None, description="Filter by trigger source: debugging or app-run"
-    )
-
-    @field_validator("last_id")
-    @classmethod
-    def validate_last_id(cls, value: str | None) -> str | None:
-        if value is None:
-            return value
-        return uuid_value(value)
-
-
-class WorkflowRunCountQuery(BaseModel):
-    status: Literal["running", "succeeded", "failed", "stopped", "partial-succeeded"] | None = Field(
-        default=None, description="Workflow run status filter"
-    )
-    time_range: str | None = Field(default=None, description="Time range filter (e.g., 7d, 4h, 30m, 30s)")
-    triggered_from: Literal["debugging", "app-run"] | None = Field(
-        default=None, description="Filter by trigger source: debugging or app-run"
-    )
-
-    @field_validator("time_range")
-    @classmethod
-    def validate_time_range(cls, value: str | None) -> str | None:
-        if value is None:
-            return value
-        return time_duration(value)
-
-
-console_ns.schema_model(
-    WorkflowRunListQuery.__name__, WorkflowRunListQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
-)
-console_ns.schema_model(
-    WorkflowRunCountQuery.__name__,
-    WorkflowRunCountQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
-
 
 @console_ns.route("/apps/<uuid:app_id>/advanced-chat/workflow-runs")
 class AdvancedChatAppWorkflowRunListApi(Resource):
-    @console_ns.doc("get_advanced_chat_workflow_runs")
-    @console_ns.doc(description="Get advanced chat workflow run list")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params={"last_id": "Last run ID for pagination", "limit": "Number of items per page (1-100)"})
-    @console_ns.doc(
-        params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"}
-    )
-    @console_ns.doc(
-        params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"}
-    )
-    @console_ns.expect(console_ns.models[WorkflowRunListQuery.__name__])
-    @console_ns.response(200, "Workflow runs retrieved successfully", advanced_chat_workflow_run_pagination_model)
+    @api.doc("get_advanced_chat_workflow_runs")
+    @api.doc(description="Get advanced chat workflow run list")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.doc(params={"last_id": "Last run ID for pagination", "limit": "Number of items per page (1-100)"})
+    @api.response(200, "Workflow runs retrieved successfully", advanced_chat_workflow_run_pagination_fields)
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT])
-    @marshal_with(advanced_chat_workflow_run_pagination_model)
+    @marshal_with(advanced_chat_workflow_run_pagination_fields)
     def get(self, app_model: App):
         """
         Get advanced chat app workflow run list
         """
-        args_model = WorkflowRunListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-        args = args_model.model_dump(exclude_none=True)
-
-        # Default to DEBUGGING if not specified
-        triggered_from = (
-            WorkflowRunTriggeredFrom(args_model.triggered_from)
-            if args_model.triggered_from
-            else WorkflowRunTriggeredFrom.DEBUGGING
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("last_id", type=uuid_value, location="args")
+        parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
+        args = parser.parse_args()
 
         workflow_run_service = WorkflowRunService()
-        result = workflow_run_service.get_paginate_advanced_chat_workflow_runs(
-            app_model=app_model, args=args, triggered_from=triggered_from
-        )
-
-        return result
-
-
-@console_ns.route("/apps/<uuid:app_id>/advanced-chat/workflow-runs/count")
-class AdvancedChatAppWorkflowRunCountApi(Resource):
-    @console_ns.doc("get_advanced_chat_workflow_runs_count")
-    @console_ns.doc(description="Get advanced chat workflow runs count statistics")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(
-        params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"}
-    )
-    @console_ns.doc(
-        params={
-            "time_range": (
-                "Filter by time range (optional): e.g., 7d (7 days), 4h (4 hours), "
-                "30m (30 minutes), 30s (30 seconds). Filters by created_at field."
-            )
-        }
-    )
-    @console_ns.doc(
-        params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"}
-    )
-    @console_ns.response(200, "Workflow runs count retrieved successfully", workflow_run_count_model)
-    @console_ns.expect(console_ns.models[WorkflowRunCountQuery.__name__])
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_app_model(mode=[AppMode.ADVANCED_CHAT])
-    @marshal_with(workflow_run_count_model)
-    def get(self, app_model: App):
-        """
-        Get advanced chat workflow runs count statistics
-        """
-        args_model = WorkflowRunCountQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-        args = args_model.model_dump(exclude_none=True)
-
-        # Default to DEBUGGING if not specified
-        triggered_from = (
-            WorkflowRunTriggeredFrom(args_model.triggered_from)
-            if args_model.triggered_from
-            else WorkflowRunTriggeredFrom.DEBUGGING
-        )
-
-        workflow_run_service = WorkflowRunService()
-        result = workflow_run_service.get_workflow_runs_count(
-            app_model=app_model,
-            status=args.get("status"),
-            time_range=args.get("time_range"),
-            triggered_from=triggered_from,
-        )
+        result = workflow_run_service.get_paginate_advanced_chat_workflow_runs(app_model=app_model, args=args)
 
         return result
 
 
 @console_ns.route("/apps/<uuid:app_id>/workflow-runs")
 class WorkflowRunListApi(Resource):
-    @console_ns.doc("get_workflow_runs")
-    @console_ns.doc(description="Get workflow run list")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(params={"last_id": "Last run ID for pagination", "limit": "Number of items per page (1-100)"})
-    @console_ns.doc(
-        params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"}
-    )
-    @console_ns.doc(
-        params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"}
-    )
-    @console_ns.response(200, "Workflow runs retrieved successfully", workflow_run_pagination_model)
-    @console_ns.expect(console_ns.models[WorkflowRunListQuery.__name__])
+    @api.doc("get_workflow_runs")
+    @api.doc(description="Get workflow run list")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.doc(params={"last_id": "Last run ID for pagination", "limit": "Number of items per page (1-100)"})
+    @api.response(200, "Workflow runs retrieved successfully", workflow_run_pagination_fields)
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_pagination_model)
+    @marshal_with(workflow_run_pagination_fields)
     def get(self, app_model: App):
         """
         Get workflow run list
         """
-        args_model = WorkflowRunListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-        args = args_model.model_dump(exclude_none=True)
-
-        # Default to DEBUGGING for workflow if not specified (backward compatibility)
-        triggered_from = (
-            WorkflowRunTriggeredFrom(args_model.triggered_from)
-            if args_model.triggered_from
-            else WorkflowRunTriggeredFrom.DEBUGGING
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("last_id", type=uuid_value, location="args")
+        parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
+        args = parser.parse_args()
 
         workflow_run_service = WorkflowRunService()
-        result = workflow_run_service.get_paginate_workflow_runs(
-            app_model=app_model, args=args, triggered_from=triggered_from
-        )
-
-        return result
-
-
-@console_ns.route("/apps/<uuid:app_id>/workflow-runs/count")
-class WorkflowRunCountApi(Resource):
-    @console_ns.doc("get_workflow_runs_count")
-    @console_ns.doc(description="Get workflow runs count statistics")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.doc(
-        params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"}
-    )
-    @console_ns.doc(
-        params={
-            "time_range": (
-                "Filter by time range (optional): e.g., 7d (7 days), 4h (4 hours), "
-                "30m (30 minutes), 30s (30 seconds). Filters by created_at field."
-            )
-        }
-    )
-    @console_ns.doc(
-        params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"}
-    )
-    @console_ns.response(200, "Workflow runs count retrieved successfully", workflow_run_count_model)
-    @console_ns.expect(console_ns.models[WorkflowRunCountQuery.__name__])
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_count_model)
-    def get(self, app_model: App):
-        """
-        Get workflow runs count statistics
-        """
-        args_model = WorkflowRunCountQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-        args = args_model.model_dump(exclude_none=True)
-
-        # Default to DEBUGGING for workflow if not specified (backward compatibility)
-        triggered_from = (
-            WorkflowRunTriggeredFrom(args_model.triggered_from)
-            if args_model.triggered_from
-            else WorkflowRunTriggeredFrom.DEBUGGING
-        )
-
-        workflow_run_service = WorkflowRunService()
-        result = workflow_run_service.get_workflow_runs_count(
-            app_model=app_model,
-            status=args.get("status"),
-            time_range=args.get("time_range"),
-            triggered_from=triggered_from,
-        )
+        result = workflow_run_service.get_paginate_workflow_runs(app_model=app_model, args=args)
 
         return result
 
 
 @console_ns.route("/apps/<uuid:app_id>/workflow-runs/<uuid:run_id>")
 class WorkflowRunDetailApi(Resource):
-    @console_ns.doc("get_workflow_run_detail")
-    @console_ns.doc(description="Get workflow run detail")
-    @console_ns.doc(params={"app_id": "Application ID", "run_id": "Workflow run ID"})
-    @console_ns.response(200, "Workflow run detail retrieved successfully", workflow_run_detail_model)
-    @console_ns.response(404, "Workflow run not found")
+    @api.doc("get_workflow_run_detail")
+    @api.doc(description="Get workflow run detail")
+    @api.doc(params={"app_id": "Application ID", "run_id": "Workflow run ID"})
+    @api.response(200, "Workflow run detail retrieved successfully", workflow_run_detail_fields)
+    @api.response(404, "Workflow run not found")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_detail_model)
+    @marshal_with(workflow_run_detail_fields)
     def get(self, app_model: App, run_id):
         """
         Get workflow run detail
@@ -350,16 +99,16 @@ class WorkflowRunDetailApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflow-runs/<uuid:run_id>/node-executions")
 class WorkflowRunNodeExecutionListApi(Resource):
-    @console_ns.doc("get_workflow_run_node_executions")
-    @console_ns.doc(description="Get workflow run node execution list")
-    @console_ns.doc(params={"app_id": "Application ID", "run_id": "Workflow run ID"})
-    @console_ns.response(200, "Node executions retrieved successfully", workflow_run_node_execution_list_model)
-    @console_ns.response(404, "Workflow run not found")
+    @api.doc("get_workflow_run_node_executions")
+    @api.doc(description="Get workflow run node execution list")
+    @api.doc(params={"app_id": "Application ID", "run_id": "Workflow run ID"})
+    @api.response(200, "Node executions retrieved successfully", workflow_run_node_execution_list_fields)
+    @api.response(404, "Workflow run not found")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_node_execution_list_model)
+    @marshal_with(workflow_run_node_execution_list_fields)
     def get(self, app_model: App, run_id):
         """
         Get workflow run node execution list

api/controllers/console/app/workflow_statistic.py

@@ -1,194 +1,311 @@
-from flask import abort, jsonify, request
-from flask_restx import Resource
-from pydantic import BaseModel, Field, field_validator
-from sqlalchemy.orm import sessionmaker
+from datetime import datetime
+from decimal import Decimal
 
-from controllers.console import console_ns
+import pytz
+import sqlalchemy as sa
+from flask import jsonify
+from flask_login import current_user
+from flask_restx import Resource, reqparse
+
+from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
 from extensions.ext_database import db
-from libs.datetime_utils import parse_time_range
-from libs.login import current_account_with_tenant, login_required
+from libs.helper import DatetimeString
+from libs.login import login_required
 from models.enums import WorkflowRunTriggeredFrom
 from models.model import AppMode
-from repositories.factory import DifyAPIRepositoryFactory
-
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class WorkflowStatisticQuery(BaseModel):
-    start: str | None = Field(default=None, description="Start date and time (YYYY-MM-DD HH:MM)")
-    end: str | None = Field(default=None, description="End date and time (YYYY-MM-DD HH:MM)")
-
-    @field_validator("start", "end", mode="before")
-    @classmethod
-    def blank_to_none(cls, value: str | None) -> str | None:
-        if value == "":
-            return None
-        return value
-
-
-console_ns.schema_model(
-    WorkflowStatisticQuery.__name__,
-    WorkflowStatisticQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
 
 
 @console_ns.route("/apps/<uuid:app_id>/workflow/statistics/daily-conversations")
 class WorkflowDailyRunsStatistic(Resource):
-    def __init__(self, *args, **kwargs):
-        super().__init__(*args, **kwargs)
-        session_maker = sessionmaker(bind=db.engine, expire_on_commit=False)
-        self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker)
-
-    @console_ns.doc("get_workflow_daily_runs_statistic")
-    @console_ns.doc(description="Get workflow daily runs statistics")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[WorkflowStatisticQuery.__name__])
-    @console_ns.response(200, "Daily runs statistics retrieved successfully")
+    @api.doc("get_workflow_daily_runs_statistic")
+    @api.doc(description="Get workflow daily runs statistics")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"})
+    @api.response(200, "Daily runs statistics retrieved successfully")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
+        account = current_user
 
-        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
 
-        assert account.timezone is not None
+        sql_query = """SELECT
+    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+    COUNT(id) AS runs
+FROM
+    workflow_runs
+WHERE
+    app_id = :app_id
+    AND triggered_from = :triggered_from"""
+        arg_dict = {
+            "tz": account.timezone,
+            "app_id": app_model.id,
+            "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value,
+        }
 
-        try:
-            start_date, end_date = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
 
-        response_data = self._workflow_run_repo.get_daily_runs_statistics(
-            tenant_id=app_model.tenant_id,
-            app_id=app_model.id,
-            triggered_from=WorkflowRunTriggeredFrom.APP_RUN,
-            start_date=start_date,
-            end_date=end_date,
-            timezone=account.timezone,
-        )
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
+
+            sql_query += " AND created_at >= :start"
+            arg_dict["start"] = start_datetime_utc
+
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
+            sql_query += " AND created_at < :end"
+            arg_dict["end"] = end_datetime_utc
+
+        sql_query += " GROUP BY date ORDER BY date"
+
+        response_data = []
+
+        with db.engine.begin() as conn:
+            rs = conn.execute(sa.text(sql_query), arg_dict)
+            for i in rs:
+                response_data.append({"date": str(i.date), "runs": i.runs})
 
         return jsonify({"data": response_data})
 
 
 @console_ns.route("/apps/<uuid:app_id>/workflow/statistics/daily-terminals")
 class WorkflowDailyTerminalsStatistic(Resource):
-    def __init__(self, *args, **kwargs):
-        super().__init__(*args, **kwargs)
-        session_maker = sessionmaker(bind=db.engine, expire_on_commit=False)
-        self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker)
-
-    @console_ns.doc("get_workflow_daily_terminals_statistic")
-    @console_ns.doc(description="Get workflow daily terminals statistics")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[WorkflowStatisticQuery.__name__])
-    @console_ns.response(200, "Daily terminals statistics retrieved successfully")
+    @api.doc("get_workflow_daily_terminals_statistic")
+    @api.doc(description="Get workflow daily terminals statistics")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"})
+    @api.response(200, "Daily terminals statistics retrieved successfully")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
+        account = current_user
 
-        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
 
-        assert account.timezone is not None
+        sql_query = """SELECT
+    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+    COUNT(DISTINCT workflow_runs.created_by) AS terminal_count
+FROM
+    workflow_runs
+WHERE
+    app_id = :app_id
+    AND triggered_from = :triggered_from"""
+        arg_dict = {
+            "tz": account.timezone,
+            "app_id": app_model.id,
+            "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value,
+        }
 
-        try:
-            start_date, end_date = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
 
-        response_data = self._workflow_run_repo.get_daily_terminals_statistics(
-            tenant_id=app_model.tenant_id,
-            app_id=app_model.id,
-            triggered_from=WorkflowRunTriggeredFrom.APP_RUN,
-            start_date=start_date,
-            end_date=end_date,
-            timezone=account.timezone,
-        )
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
+
+            sql_query += " AND created_at >= :start"
+            arg_dict["start"] = start_datetime_utc
+
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
+            sql_query += " AND created_at < :end"
+            arg_dict["end"] = end_datetime_utc
+
+        sql_query += " GROUP BY date ORDER BY date"
+
+        response_data = []
+
+        with db.engine.begin() as conn:
+            rs = conn.execute(sa.text(sql_query), arg_dict)
+            for i in rs:
+                response_data.append({"date": str(i.date), "terminal_count": i.terminal_count})
 
         return jsonify({"data": response_data})
 
 
 @console_ns.route("/apps/<uuid:app_id>/workflow/statistics/token-costs")
 class WorkflowDailyTokenCostStatistic(Resource):
-    def __init__(self, *args, **kwargs):
-        super().__init__(*args, **kwargs)
-        session_maker = sessionmaker(bind=db.engine, expire_on_commit=False)
-        self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker)
-
-    @console_ns.doc("get_workflow_daily_token_cost_statistic")
-    @console_ns.doc(description="Get workflow daily token cost statistics")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[WorkflowStatisticQuery.__name__])
-    @console_ns.response(200, "Daily token cost statistics retrieved successfully")
+    @api.doc("get_workflow_daily_token_cost_statistic")
+    @api.doc(description="Get workflow daily token cost statistics")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"})
+    @api.response(200, "Daily token cost statistics retrieved successfully")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
+        account = current_user
 
-        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
 
-        assert account.timezone is not None
+        sql_query = """SELECT
+    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+    SUM(workflow_runs.total_tokens) AS token_count
+FROM
+    workflow_runs
+WHERE
+    app_id = :app_id
+    AND triggered_from = :triggered_from"""
+        arg_dict = {
+            "tz": account.timezone,
+            "app_id": app_model.id,
+            "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value,
+        }
 
-        try:
-            start_date, end_date = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
 
-        response_data = self._workflow_run_repo.get_daily_token_cost_statistics(
-            tenant_id=app_model.tenant_id,
-            app_id=app_model.id,
-            triggered_from=WorkflowRunTriggeredFrom.APP_RUN,
-            start_date=start_date,
-            end_date=end_date,
-            timezone=account.timezone,
-        )
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
+
+            sql_query += " AND created_at >= :start"
+            arg_dict["start"] = start_datetime_utc
+
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
+            sql_query += " AND created_at < :end"
+            arg_dict["end"] = end_datetime_utc
+
+        sql_query += " GROUP BY date ORDER BY date"
+
+        response_data = []
+
+        with db.engine.begin() as conn:
+            rs = conn.execute(sa.text(sql_query), arg_dict)
+            for i in rs:
+                response_data.append(
+                    {
+                        "date": str(i.date),
+                        "token_count": i.token_count,
+                    }
+                )
 
         return jsonify({"data": response_data})
 
 
 @console_ns.route("/apps/<uuid:app_id>/workflow/statistics/average-app-interactions")
 class WorkflowAverageAppInteractionStatistic(Resource):
-    def __init__(self, *args, **kwargs):
-        super().__init__(*args, **kwargs)
-        session_maker = sessionmaker(bind=db.engine, expire_on_commit=False)
-        self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker)
-
-    @console_ns.doc("get_workflow_average_app_interaction_statistic")
-    @console_ns.doc(description="Get workflow average app interaction statistics")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[WorkflowStatisticQuery.__name__])
-    @console_ns.response(200, "Average app interaction statistics retrieved successfully")
+    @api.doc("get_workflow_average_app_interaction_statistic")
+    @api.doc(description="Get workflow average app interaction statistics")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"})
+    @api.response(200, "Average app interaction statistics retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.WORKFLOW])
     def get(self, app_model):
-        account, _ = current_account_with_tenant()
+        account = current_user
 
-        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser()
+        parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        args = parser.parse_args()
 
-        assert account.timezone is not None
+        sql_query = """SELECT
+    AVG(sub.interactions) AS interactions,
+    sub.date
+FROM
+    (
+        SELECT
+            DATE(DATE_TRUNC('day', c.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+            c.created_by,
+            COUNT(c.id) AS interactions
+        FROM
+            workflow_runs c
+        WHERE
+            c.app_id = :app_id
+            AND c.triggered_from = :triggered_from
+            {{start}}
+            {{end}}
+        GROUP BY
+            date, c.created_by
+    ) sub
+GROUP BY
+    sub.date"""
+        arg_dict = {
+            "tz": account.timezone,
+            "app_id": app_model.id,
+            "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value,
+        }
 
-        try:
-            start_date, end_date = parse_time_range(args.start, args.end, account.timezone)
-        except ValueError as e:
-            abort(400, description=str(e))
+        timezone = pytz.timezone(account.timezone)
+        utc_timezone = pytz.utc
 
-        response_data = self._workflow_run_repo.get_average_app_interaction_statistics(
-            tenant_id=app_model.tenant_id,
-            app_id=app_model.id,
-            triggered_from=WorkflowRunTriggeredFrom.APP_RUN,
-            start_date=start_date,
-            end_date=end_date,
-            timezone=account.timezone,
-        )
+        if args["start"]:
+            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
+            start_datetime = start_datetime.replace(second=0)
+
+            start_datetime_timezone = timezone.localize(start_datetime)
+            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
+
+            sql_query = sql_query.replace("{{start}}", " AND c.created_at >= :start")
+            arg_dict["start"] = start_datetime_utc
+        else:
+            sql_query = sql_query.replace("{{start}}", "")
+
+        if args["end"]:
+            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
+            end_datetime = end_datetime.replace(second=0)
+
+            end_datetime_timezone = timezone.localize(end_datetime)
+            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
+
+            sql_query = sql_query.replace("{{end}}", " AND c.created_at < :end")
+            arg_dict["end"] = end_datetime_utc
+        else:
+            sql_query = sql_query.replace("{{end}}", "")
+
+        response_data = []
+
+        with db.engine.begin() as conn:
+            rs = conn.execute(sa.text(sql_query), arg_dict)
+            for i in rs:
+                response_data.append(
+                    {"date": str(i.date), "interactions": float(i.interactions.quantize(Decimal("0.01")))}
+                )
 
         return jsonify({"data": response_data})

api/controllers/console/app/workflow_trigger.py

@@ -1,157 +0,0 @@
-import logging
-
-from flask import request
-from flask_restx import Resource, marshal_with
-from pydantic import BaseModel
-from sqlalchemy import select
-from sqlalchemy.orm import Session
-from werkzeug.exceptions import NotFound
-
-from configs import dify_config
-from extensions.ext_database import db
-from fields.workflow_trigger_fields import trigger_fields, triggers_list_fields, webhook_trigger_fields
-from libs.login import current_user, login_required
-from models.enums import AppTriggerStatus
-from models.model import Account, App, AppMode
-from models.trigger import AppTrigger, WorkflowWebhookTrigger
-
-from .. import console_ns
-from ..app.wraps import get_app_model
-from ..wraps import account_initialization_required, edit_permission_required, setup_required
-
-logger = logging.getLogger(__name__)
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class Parser(BaseModel):
-    node_id: str
-
-
-class ParserEnable(BaseModel):
-    trigger_id: str
-    enable_trigger: bool
-
-
-console_ns.schema_model(Parser.__name__, Parser.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-console_ns.schema_model(
-    ParserEnable.__name__, ParserEnable.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
-)
-
-
-@console_ns.route("/apps/<uuid:app_id>/workflows/triggers/webhook")
-class WebhookTriggerApi(Resource):
-    """Webhook Trigger API"""
-
-    @console_ns.expect(console_ns.models[Parser.__name__])
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_app_model(mode=AppMode.WORKFLOW)
-    @marshal_with(webhook_trigger_fields)
-    def get(self, app_model: App):
-        """Get webhook trigger for a node"""
-        args = Parser.model_validate(request.args.to_dict(flat=True))  # type: ignore
-
-        node_id = args.node_id
-
-        with Session(db.engine) as session:
-            # Get webhook trigger for this app and node
-            webhook_trigger = (
-                session.query(WorkflowWebhookTrigger)
-                .where(
-                    WorkflowWebhookTrigger.app_id == app_model.id,
-                    WorkflowWebhookTrigger.node_id == node_id,
-                )
-                .first()
-            )
-
-            if not webhook_trigger:
-                raise NotFound("Webhook trigger not found for this node")
-
-            return webhook_trigger
-
-
-@console_ns.route("/apps/<uuid:app_id>/triggers")
-class AppTriggersApi(Resource):
-    """App Triggers list API"""
-
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_app_model(mode=AppMode.WORKFLOW)
-    @marshal_with(triggers_list_fields)
-    def get(self, app_model: App):
-        """Get app triggers list"""
-        assert isinstance(current_user, Account)
-        assert current_user.current_tenant_id is not None
-
-        with Session(db.engine) as session:
-            # Get all triggers for this app using select API
-            triggers = (
-                session.execute(
-                    select(AppTrigger)
-                    .where(
-                        AppTrigger.tenant_id == current_user.current_tenant_id,
-                        AppTrigger.app_id == app_model.id,
-                    )
-                    .order_by(AppTrigger.created_at.desc(), AppTrigger.id.desc())
-                )
-                .scalars()
-                .all()
-            )
-
-        # Add computed icon field for each trigger
-        url_prefix = dify_config.CONSOLE_API_URL + "/console/api/workspaces/current/tool-provider/builtin/"
-        for trigger in triggers:
-            if trigger.trigger_type == "trigger-plugin":
-                trigger.icon = url_prefix + trigger.provider_name + "/icon"  # type: ignore
-            else:
-                trigger.icon = ""  # type: ignore
-
-        return {"data": triggers}
-
-
-@console_ns.route("/apps/<uuid:app_id>/trigger-enable")
-class AppTriggerEnableApi(Resource):
-    @console_ns.expect(console_ns.models[ParserEnable.__name__], validate=True)
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @edit_permission_required
-    @get_app_model(mode=AppMode.WORKFLOW)
-    @marshal_with(trigger_fields)
-    def post(self, app_model: App):
-        """Update app trigger (enable/disable)"""
-        args = ParserEnable.model_validate(console_ns.payload)
-
-        assert current_user.current_tenant_id is not None
-
-        trigger_id = args.trigger_id
-        with Session(db.engine) as session:
-            # Find the trigger using select
-            trigger = session.execute(
-                select(AppTrigger).where(
-                    AppTrigger.id == trigger_id,
-                    AppTrigger.tenant_id == current_user.current_tenant_id,
-                    AppTrigger.app_id == app_model.id,
-                )
-            ).scalar_one_or_none()
-
-            if not trigger:
-                raise NotFound("Trigger not found")
-
-            # Update status based on enable_trigger boolean
-            trigger.status = AppTriggerStatus.ENABLED if args.enable_trigger else AppTriggerStatus.DISABLED
-
-            session.commit()
-            session.refresh(trigger)
-
-        # Add computed icon field
-        url_prefix = dify_config.CONSOLE_API_URL + "/console/api/workspaces/current/tool-provider/builtin/"
-        if trigger.trigger_type == "trigger-plugin":
-            trigger.icon = url_prefix + trigger.provider_name + "/icon"  # type: ignore
-        else:
-            trigger.icon = ""  # type: ignore
-
-        return trigger

api/controllers/console/app/wraps.py

@@ -4,29 +4,28 @@ from typing import ParamSpec, TypeVar, Union
 
 from controllers.console.app.error import AppNotFoundError
 from extensions.ext_database import db
-from libs.login import current_account_with_tenant
+from libs.login import current_user
 from models import App, AppMode
+from models.account import Account
 
 P = ParamSpec("P")
 R = TypeVar("R")
-P1 = ParamSpec("P1")
-R1 = TypeVar("R1")
 
 
 def _load_app_model(app_id: str) -> App | None:
-    _, current_tenant_id = current_account_with_tenant()
+    assert isinstance(current_user, Account)
     app_model = (
         db.session.query(App)
-        .where(App.id == app_id, App.tenant_id == current_tenant_id, App.status == "normal")
+        .where(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal")
         .first()
     )
     return app_model
 
 
 def get_app_model(view: Callable[P, R] | None = None, *, mode: Union[AppMode, list[AppMode], None] = None):
-    def decorator(view_func: Callable[P1, R1]):
+    def decorator(view_func: Callable[P, R]):
         @wraps(view_func)
-        def decorated_view(*args: P1.args, **kwargs: P1.kwargs):
+        def decorated_view(*args: P.args, **kwargs: P.kwargs):
             if not kwargs.get("app_id"):
                 raise ValueError("missing app_id in path parameters")
 

api/controllers/console/auth/activate.py

@@ -2,31 +2,35 @@ from flask import request
 from flask_restx import Resource, fields, reqparse
 
 from constants.languages import supported_language
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.error import AlreadyActivateError
 from extensions.ext_database import db
 from libs.datetime_utils import naive_utc_now
 from libs.helper import StrLen, email, extract_remote_ip, timezone
-from models import AccountStatus
+from models.account import AccountStatus
 from services.account_service import AccountService, RegisterService
 
-active_check_parser = (
-    reqparse.RequestParser()
-    .add_argument("workspace_id", type=str, required=False, nullable=True, location="args", help="Workspace ID")
-    .add_argument("email", type=email, required=False, nullable=True, location="args", help="Email address")
-    .add_argument("token", type=str, required=True, nullable=False, location="args", help="Activation token")
+active_check_parser = reqparse.RequestParser()
+active_check_parser.add_argument(
+    "workspace_id", type=str, required=False, nullable=True, location="args", help="Workspace ID"
+)
+active_check_parser.add_argument(
+    "email", type=email, required=False, nullable=True, location="args", help="Email address"
+)
+active_check_parser.add_argument(
+    "token", type=str, required=True, nullable=False, location="args", help="Activation token"
 )
 
 
 @console_ns.route("/activate/check")
 class ActivateCheckApi(Resource):
-    @console_ns.doc("check_activation_token")
-    @console_ns.doc(description="Check if activation token is valid")
-    @console_ns.expect(active_check_parser)
-    @console_ns.response(
+    @api.doc("check_activation_token")
+    @api.doc(description="Check if activation token is valid")
+    @api.expect(active_check_parser)
+    @api.response(
         200,
         "Success",
-        console_ns.model(
+        api.model(
             "ActivationCheckResponse",
             {
                 "is_valid": fields.Boolean(description="Whether token is valid"),
@@ -56,26 +60,26 @@ class ActivateCheckApi(Resource):
             return {"is_valid": False}
 
 
-active_parser = (
-    reqparse.RequestParser()
-    .add_argument("workspace_id", type=str, required=False, nullable=True, location="json")
-    .add_argument("email", type=email, required=False, nullable=True, location="json")
-    .add_argument("token", type=str, required=True, nullable=False, location="json")
-    .add_argument("name", type=StrLen(30), required=True, nullable=False, location="json")
-    .add_argument("interface_language", type=supported_language, required=True, nullable=False, location="json")
-    .add_argument("timezone", type=timezone, required=True, nullable=False, location="json")
+active_parser = reqparse.RequestParser()
+active_parser.add_argument("workspace_id", type=str, required=False, nullable=True, location="json")
+active_parser.add_argument("email", type=email, required=False, nullable=True, location="json")
+active_parser.add_argument("token", type=str, required=True, nullable=False, location="json")
+active_parser.add_argument("name", type=StrLen(30), required=True, nullable=False, location="json")
+active_parser.add_argument(
+    "interface_language", type=supported_language, required=True, nullable=False, location="json"
 )
+active_parser.add_argument("timezone", type=timezone, required=True, nullable=False, location="json")
 
 
 @console_ns.route("/activate")
 class ActivateApi(Resource):
-    @console_ns.doc("activate_account")
-    @console_ns.doc(description="Activate account with invitation token")
-    @console_ns.expect(active_parser)
-    @console_ns.response(
+    @api.doc("activate_account")
+    @api.doc(description="Activate account with invitation token")
+    @api.expect(active_parser)
+    @api.response(
         200,
         "Account activated successfully",
-        console_ns.model(
+        api.model(
             "ActivationResponse",
             {
                 "result": fields.String(description="Operation result"),
@@ -83,7 +87,7 @@ class ActivateApi(Resource):
             },
         ),
     )
-    @console_ns.response(400, "Already activated or invalid token")
+    @api.response(400, "Already activated or invalid token")
     def post(self):
         args = active_parser.parse_args()
 
@@ -99,7 +103,7 @@ class ActivateApi(Resource):
         account.interface_language = args["interface_language"]
         account.timezone = args["timezone"]
         account.interface_theme = "light"
-        account.status = AccountStatus.ACTIVE
+        account.status = AccountStatus.ACTIVE.value
         account.initialized_at = naive_utc_now()
         db.session.commit()
 

api/controllers/console/auth/data_source_bearer_auth.py

@@ -1,9 +1,10 @@
+from flask_login import current_user
 from flask_restx import Resource, reqparse
+from werkzeug.exceptions import Forbidden
 
 from controllers.console import console_ns
 from controllers.console.auth.error import ApiKeyAuthFailedError
-from controllers.console.wraps import is_admin_or_owner_required
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from services.auth.api_key_auth_service import ApiKeyAuthService
 
 from ..wraps import account_initialization_required, setup_required
@@ -15,8 +16,7 @@ class ApiKeyAuthDataSource(Resource):
     @login_required
     @account_initialization_required
     def get(self):
-        _, current_tenant_id = current_account_with_tenant()
-        data_source_api_key_bindings = ApiKeyAuthService.get_provider_auth_list(current_tenant_id)
+        data_source_api_key_bindings = ApiKeyAuthService.get_provider_auth_list(current_user.current_tenant_id)
         if data_source_api_key_bindings:
             return {
                 "sources": [
@@ -39,20 +39,18 @@ class ApiKeyAuthDataSourceBinding(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @is_admin_or_owner_required
     def post(self):
         # The role of the current user in the table must be admin or owner
-        _, current_tenant_id = current_account_with_tenant()
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("category", type=str, required=True, nullable=False, location="json")
-            .add_argument("provider", type=str, required=True, nullable=False, location="json")
-            .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
-        )
+        if not current_user.is_admin_or_owner:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("category", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("provider", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json")
         args = parser.parse_args()
         ApiKeyAuthService.validate_api_key_auth_args(args)
         try:
-            ApiKeyAuthService.create_provider_auth(current_tenant_id, args)
+            ApiKeyAuthService.create_provider_auth(current_user.current_tenant_id, args)
         except Exception as e:
             raise ApiKeyAuthFailedError(str(e))
         return {"result": "success"}, 200
@@ -63,11 +61,11 @@ class ApiKeyAuthDataSourceBindingDelete(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @is_admin_or_owner_required
     def delete(self, binding_id):
         # The role of the current user in the table must be admin or owner
-        _, current_tenant_id = current_account_with_tenant()
+        if not current_user.is_admin_or_owner:
+            raise Forbidden()
 
-        ApiKeyAuthService.delete_provider_auth(current_tenant_id, binding_id)
+        ApiKeyAuthService.delete_provider_auth(current_user.current_tenant_id, binding_id)
 
         return {"result": "success"}, 204

api/controllers/console/auth/data_source_oauth.py

@@ -2,11 +2,12 @@ import logging
 
 import httpx
 from flask import current_app, redirect, request
+from flask_login import current_user
 from flask_restx import Resource, fields
+from werkzeug.exceptions import Forbidden
 
 from configs import dify_config
-from controllers.console import console_ns
-from controllers.console.wraps import is_admin_or_owner_required
+from controllers.console import api, console_ns
 from libs.login import login_required
 from libs.oauth_data_source import NotionOAuth
 
@@ -29,22 +30,23 @@ def get_oauth_providers():
 
 @console_ns.route("/oauth/data-source/<string:provider>")
 class OAuthDataSource(Resource):
-    @console_ns.doc("oauth_data_source")
-    @console_ns.doc(description="Get OAuth authorization URL for data source provider")
-    @console_ns.doc(params={"provider": "Data source provider name (notion)"})
-    @console_ns.response(
+    @api.doc("oauth_data_source")
+    @api.doc(description="Get OAuth authorization URL for data source provider")
+    @api.doc(params={"provider": "Data source provider name (notion)"})
+    @api.response(
         200,
         "Authorization URL or internal setup success",
-        console_ns.model(
+        api.model(
             "OAuthDataSourceResponse",
             {"data": fields.Raw(description="Authorization URL or 'internal' for internal setup")},
         ),
     )
-    @console_ns.response(400, "Invalid provider")
-    @console_ns.response(403, "Admin privileges required")
-    @is_admin_or_owner_required
+    @api.response(400, "Invalid provider")
+    @api.response(403, "Admin privileges required")
     def get(self, provider: str):
         # The role of the current user in the table must be admin or owner
+        if not current_user.is_admin_or_owner:
+            raise Forbidden()
         OAUTH_DATASOURCE_PROVIDERS = get_oauth_providers()
         with current_app.app_context():
             oauth_provider = OAUTH_DATASOURCE_PROVIDERS.get(provider)
@@ -63,17 +65,17 @@ class OAuthDataSource(Resource):
 
 @console_ns.route("/oauth/data-source/callback/<string:provider>")
 class OAuthDataSourceCallback(Resource):
-    @console_ns.doc("oauth_data_source_callback")
-    @console_ns.doc(description="Handle OAuth callback from data source provider")
-    @console_ns.doc(
+    @api.doc("oauth_data_source_callback")
+    @api.doc(description="Handle OAuth callback from data source provider")
+    @api.doc(
         params={
             "provider": "Data source provider name (notion)",
             "code": "Authorization code from OAuth provider",
             "error": "Error message from OAuth provider",
         }
     )
-    @console_ns.response(302, "Redirect to console with result")
-    @console_ns.response(400, "Invalid provider")
+    @api.response(302, "Redirect to console with result")
+    @api.response(400, "Invalid provider")
     def get(self, provider: str):
         OAUTH_DATASOURCE_PROVIDERS = get_oauth_providers()
         with current_app.app_context():
@@ -94,17 +96,17 @@ class OAuthDataSourceCallback(Resource):
 
 @console_ns.route("/oauth/data-source/binding/<string:provider>")
 class OAuthDataSourceBinding(Resource):
-    @console_ns.doc("oauth_data_source_binding")
-    @console_ns.doc(description="Bind OAuth data source with authorization code")
-    @console_ns.doc(
+    @api.doc("oauth_data_source_binding")
+    @api.doc(description="Bind OAuth data source with authorization code")
+    @api.doc(
         params={"provider": "Data source provider name (notion)", "code": "Authorization code from OAuth provider"}
     )
-    @console_ns.response(
+    @api.response(
         200,
         "Data source binding success",
-        console_ns.model("OAuthDataSourceBindingResponse", {"result": fields.String(description="Operation result")}),
+        api.model("OAuthDataSourceBindingResponse", {"result": fields.String(description="Operation result")}),
     )
-    @console_ns.response(400, "Invalid provider or code")
+    @api.response(400, "Invalid provider or code")
     def get(self, provider: str):
         OAUTH_DATASOURCE_PROVIDERS = get_oauth_providers()
         with current_app.app_context():
@@ -128,15 +130,15 @@ class OAuthDataSourceBinding(Resource):
 
 @console_ns.route("/oauth/data-source/<string:provider>/<uuid:binding_id>/sync")
 class OAuthDataSourceSync(Resource):
-    @console_ns.doc("oauth_data_source_sync")
-    @console_ns.doc(description="Sync data from OAuth data source")
-    @console_ns.doc(params={"provider": "Data source provider name (notion)", "binding_id": "Data source binding ID"})
-    @console_ns.response(
+    @api.doc("oauth_data_source_sync")
+    @api.doc(description="Sync data from OAuth data source")
+    @api.doc(params={"provider": "Data source provider name (notion)", "binding_id": "Data source binding ID"})
+    @api.response(
         200,
         "Data source sync success",
-        console_ns.model("OAuthDataSourceSyncResponse", {"result": fields.String(description="Operation result")}),
+        api.model("OAuthDataSourceSyncResponse", {"result": fields.String(description="Operation result")}),
     )
-    @console_ns.response(400, "Invalid provider or sync failed")
+    @api.response(400, "Invalid provider or sync failed")
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/auth/email_register.py

@@ -19,7 +19,7 @@ from controllers.console.wraps import email_password_login_enabled, email_regist
 from extensions.ext_database import db
 from libs.helper import email, extract_remote_ip
 from libs.password import valid_password
-from models import Account
+from models.account import Account
 from services.account_service import AccountService
 from services.billing_service import BillingService
 from services.errors.account import AccountNotFoundError, AccountRegisterError
@@ -31,11 +31,9 @@ class EmailRegisterSendEmailApi(Resource):
     @email_password_login_enabled
     @email_register_enabled
     def post(self):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("email", type=email, required=True, location="json")
-            .add_argument("language", type=str, required=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("email", type=email, required=True, location="json")
+        parser.add_argument("language", type=str, required=False, location="json")
         args = parser.parse_args()
 
         ip_address = extract_remote_ip(request)
@@ -61,12 +59,10 @@ class EmailRegisterCheckApi(Resource):
     @email_password_login_enabled
     @email_register_enabled
     def post(self):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("email", type=str, required=True, location="json")
-            .add_argument("code", type=str, required=True, location="json")
-            .add_argument("token", type=str, required=True, nullable=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("email", type=str, required=True, location="json")
+        parser.add_argument("code", type=str, required=True, location="json")
+        parser.add_argument("token", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
 
         user_email = args["email"]
@@ -104,12 +100,10 @@ class EmailRegisterResetApi(Resource):
     @email_password_login_enabled
     @email_register_enabled
     def post(self):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("token", type=str, required=True, nullable=False, location="json")
-            .add_argument("new_password", type=valid_password, required=True, nullable=False, location="json")
-            .add_argument("password_confirm", type=valid_password, required=True, nullable=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("token", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("new_password", type=valid_password, required=True, nullable=False, location="json")
+        parser.add_argument("password_confirm", type=valid_password, required=True, nullable=False, location="json")
         args = parser.parse_args()
 
         # Validate passwords match

api/controllers/console/auth/forgot_password.py

@@ -6,7 +6,7 @@ from flask_restx import Resource, fields, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.auth.error import (
     EmailCodeError,
     EmailPasswordResetLimitError,
@@ -20,17 +20,17 @@ from events.tenant_event import tenant_was_created
 from extensions.ext_database import db
 from libs.helper import email, extract_remote_ip
 from libs.password import hash_password, valid_password
-from models import Account
+from models.account import Account
 from services.account_service import AccountService, TenantService
 from services.feature_service import FeatureService
 
 
 @console_ns.route("/forgot-password")
 class ForgotPasswordSendEmailApi(Resource):
-    @console_ns.doc("send_forgot_password_email")
-    @console_ns.doc(description="Send password reset email")
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("send_forgot_password_email")
+    @api.doc(description="Send password reset email")
+    @api.expect(
+        api.model(
             "ForgotPasswordEmailRequest",
             {
                 "email": fields.String(required=True, description="Email address"),
@@ -38,10 +38,10 @@ class ForgotPasswordSendEmailApi(Resource):
             },
         )
     )
-    @console_ns.response(
+    @api.response(
         200,
         "Email sent successfully",
-        console_ns.model(
+        api.model(
             "ForgotPasswordEmailResponse",
             {
                 "result": fields.String(description="Operation result"),
@@ -50,15 +50,13 @@ class ForgotPasswordSendEmailApi(Resource):
             },
         ),
     )
-    @console_ns.response(400, "Invalid email or rate limit exceeded")
+    @api.response(400, "Invalid email or rate limit exceeded")
     @setup_required
     @email_password_login_enabled
     def post(self):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("email", type=email, required=True, location="json")
-            .add_argument("language", type=str, required=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("email", type=email, required=True, location="json")
+        parser.add_argument("language", type=str, required=False, location="json")
         args = parser.parse_args()
 
         ip_address = extract_remote_ip(request)
@@ -85,10 +83,10 @@ class ForgotPasswordSendEmailApi(Resource):
 
 @console_ns.route("/forgot-password/validity")
 class ForgotPasswordCheckApi(Resource):
-    @console_ns.doc("check_forgot_password_code")
-    @console_ns.doc(description="Verify password reset code")
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("check_forgot_password_code")
+    @api.doc(description="Verify password reset code")
+    @api.expect(
+        api.model(
             "ForgotPasswordCheckRequest",
             {
                 "email": fields.String(required=True, description="Email address"),
@@ -97,10 +95,10 @@ class ForgotPasswordCheckApi(Resource):
             },
         )
     )
-    @console_ns.response(
+    @api.response(
         200,
         "Code verified successfully",
-        console_ns.model(
+        api.model(
             "ForgotPasswordCheckResponse",
             {
                 "is_valid": fields.Boolean(description="Whether code is valid"),
@@ -109,16 +107,14 @@ class ForgotPasswordCheckApi(Resource):
             },
         ),
     )
-    @console_ns.response(400, "Invalid code or token")
+    @api.response(400, "Invalid code or token")
     @setup_required
     @email_password_login_enabled
     def post(self):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("email", type=str, required=True, location="json")
-            .add_argument("code", type=str, required=True, location="json")
-            .add_argument("token", type=str, required=True, nullable=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("email", type=str, required=True, location="json")
+        parser.add_argument("code", type=str, required=True, location="json")
+        parser.add_argument("token", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
 
         user_email = args["email"]
@@ -152,10 +148,10 @@ class ForgotPasswordCheckApi(Resource):
 
 @console_ns.route("/forgot-password/resets")
 class ForgotPasswordResetApi(Resource):
-    @console_ns.doc("reset_password")
-    @console_ns.doc(description="Reset password with verification token")
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("reset_password")
+    @api.doc(description="Reset password with verification token")
+    @api.expect(
+        api.model(
             "ForgotPasswordResetRequest",
             {
                 "token": fields.String(required=True, description="Verification token"),
@@ -164,21 +160,19 @@ class ForgotPasswordResetApi(Resource):
             },
         )
     )
-    @console_ns.response(
+    @api.response(
         200,
         "Password reset successfully",
-        console_ns.model("ForgotPasswordResetResponse", {"result": fields.String(description="Operation result")}),
+        api.model("ForgotPasswordResetResponse", {"result": fields.String(description="Operation result")}),
     )
-    @console_ns.response(400, "Invalid token or password mismatch")
+    @api.response(400, "Invalid token or password mismatch")
     @setup_required
     @email_password_login_enabled
     def post(self):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("token", type=str, required=True, nullable=False, location="json")
-            .add_argument("new_password", type=valid_password, required=True, nullable=False, location="json")
-            .add_argument("password_confirm", type=valid_password, required=True, nullable=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("token", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("new_password", type=valid_password, required=True, nullable=False, location="json")
+        parser.add_argument("password_confirm", type=valid_password, required=True, nullable=False, location="json")
         args = parser.parse_args()
 
         # Validate passwords match

api/controllers/console/auth/login.py

@@ -1,10 +1,12 @@
+from typing import cast
+
 import flask_login
-from flask import make_response, request
+from flask import request
 from flask_restx import Resource, reqparse
 
 import services
 from configs import dify_config
-from constants.languages import get_valid_language
+from constants.languages import languages
 from controllers.console import console_ns
 from controllers.console.auth.error import (
     AuthenticationFailedError,
@@ -24,16 +26,7 @@ from controllers.console.error import (
 from controllers.console.wraps import email_password_login_enabled, setup_required
 from events.tenant_event import tenant_was_created
 from libs.helper import email, extract_remote_ip
-from libs.login import current_account_with_tenant
-from libs.token import (
-    clear_access_token_from_cookie,
-    clear_csrf_token_from_cookie,
-    clear_refresh_token_from_cookie,
-    extract_refresh_token,
-    set_access_token_to_cookie,
-    set_csrf_token_to_cookie,
-    set_refresh_token_to_cookie,
-)
+from models.account import Account
 from services.account_service import AccountService, RegisterService, TenantService
 from services.billing_service import BillingService
 from services.errors.account import AccountRegisterError
@@ -49,13 +42,11 @@ class LoginApi(Resource):
     @email_password_login_enabled
     def post(self):
         """Authenticate user and login."""
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("email", type=email, required=True, location="json")
-            .add_argument("password", type=str, required=True, location="json")
-            .add_argument("remember_me", type=bool, required=False, default=False, location="json")
-            .add_argument("invite_token", type=str, required=False, default=None, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("email", type=email, required=True, location="json")
+        parser.add_argument("password", type=str, required=True, location="json")
+        parser.add_argument("remember_me", type=bool, required=False, default=False, location="json")
+        parser.add_argument("invite_token", type=str, required=False, default=None, location="json")
         args = parser.parse_args()
 
         if dify_config.BILLING_ENABLED and BillingService.is_email_in_freeze(args["email"]):
@@ -98,36 +89,19 @@ class LoginApi(Resource):
 
         token_pair = AccountService.login(account=account, ip_address=extract_remote_ip(request))
         AccountService.reset_login_error_rate_limit(args["email"])
-
-        # Create response with cookies instead of returning tokens in body
-        response = make_response({"result": "success"})
-
-        set_access_token_to_cookie(request, response, token_pair.access_token)
-        set_refresh_token_to_cookie(request, response, token_pair.refresh_token)
-        set_csrf_token_to_cookie(request, response, token_pair.csrf_token)
-
-        return response
+        return {"result": "success", "data": token_pair.model_dump()}
 
 
 @console_ns.route("/logout")
 class LogoutApi(Resource):
     @setup_required
-    def post(self):
-        current_user, _ = current_account_with_tenant()
-        account = current_user
+    def get(self):
+        account = cast(Account, flask_login.current_user)
         if isinstance(account, flask_login.AnonymousUserMixin):
-            response = make_response({"result": "success"})
-        else:
-            AccountService.logout(account=account)
-            flask_login.logout_user()
-            response = make_response({"result": "success"})
-
-        # Clear cookies on logout
-        clear_access_token_from_cookie(response)
-        clear_refresh_token_from_cookie(response)
-        clear_csrf_token_from_cookie(response)
-
-        return response
+            return {"result": "success"}
+        AccountService.logout(account=account)
+        flask_login.logout_user()
+        return {"result": "success"}
 
 
 @console_ns.route("/reset-password")
@@ -135,11 +109,9 @@ class ResetPasswordSendEmailApi(Resource):
     @setup_required
     @email_password_login_enabled
     def post(self):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("email", type=email, required=True, location="json")
-            .add_argument("language", type=str, required=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("email", type=email, required=True, location="json")
+        parser.add_argument("language", type=str, required=False, location="json")
         args = parser.parse_args()
 
         if args["language"] is not None and args["language"] == "zh-Hans":
@@ -165,11 +137,9 @@ class ResetPasswordSendEmailApi(Resource):
 class EmailCodeLoginSendEmailApi(Resource):
     @setup_required
     def post(self):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("email", type=email, required=True, location="json")
-            .add_argument("language", type=str, required=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("email", type=email, required=True, location="json")
+        parser.add_argument("language", type=str, required=False, location="json")
         args = parser.parse_args()
 
         ip_address = extract_remote_ip(request)
@@ -200,17 +170,13 @@ class EmailCodeLoginSendEmailApi(Resource):
 class EmailCodeLoginApi(Resource):
     @setup_required
     def post(self):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("email", type=str, required=True, location="json")
-            .add_argument("code", type=str, required=True, location="json")
-            .add_argument("token", type=str, required=True, location="json")
-            .add_argument("language", type=str, required=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("email", type=str, required=True, location="json")
+        parser.add_argument("code", type=str, required=True, location="json")
+        parser.add_argument("token", type=str, required=True, location="json")
         args = parser.parse_args()
 
         user_email = args["email"]
-        language = args["language"]
 
         token_data = AccountService.get_email_code_login_data(args["token"])
         if token_data is None:
@@ -244,9 +210,7 @@ class EmailCodeLoginApi(Resource):
         if account is None:
             try:
                 account = AccountService.create_account_and_tenant(
-                    email=user_email,
-                    name=user_email,
-                    interface_language=get_valid_language(language),
+                    email=user_email, name=user_email, interface_language=languages[0]
                 )
             except WorkSpaceNotAllowedCreateError:
                 raise NotAllowedCreateWorkspace()
@@ -256,36 +220,18 @@ class EmailCodeLoginApi(Resource):
                 raise WorkspacesLimitExceeded()
         token_pair = AccountService.login(account, ip_address=extract_remote_ip(request))
         AccountService.reset_login_error_rate_limit(args["email"])
-
-        # Create response with cookies instead of returning tokens in body
-        response = make_response({"result": "success"})
-
-        set_csrf_token_to_cookie(request, response, token_pair.csrf_token)
-        # Set HTTP-only secure cookies for tokens
-        set_access_token_to_cookie(request, response, token_pair.access_token)
-        set_refresh_token_to_cookie(request, response, token_pair.refresh_token)
-        return response
+        return {"result": "success", "data": token_pair.model_dump()}
 
 
 @console_ns.route("/refresh-token")
 class RefreshTokenApi(Resource):
     def post(self):
-        # Get refresh token from cookie instead of request body
-        refresh_token = extract_refresh_token(request)
-
-        if not refresh_token:
-            return {"result": "fail", "message": "No refresh token provided"}, 401
+        parser = reqparse.RequestParser()
+        parser.add_argument("refresh_token", type=str, required=True, location="json")
+        args = parser.parse_args()
 
         try:
-            new_token_pair = AccountService.refresh_token(refresh_token)
-
-            # Create response with new cookies
-            response = make_response({"result": "success"})
-
-            # Update cookies with new tokens
-            set_csrf_token_to_cookie(request, response, new_token_pair.csrf_token)
-            set_access_token_to_cookie(request, response, new_token_pair.access_token)
-            set_refresh_token_to_cookie(request, response, new_token_pair.refresh_token)
-            return response
+            new_token_pair = AccountService.refresh_token(args["refresh_token"])
+            return {"result": "success", "data": new_token_pair.model_dump()}
         except Exception as e:
-            return {"result": "fail", "message": str(e)}, 401
+            return {"result": "fail", "data": str(e)}, 401

api/controllers/console/auth/oauth.py

@@ -14,19 +14,15 @@ from extensions.ext_database import db
 from libs.datetime_utils import naive_utc_now
 from libs.helper import extract_remote_ip
 from libs.oauth import GitHubOAuth, GoogleOAuth, OAuthUserInfo
-from libs.token import (
-    set_access_token_to_cookie,
-    set_csrf_token_to_cookie,
-    set_refresh_token_to_cookie,
-)
-from models import Account, AccountStatus
+from models import Account
+from models.account import AccountStatus
 from services.account_service import AccountService, RegisterService, TenantService
 from services.billing_service import BillingService
 from services.errors.account import AccountNotFoundError, AccountRegisterError
 from services.errors.workspace import WorkSpaceNotAllowedCreateError, WorkSpaceNotFoundError
 from services.feature_service import FeatureService
 
-from .. import console_ns
+from .. import api, console_ns
 
 logger = logging.getLogger(__name__)
 
@@ -56,13 +52,11 @@ def get_oauth_providers():
 
 @console_ns.route("/oauth/login/<provider>")
 class OAuthLogin(Resource):
-    @console_ns.doc("oauth_login")
-    @console_ns.doc(description="Initiate OAuth login process")
-    @console_ns.doc(
-        params={"provider": "OAuth provider name (github/google)", "invite_token": "Optional invitation token"}
-    )
-    @console_ns.response(302, "Redirect to OAuth authorization URL")
-    @console_ns.response(400, "Invalid provider")
+    @api.doc("oauth_login")
+    @api.doc(description="Initiate OAuth login process")
+    @api.doc(params={"provider": "OAuth provider name (github/google)", "invite_token": "Optional invitation token"})
+    @api.response(302, "Redirect to OAuth authorization URL")
+    @api.response(400, "Invalid provider")
     def get(self, provider: str):
         invite_token = request.args.get("invite_token") or None
         OAUTH_PROVIDERS = get_oauth_providers()
@@ -77,17 +71,17 @@ class OAuthLogin(Resource):
 
 @console_ns.route("/oauth/authorize/<provider>")
 class OAuthCallback(Resource):
-    @console_ns.doc("oauth_callback")
-    @console_ns.doc(description="Handle OAuth callback and complete login process")
-    @console_ns.doc(
+    @api.doc("oauth_callback")
+    @api.doc(description="Handle OAuth callback and complete login process")
+    @api.doc(
         params={
             "provider": "OAuth provider name (github/google)",
             "code": "Authorization code from OAuth provider",
             "state": "Optional state parameter (used for invite token)",
         }
     )
-    @console_ns.response(302, "Redirect to console with access token")
-    @console_ns.response(400, "OAuth process failed")
+    @api.response(302, "Redirect to console with access token")
+    @api.response(400, "OAuth process failed")
     def get(self, provider: str):
         OAUTH_PROVIDERS = get_oauth_providers()
         with current_app.app_context():
@@ -136,11 +130,11 @@ class OAuthCallback(Resource):
             return redirect(f"{dify_config.CONSOLE_WEB_URL}/signin?message={e.description}")
 
         # Check account status
-        if account.status == AccountStatus.BANNED:
+        if account.status == AccountStatus.BANNED.value:
             return redirect(f"{dify_config.CONSOLE_WEB_URL}/signin?message=Account is banned.")
 
-        if account.status == AccountStatus.PENDING:
-            account.status = AccountStatus.ACTIVE
+        if account.status == AccountStatus.PENDING.value:
+            account.status = AccountStatus.ACTIVE.value
             account.initialized_at = naive_utc_now()
             db.session.commit()
 
@@ -159,12 +153,9 @@ class OAuthCallback(Resource):
             ip_address=extract_remote_ip(request),
         )
 
-        response = redirect(f"{dify_config.CONSOLE_WEB_URL}")
-
-        set_access_token_to_cookie(request, response, token_pair.access_token)
-        set_refresh_token_to_cookie(request, response, token_pair.refresh_token)
-        set_csrf_token_to_cookie(request, response, token_pair.csrf_token)
-        return response
+        return redirect(
+            f"{dify_config.CONSOLE_WEB_URL}?access_token={token_pair.access_token}&refresh_token={token_pair.refresh_token}"
+        )
 
 
 def _get_account_by_openid_or_email(provider: str, user_info: OAuthUserInfo) -> Account | None:

api/controllers/console/auth/oauth_server.py

@@ -1,15 +1,16 @@
 from collections.abc import Callable
 from functools import wraps
-from typing import Concatenate, ParamSpec, TypeVar
+from typing import Concatenate, ParamSpec, TypeVar, cast
 
+import flask_login
 from flask import jsonify, request
 from flask_restx import Resource, reqparse
 from werkzeug.exceptions import BadRequest, NotFound
 
 from controllers.console.wraps import account_initialization_required, setup_required
 from core.model_runtime.utils.encoders import jsonable_encoder
-from libs.login import current_account_with_tenant, login_required
-from models import Account
+from libs.login import login_required
+from models.account import Account
 from models.model import OAuthProviderApp
 from services.oauth_server import OAUTH_ACCESS_TOKEN_EXPIRES_IN, OAuthGrantType, OAuthServerService
 
@@ -23,7 +24,8 @@ T = TypeVar("T")
 def oauth_server_client_id_required(view: Callable[Concatenate[T, OAuthProviderApp, P], R]):
     @wraps(view)
     def decorated(self: T, *args: P.args, **kwargs: P.kwargs):
-        parser = reqparse.RequestParser().add_argument("client_id", type=str, required=True, location="json")
+        parser = reqparse.RequestParser()
+        parser.add_argument("client_id", type=str, required=True, location="json")
         parsed_args = parser.parse_args()
         client_id = parsed_args.get("client_id")
         if not client_id:
@@ -89,7 +91,8 @@ class OAuthServerAppApi(Resource):
     @setup_required
     @oauth_server_client_id_required
     def post(self, oauth_provider_app: OAuthProviderApp):
-        parser = reqparse.RequestParser().add_argument("redirect_uri", type=str, required=True, location="json")
+        parser = reqparse.RequestParser()
+        parser.add_argument("redirect_uri", type=str, required=True, location="json")
         parsed_args = parser.parse_args()
         redirect_uri = parsed_args.get("redirect_uri")
 
@@ -113,8 +116,7 @@ class OAuthServerUserAuthorizeApi(Resource):
     @account_initialization_required
     @oauth_server_client_id_required
     def post(self, oauth_provider_app: OAuthProviderApp):
-        current_user, _ = current_account_with_tenant()
-        account = current_user
+        account = cast(Account, flask_login.current_user)
         user_account_id = account.id
 
         code = OAuthServerService.sign_oauth_authorization_code(oauth_provider_app.client_id, user_account_id)
@@ -130,14 +132,12 @@ class OAuthServerUserTokenApi(Resource):
     @setup_required
     @oauth_server_client_id_required
     def post(self, oauth_provider_app: OAuthProviderApp):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("grant_type", type=str, required=True, location="json")
-            .add_argument("code", type=str, required=False, location="json")
-            .add_argument("client_secret", type=str, required=False, location="json")
-            .add_argument("redirect_uri", type=str, required=False, location="json")
-            .add_argument("refresh_token", type=str, required=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("grant_type", type=str, required=True, location="json")
+        parser.add_argument("code", type=str, required=False, location="json")
+        parser.add_argument("client_secret", type=str, required=False, location="json")
+        parser.add_argument("redirect_uri", type=str, required=False, location="json")
+        parser.add_argument("refresh_token", type=str, required=False, location="json")
         parsed_args = parser.parse_args()
 
         try:

api/controllers/console/billing/billing.py

@@ -1,12 +1,9 @@
-import base64
-
-from flask_restx import Resource, fields, reqparse
-from werkzeug.exceptions import BadRequest
+from flask_restx import Resource, reqparse
 
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, only_edition_cloud, setup_required
-from enums.cloud_plan import CloudPlan
-from libs.login import current_account_with_tenant, login_required
+from libs.login import current_user, login_required
+from models.model import Account
 from services.billing_service import BillingService
 
 
@@ -17,21 +14,17 @@ class Subscription(Resource):
     @account_initialization_required
     @only_edition_cloud
     def get(self):
-        current_user, current_tenant_id = current_account_with_tenant()
-        parser = (
-            reqparse.RequestParser()
-            .add_argument(
-                "plan",
-                type=str,
-                required=True,
-                location="args",
-                choices=[CloudPlan.PROFESSIONAL, CloudPlan.TEAM],
-            )
-            .add_argument("interval", type=str, required=True, location="args", choices=["month", "year"])
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("plan", type=str, required=True, location="args", choices=["professional", "team"])
+        parser.add_argument("interval", type=str, required=True, location="args", choices=["month", "year"])
         args = parser.parse_args()
+        assert isinstance(current_user, Account)
+
         BillingService.is_tenant_owner_or_admin(current_user)
-        return BillingService.get_subscription(args["plan"], args["interval"], current_user.email, current_tenant_id)
+        assert current_user.current_tenant_id is not None
+        return BillingService.get_subscription(
+            args["plan"], args["interval"], current_user.email, current_user.current_tenant_id
+        )
 
 
 @console_ns.route("/billing/invoices")
@@ -41,40 +34,7 @@ class Invoices(Resource):
     @account_initialization_required
     @only_edition_cloud
     def get(self):
-        current_user, current_tenant_id = current_account_with_tenant()
+        assert isinstance(current_user, Account)
         BillingService.is_tenant_owner_or_admin(current_user)
-        return BillingService.get_invoices(current_user.email, current_tenant_id)
-
-
-@console_ns.route("/billing/partners/<string:partner_key>/tenants")
-class PartnerTenants(Resource):
-    @console_ns.doc("sync_partner_tenants_bindings")
-    @console_ns.doc(description="Sync partner tenants bindings")
-    @console_ns.doc(params={"partner_key": "Partner key"})
-    @console_ns.expect(
-        console_ns.model(
-            "SyncPartnerTenantsBindingsRequest",
-            {"click_id": fields.String(required=True, description="Click Id from partner referral link")},
-        )
-    )
-    @console_ns.response(200, "Tenants synced to partner successfully")
-    @console_ns.response(400, "Invalid partner information")
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @only_edition_cloud
-    def put(self, partner_key: str):
-        current_user, _ = current_account_with_tenant()
-        parser = reqparse.RequestParser().add_argument("click_id", required=True, type=str, location="json")
-        args = parser.parse_args()
-
-        try:
-            click_id = args["click_id"]
-            decoded_partner_key = base64.b64decode(partner_key).decode("utf-8")
-        except Exception:
-            raise BadRequest("Invalid partner_key")
-
-        if not click_id or not decoded_partner_key or not current_user.id:
-            raise BadRequest("Invalid partner information")
-
-        return BillingService.sync_partner_tenants_bindings(current_user.id, decoded_partner_key, click_id)
+        assert current_user.current_tenant_id is not None
+        return BillingService.get_invoices(current_user.email, current_user.current_tenant_id)

api/controllers/console/billing/compliance.py

@@ -1,8 +1,9 @@
 from flask import request
+from flask_login import current_user
 from flask_restx import Resource, reqparse
 
 from libs.helper import extract_remote_ip
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from services.billing_service import BillingService
 
 from .. import console_ns
@@ -16,16 +17,17 @@ class ComplianceApi(Resource):
     @account_initialization_required
     @only_edition_cloud
     def get(self):
-        current_user, current_tenant_id = current_account_with_tenant()
-        parser = reqparse.RequestParser().add_argument("doc_name", type=str, required=True, location="args")
+        parser = reqparse.RequestParser()
+        parser.add_argument("doc_name", type=str, required=True, location="args")
         args = parser.parse_args()
 
         ip_address = extract_remote_ip(request)
         device_info = request.headers.get("User-Agent", "Unknown device")
+
         return BillingService.get_compliance_download_link(
             doc_name=args.doc_name,
             account_id=current_user.id,
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             ip=ip_address,
             device_info=device_info,
         )

api/controllers/console/datasets/data_source.py

@@ -3,6 +3,7 @@ from collections.abc import Generator
 from typing import cast
 
 from flask import request
+from flask_login import current_user
 from flask_restx import Resource, marshal_with, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
@@ -19,7 +20,7 @@ from core.rag.extractor.notion_extractor import NotionExtractor
 from extensions.ext_database import db
 from fields.data_source_fields import integrate_list_fields, integrate_notion_info_list_fields
 from libs.datetime_utils import naive_utc_now
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from models import DataSourceOauthBinding, Document
 from services.dataset_service import DatasetService, DocumentService
 from services.datasource_provider_service import DatasourceProviderService
@@ -36,12 +37,10 @@ class DataSourceApi(Resource):
     @account_initialization_required
     @marshal_with(integrate_list_fields)
     def get(self):
-        _, current_tenant_id = current_account_with_tenant()
-
         # get workspace data source integrates
         data_source_integrates = db.session.scalars(
             select(DataSourceOauthBinding).where(
-                DataSourceOauthBinding.tenant_id == current_tenant_id,
+                DataSourceOauthBinding.tenant_id == current_user.current_tenant_id,
                 DataSourceOauthBinding.disabled == False,
             )
         ).all()
@@ -121,15 +120,13 @@ class DataSourceNotionListApi(Resource):
     @account_initialization_required
     @marshal_with(integrate_notion_info_list_fields)
     def get(self):
-        current_user, current_tenant_id = current_account_with_tenant()
-
         dataset_id = request.args.get("dataset_id", default=None, type=str)
         credential_id = request.args.get("credential_id", default=None, type=str)
         if not credential_id:
             raise ValueError("Credential id is required.")
         datasource_provider_service = DatasourceProviderService()
         credential = datasource_provider_service.get_datasource_credentials(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             credential_id=credential_id,
             provider="notion_datasource",
             plugin_id="langgenius/notion_datasource",
@@ -149,7 +146,7 @@ class DataSourceNotionListApi(Resource):
                 documents = session.scalars(
                     select(Document).filter_by(
                         dataset_id=dataset_id,
-                        tenant_id=current_tenant_id,
+                        tenant_id=current_user.current_tenant_id,
                         data_source_type="notion_import",
                         enabled=True,
                     )
@@ -164,7 +161,7 @@ class DataSourceNotionListApi(Resource):
             datasource_runtime = DatasourceManager.get_datasource_runtime(
                 provider_id="langgenius/notion_datasource/notion_datasource",
                 datasource_name="notion_datasource",
-                tenant_id=current_tenant_id,
+                tenant_id=current_user.current_tenant_id,
                 datasource_type=DatasourceProviderType.ONLINE_DOCUMENT,
             )
             datasource_provider_service = DatasourceProviderService()
@@ -213,14 +210,12 @@ class DataSourceNotionApi(Resource):
     @login_required
     @account_initialization_required
     def get(self, workspace_id, page_id, page_type):
-        _, current_tenant_id = current_account_with_tenant()
-
         credential_id = request.args.get("credential_id", default=None, type=str)
         if not credential_id:
             raise ValueError("Credential id is required.")
         datasource_provider_service = DatasourceProviderService()
         credential = datasource_provider_service.get_datasource_credentials(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             credential_id=credential_id,
             provider="notion_datasource",
             plugin_id="langgenius/notion_datasource",
@@ -234,7 +229,7 @@ class DataSourceNotionApi(Resource):
             notion_obj_id=page_id,
             notion_page_type=page_type,
             notion_access_token=credential.get("integration_secret"),
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
         )
 
         text_docs = extractor.extract()
@@ -244,14 +239,12 @@ class DataSourceNotionApi(Resource):
     @login_required
     @account_initialization_required
     def post(self):
-        _, current_tenant_id = current_account_with_tenant()
-
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("notion_info_list", type=list, required=True, nullable=True, location="json")
-            .add_argument("process_rule", type=dict, required=True, nullable=True, location="json")
-            .add_argument("doc_form", type=str, default="text_model", required=False, nullable=False, location="json")
-            .add_argument("doc_language", type=str, default="English", required=False, nullable=False, location="json")
+        parser = reqparse.RequestParser()
+        parser.add_argument("notion_info_list", type=list, required=True, nullable=True, location="json")
+        parser.add_argument("process_rule", type=dict, required=True, nullable=True, location="json")
+        parser.add_argument("doc_form", type=str, default="text_model", required=False, nullable=False, location="json")
+        parser.add_argument(
+            "doc_language", type=str, default="English", required=False, nullable=False, location="json"
         )
         args = parser.parse_args()
         # validate args
@@ -263,14 +256,14 @@ class DataSourceNotionApi(Resource):
             credential_id = notion_info.get("credential_id")
             for page in notion_info["pages"]:
                 extract_setting = ExtractSetting(
-                    datasource_type=DatasourceType.NOTION,
+                    datasource_type=DatasourceType.NOTION.value,
                     notion_info=NotionInfo.model_validate(
                         {
                             "credential_id": credential_id,
                             "notion_workspace_id": workspace_id,
                             "notion_obj_id": page["page_id"],
                             "notion_page_type": page["type"],
-                            "tenant_id": current_tenant_id,
+                            "tenant_id": current_user.current_tenant_id,
                         }
                     ),
                     document_model=args["doc_form"],
@@ -278,7 +271,7 @@ class DataSourceNotionApi(Resource):
                 extract_settings.append(extract_setting)
         indexing_runner = IndexingRunner()
         response = indexing_runner.indexing_estimate(
-            current_tenant_id,
+            current_user.current_tenant_id,
             extract_settings,
             args["process_rule"],
             args["doc_form"],

api/controllers/console/datasets/datasets_document.py

@@ -6,12 +6,13 @@ from typing import Literal, cast
 
 import sqlalchemy as sa
 from flask import request
+from flask_login import current_user
 from flask_restx import Resource, fields, marshal, marshal_with, reqparse
 from sqlalchemy import asc, desc, select
 from werkzeug.exceptions import Forbidden, NotFound
 
 import services
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.error import (
     ProviderModelCurrentlyNotSupportError,
     ProviderNotInitializeError,
@@ -45,17 +46,16 @@ from core.plugin.impl.exc import PluginDaemonClientSideError
 from core.rag.extractor.entity.datasource_type import DatasourceType
 from core.rag.extractor.entity.extract_setting import ExtractSetting, NotionInfo, WebsiteInfo
 from extensions.ext_database import db
-from fields.dataset_fields import dataset_fields
 from fields.document_fields import (
     dataset_and_document_fields,
     document_fields,
-    document_metadata_fields,
     document_status_fields,
     document_with_segments_fields,
 )
 from libs.datetime_utils import naive_utc_now
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from models import Dataset, DatasetProcessRule, Document, DocumentSegment, UploadFile
+from models.account import Account
 from models.dataset import DocumentPipelineExecutionLog
 from services.dataset_service import DatasetService, DocumentService
 from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig
@@ -63,39 +63,8 @@ from services.entities.knowledge_entities.knowledge_entities import KnowledgeCon
 logger = logging.getLogger(__name__)
 
 
-def _get_or_create_model(model_name: str, field_def):
-    existing = console_ns.models.get(model_name)
-    if existing is None:
-        existing = console_ns.model(model_name, field_def)
-    return existing
-
-
-# Register models for flask_restx to avoid dict type issues in Swagger
-dataset_model = _get_or_create_model("Dataset", dataset_fields)
-
-document_metadata_model = _get_or_create_model("DocumentMetadata", document_metadata_fields)
-
-document_fields_copy = document_fields.copy()
-document_fields_copy["doc_metadata"] = fields.List(
-    fields.Nested(document_metadata_model), attribute="doc_metadata_details"
-)
-document_model = _get_or_create_model("Document", document_fields_copy)
-
-document_with_segments_fields_copy = document_with_segments_fields.copy()
-document_with_segments_fields_copy["doc_metadata"] = fields.List(
-    fields.Nested(document_metadata_model), attribute="doc_metadata_details"
-)
-document_with_segments_model = _get_or_create_model("DocumentWithSegments", document_with_segments_fields_copy)
-
-dataset_and_document_fields_copy = dataset_and_document_fields.copy()
-dataset_and_document_fields_copy["dataset"] = fields.Nested(dataset_model)
-dataset_and_document_fields_copy["documents"] = fields.List(fields.Nested(document_model))
-dataset_and_document_model = _get_or_create_model("DatasetAndDocument", dataset_and_document_fields_copy)
-
-
 class DocumentResource(Resource):
     def get_document(self, dataset_id: str, document_id: str) -> Document:
-        current_user, current_tenant_id = current_account_with_tenant()
         dataset = DatasetService.get_dataset(dataset_id)
         if not dataset:
             raise NotFound("Dataset not found.")
@@ -110,13 +79,12 @@ class DocumentResource(Resource):
         if not document:
             raise NotFound("Document not found.")
 
-        if document.tenant_id != current_tenant_id:
+        if document.tenant_id != current_user.current_tenant_id:
             raise Forbidden("No permission.")
 
         return document
 
     def get_batch_documents(self, dataset_id: str, batch: str) -> Sequence[Document]:
-        current_user, _ = current_account_with_tenant()
         dataset = DatasetService.get_dataset(dataset_id)
         if not dataset:
             raise NotFound("Dataset not found.")
@@ -136,15 +104,14 @@ class DocumentResource(Resource):
 
 @console_ns.route("/datasets/process-rule")
 class GetProcessRuleApi(Resource):
-    @console_ns.doc("get_process_rule")
-    @console_ns.doc(description="Get dataset document processing rules")
-    @console_ns.doc(params={"document_id": "Document ID (optional)"})
-    @console_ns.response(200, "Process rules retrieved successfully")
+    @api.doc("get_process_rule")
+    @api.doc(description="Get dataset document processing rules")
+    @api.doc(params={"document_id": "Document ID (optional)"})
+    @api.response(200, "Process rules retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
     def get(self):
-        current_user, _ = current_account_with_tenant()
         req_data = request.args
 
         document_id = req_data.get("document_id")
@@ -184,9 +151,9 @@ class GetProcessRuleApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/documents")
 class DatasetDocumentListApi(Resource):
-    @console_ns.doc("get_dataset_documents")
-    @console_ns.doc(description="Get documents in a dataset")
-    @console_ns.doc(
+    @api.doc("get_dataset_documents")
+    @api.doc(description="Get documents in a dataset")
+    @api.doc(
         params={
             "dataset_id": "Dataset ID",
             "page": "Page number (default: 1)",
@@ -194,20 +161,18 @@ class DatasetDocumentListApi(Resource):
             "keyword": "Search keyword",
             "sort": "Sort order (default: -created_at)",
             "fetch": "Fetch full details (default: false)",
-            "status": "Filter documents by display status",
         }
     )
-    @console_ns.response(200, "Documents retrieved successfully")
+    @api.response(200, "Documents retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
-    def get(self, dataset_id: str):
-        current_user, current_tenant_id = current_account_with_tenant()
+    def get(self, dataset_id):
+        dataset_id = str(dataset_id)
         page = request.args.get("page", default=1, type=int)
         limit = request.args.get("limit", default=20, type=int)
         search = request.args.get("keyword", default=None, type=str)
         sort = request.args.get("sort", default="-created_at", type=str)
-        status = request.args.get("status", default=None, type=str)
         # "yes", "true", "t", "y", "1" convert to True, while others convert to False.
         try:
             fetch_val = request.args.get("fetch", default="false")
@@ -234,10 +199,7 @@ class DatasetDocumentListApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
-        query = select(Document).filter_by(dataset_id=str(dataset_id), tenant_id=current_tenant_id)
-
-        if status:
-            query = DocumentService.apply_display_status_filter(query, status)
+        query = select(Document).filter_by(dataset_id=str(dataset_id), tenant_id=current_user.current_tenant_id)
 
         if search:
             search = f"%{search}%"
@@ -307,11 +269,10 @@ class DatasetDocumentListApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(dataset_and_document_model)
+    @marshal_with(dataset_and_document_fields)
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def post(self, dataset_id):
-        current_user, _ = current_account_with_tenant()
         dataset_id = str(dataset_id)
 
         dataset = DatasetService.get_dataset(dataset_id)
@@ -328,20 +289,20 @@ class DatasetDocumentListApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument(
-                "indexing_technique", type=str, choices=Dataset.INDEXING_TECHNIQUE_LIST, nullable=False, location="json"
-            )
-            .add_argument("data_source", type=dict, required=False, location="json")
-            .add_argument("process_rule", type=dict, required=False, location="json")
-            .add_argument("duplicate", type=bool, default=True, nullable=False, location="json")
-            .add_argument("original_document_id", type=str, required=False, location="json")
-            .add_argument("doc_form", type=str, default="text_model", required=False, nullable=False, location="json")
-            .add_argument("retrieval_model", type=dict, required=False, nullable=False, location="json")
-            .add_argument("embedding_model", type=str, required=False, nullable=True, location="json")
-            .add_argument("embedding_model_provider", type=str, required=False, nullable=True, location="json")
-            .add_argument("doc_language", type=str, default="English", required=False, nullable=False, location="json")
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "indexing_technique", type=str, choices=Dataset.INDEXING_TECHNIQUE_LIST, nullable=False, location="json"
+        )
+        parser.add_argument("data_source", type=dict, required=False, location="json")
+        parser.add_argument("process_rule", type=dict, required=False, location="json")
+        parser.add_argument("duplicate", type=bool, default=True, nullable=False, location="json")
+        parser.add_argument("original_document_id", type=str, required=False, location="json")
+        parser.add_argument("doc_form", type=str, default="text_model", required=False, nullable=False, location="json")
+        parser.add_argument("retrieval_model", type=dict, required=False, nullable=False, location="json")
+        parser.add_argument("embedding_model", type=str, required=False, nullable=True, location="json")
+        parser.add_argument("embedding_model_provider", type=str, required=False, nullable=True, location="json")
+        parser.add_argument(
+            "doc_language", type=str, default="English", required=False, nullable=False, location="json"
         )
         args = parser.parse_args()
         knowledge_config = KnowledgeConfig.model_validate(args)
@@ -388,10 +349,10 @@ class DatasetDocumentListApi(Resource):
 
 @console_ns.route("/datasets/init")
 class DatasetInitApi(Resource):
-    @console_ns.doc("init_dataset")
-    @console_ns.doc(description="Initialize dataset with documents")
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("init_dataset")
+    @api.doc(description="Initialize dataset with documents")
+    @api.expect(
+        api.model(
             "DatasetInitRequest",
             {
                 "upload_file_id": fields.String(required=True, description="Upload file ID"),
@@ -401,38 +362,37 @@ class DatasetInitApi(Resource):
             },
         )
     )
-    @console_ns.response(201, "Dataset initialized successfully", dataset_and_document_model)
-    @console_ns.response(400, "Invalid request parameters")
+    @api.response(201, "Dataset initialized successfully", dataset_and_document_fields)
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(dataset_and_document_model)
+    @marshal_with(dataset_and_document_fields)
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def post(self):
         # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
-        current_user, current_tenant_id = current_account_with_tenant()
         if not current_user.is_dataset_editor:
             raise Forbidden()
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument(
-                "indexing_technique",
-                type=str,
-                choices=Dataset.INDEXING_TECHNIQUE_LIST,
-                required=True,
-                nullable=False,
-                location="json",
-            )
-            .add_argument("data_source", type=dict, required=True, nullable=True, location="json")
-            .add_argument("process_rule", type=dict, required=True, nullable=True, location="json")
-            .add_argument("doc_form", type=str, default="text_model", required=False, nullable=False, location="json")
-            .add_argument("doc_language", type=str, default="English", required=False, nullable=False, location="json")
-            .add_argument("retrieval_model", type=dict, required=False, nullable=False, location="json")
-            .add_argument("embedding_model", type=str, required=False, nullable=True, location="json")
-            .add_argument("embedding_model_provider", type=str, required=False, nullable=True, location="json")
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "indexing_technique",
+            type=str,
+            choices=Dataset.INDEXING_TECHNIQUE_LIST,
+            required=True,
+            nullable=False,
+            location="json",
         )
+        parser.add_argument("data_source", type=dict, required=True, nullable=True, location="json")
+        parser.add_argument("process_rule", type=dict, required=True, nullable=True, location="json")
+        parser.add_argument("doc_form", type=str, default="text_model", required=False, nullable=False, location="json")
+        parser.add_argument(
+            "doc_language", type=str, default="English", required=False, nullable=False, location="json"
+        )
+        parser.add_argument("retrieval_model", type=dict, required=False, nullable=False, location="json")
+        parser.add_argument("embedding_model", type=str, required=False, nullable=True, location="json")
+        parser.add_argument("embedding_model_provider", type=str, required=False, nullable=True, location="json")
         args = parser.parse_args()
 
         knowledge_config = KnowledgeConfig.model_validate(args)
@@ -442,7 +402,7 @@ class DatasetInitApi(Resource):
             try:
                 model_manager = ModelManager()
                 model_manager.get_model_instance(
-                    tenant_id=current_tenant_id,
+                    tenant_id=current_user.current_tenant_id,
                     provider=args["embedding_model_provider"],
                     model_type=ModelType.TEXT_EMBEDDING,
                     model=args["embedding_model"],
@@ -459,9 +419,9 @@ class DatasetInitApi(Resource):
 
         try:
             dataset, documents, batch = DocumentService.save_document_without_dataset_id(
-                tenant_id=current_tenant_id,
+                tenant_id=current_user.current_tenant_id,
                 knowledge_config=knowledge_config,
-                account=current_user,
+                account=cast(Account, current_user),
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -477,17 +437,16 @@ class DatasetInitApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/indexing-estimate")
 class DocumentIndexingEstimateApi(DocumentResource):
-    @console_ns.doc("estimate_document_indexing")
-    @console_ns.doc(description="Estimate document indexing cost")
-    @console_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
-    @console_ns.response(200, "Indexing estimate calculated successfully")
-    @console_ns.response(404, "Document not found")
-    @console_ns.response(400, "Document already finished")
+    @api.doc("estimate_document_indexing")
+    @api.doc(description="Estimate document indexing cost")
+    @api.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
+    @api.response(200, "Indexing estimate calculated successfully")
+    @api.response(404, "Document not found")
+    @api.response(400, "Document already finished")
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, dataset_id, document_id):
-        _, current_tenant_id = current_account_with_tenant()
         dataset_id = str(dataset_id)
         document_id = str(document_id)
         document = self.get_document(dataset_id, document_id)
@@ -516,14 +475,14 @@ class DocumentIndexingEstimateApi(DocumentResource):
                     raise NotFound("File not found.")
 
                 extract_setting = ExtractSetting(
-                    datasource_type=DatasourceType.FILE, upload_file=file, document_model=document.doc_form
+                    datasource_type=DatasourceType.FILE.value, upload_file=file, document_model=document.doc_form
                 )
 
                 indexing_runner = IndexingRunner()
 
                 try:
                     estimate_response = indexing_runner.indexing_estimate(
-                        current_tenant_id,
+                        current_user.current_tenant_id,
                         [extract_setting],
                         data_process_rule_dict,
                         document.doc_form,
@@ -552,7 +511,6 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
     @login_required
     @account_initialization_required
     def get(self, dataset_id, batch):
-        _, current_tenant_id = current_account_with_tenant()
         dataset_id = str(dataset_id)
         batch = str(batch)
         documents = self.get_batch_documents(dataset_id, batch)
@@ -572,7 +530,7 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
                 file_id = data_source_info["upload_file_id"]
                 file_detail = (
                     db.session.query(UploadFile)
-                    .where(UploadFile.tenant_id == current_tenant_id, UploadFile.id == file_id)
+                    .where(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id == file_id)
                     .first()
                 )
 
@@ -580,7 +538,7 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
                     raise NotFound("File not found.")
 
                 extract_setting = ExtractSetting(
-                    datasource_type=DatasourceType.FILE, upload_file=file_detail, document_model=document.doc_form
+                    datasource_type=DatasourceType.FILE.value, upload_file=file_detail, document_model=document.doc_form
                 )
                 extract_settings.append(extract_setting)
 
@@ -588,14 +546,14 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
                 if not data_source_info:
                     continue
                 extract_setting = ExtractSetting(
-                    datasource_type=DatasourceType.NOTION,
+                    datasource_type=DatasourceType.NOTION.value,
                     notion_info=NotionInfo.model_validate(
                         {
                             "credential_id": data_source_info["credential_id"],
                             "notion_workspace_id": data_source_info["notion_workspace_id"],
                             "notion_obj_id": data_source_info["notion_page_id"],
                             "notion_page_type": data_source_info["type"],
-                            "tenant_id": current_tenant_id,
+                            "tenant_id": current_user.current_tenant_id,
                         }
                     ),
                     document_model=document.doc_form,
@@ -605,13 +563,13 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
                 if not data_source_info:
                     continue
                 extract_setting = ExtractSetting(
-                    datasource_type=DatasourceType.WEBSITE,
+                    datasource_type=DatasourceType.WEBSITE.value,
                     website_info=WebsiteInfo.model_validate(
                         {
                             "provider": data_source_info["provider"],
                             "job_id": data_source_info["job_id"],
                             "url": data_source_info["url"],
-                            "tenant_id": current_tenant_id,
+                            "tenant_id": current_user.current_tenant_id,
                             "mode": data_source_info["mode"],
                             "only_main_content": data_source_info["only_main_content"],
                         }
@@ -625,7 +583,7 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
             indexing_runner = IndexingRunner()
             try:
                 response = indexing_runner.indexing_estimate(
-                    current_tenant_id,
+                    current_user.current_tenant_id,
                     extract_settings,
                     data_process_rule_dict,
                     document.doc_form,
@@ -692,11 +650,11 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/indexing-status")
 class DocumentIndexingStatusApi(DocumentResource):
-    @console_ns.doc("get_document_indexing_status")
-    @console_ns.doc(description="Get document indexing status")
-    @console_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
-    @console_ns.response(200, "Indexing status retrieved successfully")
-    @console_ns.response(404, "Document not found")
+    @api.doc("get_document_indexing_status")
+    @api.doc(description="Get document indexing status")
+    @api.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
+    @api.response(200, "Indexing status retrieved successfully")
+    @api.response(404, "Document not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -742,17 +700,17 @@ class DocumentIndexingStatusApi(DocumentResource):
 class DocumentApi(DocumentResource):
     METADATA_CHOICES = {"all", "only", "without"}
 
-    @console_ns.doc("get_document")
-    @console_ns.doc(description="Get document details")
-    @console_ns.doc(
+    @api.doc("get_document")
+    @api.doc(description="Get document details")
+    @api.doc(
         params={
             "dataset_id": "Dataset ID",
             "document_id": "Document ID",
             "metadata": "Metadata inclusion (all/only/without)",
         }
     )
-    @console_ns.response(200, "Document retrieved successfully")
-    @console_ns.response(404, "Document not found")
+    @api.response(200, "Document retrieved successfully")
+    @api.response(404, "Document not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -782,7 +740,7 @@ class DocumentApi(DocumentResource):
                 "name": document.name,
                 "created_from": document.created_from,
                 "created_by": document.created_by,
-                "created_at": int(document.created_at.timestamp()),
+                "created_at": document.created_at.timestamp(),
                 "tokens": document.tokens,
                 "indexing_status": document.indexing_status,
                 "completed_at": int(document.completed_at.timestamp()) if document.completed_at else None,
@@ -815,7 +773,7 @@ class DocumentApi(DocumentResource):
                 "name": document.name,
                 "created_from": document.created_from,
                 "created_by": document.created_by,
-                "created_at": int(document.created_at.timestamp()),
+                "created_at": document.created_at.timestamp(),
                 "tokens": document.tokens,
                 "indexing_status": document.indexing_status,
                 "completed_at": int(document.completed_at.timestamp()) if document.completed_at else None,
@@ -863,20 +821,19 @@ class DocumentApi(DocumentResource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/processing/<string:action>")
 class DocumentProcessingApi(DocumentResource):
-    @console_ns.doc("update_document_processing")
-    @console_ns.doc(description="Update document processing status (pause/resume)")
-    @console_ns.doc(
+    @api.doc("update_document_processing")
+    @api.doc(description="Update document processing status (pause/resume)")
+    @api.doc(
         params={"dataset_id": "Dataset ID", "document_id": "Document ID", "action": "Action to perform (pause/resume)"}
     )
-    @console_ns.response(200, "Processing status updated successfully")
-    @console_ns.response(404, "Document not found")
-    @console_ns.response(400, "Invalid action")
+    @api.response(200, "Processing status updated successfully")
+    @api.response(404, "Document not found")
+    @api.response(400, "Invalid action")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_rate_limit_check("knowledge")
     def patch(self, dataset_id, document_id, action: Literal["pause", "resume"]):
-        current_user, _ = current_account_with_tenant()
         dataset_id = str(dataset_id)
         document_id = str(document_id)
         document = self.get_document(dataset_id, document_id)
@@ -908,11 +865,11 @@ class DocumentProcessingApi(DocumentResource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/metadata")
 class DocumentMetadataApi(DocumentResource):
-    @console_ns.doc("update_document_metadata")
-    @console_ns.doc(description="Update document metadata")
-    @console_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("update_document_metadata")
+    @api.doc(description="Update document metadata")
+    @api.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
+    @api.expect(
+        api.model(
             "UpdateDocumentMetadataRequest",
             {
                 "doc_type": fields.String(description="Document type"),
@@ -920,14 +877,13 @@ class DocumentMetadataApi(DocumentResource):
             },
         )
     )
-    @console_ns.response(200, "Document metadata updated successfully")
-    @console_ns.response(404, "Document not found")
-    @console_ns.response(403, "Permission denied")
+    @api.response(200, "Document metadata updated successfully")
+    @api.response(404, "Document not found")
+    @api.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
     def put(self, dataset_id, document_id):
-        current_user, _ = current_account_with_tenant()
         dataset_id = str(dataset_id)
         document_id = str(document_id)
         document = self.get_document(dataset_id, document_id)
@@ -975,7 +931,6 @@ class DocumentStatusApi(DocumentResource):
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def patch(self, dataset_id, action: Literal["enable", "disable", "archive", "un_archive"]):
-        current_user, _ = current_account_with_tenant()
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
         if dataset is None:
@@ -1079,9 +1034,8 @@ class DocumentRetryApi(DocumentResource):
     def post(self, dataset_id):
         """retry document."""
 
-        parser = reqparse.RequestParser().add_argument(
-            "document_ids", type=list, required=True, nullable=False, location="json"
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("document_ids", type=list, required=True, nullable=False, location="json")
         args = parser.parse_args()
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -1123,14 +1077,14 @@ class DocumentRenameApi(DocumentResource):
     @marshal_with(document_fields)
     def post(self, dataset_id, document_id):
         # The role of the current user in the ta table must be admin, owner, editor, or dataset_operator
-        current_user, _ = current_account_with_tenant()
         if not current_user.is_dataset_editor:
             raise Forbidden()
         dataset = DatasetService.get_dataset(dataset_id)
         if not dataset:
             raise NotFound("Dataset not found.")
-        DatasetService.check_dataset_operator_permission(current_user, dataset)
-        parser = reqparse.RequestParser().add_argument("name", type=str, required=True, nullable=False, location="json")
+        DatasetService.check_dataset_operator_permission(cast(Account, current_user), dataset)
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
 
         try:
@@ -1148,7 +1102,6 @@ class WebsiteDocumentSyncApi(DocumentResource):
     @account_initialization_required
     def get(self, dataset_id, document_id):
         """sync website document."""
-        _, current_tenant_id = current_account_with_tenant()
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
         if not dataset:
@@ -1157,7 +1110,7 @@ class WebsiteDocumentSyncApi(DocumentResource):
         document = DocumentService.get_document(dataset.id, document_id)
         if not document:
             raise NotFound("Document not found.")
-        if document.tenant_id != current_tenant_id:
+        if document.tenant_id != current_user.current_tenant_id:
             raise Forbidden("No permission.")
         if document.data_source_type != "website_crawl":
             raise ValueError("Document is not a website document.")

api/controllers/console/datasets/datasets_segments.py

@@ -1,6 +1,7 @@
 import uuid
 
 from flask import request
+from flask_login import current_user
 from flask_restx import Resource, marshal, reqparse
 from sqlalchemy import select
 from werkzeug.exceptions import Forbidden, NotFound
@@ -26,7 +27,7 @@ from core.model_runtime.entities.model_entities import ModelType
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
 from fields.segment_fields import child_chunk_fields, segment_fields
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from models.dataset import ChildChunk, DocumentSegment
 from models.model import UploadFile
 from services.dataset_service import DatasetService, DocumentService, SegmentService
@@ -42,8 +43,6 @@ class DatasetDocumentSegmentListApi(Resource):
     @login_required
     @account_initialization_required
     def get(self, dataset_id, document_id):
-        current_user, current_tenant_id = current_account_with_tenant()
-
         dataset_id = str(dataset_id)
         document_id = str(document_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -60,15 +59,13 @@ class DatasetDocumentSegmentListApi(Resource):
         if not document:
             raise NotFound("Document not found.")
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("limit", type=int, default=20, location="args")
-            .add_argument("status", type=str, action="append", default=[], location="args")
-            .add_argument("hit_count_gte", type=int, default=None, location="args")
-            .add_argument("enabled", type=str, default="all", location="args")
-            .add_argument("keyword", type=str, default=None, location="args")
-            .add_argument("page", type=int, default=1, location="args")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("limit", type=int, default=20, location="args")
+        parser.add_argument("status", type=str, action="append", default=[], location="args")
+        parser.add_argument("hit_count_gte", type=int, default=None, location="args")
+        parser.add_argument("enabled", type=str, default="all", location="args")
+        parser.add_argument("keyword", type=str, default=None, location="args")
+        parser.add_argument("page", type=int, default=1, location="args")
 
         args = parser.parse_args()
 
@@ -82,7 +79,7 @@ class DatasetDocumentSegmentListApi(Resource):
             select(DocumentSegment)
             .where(
                 DocumentSegment.document_id == str(document_id),
-                DocumentSegment.tenant_id == current_tenant_id,
+                DocumentSegment.tenant_id == current_user.current_tenant_id,
             )
             .order_by(DocumentSegment.position.asc())
         )
@@ -118,8 +115,6 @@ class DatasetDocumentSegmentListApi(Resource):
     @account_initialization_required
     @cloud_edition_billing_rate_limit_check("knowledge")
     def delete(self, dataset_id, document_id):
-        current_user, _ = current_account_with_tenant()
-
         # check dataset
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -153,8 +148,6 @@ class DatasetDocumentSegmentApi(Resource):
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def patch(self, dataset_id, document_id, action):
-        current_user, current_tenant_id = current_account_with_tenant()
-
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
         if not dataset:
@@ -178,7 +171,7 @@ class DatasetDocumentSegmentApi(Resource):
             try:
                 model_manager = ModelManager()
                 model_manager.get_model_instance(
-                    tenant_id=current_tenant_id,
+                    tenant_id=current_user.current_tenant_id,
                     provider=dataset.embedding_model_provider,
                     model_type=ModelType.TEXT_EMBEDDING,
                     model=dataset.embedding_model,
@@ -211,8 +204,6 @@ class DatasetDocumentSegmentAddApi(Resource):
     @cloud_edition_billing_knowledge_limit_check("add_segment")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def post(self, dataset_id, document_id):
-        current_user, current_tenant_id = current_account_with_tenant()
-
         # check dataset
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -230,7 +221,7 @@ class DatasetDocumentSegmentAddApi(Resource):
             try:
                 model_manager = ModelManager()
                 model_manager.get_model_instance(
-                    tenant_id=current_tenant_id,
+                    tenant_id=current_user.current_tenant_id,
                     provider=dataset.embedding_model_provider,
                     model_type=ModelType.TEXT_EMBEDDING,
                     model=dataset.embedding_model,
@@ -246,12 +237,10 @@ class DatasetDocumentSegmentAddApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         # validate args
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("content", type=str, required=True, nullable=False, location="json")
-            .add_argument("answer", type=str, required=False, nullable=True, location="json")
-            .add_argument("keywords", type=list, required=False, nullable=True, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("content", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("answer", type=str, required=False, nullable=True, location="json")
+        parser.add_argument("keywords", type=list, required=False, nullable=True, location="json")
         args = parser.parse_args()
         SegmentService.segment_create_args_validate(args, document)
         segment = SegmentService.create_segment(args, document, dataset)
@@ -266,8 +255,6 @@ class DatasetDocumentSegmentUpdateApi(Resource):
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def patch(self, dataset_id, document_id, segment_id):
-        current_user, current_tenant_id = current_account_with_tenant()
-
         # check dataset
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -285,7 +272,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
             try:
                 model_manager = ModelManager()
                 model_manager.get_model_instance(
-                    tenant_id=current_tenant_id,
+                    tenant_id=current_user.current_tenant_id,
                     provider=dataset.embedding_model_provider,
                     model_type=ModelType.TEXT_EMBEDDING,
                     model=dataset.embedding_model,
@@ -300,7 +287,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -313,14 +300,12 @@ class DatasetDocumentSegmentUpdateApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         # validate args
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("content", type=str, required=True, nullable=False, location="json")
-            .add_argument("answer", type=str, required=False, nullable=True, location="json")
-            .add_argument("keywords", type=list, required=False, nullable=True, location="json")
-            .add_argument(
-                "regenerate_child_chunks", type=bool, required=False, nullable=True, default=False, location="json"
-            )
+        parser = reqparse.RequestParser()
+        parser.add_argument("content", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("answer", type=str, required=False, nullable=True, location="json")
+        parser.add_argument("keywords", type=list, required=False, nullable=True, location="json")
+        parser.add_argument(
+            "regenerate_child_chunks", type=bool, required=False, nullable=True, default=False, location="json"
         )
         args = parser.parse_args()
         SegmentService.segment_create_args_validate(args, document)
@@ -332,8 +317,6 @@ class DatasetDocumentSegmentUpdateApi(Resource):
     @account_initialization_required
     @cloud_edition_billing_rate_limit_check("knowledge")
     def delete(self, dataset_id, document_id, segment_id):
-        current_user, current_tenant_id = current_account_with_tenant()
-
         # check dataset
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -350,7 +333,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -378,8 +361,6 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
     @cloud_edition_billing_knowledge_limit_check("add_segment")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def post(self, dataset_id, document_id):
-        current_user, current_tenant_id = current_account_with_tenant()
-
         # check dataset
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -391,9 +372,8 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
         if not document:
             raise NotFound("Document not found.")
 
-        parser = reqparse.RequestParser().add_argument(
-            "upload_file_id", type=str, required=True, nullable=False, location="json"
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("upload_file_id", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
         upload_file_id = args["upload_file_id"]
 
@@ -416,7 +396,7 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
                 upload_file_id,
                 dataset_id,
                 document_id,
-                current_tenant_id,
+                current_user.current_tenant_id,
                 current_user.id,
             )
         except Exception as e:
@@ -447,8 +427,6 @@ class ChildChunkAddApi(Resource):
     @cloud_edition_billing_knowledge_limit_check("add_segment")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def post(self, dataset_id, document_id, segment_id):
-        current_user, current_tenant_id = current_account_with_tenant()
-
         # check dataset
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -463,7 +441,7 @@ class ChildChunkAddApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -475,7 +453,7 @@ class ChildChunkAddApi(Resource):
             try:
                 model_manager = ModelManager()
                 model_manager.get_model_instance(
-                    tenant_id=current_tenant_id,
+                    tenant_id=current_user.current_tenant_id,
                     provider=dataset.embedding_model_provider,
                     model_type=ModelType.TEXT_EMBEDDING,
                     model=dataset.embedding_model,
@@ -491,9 +469,8 @@ class ChildChunkAddApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         # validate args
-        parser = reqparse.RequestParser().add_argument(
-            "content", type=str, required=True, nullable=False, location="json"
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("content", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
         try:
             content = args["content"]
@@ -506,8 +483,6 @@ class ChildChunkAddApi(Resource):
     @login_required
     @account_initialization_required
     def get(self, dataset_id, document_id, segment_id):
-        _, current_tenant_id = current_account_with_tenant()
-
         # check dataset
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -524,17 +499,15 @@ class ChildChunkAddApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
             raise NotFound("Segment not found.")
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("limit", type=int, default=20, location="args")
-            .add_argument("keyword", type=str, default=None, location="args")
-            .add_argument("page", type=int, default=1, location="args")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("limit", type=int, default=20, location="args")
+        parser.add_argument("keyword", type=str, default=None, location="args")
+        parser.add_argument("page", type=int, default=1, location="args")
 
         args = parser.parse_args()
 
@@ -557,8 +530,6 @@ class ChildChunkAddApi(Resource):
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def patch(self, dataset_id, document_id, segment_id):
-        current_user, current_tenant_id = current_account_with_tenant()
-
         # check dataset
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -575,7 +546,7 @@ class ChildChunkAddApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -588,9 +559,8 @@ class ChildChunkAddApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         # validate args
-        parser = reqparse.RequestParser().add_argument(
-            "chunks", type=list, required=True, nullable=False, location="json"
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("chunks", type=list, required=True, nullable=False, location="json")
         args = parser.parse_args()
         try:
             chunks_data = args["chunks"]
@@ -610,8 +580,6 @@ class ChildChunkUpdateApi(Resource):
     @account_initialization_required
     @cloud_edition_billing_rate_limit_check("knowledge")
     def delete(self, dataset_id, document_id, segment_id, child_chunk_id):
-        current_user, current_tenant_id = current_account_with_tenant()
-
         # check dataset
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -628,7 +596,7 @@ class ChildChunkUpdateApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -639,7 +607,7 @@ class ChildChunkUpdateApi(Resource):
             db.session.query(ChildChunk)
             .where(
                 ChildChunk.id == str(child_chunk_id),
-                ChildChunk.tenant_id == current_tenant_id,
+                ChildChunk.tenant_id == current_user.current_tenant_id,
                 ChildChunk.segment_id == segment.id,
                 ChildChunk.document_id == document_id,
             )
@@ -666,8 +634,6 @@ class ChildChunkUpdateApi(Resource):
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def patch(self, dataset_id, document_id, segment_id, child_chunk_id):
-        current_user, current_tenant_id = current_account_with_tenant()
-
         # check dataset
         dataset_id = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id)
@@ -684,7 +650,7 @@ class ChildChunkUpdateApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -695,7 +661,7 @@ class ChildChunkUpdateApi(Resource):
             db.session.query(ChildChunk)
             .where(
                 ChildChunk.id == str(child_chunk_id),
-                ChildChunk.tenant_id == current_tenant_id,
+                ChildChunk.tenant_id == current_user.current_tenant_id,
                 ChildChunk.segment_id == segment.id,
                 ChildChunk.document_id == document_id,
             )
@@ -711,9 +677,8 @@ class ChildChunkUpdateApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         # validate args
-        parser = reqparse.RequestParser().add_argument(
-            "content", type=str, required=True, nullable=False, location="json"
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("content", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
         try:
             content = args["content"]

api/controllers/console/datasets/external.py

@@ -1,76 +1,23 @@
+from typing import cast
+
 from flask import request
+from flask_login import current_user
 from flask_restx import Resource, fields, marshal, reqparse
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.datasets.error import DatasetNameDuplicateError
-from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
-from fields.dataset_fields import (
-    dataset_detail_fields,
-    dataset_retrieval_model_fields,
-    doc_metadata_fields,
-    external_knowledge_info_fields,
-    external_retrieval_model_fields,
-    icon_info_fields,
-    keyword_setting_fields,
-    reranking_model_fields,
-    tag_fields,
-    vector_setting_fields,
-    weighted_score_fields,
-)
-from libs.login import current_account_with_tenant, login_required
+from controllers.console.wraps import account_initialization_required, setup_required
+from fields.dataset_fields import dataset_detail_fields
+from libs.login import login_required
+from models.account import Account
 from services.dataset_service import DatasetService
 from services.external_knowledge_service import ExternalDatasetService
 from services.hit_testing_service import HitTestingService
 from services.knowledge_service import ExternalDatasetTestService
 
 
-def _get_or_create_model(model_name: str, field_def):
-    existing = console_ns.models.get(model_name)
-    if existing is None:
-        existing = console_ns.model(model_name, field_def)
-    return existing
-
-
-def _build_dataset_detail_model():
-    keyword_setting_model = _get_or_create_model("DatasetKeywordSetting", keyword_setting_fields)
-    vector_setting_model = _get_or_create_model("DatasetVectorSetting", vector_setting_fields)
-
-    weighted_score_fields_copy = weighted_score_fields.copy()
-    weighted_score_fields_copy["keyword_setting"] = fields.Nested(keyword_setting_model)
-    weighted_score_fields_copy["vector_setting"] = fields.Nested(vector_setting_model)
-    weighted_score_model = _get_or_create_model("DatasetWeightedScore", weighted_score_fields_copy)
-
-    reranking_model = _get_or_create_model("DatasetRerankingModel", reranking_model_fields)
-
-    dataset_retrieval_model_fields_copy = dataset_retrieval_model_fields.copy()
-    dataset_retrieval_model_fields_copy["reranking_model"] = fields.Nested(reranking_model)
-    dataset_retrieval_model_fields_copy["weights"] = fields.Nested(weighted_score_model, allow_null=True)
-    dataset_retrieval_model = _get_or_create_model("DatasetRetrievalModel", dataset_retrieval_model_fields_copy)
-
-    tag_model = _get_or_create_model("Tag", tag_fields)
-    doc_metadata_model = _get_or_create_model("DatasetDocMetadata", doc_metadata_fields)
-    external_knowledge_info_model = _get_or_create_model("ExternalKnowledgeInfo", external_knowledge_info_fields)
-    external_retrieval_model = _get_or_create_model("ExternalRetrievalModel", external_retrieval_model_fields)
-    icon_info_model = _get_or_create_model("DatasetIconInfo", icon_info_fields)
-
-    dataset_detail_fields_copy = dataset_detail_fields.copy()
-    dataset_detail_fields_copy["retrieval_model_dict"] = fields.Nested(dataset_retrieval_model)
-    dataset_detail_fields_copy["tags"] = fields.List(fields.Nested(tag_model))
-    dataset_detail_fields_copy["external_knowledge_info"] = fields.Nested(external_knowledge_info_model)
-    dataset_detail_fields_copy["external_retrieval_model"] = fields.Nested(external_retrieval_model, allow_null=True)
-    dataset_detail_fields_copy["doc_metadata"] = fields.List(fields.Nested(doc_metadata_model))
-    dataset_detail_fields_copy["icon_info"] = fields.Nested(icon_info_model)
-    return _get_or_create_model("DatasetDetail", dataset_detail_fields_copy)
-
-
-try:
-    dataset_detail_model = console_ns.models["DatasetDetail"]
-except KeyError:
-    dataset_detail_model = _build_dataset_detail_model()
-
-
 def _validate_name(name: str) -> str:
     if not name or len(name) < 1 or len(name) > 100:
         raise ValueError("Name must be between 1 to 100 characters.")
@@ -79,27 +26,26 @@ def _validate_name(name: str) -> str:
 
 @console_ns.route("/datasets/external-knowledge-api")
 class ExternalApiTemplateListApi(Resource):
-    @console_ns.doc("get_external_api_templates")
-    @console_ns.doc(description="Get external knowledge API templates")
-    @console_ns.doc(
+    @api.doc("get_external_api_templates")
+    @api.doc(description="Get external knowledge API templates")
+    @api.doc(
         params={
             "page": "Page number (default: 1)",
             "limit": "Number of items per page (default: 20)",
             "keyword": "Search keyword",
         }
     )
-    @console_ns.response(200, "External API templates retrieved successfully")
+    @api.response(200, "External API templates retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
     def get(self):
-        _, current_tenant_id = current_account_with_tenant()
         page = request.args.get("page", default=1, type=int)
         limit = request.args.get("limit", default=20, type=int)
         search = request.args.get("keyword", default=None, type=str)
 
         external_knowledge_apis, total = ExternalDatasetService.get_external_knowledge_apis(
-            page, limit, current_tenant_id, search
+            page, limit, current_user.current_tenant_id, search
         )
         response = {
             "data": [item.to_dict() for item in external_knowledge_apis],
@@ -114,23 +60,20 @@ class ExternalApiTemplateListApi(Resource):
     @login_required
     @account_initialization_required
     def post(self):
-        current_user, current_tenant_id = current_account_with_tenant()
-        parser = (
-            reqparse.RequestParser()
-            .add_argument(
-                "name",
-                nullable=False,
-                required=True,
-                help="Name is required. Name must be between 1 to 100 characters.",
-                type=_validate_name,
-            )
-            .add_argument(
-                "settings",
-                type=dict,
-                location="json",
-                nullable=False,
-                required=True,
-            )
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "name",
+            nullable=False,
+            required=True,
+            help="Name is required. Name must be between 1 to 100 characters.",
+            type=_validate_name,
+        )
+        parser.add_argument(
+            "settings",
+            type=dict,
+            location="json",
+            nullable=False,
+            required=True,
         )
         args = parser.parse_args()
 
@@ -142,7 +85,7 @@ class ExternalApiTemplateListApi(Resource):
 
         try:
             external_knowledge_api = ExternalDatasetService.create_external_knowledge_api(
-                tenant_id=current_tenant_id, user_id=current_user.id, args=args
+                tenant_id=current_user.current_tenant_id, user_id=current_user.id, args=args
             )
         except services.errors.dataset.DatasetNameDuplicateError:
             raise DatasetNameDuplicateError()
@@ -152,11 +95,11 @@ class ExternalApiTemplateListApi(Resource):
 
 @console_ns.route("/datasets/external-knowledge-api/<uuid:external_knowledge_api_id>")
 class ExternalApiTemplateApi(Resource):
-    @console_ns.doc("get_external_api_template")
-    @console_ns.doc(description="Get external knowledge API template details")
-    @console_ns.doc(params={"external_knowledge_api_id": "External knowledge API ID"})
-    @console_ns.response(200, "External API template retrieved successfully")
-    @console_ns.response(404, "Template not found")
+    @api.doc("get_external_api_template")
+    @api.doc(description="Get external knowledge API template details")
+    @api.doc(params={"external_knowledge_api_id": "External knowledge API ID"})
+    @api.response(200, "External API template retrieved successfully")
+    @api.response(404, "Template not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -172,31 +115,28 @@ class ExternalApiTemplateApi(Resource):
     @login_required
     @account_initialization_required
     def patch(self, external_knowledge_api_id):
-        current_user, current_tenant_id = current_account_with_tenant()
         external_knowledge_api_id = str(external_knowledge_api_id)
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument(
-                "name",
-                nullable=False,
-                required=True,
-                help="type is required. Name must be between 1 to 100 characters.",
-                type=_validate_name,
-            )
-            .add_argument(
-                "settings",
-                type=dict,
-                location="json",
-                nullable=False,
-                required=True,
-            )
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "name",
+            nullable=False,
+            required=True,
+            help="type is required. Name must be between 1 to 100 characters.",
+            type=_validate_name,
+        )
+        parser.add_argument(
+            "settings",
+            type=dict,
+            location="json",
+            nullable=False,
+            required=True,
         )
         args = parser.parse_args()
         ExternalDatasetService.validate_api_list(args["settings"])
 
         external_knowledge_api = ExternalDatasetService.update_external_knowledge_api(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             user_id=current_user.id,
             external_knowledge_api_id=external_knowledge_api_id,
             args=args,
@@ -208,22 +148,22 @@ class ExternalApiTemplateApi(Resource):
     @login_required
     @account_initialization_required
     def delete(self, external_knowledge_api_id):
-        current_user, current_tenant_id = current_account_with_tenant()
         external_knowledge_api_id = str(external_knowledge_api_id)
 
-        if not (current_user.has_edit_permission or current_user.is_dataset_operator):
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not (current_user.is_editor or current_user.is_dataset_operator):
             raise Forbidden()
 
-        ExternalDatasetService.delete_external_knowledge_api(current_tenant_id, external_knowledge_api_id)
+        ExternalDatasetService.delete_external_knowledge_api(current_user.current_tenant_id, external_knowledge_api_id)
         return {"result": "success"}, 204
 
 
 @console_ns.route("/datasets/external-knowledge-api/<uuid:external_knowledge_api_id>/use-check")
 class ExternalApiUseCheckApi(Resource):
-    @console_ns.doc("check_external_api_usage")
-    @console_ns.doc(description="Check if external knowledge API is being used")
-    @console_ns.doc(params={"external_knowledge_api_id": "External knowledge API ID"})
-    @console_ns.response(200, "Usage check completed successfully")
+    @api.doc("check_external_api_usage")
+    @api.doc(description="Check if external knowledge API is being used")
+    @api.doc(params={"external_knowledge_api_id": "External knowledge API ID"})
+    @api.response(200, "Usage check completed successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -238,10 +178,10 @@ class ExternalApiUseCheckApi(Resource):
 
 @console_ns.route("/datasets/external")
 class ExternalDatasetCreateApi(Resource):
-    @console_ns.doc("create_external_dataset")
-    @console_ns.doc(description="Create external knowledge dataset")
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("create_external_dataset")
+    @api.doc(description="Create external knowledge dataset")
+    @api.expect(
+        api.model(
             "CreateExternalDatasetRequest",
             {
                 "external_knowledge_api_id": fields.String(required=True, description="External knowledge API ID"),
@@ -251,30 +191,29 @@ class ExternalDatasetCreateApi(Resource):
             },
         )
     )
-    @console_ns.response(201, "External dataset created successfully", dataset_detail_model)
-    @console_ns.response(400, "Invalid parameters")
-    @console_ns.response(403, "Permission denied")
+    @api.response(201, "External dataset created successfully", dataset_detail_fields)
+    @api.response(400, "Invalid parameters")
+    @api.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def post(self):
         # The role of the current user in the ta table must be admin, owner, or editor
-        current_user, current_tenant_id = current_account_with_tenant()
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("external_knowledge_api_id", type=str, required=True, nullable=False, location="json")
-            .add_argument("external_knowledge_id", type=str, required=True, nullable=False, location="json")
-            .add_argument(
-                "name",
-                nullable=False,
-                required=True,
-                help="name is required. Name must be between 1 to 100 characters.",
-                type=_validate_name,
-            )
-            .add_argument("description", type=str, required=False, nullable=True, location="json")
-            .add_argument("external_retrieval_model", type=dict, required=False, location="json")
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("external_knowledge_api_id", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("external_knowledge_id", type=str, required=True, nullable=False, location="json")
+        parser.add_argument(
+            "name",
+            nullable=False,
+            required=True,
+            help="name is required. Name must be between 1 to 100 characters.",
+            type=_validate_name,
         )
+        parser.add_argument("description", type=str, required=False, nullable=True, location="json")
+        parser.add_argument("external_retrieval_model", type=dict, required=False, location="json")
 
         args = parser.parse_args()
 
@@ -284,7 +223,7 @@ class ExternalDatasetCreateApi(Resource):
 
         try:
             dataset = ExternalDatasetService.create_external_dataset(
-                tenant_id=current_tenant_id,
+                tenant_id=current_user.current_tenant_id,
                 user_id=current_user.id,
                 args=args,
             )
@@ -296,11 +235,11 @@ class ExternalDatasetCreateApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/external-hit-testing")
 class ExternalKnowledgeHitTestingApi(Resource):
-    @console_ns.doc("test_external_knowledge_retrieval")
-    @console_ns.doc(description="Test external knowledge retrieval for dataset")
-    @console_ns.doc(params={"dataset_id": "Dataset ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("test_external_knowledge_retrieval")
+    @api.doc(description="Test external knowledge retrieval for dataset")
+    @api.doc(params={"dataset_id": "Dataset ID"})
+    @api.expect(
+        api.model(
             "ExternalHitTestingRequest",
             {
                 "query": fields.String(required=True, description="Query text for testing"),
@@ -309,14 +248,13 @@ class ExternalKnowledgeHitTestingApi(Resource):
             },
         )
     )
-    @console_ns.response(200, "External hit testing completed successfully")
-    @console_ns.response(404, "Dataset not found")
-    @console_ns.response(400, "Invalid parameters")
+    @api.response(200, "External hit testing completed successfully")
+    @api.response(404, "Dataset not found")
+    @api.response(400, "Invalid parameters")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self, dataset_id):
-        current_user, _ = current_account_with_tenant()
         dataset_id_str = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id_str)
         if dataset is None:
@@ -327,12 +265,10 @@ class ExternalKnowledgeHitTestingApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("query", type=str, location="json")
-            .add_argument("external_retrieval_model", type=dict, required=False, location="json")
-            .add_argument("metadata_filtering_conditions", type=dict, required=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("query", type=str, location="json")
+        parser.add_argument("external_retrieval_model", type=dict, required=False, location="json")
+        parser.add_argument("metadata_filtering_conditions", type=dict, required=False, location="json")
         args = parser.parse_args()
 
         HitTestingService.hit_testing_args_check(args)
@@ -341,7 +277,7 @@ class ExternalKnowledgeHitTestingApi(Resource):
             response = HitTestingService.external_retrieve(
                 dataset=dataset,
                 query=args["query"],
-                account=current_user,
+                account=cast(Account, current_user),
                 external_retrieval_model=args["external_retrieval_model"],
                 metadata_filtering_conditions=args["metadata_filtering_conditions"],
             )
@@ -354,10 +290,10 @@ class ExternalKnowledgeHitTestingApi(Resource):
 @console_ns.route("/test/retrieval")
 class BedrockRetrievalApi(Resource):
     # this api is only for internal testing
-    @console_ns.doc("bedrock_retrieval_test")
-    @console_ns.doc(description="Bedrock retrieval test (internal use only)")
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("bedrock_retrieval_test")
+    @api.doc(description="Bedrock retrieval test (internal use only)")
+    @api.expect(
+        api.model(
             "BedrockRetrievalTestRequest",
             {
                 "retrieval_setting": fields.Raw(required=True, description="Retrieval settings"),
@@ -366,19 +302,17 @@ class BedrockRetrievalApi(Resource):
             },
         )
     )
-    @console_ns.response(200, "Bedrock retrieval test completed")
+    @api.response(200, "Bedrock retrieval test completed")
     def post(self):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("retrieval_setting", nullable=False, required=True, type=dict, location="json")
-            .add_argument(
-                "query",
-                nullable=False,
-                required=True,
-                type=str,
-            )
-            .add_argument("knowledge_id", nullable=False, required=True, type=str)
+        parser = reqparse.RequestParser()
+        parser.add_argument("retrieval_setting", nullable=False, required=True, type=dict, location="json")
+        parser.add_argument(
+            "query",
+            nullable=False,
+            required=True,
+            type=str,
         )
+        parser.add_argument("knowledge_id", nullable=False, required=True, type=str)
         args = parser.parse_args()
 
         # Call the knowledge retrieval service

api/controllers/console/datasets/hit_testing.py

@@ -1,6 +1,6 @@
 from flask_restx import Resource, fields
 
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.datasets.hit_testing_base import DatasetsHitTestingBase
 from controllers.console.wraps import (
     account_initialization_required,
@@ -12,11 +12,11 @@ from libs.login import login_required
 
 @console_ns.route("/datasets/<uuid:dataset_id>/hit-testing")
 class HitTestingApi(Resource, DatasetsHitTestingBase):
-    @console_ns.doc("test_dataset_retrieval")
-    @console_ns.doc(description="Test dataset knowledge retrieval")
-    @console_ns.doc(params={"dataset_id": "Dataset ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("test_dataset_retrieval")
+    @api.doc(description="Test dataset knowledge retrieval")
+    @api.doc(params={"dataset_id": "Dataset ID"})
+    @api.expect(
+        api.model(
             "HitTestingRequest",
             {
                 "query": fields.String(required=True, description="Query text for testing"),
@@ -26,9 +26,9 @@ class HitTestingApi(Resource, DatasetsHitTestingBase):
             },
         )
     )
-    @console_ns.response(200, "Hit testing completed successfully")
-    @console_ns.response(404, "Dataset not found")
-    @console_ns.response(400, "Invalid parameters")
+    @api.response(200, "Hit testing completed successfully")
+    @api.response(404, "Dataset not found")
+    @api.response(400, "Invalid parameters")
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/datasets/hit_testing_base.py

@@ -1,5 +1,7 @@
 import logging
+from typing import cast
 
+from flask_login import current_user
 from flask_restx import marshal, reqparse
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
@@ -19,7 +21,6 @@ from core.errors.error import (
 )
 from core.model_runtime.errors.invoke import InvokeError
 from fields.hit_testing_fields import hit_testing_record_fields
-from libs.login import current_user
 from models.account import Account
 from services.dataset_service import DatasetService
 from services.hit_testing_service import HitTestingService
@@ -30,7 +31,6 @@ logger = logging.getLogger(__name__)
 class DatasetsHitTestingBase:
     @staticmethod
     def get_and_validate_dataset(dataset_id: str):
-        assert isinstance(current_user, Account)
         dataset = DatasetService.get_dataset(dataset_id)
         if dataset is None:
             raise NotFound("Dataset not found.")
@@ -48,22 +48,20 @@ class DatasetsHitTestingBase:
 
     @staticmethod
     def parse_args():
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("query", type=str, location="json")
-            .add_argument("retrieval_model", type=dict, required=False, location="json")
-            .add_argument("external_retrieval_model", type=dict, required=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+
+        parser.add_argument("query", type=str, location="json")
+        parser.add_argument("retrieval_model", type=dict, required=False, location="json")
+        parser.add_argument("external_retrieval_model", type=dict, required=False, location="json")
         return parser.parse_args()
 
     @staticmethod
     def perform_hit_testing(dataset, args):
-        assert isinstance(current_user, Account)
         try:
             response = HitTestingService.retrieve(
                 dataset=dataset,
                 query=args["query"],
-                account=current_user,
+                account=cast(Account, current_user),
                 retrieval_model=args["retrieval_model"],
                 external_retrieval_model=args["external_retrieval_model"],
                 limit=10,

api/controllers/console/datasets/metadata.py

@@ -1,12 +1,13 @@
 from typing import Literal
 
+from flask_login import current_user
 from flask_restx import Resource, marshal_with, reqparse
 from werkzeug.exceptions import NotFound
 
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, enterprise_license_required, setup_required
 from fields.dataset_fields import dataset_metadata_fields
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from services.dataset_service import DatasetService
 from services.entities.knowledge_entities.knowledge_entities import (
     MetadataArgs,
@@ -23,12 +24,9 @@ class DatasetMetadataCreateApi(Resource):
     @enterprise_license_required
     @marshal_with(dataset_metadata_fields)
     def post(self, dataset_id):
-        current_user, _ = current_account_with_tenant()
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("type", type=str, required=True, nullable=False, location="json")
-            .add_argument("name", type=str, required=True, nullable=False, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("type", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("name", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
         metadata_args = MetadataArgs.model_validate(args)
 
@@ -61,8 +59,8 @@ class DatasetMetadataApi(Resource):
     @enterprise_license_required
     @marshal_with(dataset_metadata_fields)
     def patch(self, dataset_id, metadata_id):
-        current_user, _ = current_account_with_tenant()
-        parser = reqparse.RequestParser().add_argument("name", type=str, required=True, nullable=False, location="json")
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
         name = args["name"]
 
@@ -81,7 +79,6 @@ class DatasetMetadataApi(Resource):
     @account_initialization_required
     @enterprise_license_required
     def delete(self, dataset_id, metadata_id):
-        current_user, _ = current_account_with_tenant()
         dataset_id_str = str(dataset_id)
         metadata_id_str = str(metadata_id)
         dataset = DatasetService.get_dataset(dataset_id_str)
@@ -111,7 +108,6 @@ class DatasetMetadataBuiltInFieldActionApi(Resource):
     @account_initialization_required
     @enterprise_license_required
     def post(self, dataset_id, action: Literal["enable", "disable"]):
-        current_user, _ = current_account_with_tenant()
         dataset_id_str = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id_str)
         if dataset is None:
@@ -132,16 +128,14 @@ class DocumentMetadataEditApi(Resource):
     @account_initialization_required
     @enterprise_license_required
     def post(self, dataset_id):
-        current_user, _ = current_account_with_tenant()
         dataset_id_str = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id_str)
         if dataset is None:
             raise NotFound("Dataset not found.")
         DatasetService.check_dataset_permission(dataset, current_user)
 
-        parser = reqparse.RequestParser().add_argument(
-            "operation_data", type=list, required=True, nullable=False, location="json"
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument("operation_data", type=list, required=True, nullable=False, location="json")
         args = parser.parse_args()
         metadata_args = MetadataOperationData.model_validate(args)
 

api/controllers/console/datasets/rag_pipeline/datasource_auth.py

@@ -1,15 +1,19 @@
 from flask import make_response, redirect, request
+from flask_login import current_user
 from flask_restx import Resource, reqparse
 from werkzeug.exceptions import Forbidden, NotFound
 
 from configs import dify_config
 from controllers.console import console_ns
-from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
+from controllers.console.wraps import (
+    account_initialization_required,
+    setup_required,
+)
 from core.model_runtime.errors.validate import CredentialsValidateFailedError
 from core.model_runtime.utils.encoders import jsonable_encoder
 from core.plugin.impl.oauth import OAuthHandler
 from libs.helper import StrLen
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from models.provider_ids import DatasourceProviderID
 from services.datasource_provider_service import DatasourceProviderService
 from services.plugin.oauth_service import OAuthProxyService
@@ -20,11 +24,11 @@ class DatasourcePluginOAuthAuthorizationUrl(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def get(self, provider_id: str):
-        current_user, current_tenant_id = current_account_with_tenant()
-
-        tenant_id = current_tenant_id
+        user = current_user
+        tenant_id = user.current_tenant_id
+        if not current_user.is_editor:
+            raise Forbidden()
 
         credential_id = request.args.get("credential_id")
         datasource_provider_id = DatasourceProviderID(provider_id)
@@ -48,7 +52,7 @@ class DatasourcePluginOAuthAuthorizationUrl(Resource):
         redirect_uri = f"{dify_config.CONSOLE_API_URL}/console/api/oauth/plugin/{provider_id}/datasource/callback"
         authorization_url_response = oauth_handler.get_authorization_url(
             tenant_id=tenant_id,
-            user_id=current_user.id,
+            user_id=user.id,
             plugin_id=plugin_id,
             provider=provider_name,
             redirect_uri=redirect_uri,
@@ -121,30 +125,27 @@ class DatasourceOAuthCallback(Resource):
         return redirect(f"{dify_config.CONSOLE_WEB_URL}/oauth-callback")
 
 
-parser_datasource = (
-    reqparse.RequestParser()
-    .add_argument("name", type=StrLen(max_length=100), required=False, nullable=True, location="json", default=None)
-    .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
-)
-
-
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>")
 class DatasourceAuth(Resource):
-    @console_ns.expect(parser_datasource)
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def post(self, provider_id: str):
-        _, current_tenant_id = current_account_with_tenant()
+        if not current_user.is_editor:
+            raise Forbidden()
 
-        args = parser_datasource.parse_args()
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "name", type=StrLen(max_length=100), required=False, nullable=True, location="json", default=None
+        )
+        parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json")
+        args = parser.parse_args()
         datasource_provider_id = DatasourceProviderID(provider_id)
         datasource_provider_service = DatasourceProviderService()
 
         try:
             datasource_provider_service.add_datasource_api_key_provider(
-                tenant_id=current_tenant_id,
+                tenant_id=current_user.current_tenant_id,
                 provider_id=datasource_provider_id,
                 credentials=args["credentials"],
                 name=args["name"],
@@ -159,39 +160,31 @@ class DatasourceAuth(Resource):
     def get(self, provider_id: str):
         datasource_provider_id = DatasourceProviderID(provider_id)
         datasource_provider_service = DatasourceProviderService()
-        _, current_tenant_id = current_account_with_tenant()
-
         datasources = datasource_provider_service.list_datasource_credentials(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             provider=datasource_provider_id.provider_name,
             plugin_id=datasource_provider_id.plugin_id,
         )
         return {"result": datasources}, 200
 
 
-parser_datasource_delete = reqparse.RequestParser().add_argument(
-    "credential_id", type=str, required=True, nullable=False, location="json"
-)
-
-
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/delete")
 class DatasourceAuthDeleteApi(Resource):
-    @console_ns.expect(parser_datasource_delete)
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def post(self, provider_id: str):
-        _, current_tenant_id = current_account_with_tenant()
-
         datasource_provider_id = DatasourceProviderID(provider_id)
         plugin_id = datasource_provider_id.plugin_id
         provider_name = datasource_provider_id.provider_name
-
-        args = parser_datasource_delete.parse_args()
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
         datasource_provider_service = DatasourceProviderService()
         datasource_provider_service.remove_datasource_credentials(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             auth_id=args["credential_id"],
             provider=provider_name,
             plugin_id=plugin_id,
@@ -199,30 +192,23 @@ class DatasourceAuthDeleteApi(Resource):
         return {"result": "success"}, 200
 
 
-parser_datasource_update = (
-    reqparse.RequestParser()
-    .add_argument("credentials", type=dict, required=False, nullable=True, location="json")
-    .add_argument("name", type=StrLen(max_length=100), required=False, nullable=True, location="json")
-    .add_argument("credential_id", type=str, required=True, nullable=False, location="json")
-)
-
-
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/update")
 class DatasourceAuthUpdateApi(Resource):
-    @console_ns.expect(parser_datasource_update)
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def post(self, provider_id: str):
-        _, current_tenant_id = current_account_with_tenant()
-
         datasource_provider_id = DatasourceProviderID(provider_id)
-        args = parser_datasource_update.parse_args()
-
+        parser = reqparse.RequestParser()
+        parser.add_argument("credentials", type=dict, required=False, nullable=True, location="json")
+        parser.add_argument("name", type=StrLen(max_length=100), required=False, nullable=True, location="json")
+        parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+        if not current_user.is_editor:
+            raise Forbidden()
         datasource_provider_service = DatasourceProviderService()
         datasource_provider_service.update_datasource_credentials(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             auth_id=args["credential_id"],
             provider=datasource_provider_id.provider_name,
             plugin_id=datasource_provider_id.plugin_id,
@@ -238,10 +224,10 @@ class DatasourceAuthListApi(Resource):
     @login_required
     @account_initialization_required
     def get(self):
-        _, current_tenant_id = current_account_with_tenant()
-
         datasource_provider_service = DatasourceProviderService()
-        datasources = datasource_provider_service.get_all_datasource_credentials(tenant_id=current_tenant_id)
+        datasources = datasource_provider_service.get_all_datasource_credentials(
+            tenant_id=current_user.current_tenant_id
+        )
         return {"result": jsonable_encoder(datasources)}, 200
 
 
@@ -251,35 +237,29 @@ class DatasourceHardCodeAuthListApi(Resource):
     @login_required
     @account_initialization_required
     def get(self):
-        _, current_tenant_id = current_account_with_tenant()
-
         datasource_provider_service = DatasourceProviderService()
-        datasources = datasource_provider_service.get_hard_code_datasource_credentials(tenant_id=current_tenant_id)
+        datasources = datasource_provider_service.get_hard_code_datasource_credentials(
+            tenant_id=current_user.current_tenant_id
+        )
         return {"result": jsonable_encoder(datasources)}, 200
 
 
-parser_datasource_custom = (
-    reqparse.RequestParser()
-    .add_argument("client_params", type=dict, required=False, nullable=True, location="json")
-    .add_argument("enable_oauth_custom_client", type=bool, required=False, nullable=True, location="json")
-)
-
-
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/custom-client")
 class DatasourceAuthOauthCustomClient(Resource):
-    @console_ns.expect(parser_datasource_custom)
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def post(self, provider_id: str):
-        _, current_tenant_id = current_account_with_tenant()
-
-        args = parser_datasource_custom.parse_args()
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("client_params", type=dict, required=False, nullable=True, location="json")
+        parser.add_argument("enable_oauth_custom_client", type=bool, required=False, nullable=True, location="json")
+        args = parser.parse_args()
         datasource_provider_id = DatasourceProviderID(provider_id)
         datasource_provider_service = DatasourceProviderService()
         datasource_provider_service.setup_oauth_custom_client_params(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             datasource_provider_id=datasource_provider_id,
             client_params=args.get("client_params", {}),
             enabled=args.get("enable_oauth_custom_client", False),
@@ -290,63 +270,52 @@ class DatasourceAuthOauthCustomClient(Resource):
     @login_required
     @account_initialization_required
     def delete(self, provider_id: str):
-        _, current_tenant_id = current_account_with_tenant()
-
         datasource_provider_id = DatasourceProviderID(provider_id)
         datasource_provider_service = DatasourceProviderService()
         datasource_provider_service.remove_oauth_custom_client_params(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             datasource_provider_id=datasource_provider_id,
         )
         return {"result": "success"}, 200
 
 
-parser_default = reqparse.RequestParser().add_argument("id", type=str, required=True, nullable=False, location="json")
-
-
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/default")
 class DatasourceAuthDefaultApi(Resource):
-    @console_ns.expect(parser_default)
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def post(self, provider_id: str):
-        _, current_tenant_id = current_account_with_tenant()
-
-        args = parser_default.parse_args()
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("id", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
         datasource_provider_id = DatasourceProviderID(provider_id)
         datasource_provider_service = DatasourceProviderService()
         datasource_provider_service.set_default_datasource_provider(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             datasource_provider_id=datasource_provider_id,
             credential_id=args["id"],
         )
         return {"result": "success"}, 200
 
 
-parser_update_name = (
-    reqparse.RequestParser()
-    .add_argument("name", type=StrLen(max_length=100), required=True, nullable=False, location="json")
-    .add_argument("credential_id", type=str, required=True, nullable=False, location="json")
-)
-
-
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/update-name")
 class DatasourceUpdateProviderNameApi(Resource):
-    @console_ns.expect(parser_update_name)
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def post(self, provider_id: str):
-        _, current_tenant_id = current_account_with_tenant()
-
-        args = parser_update_name.parse_args()
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=StrLen(max_length=100), required=True, nullable=False, location="json")
+        parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
         datasource_provider_id = DatasourceProviderID(provider_id)
         datasource_provider_service = DatasourceProviderService()
         datasource_provider_service.update_datasource_provider_name(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             datasource_provider_id=datasource_provider_id,
             name=args["name"],
             credential_id=args["credential_id"],

api/controllers/console/datasets/rag_pipeline/datasource_content_preview.py

@@ -1,7 +1,7 @@
 from flask_restx import (  # type: ignore
     Resource,  # type: ignore
+    reqparse,
 )
-from pydantic import BaseModel
 from werkzeug.exceptions import Forbidden
 
 from controllers.console import console_ns
@@ -12,21 +12,9 @@ from models import Account
 from models.dataset import Pipeline
 from services.rag_pipeline.rag_pipeline import RagPipelineService
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class Parser(BaseModel):
-    inputs: dict
-    datasource_type: str
-    credential_id: str | None = None
-
-
-console_ns.schema_model(Parser.__name__, Parser.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/preview")
 class DataSourceContentPreviewApi(Resource):
-    @console_ns.expect(console_ns.models[Parser.__name__], validate=True)
     @setup_required
     @login_required
     @account_initialization_required
@@ -38,10 +26,19 @@ class DataSourceContentPreviewApi(Resource):
         if not isinstance(current_user, Account):
             raise Forbidden()
 
-        args = Parser.model_validate(console_ns.payload)
+        parser = reqparse.RequestParser()
+        parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+        parser.add_argument("datasource_type", type=str, required=True, location="json")
+        parser.add_argument("credential_id", type=str, required=False, location="json")
+        args = parser.parse_args()
+
+        inputs = args.get("inputs")
+        if inputs is None:
+            raise ValueError("missing inputs")
+        datasource_type = args.get("datasource_type")
+        if datasource_type is None:
+            raise ValueError("missing datasource_type")
 
-        inputs = args.inputs
-        datasource_type = args.datasource_type
         rag_pipeline_service = RagPipelineService()
         preview_content = rag_pipeline_service.run_datasource_node_preview(
             pipeline=pipeline,
@@ -50,6 +47,6 @@ class DataSourceContentPreviewApi(Resource):
             account=current_user,
             datasource_type=datasource_type,
             is_published=True,
-            credential_id=args.credential_id,
+            credential_id=args.get("credential_id"),
         )
         return preview_content, 200

api/controllers/console/datasets/rag_pipeline/rag_pipeline.py

@@ -66,28 +66,26 @@ class CustomizedPipelineTemplateApi(Resource):
     @account_initialization_required
     @enterprise_license_required
     def patch(self, template_id: str):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument(
-                "name",
-                nullable=False,
-                required=True,
-                help="Name must be between 1 to 40 characters.",
-                type=_validate_name,
-            )
-            .add_argument(
-                "description",
-                type=_validate_description_length,
-                nullable=True,
-                required=False,
-                default="",
-            )
-            .add_argument(
-                "icon_info",
-                type=dict,
-                location="json",
-                nullable=True,
-            )
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "name",
+            nullable=False,
+            required=True,
+            help="Name must be between 1 to 40 characters.",
+            type=_validate_name,
+        )
+        parser.add_argument(
+            "description",
+            type=_validate_description_length,
+            nullable=True,
+            required=False,
+            default="",
+        )
+        parser.add_argument(
+            "icon_info",
+            type=dict,
+            location="json",
+            nullable=True,
         )
         args = parser.parse_args()
         pipeline_template_info = PipelineTemplateInfoEntity.model_validate(args)
@@ -125,28 +123,26 @@ class PublishCustomizedPipelineTemplateApi(Resource):
     @enterprise_license_required
     @knowledge_pipeline_publish_enabled
     def post(self, pipeline_id: str):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument(
-                "name",
-                nullable=False,
-                required=True,
-                help="Name must be between 1 to 40 characters.",
-                type=_validate_name,
-            )
-            .add_argument(
-                "description",
-                type=_validate_description_length,
-                nullable=True,
-                required=False,
-                default="",
-            )
-            .add_argument(
-                "icon_info",
-                type=dict,
-                location="json",
-                nullable=True,
-            )
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "name",
+            nullable=False,
+            required=True,
+            help="Name must be between 1 to 40 characters.",
+            type=_validate_name,
+        )
+        parser.add_argument(
+            "description",
+            type=_validate_description_length,
+            nullable=True,
+            required=False,
+            default="",
+        )
+        parser.add_argument(
+            "icon_info",
+            type=dict,
+            location="json",
+            nullable=True,
         )
         args = parser.parse_args()
         rag_pipeline_service = RagPipelineService()

api/controllers/console/datasets/rag_pipeline/rag_pipeline_datasets.py

@@ -1,3 +1,4 @@
+from flask_login import current_user
 from flask_restx import Resource, marshal, reqparse
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden
@@ -12,7 +13,7 @@ from controllers.console.wraps import (
 )
 from extensions.ext_database import db
 from fields.dataset_fields import dataset_detail_fields
-from libs.login import current_account_with_tenant, login_required
+from libs.login import login_required
 from models.dataset import DatasetPermissionEnum
 from services.dataset_service import DatasetPermissionService, DatasetService
 from services.entities.knowledge_entities.rag_pipeline_entities import IconInfo, RagPipelineDatasetCreateEntity
@@ -26,7 +27,9 @@ class CreateRagPipelineDatasetApi(Resource):
     @account_initialization_required
     @cloud_edition_billing_rate_limit_check("knowledge")
     def post(self):
-        parser = reqparse.RequestParser().add_argument(
+        parser = reqparse.RequestParser()
+
+        parser.add_argument(
             "yaml_content",
             type=str,
             nullable=False,
@@ -35,7 +38,7 @@ class CreateRagPipelineDatasetApi(Resource):
         )
 
         args = parser.parse_args()
-        current_user, current_tenant_id = current_account_with_tenant()
+
         # The role of the current user in the ta table must be admin, owner, or editor, or dataset_operator
         if not current_user.is_dataset_editor:
             raise Forbidden()
@@ -55,12 +58,12 @@ class CreateRagPipelineDatasetApi(Resource):
             with Session(db.engine) as session:
                 rag_pipeline_dsl_service = RagPipelineDslService(session)
                 import_info = rag_pipeline_dsl_service.create_rag_pipeline_dataset(
-                    tenant_id=current_tenant_id,
+                    tenant_id=current_user.current_tenant_id,
                     rag_pipeline_dataset_create_entity=rag_pipeline_dataset_create_entity,
                 )
             if rag_pipeline_dataset_create_entity.permission == "partial_members":
                 DatasetPermissionService.update_partial_member_list(
-                    current_tenant_id,
+                    current_user.current_tenant_id,
                     import_info["dataset_id"],
                     rag_pipeline_dataset_create_entity.partial_member_list,
                 )
@@ -78,12 +81,10 @@ class CreateEmptyRagPipelineDatasetApi(Resource):
     @cloud_edition_billing_rate_limit_check("knowledge")
     def post(self):
         # The role of the current user in the ta table must be admin, owner, or editor, or dataset_operator
-        current_user, current_tenant_id = current_account_with_tenant()
-
         if not current_user.is_dataset_editor:
             raise Forbidden()
         dataset = DatasetService.create_empty_rag_pipeline_dataset(
-            tenant_id=current_tenant_id,
+            tenant_id=current_user.current_tenant_id,
             rag_pipeline_dataset_create_entity=RagPipelineDatasetCreateEntity(
                 name="",
                 description="",

api/controllers/console/datasets/rag_pipeline/rag_pipeline_draft_variable.py

@@ -23,7 +23,7 @@ from extensions.ext_database import db
 from factories.file_factory import build_from_mapping, build_from_mappings
 from factories.variable_factory import build_segment_with_type
 from libs.login import current_user, login_required
-from models import Account
+from models.account import Account
 from models.dataset import Pipeline
 from models.workflow import WorkflowDraftVariable
 from services.rag_pipeline.rag_pipeline import RagPipelineService
@@ -33,18 +33,16 @@ logger = logging.getLogger(__name__)
 
 
 def _create_pagination_parser():
-    parser = (
-        reqparse.RequestParser()
-        .add_argument(
-            "page",
-            type=inputs.int_range(1, 100_000),
-            required=False,
-            default=1,
-            location="args",
-            help="the page of data requested",
-        )
-        .add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
+    parser = reqparse.RequestParser()
+    parser.add_argument(
+        "page",
+        type=inputs.int_range(1, 100_000),
+        required=False,
+        default=1,
+        location="args",
+        help="the page of data requested",
     )
+    parser.add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
     return parser
 
 
@@ -208,11 +206,10 @@ class RagPipelineVariableApi(Resource):
         #         "upload_file_id": "1602650a-4fe4-423c-85a2-af76c083e3c4"
         #     }
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument(self._PATCH_NAME_FIELD, type=str, required=False, nullable=True, location="json")
-            .add_argument(self._PATCH_VALUE_FIELD, type=lambda x: x, required=False, nullable=True, location="json")
-        )
+        parser = reqparse.RequestParser()
+        parser.add_argument(self._PATCH_NAME_FIELD, type=str, required=False, nullable=True, location="json")
+        # Parse 'value' field as-is to maintain its original data structure
+        parser.add_argument(self._PATCH_VALUE_FIELD, type=lambda x: x, required=False, nullable=True, location="json")
 
         draft_var_srv = WorkflowDraftVariableService(
             session=db.session(),