Merge remote-tracking branch 'origin/main' into feat/trigger

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

.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/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 threads -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

@@ -1,234 +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 - MCP
-api/core/mcp/ @Nov1c444
-api/core/entities/mcp_provider.py @Nov1c444
-api/services/tools/mcp_tools_manage_service.py @Nov1c444
-api/controllers/mcp/ @Nov1c444
-api/controllers/console/app/mcp_server.py @Nov1c444
-api/tests/**/*mcp* @Nov1c444
-
-# 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/ISSUE_TEMPLATE/refactor.yml

@@ -1,6 +1,8 @@
-name: "✨ Refactor or Chore"
-description: Refactor existing code or perform maintenance chores to improve readability and reliability.
-title: "[Refactor/Chore] "
+name: "✨ Refactor"
+description: Refactor existing code for improved readability and maintainability.
+title: "[Chore/Refactor] "
+labels:
+  - refactor
 body:
   - type: checkboxes
     attributes:
@@ -9,7 +11,7 @@ body:
       options:
         - label: I have read the [Contributing Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) and [Language Policy](https://github.com/langgenius/dify/issues/1542).
           required: true
-        - label: This is only for refactors or chores; if you would like to ask a question, please head to [Discussions](https://github.com/langgenius/dify/discussions/categories/general).
+        - label: This is only for refactoring, if you would like to ask a question, please head to [Discussions](https://github.com/langgenius/dify/discussions/categories/general).
           required: true
         - label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
           required: true
@@ -23,14 +25,14 @@ body:
     id: description
     attributes:
       label: Description
-      placeholder: "Describe the refactor or chore you are proposing."
+      placeholder: "Describe the refactor you are proposing."
     validations:
       required: true
   - type: textarea
     id: motivation
     attributes:
       label: Motivation
-      placeholder: "Explain why this refactor or chore is necessary."
+      placeholder: "Explain why this refactor is necessary."
     validations:
       required: false
   - type: textarea

.github/ISSUE_TEMPLATE/tracker.yml

@@ -0,0 +1,13 @@
+name: "👾 Tracker"
+description: For inner usages, please do not use this template.
+title: "[Tracker] "
+labels:
+  - tracker
+body:
+  - type: textarea
+    id: content
+    attributes:
+      label: Blockers
+      placeholder: "- [ ] ..."
+    validations:
+      required: true

.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

@@ -62,7 +62,7 @@ jobs:
           compose-file: |
             docker/docker-compose.middleware.yaml
           services: |
-            db_postgres
+            db
             redis
             sandbox
             ssrf_proxy

.github/workflows/autofix.yml

@@ -28,11 +28,6 @@ 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

.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/semantic-pull-request.yml

@@ -1,19 +0,0 @@
-name: Semantic Pull Request
-
-on:
-  pull_request:
-    types:
-      - opened
-      - edited
-      - reopened
-      - synchronize
-
-jobs:
-  lint:
-    name: Validate PR title
-    runs-on: ubuntu-latest
-    steps:
-      - name: Check title
-        uses: amannn/action-semantic-pull-request@v6.1.1
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/style.yml

@@ -106,7 +106,7 @@ jobs:
       - name: Web type check
         if: steps.changed-files.outputs.any_changed == 'true'
         working-directory: ./web
-        run: pnpm run type-check:tsgo
+        run: pnpm run type-check
 
   docker-compose-template:
     name: Docker Compose Template

.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

@@ -186,8 +186,6 @@ 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

.vscode/launch.json.template

@@ -37,7 +37,7 @@
                 "-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,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,priority_pipeline,pipeline",
                 "--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

@@ -24,8 +24,8 @@ The codebase is split into:
 
 ```bash
 cd web
+pnpm lint
 pnpm lint:fix
-pnpm type-check:tsgo
 pnpm test
 ```
 
@@ -39,7 +39,7 @@ pnpm test
 ## Language Style
 
 - **Python**: Keep type hints on functions and attributes, and implement relevant special methods (e.g., `__repr__`, `__str__`).
-- **TypeScript**: Use the strict config, rely on ESLint (`pnpm lint:fix` preferred) plus `pnpm type-check:tsgo`, and avoid `any` types.
+- **TypeScript**: Use the strict config, lean on ESLint + Prettier workflows, and avoid `any` types.
 
 ## General Practices
 

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">
@@ -139,19 +133,6 @@ Star Dify on GitHub and be instantly notified of new releases.
 
 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).
 
-#### Customizing Suggested Questions
-
-You can now customize the "Suggested Questions After Answer" feature to better fit your use case. For example, to generate longer, more technical questions:
-
-```bash
-# In your .env file
-SUGGESTED_QUESTIONS_PROMPT='Please help me predict the five most likely technical follow-up questions a developer would ask. Focus on implementation details, best practices, and architecture considerations. Keep each question between 40-60 characters. Output must be JSON array: ["question1","question2","question3","question4","question5"]'
-SUGGESTED_QUESTIONS_MAX_TOKENS=512
-SUGGESTED_QUESTIONS_TEMPERATURE=0.3
-```
-
-See the [Suggested Questions Configuration Guide](docs/suggested-questions-configuration.md) for detailed examples and usage instructions.
-
 ### 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.

api/.env.example

@@ -72,15 +72,12 @@ 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 +159,12 @@ 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.
+# Set COOKIE_DOMAIN when the console frontend and API are on different subdomains.
+# Provide the registrable 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 +174,6 @@ 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
@@ -354,6 +340,15 @@ LINDORM_PASSWORD=admin
 LINDORM_USING_UGC=True
 LINDORM_QUERY_TIMEOUT=1
 
+# 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
+
 # AlibabaCloud MySQL Vector configuration
 ALIBABACLOUD_MYSQL_HOST=127.0.0.1
 ALIBABACLOUD_MYSQL_PORT=3306
@@ -540,7 +535,6 @@ 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
@@ -633,30 +627,8 @@ SWAGGER_UI_PATH=/swagger-ui.html
 # Set to false to export dataset IDs as plain text for easier cross-environment import
 DSL_EXPORT_ENCRYPT_DATASET_ID=true
 
-# Suggested Questions After Answer Configuration
-# These environment variables allow customization of the suggested questions feature
-#
-# Custom prompt for generating suggested questions (optional)
-# If not set, uses the default prompt that generates 3 questions under 20 characters each
-# Example: "Please help me predict the five most likely technical follow-up questions a developer would ask. Focus on implementation details, best practices, and architecture considerations. Keep each question between 40-60 characters. Output must be JSON array: [\"question1\",\"question2\",\"question3\",\"question4\",\"question5\"]"
-# SUGGESTED_QUESTIONS_PROMPT=
-
-# Maximum number of tokens for suggested questions generation (default: 256)
-# Adjust this value for longer questions or more questions
-# SUGGESTED_QUESTIONS_MAX_TOKENS=256
-
-# Temperature for suggested questions generation (default: 0.0)
-# Higher values (0.5-1.0) produce more creative questions, lower values (0.0-0.3) produce more focused questions
-# SUGGESTED_QUESTIONS_TEMPERATURE=0
-
 # 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
-
-# Multimodal knowledgebase limit
-SINGLE_CHUNK_ATTACHMENT_LIMIT=10
-ATTACHMENT_IMAGE_FILE_SIZE_LIMIT=2
-ATTACHMENT_IMAGE_DOWNLOAD_TIMEOUT=60
-IMAGE_FILE_BATCH_LIMIT=10

api/.importlinter

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

api/.ruff.toml

@@ -36,20 +36,17 @@ select = [
     "UP",      # pyupgrade rules
     "W191",    # tab-indentation
     "W605",    # invalid-escape-sequence
-    "G001",    # don't use str format to logging messages
-    "G003",    # don't use + in logging messages
-    "G004",    # don't use f-strings to format logging messages
-    "UP042",   # use StrEnum,
-    "S110",    # disallow the try-except-pass pattern.
-
     # security related linting rules
     # RCE proctection (sort of)
     "S102", # exec-builtin, disallow use of `exec`
     "S307", # suspicious-eval-usage, disallow use of `eval` and `ast.literal_eval`
     "S301", # suspicious-pickle-usage, disallow use of `pickle` and its wrappers.
     "S302", # suspicious-marshal-usage, disallow use of `marshal` module
-    "S311", # suspicious-non-cryptographic-random-usage,
-
+    "S311", # suspicious-non-cryptographic-random-usage
+    "G001", # don't use str format to logging messages
+    "G003", # don't use + in logging messages
+    "G004", # don't use f-strings to format logging messages
+    "UP042", # use StrEnum
 ]
 
 ignore = [
@@ -94,16 +91,18 @@ ignore = [
 "configs/*" = [
     "N802", # invalid-function-name
 ]
-"core/model_runtime/callbacks/base_callback.py" = ["T201"]
-"core/workflow/callbacks/workflow_logging_callback.py" = ["T201"]
+"core/model_runtime/callbacks/base_callback.py" = [
+    "T201",
+]
+"core/workflow/callbacks/workflow_logging_callback.py" = [
+    "T201",
+]
 "libs/gmpy2_pkcs10aep_cipher.py" = [
     "N803", # invalid-argument-name
 ]
 "tests/*" = [
     "F811", # redefined-while-unused
-    "T201", # allow print in tests,
-    "S110", # allow ignoring exceptions in tests code (currently)
-
+    "T201", # allow print in tests
 ]
 
 [lint.pyflakes]

api/Dockerfile

@@ -48,12 +48,6 @@ 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
@@ -63,7 +57,7 @@ RUN \
         # for gmpy2 \
         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 +69,24 @@ 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 threads -c 2 --loglevel INFO -Q dataset,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,priority_pipeline,pipeline
 ```
 
 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/app_factory.py

@@ -1,8 +1,6 @@
 import logging
 import time
 
-from opentelemetry.trace import get_current_span
-
 from configs import dify_config
 from contexts.wrapper import RecyclableContextVar
 from dify_app import DifyApp
@@ -20,7 +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
@@ -28,25 +25,8 @@ def create_flask_app_with_configs() -> DifyApp:
         # add an unique identifier to each request
         RecyclableContextVar.increment_thread_recycles()
 
-    # add after request hook for injecting X-Trace-Id header from OpenTelemetry span context
-    @dify_app.after_request
-    def add_trace_id_header(response):
-        try:
-            span = get_current_span()
-            ctx = span.get_span_context() if span else None
-            if ctx and ctx.is_valid:
-                trace_id_hex = format(ctx.trace_id, "032x")
-                # Avoid duplicates if some middleware added it
-                if "X-Trace-Id" not in response.headers:
-                    response.headers["X-Trace-Id"] = trace_id_hex
-        except Exception:
-            # Never break the response due to tracing header injection
-            logger.warning("Failed to add trace ID to response header", exc_info=True)
-        return response
-
     # Capture the decorator's return value to avoid pyright reportUnusedFunction
     _ = before_request
-    _ = add_trace_id_header
 
     return dify_app
 
@@ -70,7 +50,6 @@ def initialize_extensions(app: DifyApp):
         ext_commands,
         ext_compress,
         ext_database,
-        ext_forward_refs,
         ext_hosting_provider,
         ext_import_modules,
         ext_logging,
@@ -95,7 +74,6 @@ 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

@@ -1139,7 +1139,6 @@ def remove_orphaned_files_on_storage(force: bool):
         click.echo(click.style(f"Found {len(all_files_in_tables)} files in tables.", fg="white"))
     except Exception as e:
         click.echo(click.style(f"Error fetching keys: {str(e)}", fg="red"))
-        return
 
     all_files_on_storage = []
     for storage_path in storage_paths:

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):
@@ -360,26 +360,6 @@ class FileUploadConfig(BaseSettings):
         default=10,
     )
 
-    IMAGE_FILE_BATCH_LIMIT: PositiveInt = Field(
-        description="Maximum number of files allowed in a image batch upload operation",
-        default=10,
-    )
-
-    SINGLE_CHUNK_ATTACHMENT_LIMIT: PositiveInt = Field(
-        description="Maximum number of files allowed in a single chunk attachment",
-        default=10,
-    )
-
-    ATTACHMENT_IMAGE_FILE_SIZE_LIMIT: NonNegativeInt = Field(
-        description="Maximum allowed image file size for attachments in megabytes",
-        default=2,
-    )
-
-    ATTACHMENT_IMAGE_DOWNLOAD_TIMEOUT: NonNegativeInt = Field(
-        description="Timeout for downloading image attachments in seconds",
-        default=60,
-    )
-
     inner_UPLOAD_FILE_EXTENSION_BLACKLIST: str = Field(
         description=(
             "Comma-separated list of file extensions that are blocked from upload. "
@@ -573,10 +553,7 @@ class LoggingConfig(BaseSettings):
 
     LOG_FORMAT: str = Field(
         description="Format string for log messages",
-        default=(
-            "%(asctime)s.%(msecs)03d %(levelname)s [%(threadName)s] "
-            "[%(filename)s:%(lineno)d] %(trace_id)s - %(message)s"
-        ),
+        default="%(asctime)s.%(msecs)03d %(levelname)s [%(threadName)s] [%(filename)s:%(lineno)d] - %(message)s",
     )
 
     LOG_DATEFORMAT: str | None = Field(
@@ -1109,7 +1086,7 @@ class CeleryScheduleTasksConfig(BaseSettings):
     )
     TRIGGER_PROVIDER_CREDENTIAL_THRESHOLD_SECONDS: int = Field(
         description="Proactive credential refresh threshold in seconds",
-        default=60 * 60,
+        default=180,
     )
     TRIGGER_PROVIDER_SUBSCRIPTION_THRESHOLD_SECONDS: int = Field(
         description="Proactive subscription refresh threshold in seconds",

api/configs/middleware/__init__.py

@@ -105,12 +105,6 @@ 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",
@@ -146,10 +140,10 @@ 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]
     @property
@@ -210,15 +204,15 @@ class DatabaseConfig(BaseSettings):
         # 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,

api/configs/middleware/vdb/weaviate_config.py

@@ -31,8 +31,3 @@ class WeaviateConfig(BaseSettings):
         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/controllers/common/schema.py

@@ -1,26 +0,0 @@
-"""Helpers for registering Pydantic models with Flask-RESTX namespaces."""
-
-from flask_restx import Namespace
-from pydantic import BaseModel
-
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-def register_schema_model(namespace: Namespace, model: type[BaseModel]) -> None:
-    """Register a single BaseModel with a namespace for Swagger documentation."""
-
-    namespace.schema_model(model.__name__, model.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-
-def register_schema_models(namespace: Namespace, *models: type[BaseModel]) -> None:
-    """Register multiple BaseModels with a namespace."""
-
-    for model in models:
-        register_schema_model(namespace, model)
-
-
-__all__ = [
-    "DEFAULT_REF_TEMPLATE_SWAGGER_2_0",
-    "register_schema_model",
-    "register_schema_models",
-]

api/controllers/console/admin.py

@@ -3,8 +3,7 @@ from functools import wraps
 from typing import ParamSpec, TypeVar
 
 from flask import request
-from flask_restx import Resource
-from pydantic import BaseModel, Field, field_validator
+from flask_restx import Resource, fields, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import NotFound, Unauthorized
@@ -13,36 +12,12 @@ 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
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class InsertExploreAppPayload(BaseModel):
-    app_id: str = Field(...)
-    desc: str | None = None
-    copyright: str | None = None
-    privacy_policy: str | None = None
-    custom_disclaimer: str | None = None
-    language: str = Field(...)
-    category: str = Field(...)
-    position: int = Field(...)
-
-    @field_validator("language")
-    @classmethod
-    def validate_language(cls, value: str) -> str:
-        return supported_language(value)
-
-
-console_ns.schema_model(
-    InsertExploreAppPayload.__name__,
-    InsertExploreAppPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
-
 
 def admin_required(view: Callable[P, R]):
     @wraps(view)
@@ -63,36 +38,61 @@ 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.models[InsertExploreAppPayload.__name__])
-    @console_ns.response(200, "App updated successfully")
-    @console_ns.response(201, "App inserted successfully")
-    @console_ns.response(404, "App not found")
+    @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"),
+                "desc": fields.String(description="App description"),
+                "copyright": fields.String(description="Copyright information"),
+                "privacy_policy": fields.String(description="Privacy policy"),
+                "custom_disclaimer": fields.String(description="Custom disclaimer"),
+                "language": fields.String(required=True, description="Language code"),
+                "category": fields.String(required=True, description="App category"),
+                "position": fields.Integer(required=True, description="Display position"),
+            },
+        )
+    )
+    @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):
-        payload = InsertExploreAppPayload.model_validate(console_ns.payload)
+        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")
+        )
+        args = parser.parse_args()
 
-        app = db.session.execute(select(App).where(App.id == payload.app_id)).scalar_one_or_none()
+        app = db.session.execute(select(App).where(App.id == args["app_id"])).scalar_one_or_none()
         if not app:
-            raise NotFound(f"App '{payload.app_id}' is not found")
+            raise NotFound(f"App '{args['app_id']}' is not found")
 
         site = app.site
         if not site:
-            desc = payload.desc or ""
-            copy_right = payload.copyright or ""
-            privacy_policy = payload.privacy_policy or ""
-            custom_disclaimer = payload.custom_disclaimer or ""
+            desc = args["desc"] or ""
+            copy_right = args["copyright"] or ""
+            privacy_policy = args["privacy_policy"] or ""
+            custom_disclaimer = args["custom_disclaimer"] or ""
         else:
-            desc = site.description or payload.desc or ""
-            copy_right = site.copyright or payload.copyright or ""
-            privacy_policy = site.privacy_policy or payload.privacy_policy or ""
-            custom_disclaimer = site.custom_disclaimer or payload.custom_disclaimer or ""
+            desc = site.description or args["desc"] or ""
+            copy_right = site.copyright or args["copyright"] or ""
+            privacy_policy = site.privacy_policy or args["privacy_policy"] or ""
+            custom_disclaimer = site.custom_disclaimer or args["custom_disclaimer"] or ""
 
         with Session(db.engine) as session:
             recommended_app = session.execute(
-                select(RecommendedApp).where(RecommendedApp.app_id == payload.app_id)
+                select(RecommendedApp).where(RecommendedApp.app_id == args["app_id"])
             ).scalar_one_or_none()
 
             if not recommended_app:
@@ -102,9 +102,9 @@ class InsertExploreAppListApi(Resource):
                     copyright=copy_right,
                     privacy_policy=privacy_policy,
                     custom_disclaimer=custom_disclaimer,
-                    language=payload.language,
-                    category=payload.category,
-                    position=payload.position,
+                    language=args["language"],
+                    category=args["category"],
+                    position=args["position"],
                 )
 
                 db.session.add(recommended_app)
@@ -118,9 +118,9 @@ class InsertExploreAppListApi(Resource):
                 recommended_app.copyright = copy_right
                 recommended_app.privacy_policy = privacy_policy
                 recommended_app.custom_disclaimer = custom_disclaimer
-                recommended_app.language = payload.language
-                recommended_app.category = payload.category
-                recommended_app.position = payload.position
+                recommended_app.language = args["language"]
+                recommended_app.category = args["category"]
+                recommended_app.position = args["position"]
 
                 app.is_public = True
 
@@ -131,10 +131,10 @@ 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):

api/controllers/console/apikey.py

@@ -11,7 +11,7 @@ from libs.login import current_account_with_tenant, login_required
 from models.dataset import Dataset
 from models.model import ApiToken, App
 
-from . import console_ns
+from . import api, console_ns
 from .wraps import account_initialization_required, edit_permission_required, setup_required
 
 api_key_fields = {
@@ -24,12 +24,6 @@ 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:
@@ -58,7 +52,7 @@ 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)
@@ -72,7 +66,7 @@ class BaseApiKeyListResource(Resource):
         ).all()
         return {"items": keys}
 
-    @marshal_with(api_key_item_model)
+    @marshal_with(api_key_fields)
     @edit_permission_required
     def post(self, resource_id):
         assert self.resource_id_field is not None, "resource_id_field must be set"
@@ -110,11 +104,14 @@ 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"
+        resource_id = str(resource_id)
+        api_key_id = str(api_key_id)
         current_user, current_tenant_id = current_account_with_tenant()
         _get_resource(resource_id, 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()
 
@@ -139,20 +136,20 @@ 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)
 
@@ -164,10 +161,10 @@ 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)
@@ -179,20 +176,20 @@ 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)
 
@@ -204,10 +201,10 @@ 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)

api/controllers/console/app/advanced_prompt_template.py

@@ -1,39 +1,37 @@
-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()
+            .add_argument("app_mode", type=str, required=True, location="args")
+            .add_argument("model_mode", type=str, required=True, location="args")
+            .add_argument("has_context", type=str, required=False, default="true", location="args")
+            .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

@@ -1,8 +1,6 @@
-from flask import request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field, field_validator
+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
@@ -10,40 +8,31 @@ from libs.login import login_required
 from models.model import AppMode
 from services.agent_service import AgentService
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class AgentLogQuery(BaseModel):
-    message_id: str = Field(..., description="Message UUID")
-    conversation_id: str = Field(..., description="Conversation UUID")
-
-    @field_validator("message_id", "conversation_id")
-    @classmethod
-    def validate_uuid(cls, value: str) -> str:
-        return uuid_value(value)
-
-
-console_ns.schema_model(
-    AgentLogQuery.__name__, AgentLogQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
-)
-
 
 @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(console_ns.models[AgentLogQuery.__name__])
-    @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"""
-        args = AgentLogQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("message_id", type=uuid_value, required=True, location="args")
+            .add_argument("conversation_id", type=uuid_value, required=True, location="args")
+        )
 
-        return AgentService.get_agent_logs(app_model, args.conversation_id, args.message_id)
+        args = parser.parse_args()
+
+        return AgentService.get_agent_logs(app_model, args["conversation_id"], args["message_id"])

api/controllers/console/app/annotation.py

@@ -1,11 +1,10 @@
-from typing import Any, Literal
+from typing import Literal
 
 from flask import request
-from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel, Field, field_validator
+from flask_restx import Resource, fields, marshal, marshal_with, reqparse
 
 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,
@@ -16,87 +15,29 @@ 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
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class AnnotationReplyPayload(BaseModel):
-    score_threshold: float = Field(..., description="Score threshold for annotation matching")
-    embedding_provider_name: str = Field(..., description="Embedding provider name")
-    embedding_model_name: str = Field(..., description="Embedding model name")
-
-
-class AnnotationSettingUpdatePayload(BaseModel):
-    score_threshold: float = Field(..., description="Score threshold")
-
-
-class AnnotationListQuery(BaseModel):
-    page: int = Field(default=1, ge=1, description="Page number")
-    limit: int = Field(default=20, ge=1, description="Page size")
-    keyword: str = Field(default="", description="Search keyword")
-
-
-class CreateAnnotationPayload(BaseModel):
-    message_id: str | None = Field(default=None, description="Message ID")
-    question: str | None = Field(default=None, description="Question text")
-    answer: str | None = Field(default=None, description="Answer text")
-    content: str | None = Field(default=None, description="Content text")
-    annotation_reply: dict[str, Any] | None = Field(default=None, description="Annotation reply data")
-
-    @field_validator("message_id")
-    @classmethod
-    def validate_message_id(cls, value: str | None) -> str | None:
-        if value is None:
-            return value
-        return uuid_value(value)
-
-
-class UpdateAnnotationPayload(BaseModel):
-    question: str | None = None
-    answer: str | None = None
-    content: str | None = None
-    annotation_reply: dict[str, Any] | None = None
-
-
-class AnnotationReplyStatusQuery(BaseModel):
-    action: Literal["enable", "disable"]
-
-
-class AnnotationFilePayload(BaseModel):
-    message_id: str = Field(..., description="Message ID")
-
-    @field_validator("message_id")
-    @classmethod
-    def validate_message_id(cls, value: str) -> str:
-        return uuid_value(value)
-
-
-def reg(model: type[BaseModel]) -> None:
-    console_ns.schema_model(model.__name__, model.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-
-reg(AnnotationReplyPayload)
-reg(AnnotationSettingUpdatePayload)
-reg(AnnotationListQuery)
-reg(CreateAnnotationPayload)
-reg(UpdateAnnotationPayload)
-reg(AnnotationReplyStatusQuery)
-reg(AnnotationFilePayload)
-
 
 @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.models[AnnotationReplyPayload.__name__])
-    @console_ns.response(200, "Action completed successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @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"),
+                "embedding_provider_name": fields.String(required=True, description="Embedding provider name"),
+                "embedding_model_name": fields.String(required=True, description="Embedding model name"),
+            },
+        )
+    )
+    @api.response(200, "Action completed successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
@@ -104,9 +45,15 @@ class AnnotationReplyActionApi(Resource):
     @edit_permission_required
     def post(self, app_id, action: Literal["enable", "disable"]):
         app_id = str(app_id)
-        args = AnnotationReplyPayload.model_validate(console_ns.payload)
+        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")
+        )
+        args = parser.parse_args()
         if action == "enable":
-            result = AppAnnotationService.enable_app_annotation(args.model_dump(), app_id)
+            result = AppAnnotationService.enable_app_annotation(args, app_id)
         elif action == "disable":
             result = AppAnnotationService.disable_app_annotation(app_id)
         return result, 200
@@ -114,11 +61,11 @@ 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
@@ -131,12 +78,21 @@ 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.models[AnnotationSettingUpdatePayload.__name__])
-    @console_ns.response(200, "Settings updated successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @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"),
+                "embedding_provider_name": fields.String(required=True, description="Embedding provider"),
+                "embedding_model_name": fields.String(required=True, description="Embedding model"),
+            },
+        )
+    )
+    @api.response(200, "Settings updated successfully")
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
@@ -145,19 +101,20 @@ class AppAnnotationSettingUpdateApi(Resource):
         app_id = str(app_id)
         annotation_setting_id = str(annotation_setting_id)
 
-        args = AnnotationSettingUpdatePayload.model_validate(console_ns.payload)
+        parser = reqparse.RequestParser().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.model_dump())
+        result = AppAnnotationService.update_app_annotation_setting(app_id, annotation_setting_id, args)
         return result, 200
 
 
 @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
@@ -181,21 +138,25 @@ 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.models[AnnotationListQuery.__name__])
-    @console_ns.response(200, "Annotations retrieved successfully")
-    @console_ns.response(403, "Insufficient permissions")
+    @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")
+    )
+    @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):
-        args = AnnotationListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-        page = args.page
-        limit = args.limit
-        keyword = args.keyword
+        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)
 
         app_id = str(app_id)
         annotation_list, total = AppAnnotationService.get_annotation_list_by_app_id(app_id, page, limit, keyword)
@@ -208,12 +169,23 @@ 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.models[CreateAnnotationPayload.__name__])
-    @console_ns.response(201, "Annotation created successfully", build_annotation_model(console_ns))
-    @console_ns.response(403, "Insufficient permissions")
+    @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')"),
+                "annotation_reply": fields.Raw(description="Annotation reply data"),
+            },
+        )
+    )
+    @api.response(201, "Annotation created successfully", annotation_fields)
+    @api.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
@@ -222,9 +194,16 @@ class AnnotationApi(Resource):
     @edit_permission_required
     def post(self, app_id):
         app_id = str(app_id)
-        args = CreateAnnotationPayload.model_validate(console_ns.payload)
-        data = args.model_dump(exclude_none=True)
-        annotation = AppAnnotationService.up_insert_app_annotation_from_message(data, 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")
+        )
+        args = parser.parse_args()
+        annotation = AppAnnotationService.up_insert_app_annotation_from_message(args, app_id)
         return annotation
 
     @setup_required
@@ -256,15 +235,11 @@ 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
@@ -278,13 +253,12 @@ class AnnotationExportApi(Resource):
 
 @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(console_ns.models[UpdateAnnotationPayload.__name__])
+    @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
@@ -294,10 +268,13 @@ class AnnotationUpdateDeleteApi(Resource):
     def post(self, app_id, annotation_id):
         app_id = str(app_id)
         annotation_id = str(annotation_id)
-        args = UpdateAnnotationPayload.model_validate(console_ns.payload)
-        annotation = AppAnnotationService.update_app_annotation_directly(
-            args.model_dump(exclude_none=True), app_id, annotation_id
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("question", required=True, type=str, location="json")
+            .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
 
     @setup_required
@@ -313,12 +290,12 @@ 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
@@ -343,11 +320,11 @@ 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
@@ -370,27 +347,18 @@ 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

api/controllers/console/app/app.py

@@ -1,266 +1,54 @@
 import uuid
-from typing import Literal
 
-from flask import request
-from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel, Field, field_validator
+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 fields.app_fields import app_detail_fields, app_detail_fields_with_site, app_pagination_fields
 from libs.login import current_account_with_tenant, login_required
-from models import App, Workflow
+from libs.validators import validate_description_length
+from models import 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)", max_length=400)
-    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")
-
-
-class UpdateAppPayload(BaseModel):
-    name: str = Field(..., min_length=1, description="App name")
-    description: str | None = Field(default=None, description="App description (max 400 chars)", max_length=400)
-    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")
-
-
-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", max_length=400)
-    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")
-
-
-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 | None = Field(default=None, description="Tracing provider")
-
-    @field_validator("tracing_provider")
-    @classmethod
-    def validate_tracing_provider(cls, value: str | None, info) -> str | None:
-        if info.data.get("enabled") and not value:
-            raise ValueError("tracing_provider is required when enabled is True")
-        return 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(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
@@ -269,12 +57,42 @@ class AppListApi(Resource):
         """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()
+            .add_argument("page", type=inputs.int_range(1, 99999), required=False, default=1, location="args")
+            .add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
+            .add_argument(
+                "mode",
+                type=str,
+                choices=[
+                    "completion",
+                    "chat",
+                    "advanced-chat",
+                    "workflow",
+                    "agent-chat",
+                    "channel",
+                    "all",
+                ],
+                default="all",
+                location="args",
+                required=False,
+            )
+            .add_argument("name", type=str, location="args", required=False)
+            .add_argument("tag_ids", type=uuid_list, location="args", required=False)
+            .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_tenant_id, args)
         if not app_pagination:
             return {"data": [], "total": 0, "page": 1, "limit": 20, "has_more": False}
 
@@ -288,75 +106,67 @@ 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:
-                try:
-                    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
-                except Exception:
-                    continue
+        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()
+            .add_argument("name", type=str, required=True, location="json")
+            .add_argument("description", type=validate_description_length, location="json")
+            .add_argument("mode", type=str, choices=ALLOW_CREATE_APP_MODES, 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")
+        )
+        args = parser.parse_args()
+
+        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)
+        app = app_service.create_app(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()
@@ -369,43 +179,68 @@ 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)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("name", type=str, required=True, nullable=False, location="json")
+            .add_argument("description", type=validate_description_length, 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("use_icon_as_answer_icon", type=bool, location="json")
+            .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
@@ -421,24 +256,43 @@ 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()
 
-        args = CopyAppPayload.model_validate(console_ns.payload or {})
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("name", type=str, location="json")
+            .add_argument("description", type=validate_description_length, 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")
+        )
+        args = parser.parse_args()
 
         with Session(db.engine) as session:
             import_service = AppDslService(session)
@@ -447,11 +301,11 @@ class AppCopyApi(Resource):
                 account=current_user,
                 import_mode=ImportMode.YAML_CONTENT,
                 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()
 
@@ -463,16 +317,20 @@ 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
@@ -480,114 +338,147 @@ class AppExportApi(Resource):
     @edit_permission_required
     def get(self, app_model):
         """Export app"""
-        args = AppExportQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        # Add include_secret params
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("include_secret", type=inputs.boolean, default=False, location="args")
+            .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)
+    @marshal_with(app_detail_fields)
     @edit_permission_required
     def post(self, app_model):
-        args = AppNamePayload.model_validate(console_ns.payload)
+        parser = reqparse.RequestParser().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)
+    @marshal_with(app_detail_fields)
     @edit_permission_required
     def post(self, app_model):
-        args = AppIconPayload.model_validate(console_ns.payload or {})
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("icon", type=str, location="json")
+            .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)
+    @marshal_with(app_detail_fields)
     @edit_permission_required
     def post(self, app_model):
-        args = AppSiteStatusPayload.model_validate(console_ns.payload)
+        parser = reqparse.RequestParser().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
+        current_user, _ = current_account_with_tenant()
+        if not current_user.is_admin_or_owner:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser().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
@@ -597,24 +488,37 @@ 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)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("enabled", type=bool, required=True, location="json")
+            .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

@@ -1,5 +1,4 @@
-from flask_restx import Resource, fields, marshal_with
-from pydantic import BaseModel, Field
+from flask_restx import Resource, marshal_with, reqparse
 from sqlalchemy.orm import Session
 
 from controllers.console.app.wraps import get_app_model
@@ -10,11 +9,7 @@ from controllers.console.wraps import (
     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 fields.app_fields import app_import_check_dependencies_fields, app_import_fields
 from libs.login import current_account_with_tenant, login_required
 from models.model import App
 from services.app_dsl_service import AppDslService, ImportStatus
@@ -23,52 +18,31 @@ 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
-)
-
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class AppImportPayload(BaseModel):
-    mode: str = Field(..., description="Import mode")
-    yaml_content: str | None = None
-    yaml_url: str | None = None
-    name: str | None = None
-    description: str | None = None
-    icon_type: str | None = None
-    icon: str | None = None
-    icon_background: str | None = None
-    app_id: str | None = None
-
-
-console_ns.schema_model(
-    AppImportPayload.__name__, AppImportPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
-)
-
 
 @console_ns.route("/apps/imports")
 class AppImportApi(Resource):
-    @console_ns.expect(console_ns.models[AppImportPayload.__name__])
     @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()
-        args = AppImportPayload.model_validate(console_ns.payload)
+        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")
+        )
+        args = parser.parse_args()
 
         # Create service with session
         with Session(db.engine) as session:
@@ -77,15 +51,15 @@ class AppImportApi(Resource):
             account = current_user
             result = import_service.import_app(
                 account=account,
-                import_mode=args.mode,
-                yaml_content=args.yaml_content,
-                yaml_url=args.yaml_url,
-                name=args.name,
-                description=args.description,
-                icon_type=args.icon_type,
-                icon=args.icon,
-                icon_background=args.icon_background,
-                app_id=args.app_id,
+                import_mode=args["mode"],
+                yaml_content=args.get("yaml_content"),
+                yaml_url=args.get("yaml_url"),
+                name=args.get("name"),
+                description=args.get("description"),
+                icon_type=args.get("icon_type"),
+                icon=args.get("icon"),
+                icon_background=args.get("icon_background"),
+                app_id=args.get("app_id"),
             )
             session.commit()
         if result.app_id and FeatureService.get_system_features().webapp_auth.enabled:
@@ -105,7 +79,7 @@ class AppImportConfirmApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_import_model)
+    @marshal_with(app_import_fields)
     @edit_permission_required
     def post(self, import_id):
         # Check user role first
@@ -131,7 +105,7 @@ class AppImportCheckDependenciesApi(Resource):
     @login_required
     @get_app_model
     @account_initialization_required
-    @marshal_with(app_import_check_dependencies_model)
+    @marshal_with(app_import_check_dependencies_fields)
     @edit_permission_required
     def get(self, app_model: App):
         with Session(db.engine) as session:

api/controllers/console/app/audio.py

@@ -1,12 +1,11 @@
 import logging
 
 from flask import request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field
+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,
@@ -33,41 +32,20 @@ from services.errors.audio import (
 )
 
 logger = logging.getLogger(__name__)
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class TextToSpeechPayload(BaseModel):
-    message_id: str | None = Field(default=None, description="Message ID")
-    text: str = Field(..., description="Text to convert")
-    voice: str | None = Field(default=None, description="Voice name")
-    streaming: bool | None = Field(default=None, description="Whether to stream audio")
-
-
-class TextToSpeechVoiceQuery(BaseModel):
-    language: str = Field(..., description="Language code")
-
-
-console_ns.schema_model(
-    TextToSpeechPayload.__name__, TextToSpeechPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
-)
-console_ns.schema_model(
-    TextToSpeechVoiceQuery.__name__,
-    TextToSpeechVoiceQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
 
 
 @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
@@ -111,26 +89,43 @@ 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.models[TextToSpeechPayload.__name__])
-    @console_ns.response(200, "Text to speech conversion successful")
-    @console_ns.response(400, "Bad request - Invalid parameters")
+    @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"),
+                "text": fields.String(required=True, description="Text to convert to speech"),
+                "voice": fields.String(description="Voice to use for TTS"),
+                "streaming": fields.Boolean(description="Whether to stream the audio"),
+            },
+        )
+    )
+    @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:
-            payload = TextToSpeechPayload.model_validate(console_ns.payload)
+            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")
+            )
+            args = parser.parse_args()
+
+            message_id = args.get("message_id", None)
+            text = args.get("text", None)
+            voice = args.get("voice", None)
 
             response = AudioService.transcript_tts(
-                app_model=app_model,
-                text=payload.text,
-                voice=payload.voice,
-                message_id=payload.message_id,
-                is_draft=True,
+                app_model=app_model, text=text, voice=voice, message_id=message_id, is_draft=True
             )
             return response
         except services.errors.app_model_config.AppModelConfigBrokenError:
@@ -161,25 +156,24 @@ 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.models[TextToSpeechVoiceQuery.__name__])
-    @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:
-            args = TextToSpeechVoiceQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+            parser = reqparse.RequestParser().add_argument("language", type=str, required=True, location="args")
+            args = parser.parse_args()
 
             response = AudioService.transcript_tts_voices(
                 tenant_id=app_model.tenant_id,
-                language=args.language,
+                language=args["language"],
             )
 
             return response

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 flask_restx import Resource, fields, reqparse
 from werkzeug.exceptions import 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,
@@ -19,6 +17,7 @@ from controllers.console.app.error import (
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, edit_permission_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 +32,50 @@ 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()
+            .add_argument("inputs", type=dict, required=True, location="json")
+            .add_argument("query", type=str, location="json", default="")
+            .add_argument("files", type=list, required=False, location="json")
+            .add_argument("model_config", type=dict, required=True, location="json")
+            .add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json")
+            .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 +110,10 @@ 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 +121,54 @@ 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)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("inputs", type=dict, required=True, location="json")
+            .add_argument("query", type=str, required=True, location="json")
+            .add_argument("files", type=list, required=False, location="json")
+            .add_argument("model_config", type=dict, required=True, location="json")
+            .add_argument("conversation_id", type=uuid_value, location="json")
+            .add_argument("parent_message_id", type=uuid_value, required=False, location="json")
+            .add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json")
+            .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
 
         external_trace_id = get_external_trace_id(request)
@@ -208,10 +209,10 @@ 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 +220,6 @@ 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

@@ -1,352 +1,88 @@
-from typing import Literal
-
 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 import abort
+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 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 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 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, parse_time_range
-from libs.helper import TimestampField
+from libs.helper import DatetimeString
 from libs.login import current_account_with_tenant, login_required
 from models import 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):
-    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)
+    @marshal_with(conversation_pagination_fields)
     @edit_permission_required
     def get(self, app_model):
         current_user, _ = current_account_with_tenant()
-        args = CompletionConversationQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("keyword", type=str, location="args")
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .add_argument(
+                "annotation_status",
+                type=str,
+                choices=["annotated", "not_annotated", "all"],
+                default="all",
+                location="args",
+            )
+            .add_argument("page", type=int_range(1, 99999), default=1, location="args")
+            .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']}%"),
                 )
             )
 
@@ -354,7 +90,7 @@ class CompletionConversationApi(Resource):
         assert account.timezone is not None
 
         try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
+            start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 
@@ -366,11 +102,11 @@ class CompletionConversationApi(Resource):
             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)
@@ -379,36 +115,36 @@ 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)
+    @marshal_with(conversation_message_detail_fields)
     @edit_permission_required
     def get(self, app_model, conversation_id):
         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
@@ -428,21 +164,69 @@ 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)
+    @marshal_with(conversation_with_summary_pagination_fields)
     @edit_permission_required
     def get(self, app_model):
         current_user, _ = current_account_with_tenant()
-        args = ChatConversationQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("keyword", type=str, location="args")
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .add_argument(
+                "annotation_status",
+                type=str,
+                choices=["annotated", "not_annotated", "all"],
+                default="all",
+                location="args",
+            )
+            .add_argument("message_count_gte", type=int_range(1, 99999), required=False, location="args")
+            .add_argument("page", type=int_range(1, 99999), required=False, default=1, location="args")
+            .add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
+            .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(
@@ -454,8 +238,8 @@ 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,
@@ -478,12 +262,12 @@ class ChatConversationApi(Resource):
         assert account.timezone is not None
 
         try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
+            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 start_datetime_utc:
-            match args.sort_by:
+            match args["sort_by"]:
                 case "updated_at" | "-updated_at":
                     query = query.where(Conversation.updated_at >= start_datetime_utc)
                 case "created_at" | "-created_at" | _:
@@ -491,27 +275,35 @@ class ChatConversationApi(Resource):
 
         if end_datetime_utc:
             end_datetime_utc = end_datetime_utc.replace(second=59)
-            match args.sort_by:
+            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:
+            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"])
+            )
+
         if app_model.mode == AppMode.ADVANCED_CHAT:
             query = query.where(Conversation.invoke_from != InvokeFrom.DEBUGGER)
 
-        match args.sort_by:
+        match args["sort_by"]:
             case "created_at":
                 query = query.order_by(Conversation.created_at.asc())
             case "-created_at":
@@ -523,36 +315,36 @@ 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)
+    @marshal_with(conversation_detail_fields)
     @edit_permission_required
     def get(self, app_model, conversation_id):
         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])

api/controllers/console/app/conversation_variables.py

@@ -1,68 +1,46 @@
-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().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 +1,8 @@
 from collections.abc import Sequence
-from typing import Any
 
-from flask_restx import Resource
-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.app.error import (
     CompletionRequestError,
     ProviderModelCurrentlyNotSupportError,
@@ -23,70 +21,43 @@ from libs.login import current_account_with_tenant, 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)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("instruction", type=str, required=True, nullable=False, location="json")
+            .add_argument("model_config", type=dict, required=True, nullable=False, location="json")
+            .add_argument("no_variable", type=bool, required=True, default=False, location="json")
+        )
+        args = parser.parse_args()
         _, current_tenant_id = current_account_with_tenant()
 
         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,
+                instruction=args["instruction"],
+                model_config=args["model_config"],
+                no_variable=args["no_variable"],
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -102,25 +73,44 @@ 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)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("instruction", type=str, required=True, nullable=False, location="json")
+            .add_argument("model_config", type=dict, required=True, nullable=False, location="json")
+            .add_argument("no_variable", type=bool, required=True, default=False, location="json")
+            .add_argument("code_language", type=str, required=False, default="javascript", location="json")
+        )
+        args = parser.parse_args()
         _, current_tenant_id = current_account_with_tenant()
 
         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,
+                instruction=args["instruction"],
+                model_config=args["model_config"],
+                code_language=args["code_language"],
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -136,24 +126,37 @@ 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)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("instruction", type=str, required=True, nullable=False, location="json")
+            .add_argument("model_config", type=dict, required=True, nullable=False, location="json")
+        )
+        args = parser.parse_args()
         _, current_tenant_id = current_account_with_tenant()
 
         try:
             structured_output = LLMGenerator.generate_structured_output(
                 tenant_id=current_tenant_id,
-                instruction=args.instruction,
-                model_config=args.model_config_data,
+                instruction=args["instruction"],
+                model_config=args["model_config"],
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -169,79 +172,102 @@ 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)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("flow_id", type=str, required=True, default="", location="json")
+            .add_argument("node_id", type=str, required=False, default="", location="json")
+            .add_argument("current", type=str, required=False, default="", location="json")
+            .add_argument("language", type=str, required=False, default="javascript", location="json")
+            .add_argument("instruction", type=str, required=True, nullable=False, location="json")
+            .add_argument("model_config", type=dict, required=True, nullable=False, location="json")
+            .add_argument("ideal_output", type=str, required=False, default="", location="json")
+        )
+        args = parser.parse_args()
         _, 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
+            (p for p in providers if p.is_accept_language(args["language"])), None
         )
         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,
+                            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,
+                            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,
+                            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,
+                    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,
+                    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 +283,26 @@ 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().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 +312,4 @@ 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

@@ -1,11 +1,10 @@
 import json
 from enum import StrEnum
 
-from flask_restx import Resource, marshal_with
-from pydantic import BaseModel, Field
+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 extensions.ext_database import db
@@ -13,72 +12,64 @@ from fields.app_fields import app_server_fields
 from libs.login import current_account_with_tenant, login_required
 from models.model import AppMCPServer
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-# 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"
     INACTIVE = "inactive"
 
 
-class MCPServerCreatePayload(BaseModel):
-    description: str | None = Field(default=None, description="Server description")
-    parameters: dict = Field(..., description="Server parameters configuration")
-
-
-class MCPServerUpdatePayload(BaseModel):
-    id: str = Field(..., description="Server ID")
-    description: str | None = Field(default=None, description="Server description")
-    parameters: dict = Field(..., description="Server parameters configuration")
-    status: str | None = Field(default=None, description="Server status")
-
-
-for model in (MCPServerCreatePayload, MCPServerUpdatePayload):
-    console_ns.schema_model(model.__name__, model.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-
 @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)
     @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.models[MCPServerCreatePayload.__name__])
-    @console_ns.response(201, "MCP server configuration created successfully", app_server_model)
-    @console_ns.response(403, "Insufficient permissions")
+    @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"),
+                "parameters": fields.Raw(required=True, description="Server parameters configuration"),
+            },
+        )
+    )
+    @api.response(201, "MCP server configuration created successfully", app_server_fields)
+    @api.response(403, "Insufficient permissions")
     @account_initialization_required
     @get_app_model
     @login_required
     @setup_required
-    @marshal_with(app_server_model)
+    @marshal_with(app_server_fields)
     @edit_permission_required
     def post(self, app_model):
         _, current_tenant_id = current_account_with_tenant()
-        payload = MCPServerCreatePayload.model_validate(console_ns.payload or {})
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("description", type=str, required=False, location="json")
+            .add_argument("parameters", type=dict, required=True, location="json")
+        )
+        args = parser.parse_args()
 
-        description = payload.description
+        description = args.get("description")
         if not description:
             description = app_model.description or ""
 
         server = AppMCPServer(
             name=app_model.name,
             description=description,
-            parameters=json.dumps(payload.parameters, ensure_ascii=False),
+            parameters=json.dumps(args["parameters"], ensure_ascii=False),
             status=AppMCPServerStatus.ACTIVE,
             app_id=app_model.id,
             tenant_id=current_tenant_id,
@@ -88,26 +79,43 @@ class AppMCPServerController(Resource):
         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.models[MCPServerUpdatePayload.__name__])
-    @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")
+    @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"),
+                "description": fields.String(description="Server description"),
+                "parameters": fields.Raw(required=True, description="Server parameters configuration"),
+                "status": fields.String(description="Server status"),
+            },
+        )
+    )
+    @api.response(200, "MCP server configuration updated successfully", app_server_fields)
+    @api.response(403, "Insufficient permissions")
+    @api.response(404, "Server not found")
     @get_app_model
     @login_required
     @setup_required
     @account_initialization_required
-    @marshal_with(app_server_model)
+    @marshal_with(app_server_fields)
     @edit_permission_required
     def put(self, app_model):
-        payload = MCPServerUpdatePayload.model_validate(console_ns.payload or {})
-        server = db.session.query(AppMCPServer).where(AppMCPServer.id == payload.id).first()
+        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")
+        )
+        args = parser.parse_args()
+        server = db.session.query(AppMCPServer).where(AppMCPServer.id == args["id"]).first()
         if not server:
             raise NotFound()
 
-        description = payload.description
+        description = args.get("description")
         if description is None:
             pass
         elif not description:
@@ -115,27 +123,27 @@ class AppMCPServerController(Resource):
         else:
             server.description = description
 
-        server.parameters = json.dumps(payload.parameters, ensure_ascii=False)
-        if payload.status:
-            if payload.status not in [status.value for status in AppMCPServerStatus]:
+        server.parameters = json.dumps(args["parameters"], ensure_ascii=False)
+        if args["status"]:
+            if args["status"] not in [status.value for status in AppMCPServerStatus]:
                 raise ValueError("Invalid status")
-            server.status = payload.status
+            server.status = args["status"]
         db.session.commit()
         return server
 
 
 @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)
+    @marshal_with(app_server_fields)
     @edit_permission_required
     def get(self, server_id):
         _, current_tenant_id = current_account_with_tenant()

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 controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.app.error import (
     CompletionRequestError,
     ProviderModelCurrentlyNotSupportError,
@@ -25,8 +23,8 @@ 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 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 models.model import AppMode, Conversation, Message, MessageAnnotation, MessageFeedback
@@ -35,217 +33,55 @@ from services.errors.message import MessageNotExistsError, SuggestedQuestionsAft
 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")
-    content: str | None = Field(default=None, description="Feedback content")
-
-    @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")
+    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")
     @login_required
     @account_initialization_required
     @setup_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
-    @marshal_with(message_infinite_scroll_pagination_model)
+    @marshal_with(message_infinite_scroll_pagination_fields)
     @edit_permission_required
     def get(self, app_model):
-        args = ChatMessagesQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("conversation_id", required=True, type=uuid_value, location="args")
+            .add_argument("first_id", type=uuid_value, location="args")
+            .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()
             )
 
@@ -260,7 +96,7 @@ class ChatMessageListApi(Resource):
                     Message.id != first_message.id,
                 )
                 .order_by(Message.created_at.desc())
-                .limit(args.limit)
+                .limit(args["limit"])
                 .all()
             )
         else:
@@ -268,12 +104,12 @@ 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(
@@ -291,18 +127,26 @@ 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
@@ -310,9 +154,14 @@ class MessageFeedbackApi(Resource):
     def post(self, app_model):
         current_user, _ = current_account_with_tenant()
 
-        args = MessageFeedbackPayload.model_validate(console_ns.payload)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("message_id", required=True, type=uuid_value, location="json")
+            .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()
 
@@ -321,23 +170,18 @@ 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
-            feedback.content = args.content
-        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,
-                content=args.content,
+                rating=args["rating"],
                 from_source="admin",
                 from_account_id=current_user.id,
             )
@@ -350,13 +194,13 @@ class MessageFeedbackApi(Resource):
 
 @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
@@ -370,17 +214,15 @@ 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
@@ -414,58 +256,18 @@ 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")
+    @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")
     @get_app_model
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(message_detail_model)
+    @marshal_with(message_detail_fields)
     def get(self, app_model, message_id: str):
         message_id = str(message_id)
 

api/controllers/console/app/model_config.py

@@ -3,10 +3,11 @@ from typing import cast
 
 from flask import request
 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
@@ -20,11 +21,11 @@ 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"),
@@ -42,17 +43,20 @@ 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 current_user.has_edit_permission:
+            raise Forbidden()
+
         # validate config
         model_configuration = AppModelConfigService.validate_configuration(
             tenant_id=current_tenant_id,

api/controllers/console/app/ops_trace.py

@@ -1,36 +1,12 @@
-from typing import Any
-
-from flask import request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field
+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
 from services.ops_service import OpsService
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class TraceProviderQuery(BaseModel):
-    tracing_provider: str = Field(..., description="Tracing provider name")
-
-
-class TraceConfigPayload(BaseModel):
-    tracing_provider: str = Field(..., description="Tracing provider name")
-    tracing_config: dict[str, Any] = Field(..., description="Tracing configuration data")
-
-
-console_ns.schema_model(
-    TraceProviderQuery.__name__,
-    TraceProviderQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
-console_ns.schema_model(
-    TraceConfigPayload.__name__, TraceConfigPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
-)
-
 
 @console_ns.route("/apps/<uuid:app_id>/trace-config")
 class TraceAppConfigApi(Resource):
@@ -38,46 +14,64 @@ 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.models[TraceProviderQuery.__name__])
-    @console_ns.response(
+    @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"
+        )
+    )
+    @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):
-        args = TraceProviderQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser().add_argument("tracing_provider", type=str, required=True, location="args")
+        args = parser.parse_args()
 
         try:
-            trace_config = OpsService.get_tracing_app_config(app_id=app_id, tracing_provider=args.tracing_provider)
+            trace_config = OpsService.get_tracing_app_config(app_id=app_id, tracing_provider=args["tracing_provider"])
             if not trace_config:
                 return {"has_not_configured": True}
             return trace_config
         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.models[TraceConfigPayload.__name__])
-    @console_ns.response(
+    @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"),
+                "tracing_config": fields.Raw(required=True, description="Tracing configuration data"),
+            },
+        )
+    )
+    @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"""
-        args = TraceConfigPayload.model_validate(console_ns.payload)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("tracing_provider", type=str, required=True, location="json")
+            .add_argument("tracing_config", type=dict, required=True, location="json")
+        )
+        args = parser.parse_args()
 
         try:
             result = OpsService.create_tracing_app_config(
-                app_id=app_id, tracing_provider=args.tracing_provider, tracing_config=args.tracing_config
+                app_id=app_id, tracing_provider=args["tracing_provider"], tracing_config=args["tracing_config"]
             )
             if not result:
                 raise TracingConfigIsExist()
@@ -87,22 +81,35 @@ 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.models[TraceConfigPayload.__name__])
-    @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.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"),
+                "tracing_config": fields.Raw(required=True, description="Updated tracing configuration data"),
+            },
+        )
+    )
+    @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"""
-        args = TraceConfigPayload.model_validate(console_ns.payload)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("tracing_provider", type=str, required=True, location="json")
+            .add_argument("tracing_config", type=dict, required=True, location="json")
+        )
+        args = parser.parse_args()
 
         try:
             result = OpsService.update_tracing_app_config(
-                app_id=app_id, tracing_provider=args.tracing_provider, tracing_config=args.tracing_config
+                app_id=app_id, tracing_provider=args["tracing_provider"], tracing_config=args["tracing_config"]
             )
             if not result:
                 raise TracingConfigNotExist()
@@ -110,21 +117,26 @@ 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.models[TraceProviderQuery.__name__])
-    @console_ns.response(204, "Tracing configuration deleted successfully")
-    @console_ns.response(400, "Invalid request parameters or configuration not found")
+    @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"
+        )
+    )
+    @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"""
-        args = TraceProviderQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser().add_argument("tracing_provider", type=str, required=True, location="args")
+        args = parser.parse_args()
 
         try:
-            result = OpsService.delete_tracing_app_config(app_id=app_id, tracing_provider=args.tracing_provider)
+            result = OpsService.delete_tracing_app_config(app_id=app_id, tracing_provider=args["tracing_provider"])
             if not result:
                 raise TracingConfigNotExist()
             return {"result": "success"}, 204

api/controllers/console/app/site.py

@@ -1,80 +1,92 @@
-from typing import Literal
-
-from flask_restx import Resource, marshal_with
-from pydantic import BaseModel, Field, field_validator
-from werkzeug.exceptions import NotFound
+from flask_restx import Resource, fields, marshal_with, reqparse
+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
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
 
-
-class AppSiteUpdatePayload(BaseModel):
-    title: str | None = Field(default=None)
-    icon_type: str | None = Field(default=None)
-    icon: str | None = Field(default=None)
-    icon_background: str | None = Field(default=None)
-    description: str | None = Field(default=None)
-    default_language: str | None = Field(default=None)
-    chat_color_theme: str | None = Field(default=None)
-    chat_color_theme_inverted: bool | None = Field(default=None)
-    customize_domain: str | None = Field(default=None)
-    copyright: str | None = Field(default=None)
-    privacy_policy: str | None = Field(default=None)
-    custom_disclaimer: str | None = Field(default=None)
-    customize_token_strategy: Literal["must", "allow", "not_allow"] | None = Field(default=None)
-    prompt_public: bool | None = Field(default=None)
-    show_workflow_steps: bool | None = Field(default=None)
-    use_icon_as_answer_icon: bool | None = Field(default=None)
-
-    @field_validator("default_language")
-    @classmethod
-    def validate_language(cls, value: str | None) -> str | None:
-        if value is None:
-            return value
-        return supported_language(value)
-
-
-console_ns.schema_model(
-    AppSiteUpdatePayload.__name__,
-    AppSiteUpdatePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
-
-# Register model for flask_restx to avoid dict type issues in Swagger
-app_site_model = console_ns.model("AppSite", app_site_fields)
+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")
+    )
+    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.models[AppSiteUpdatePayload.__name__])
-    @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.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"),
+                "icon_type": fields.String(description="Icon type"),
+                "icon": fields.String(description="Icon"),
+                "icon_background": fields.String(description="Icon background color"),
+                "description": fields.String(description="Site description"),
+                "default_language": fields.String(description="Default language"),
+                "chat_color_theme": fields.String(description="Chat color theme"),
+                "chat_color_theme_inverted": fields.Boolean(description="Inverted chat color theme"),
+                "customize_domain": fields.String(description="Custom domain"),
+                "copyright": fields.String(description="Copyright text"),
+                "privacy_policy": fields.String(description="Privacy policy"),
+                "custom_disclaimer": fields.String(description="Custom disclaimer"),
+                "customize_token_strategy": fields.String(
+                    enum=["must", "allow", "not_allow"], description="Token strategy"
+                ),
+                "prompt_public": fields.Boolean(description="Make prompt public"),
+                "show_workflow_steps": fields.Boolean(description="Show workflow steps"),
+                "use_icon_as_answer_icon": fields.Boolean(description="Use icon as answer icon"),
+            },
+        )
+    )
+    @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 = AppSiteUpdatePayload.model_validate(console_ns.payload or {})
+        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.has_edit_permission:
+            raise Forbidden()
+
         site = db.session.query(Site).where(Site.app_id == app_model.id).first()
         if not site:
             raise NotFound
@@ -97,7 +109,7 @@ class AppSite(Resource):
             "show_workflow_steps",
             "use_icon_as_answer_icon",
         ]:
-            value = getattr(args, attr_name)
+            value = args.get(attr_name)
             if value is not None:
                 setattr(site, attr_name, value)
 
@@ -110,20 +122,24 @@ 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):
+        # The role of the current user in the ta table must be admin or owner
         current_user, _ = current_account_with_tenant()
+
+        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:

api/controllers/console/app/statistic.py

@@ -1,48 +1,31 @@
 from decimal import Decimal
 
 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 abort, jsonify
+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.helper import DatetimeString
 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 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")),
@@ -54,11 +37,15 @@ class DailyMessageStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .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
@@ -69,7 +56,7 @@ WHERE
         assert account.timezone is not None
 
         try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
+            start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 
@@ -95,11 +82,15 @@ 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")),
@@ -111,51 +102,58 @@ class DailyConversationStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-
-        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}
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        )
+        args = parser.parse_args()
         assert account.timezone is not None
 
         try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
+            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)
+        )
+
         if start_datetime_utc:
-            sql_query += " AND created_at >= :start"
-            arg_dict["start"] = start_datetime_utc
+            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
+            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")),
@@ -167,11 +165,15 @@ class DailyTerminalsStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .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
@@ -182,7 +184,7 @@ WHERE
         assert account.timezone is not None
 
         try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
+            start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 
@@ -208,11 +210,15 @@ 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")),
@@ -224,11 +230,15 @@ class DailyTokenCostStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .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
@@ -240,7 +250,7 @@ WHERE
         assert account.timezone is not None
 
         try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
+            start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 
@@ -268,11 +278,15 @@ 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")),
@@ -284,11 +298,15 @@ class AverageSessionInteractionStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .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
     (
@@ -307,7 +325,7 @@ FROM
         assert account.timezone is not None
 
         try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
+            start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 
@@ -344,11 +362,15 @@ 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")),
@@ -360,11 +382,15 @@ class UserSatisfactionRateStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .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
@@ -379,7 +405,7 @@ WHERE
         assert account.timezone is not None
 
         try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
+            start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 
@@ -410,11 +436,15 @@ 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")),
@@ -426,11 +456,15 @@ class AverageResponseTimeStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .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
@@ -441,7 +475,7 @@ WHERE
         assert account.timezone is not None
 
         try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
+            start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 
@@ -467,11 +501,15 @@ 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")),
@@ -482,11 +520,16 @@ class TokensPerSecondStatistic(Resource):
     @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
 
-        converted_created_at = convert_datetime_to_date("created_at")
-        sql_query = f"""SELECT
-    {converted_created_at} AS date,
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .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))
@@ -500,7 +543,7 @@ WHERE
         assert account.timezone is not None
 
         try:
-            start_datetime_utc, end_datetime_utc = parse_time_range(args.start, args.end, account.timezone)
+            start_datetime_utc, end_datetime_utc = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 

api/controllers/console/app/workflow.py

@@ -1,16 +1,15 @@
 import json
 import logging
 from collections.abc import Sequence
-from typing import Any
+from typing import cast
 
 from flask import abort, request
-from flask_restx import Resource, fields, marshal_with
-from pydantic import BaseModel, Field, field_validator
+from flask_restx import Resource, fields, inputs, marshal_with, reqparse
 from sqlalchemy.orm import Session
 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 ConversationCompletedError, DraftWorkflowNotExist, DraftWorkflowNotSync
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
@@ -33,7 +32,6 @@ from core.workflow.enums import NodeType
 from core.workflow.graph_engine.manager import GraphEngineManager
 from extensions.ext_database import db
 from factories import file_factory, variable_factory
-from fields.member_fields import simple_account_fields
 from fields.workflow_fields import workflow_fields, workflow_pagination_fields
 from fields.workflow_run_fields import workflow_run_node_execution_fields
 from libs import helper
@@ -50,161 +48,6 @@ from services.workflow_service import DraftWorkflowDeletionError, WorkflowInUseE
 
 logger = logging.getLogger(__name__)
 LISTENING_RETRY_IN = 2000
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-# 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)
-
-from fields.workflow_fields import pipeline_variable_fields, serialize_value_type
-
-conversation_variable_model = console_ns.model(
-    "ConversationVariable",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "value_type": fields.String(attribute=serialize_value_type),
-        "value": fields.Raw,
-        "description": fields.String,
-    },
-)
-
-pipeline_variable_model = console_ns.model("PipelineVariable", pipeline_variable_fields)
-
-# Workflow model with nested dependencies
-workflow_fields_copy = workflow_fields.copy()
-workflow_fields_copy["created_by"] = fields.Nested(simple_account_model, attribute="created_by_account")
-workflow_fields_copy["updated_by"] = fields.Nested(
-    simple_account_model, attribute="updated_by_account", allow_null=True
-)
-workflow_fields_copy["conversation_variables"] = fields.List(fields.Nested(conversation_variable_model))
-workflow_fields_copy["rag_pipeline_variables"] = fields.List(fields.Nested(pipeline_variable_model))
-workflow_model = console_ns.model("Workflow", workflow_fields_copy)
-
-# Workflow pagination model
-workflow_pagination_fields_copy = workflow_pagination_fields.copy()
-workflow_pagination_fields_copy["items"] = fields.List(fields.Nested(workflow_model), attribute="items")
-workflow_pagination_model = console_ns.model("WorkflowPagination", workflow_pagination_fields_copy)
-
-# Reuse workflow_run_node_execution_model from workflow_run.py if already registered
-# Otherwise register it here
-from fields.end_user_fields import simple_end_user_fields
-
-simple_end_user_model = None
-try:
-    simple_end_user_model = console_ns.models.get("SimpleEndUser")
-except AttributeError:
-    pass
-if simple_end_user_model is None:
-    simple_end_user_model = console_ns.model("SimpleEndUser", simple_end_user_fields)
-
-workflow_run_node_execution_model = None
-try:
-    workflow_run_node_execution_model = console_ns.models.get("WorkflowRunNodeExecution")
-except AttributeError:
-    pass
-if workflow_run_node_execution_model is None:
-    workflow_run_node_execution_model = console_ns.model("WorkflowRunNodeExecution", workflow_run_node_execution_fields)
-
-
-class SyncDraftWorkflowPayload(BaseModel):
-    graph: dict[str, Any]
-    features: dict[str, Any]
-    hash: str | None = None
-    environment_variables: list[dict[str, Any]] = Field(default_factory=list)
-    conversation_variables: list[dict[str, Any]] = Field(default_factory=list)
-
-
-class BaseWorkflowRunPayload(BaseModel):
-    files: list[dict[str, Any]] | None = None
-
-
-class AdvancedChatWorkflowRunPayload(BaseWorkflowRunPayload):
-    inputs: dict[str, Any] | None = None
-    query: str = ""
-    conversation_id: str | None = None
-    parent_message_id: str | None = None
-
-    @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)
-
-
-class IterationNodeRunPayload(BaseModel):
-    inputs: dict[str, Any] | None = None
-
-
-class LoopNodeRunPayload(BaseModel):
-    inputs: dict[str, Any] | None = None
-
-
-class DraftWorkflowRunPayload(BaseWorkflowRunPayload):
-    inputs: dict[str, Any]
-
-
-class DraftWorkflowNodeRunPayload(BaseWorkflowRunPayload):
-    inputs: dict[str, Any]
-    query: str = ""
-
-
-class PublishWorkflowPayload(BaseModel):
-    marked_name: str | None = Field(default=None, max_length=20)
-    marked_comment: str | None = Field(default=None, max_length=100)
-
-
-class DefaultBlockConfigQuery(BaseModel):
-    q: str | None = None
-
-
-class ConvertToWorkflowPayload(BaseModel):
-    name: str | None = None
-    icon_type: str | None = None
-    icon: str | None = None
-    icon_background: str | None = None
-
-
-class WorkflowListQuery(BaseModel):
-    page: int = Field(default=1, ge=1, le=99999)
-    limit: int = Field(default=10, ge=1, le=100)
-    user_id: str | None = None
-    named_only: bool = False
-
-
-class WorkflowUpdatePayload(BaseModel):
-    marked_name: str | None = Field(default=None, max_length=20)
-    marked_comment: str | None = Field(default=None, max_length=100)
-
-
-class DraftWorkflowTriggerRunPayload(BaseModel):
-    node_id: str
-
-
-class DraftWorkflowTriggerRunAllPayload(BaseModel):
-    node_ids: list[str]
-
-
-def reg(cls: type[BaseModel]):
-    console_ns.schema_model(cls.__name__, cls.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-
-reg(SyncDraftWorkflowPayload)
-reg(AdvancedChatWorkflowRunPayload)
-reg(IterationNodeRunPayload)
-reg(LoopNodeRunPayload)
-reg(DraftWorkflowRunPayload)
-reg(DraftWorkflowNodeRunPayload)
-reg(PublishWorkflowPayload)
-reg(DefaultBlockConfigQuery)
-reg(ConvertToWorkflowPayload)
-reg(WorkflowListQuery)
-reg(WorkflowUpdatePayload)
-reg(DraftWorkflowTriggerRunPayload)
-reg(DraftWorkflowTriggerRunAllPayload)
 
 
 # TODO(QuantumGhost): Refactor existing node run API to handle file parameter parsing
@@ -227,16 +70,16 @@ def _parse_file(workflow: Workflow, files: list[dict] | None = None) -> Sequence
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft")
 class DraftWorkflowApi(Resource):
-    @console_ns.doc("get_draft_workflow")
-    @console_ns.doc(description="Get draft workflow for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Draft workflow retrieved successfully", workflow_model)
-    @console_ns.response(404, "Draft workflow not found")
+    @api.doc("get_draft_workflow")
+    @api.doc(description="Get draft workflow for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Draft workflow retrieved successfully", workflow_fields)
+    @api.response(404, "Draft workflow not found")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_model)
+    @marshal_with(workflow_fields)
     @edit_permission_required
     def get(self, app_model: App):
         """
@@ -256,13 +99,24 @@ class DraftWorkflowApi(Resource):
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @console_ns.doc("sync_draft_workflow")
-    @console_ns.doc(description="Sync draft workflow configuration")
-    @console_ns.expect(console_ns.models[SyncDraftWorkflowPayload.__name__])
-    @console_ns.response(
+    @api.doc("sync_draft_workflow")
+    @api.doc(description="Sync draft workflow configuration")
+    @api.expect(
+        api.model(
+            "SyncDraftWorkflowRequest",
+            {
+                "graph": fields.Raw(required=True, description="Workflow graph configuration"),
+                "features": fields.Raw(required=True, description="Workflow features configuration"),
+                "hash": fields.String(description="Workflow hash for validation"),
+                "environment_variables": fields.List(fields.Raw, required=True, description="Environment variables"),
+                "conversation_variables": fields.List(fields.Raw, description="Conversation variables"),
+            },
+        )
+    )
+    @api.response(
         200,
         "Draft workflow synced successfully",
-        console_ns.model(
+        api.model(
             "SyncDraftWorkflowResponse",
             {
                 "result": fields.String,
@@ -271,8 +125,8 @@ class DraftWorkflowApi(Resource):
             },
         ),
     )
-    @console_ns.response(400, "Invalid workflow configuration")
-    @console_ns.response(403, "Permission denied")
+    @api.response(400, "Invalid workflow configuration")
+    @api.response(403, "Permission denied")
     @edit_permission_required
     def post(self, app_model: App):
         """
@@ -282,23 +136,36 @@ class DraftWorkflowApi(Resource):
 
         content_type = request.headers.get("Content-Type", "")
 
-        payload_data: dict[str, Any] | None = None
         if "application/json" in content_type:
-            payload_data = request.get_json(silent=True)
-            if not isinstance(payload_data, dict):
-                return {"message": "Invalid JSON data"}, 400
+            parser = (
+                reqparse.RequestParser()
+                .add_argument("graph", type=dict, required=True, nullable=False, location="json")
+                .add_argument("features", type=dict, required=True, nullable=False, location="json")
+                .add_argument("hash", type=str, required=False, location="json")
+                .add_argument("environment_variables", type=list, required=True, location="json")
+                .add_argument("conversation_variables", type=list, required=False, location="json")
+            )
+            args = parser.parse_args()
         elif "text/plain" in content_type:
             try:
-                payload_data = json.loads(request.data.decode("utf-8"))
+                data = json.loads(request.data.decode("utf-8"))
+                if "graph" not in data or "features" not in data:
+                    raise ValueError("graph or features not found in data")
+
+                if not isinstance(data.get("graph"), dict) or not isinstance(data.get("features"), dict):
+                    raise ValueError("graph or features is not a dict")
+
+                args = {
+                    "graph": data.get("graph"),
+                    "features": data.get("features"),
+                    "hash": data.get("hash"),
+                    "environment_variables": data.get("environment_variables"),
+                    "conversation_variables": data.get("conversation_variables"),
+                }
             except json.JSONDecodeError:
                 return {"message": "Invalid JSON data"}, 400
-            if not isinstance(payload_data, dict):
-                return {"message": "Invalid JSON data"}, 400
         else:
             abort(415)
-
-        args_model = SyncDraftWorkflowPayload.model_validate(payload_data)
-        args = args_model.model_dump()
         workflow_service = WorkflowService()
 
         try:
@@ -331,13 +198,23 @@ class DraftWorkflowApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/advanced-chat/workflows/draft/run")
 class AdvancedChatDraftWorkflowRunApi(Resource):
-    @console_ns.doc("run_advanced_chat_draft_workflow")
-    @console_ns.doc(description="Run draft workflow for advanced chat application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[AdvancedChatWorkflowRunPayload.__name__])
-    @console_ns.response(200, "Workflow run started successfully")
-    @console_ns.response(400, "Invalid request parameters")
-    @console_ns.response(403, "Permission denied")
+    @api.doc("run_advanced_chat_draft_workflow")
+    @api.doc(description="Run draft workflow for advanced chat application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "AdvancedChatWorkflowRunRequest",
+            {
+                "query": fields.String(required=True, description="User query"),
+                "inputs": fields.Raw(description="Input variables"),
+                "files": fields.List(fields.Raw, description="File uploads"),
+                "conversation_id": fields.String(description="Conversation ID"),
+            },
+        )
+    )
+    @api.response(200, "Workflow run started successfully")
+    @api.response(400, "Invalid request parameters")
+    @api.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
@@ -349,8 +226,16 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
         """
         current_user, _ = current_account_with_tenant()
 
-        args_model = AdvancedChatWorkflowRunPayload.model_validate(console_ns.payload or {})
-        args = args_model.model_dump(exclude_none=True)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("inputs", type=dict, location="json")
+            .add_argument("query", type=str, required=True, location="json", default="")
+            .add_argument("files", type=list, location="json")
+            .add_argument("conversation_id", type=uuid_value, location="json")
+            .add_argument("parent_message_id", type=uuid_value, required=False, location="json")
+        )
+
+        args = parser.parse_args()
 
         external_trace_id = get_external_trace_id(request)
         if external_trace_id:
@@ -377,13 +262,21 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/advanced-chat/workflows/draft/iteration/nodes/<string:node_id>/run")
 class AdvancedChatDraftRunIterationNodeApi(Resource):
-    @console_ns.doc("run_advanced_chat_draft_iteration_node")
-    @console_ns.doc(description="Run draft workflow iteration node for advanced chat")
-    @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
-    @console_ns.expect(console_ns.models[IterationNodeRunPayload.__name__])
-    @console_ns.response(200, "Iteration node run started successfully")
-    @console_ns.response(403, "Permission denied")
-    @console_ns.response(404, "Node not found")
+    @api.doc("run_advanced_chat_draft_iteration_node")
+    @api.doc(description="Run draft workflow iteration node for advanced chat")
+    @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+    @api.expect(
+        api.model(
+            "IterationNodeRunRequest",
+            {
+                "task_id": fields.String(required=True, description="Task ID"),
+                "inputs": fields.Raw(description="Input variables"),
+            },
+        )
+    )
+    @api.response(200, "Iteration node run started successfully")
+    @api.response(403, "Permission denied")
+    @api.response(404, "Node not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -394,7 +287,8 @@ class AdvancedChatDraftRunIterationNodeApi(Resource):
         Run draft workflow iteration node
         """
         current_user, _ = current_account_with_tenant()
-        args = IterationNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
+        parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
+        args = parser.parse_args()
 
         try:
             response = AppGenerateService.generate_single_iteration(
@@ -415,13 +309,21 @@ class AdvancedChatDraftRunIterationNodeApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/iteration/nodes/<string:node_id>/run")
 class WorkflowDraftRunIterationNodeApi(Resource):
-    @console_ns.doc("run_workflow_draft_iteration_node")
-    @console_ns.doc(description="Run draft workflow iteration node")
-    @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
-    @console_ns.expect(console_ns.models[IterationNodeRunPayload.__name__])
-    @console_ns.response(200, "Workflow iteration node run started successfully")
-    @console_ns.response(403, "Permission denied")
-    @console_ns.response(404, "Node not found")
+    @api.doc("run_workflow_draft_iteration_node")
+    @api.doc(description="Run draft workflow iteration node")
+    @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+    @api.expect(
+        api.model(
+            "WorkflowIterationNodeRunRequest",
+            {
+                "task_id": fields.String(required=True, description="Task ID"),
+                "inputs": fields.Raw(description="Input variables"),
+            },
+        )
+    )
+    @api.response(200, "Workflow iteration node run started successfully")
+    @api.response(403, "Permission denied")
+    @api.response(404, "Node not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -432,7 +334,8 @@ class WorkflowDraftRunIterationNodeApi(Resource):
         Run draft workflow iteration node
         """
         current_user, _ = current_account_with_tenant()
-        args = IterationNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
+        parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
+        args = parser.parse_args()
 
         try:
             response = AppGenerateService.generate_single_iteration(
@@ -453,13 +356,21 @@ class WorkflowDraftRunIterationNodeApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/advanced-chat/workflows/draft/loop/nodes/<string:node_id>/run")
 class AdvancedChatDraftRunLoopNodeApi(Resource):
-    @console_ns.doc("run_advanced_chat_draft_loop_node")
-    @console_ns.doc(description="Run draft workflow loop node for advanced chat")
-    @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
-    @console_ns.expect(console_ns.models[LoopNodeRunPayload.__name__])
-    @console_ns.response(200, "Loop node run started successfully")
-    @console_ns.response(403, "Permission denied")
-    @console_ns.response(404, "Node not found")
+    @api.doc("run_advanced_chat_draft_loop_node")
+    @api.doc(description="Run draft workflow loop node for advanced chat")
+    @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+    @api.expect(
+        api.model(
+            "LoopNodeRunRequest",
+            {
+                "task_id": fields.String(required=True, description="Task ID"),
+                "inputs": fields.Raw(description="Input variables"),
+            },
+        )
+    )
+    @api.response(200, "Loop node run started successfully")
+    @api.response(403, "Permission denied")
+    @api.response(404, "Node not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -470,7 +381,8 @@ class AdvancedChatDraftRunLoopNodeApi(Resource):
         Run draft workflow loop node
         """
         current_user, _ = current_account_with_tenant()
-        args = LoopNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
+        parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
+        args = parser.parse_args()
 
         try:
             response = AppGenerateService.generate_single_loop(
@@ -491,13 +403,21 @@ class AdvancedChatDraftRunLoopNodeApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/loop/nodes/<string:node_id>/run")
 class WorkflowDraftRunLoopNodeApi(Resource):
-    @console_ns.doc("run_workflow_draft_loop_node")
-    @console_ns.doc(description="Run draft workflow loop node")
-    @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
-    @console_ns.expect(console_ns.models[LoopNodeRunPayload.__name__])
-    @console_ns.response(200, "Workflow loop node run started successfully")
-    @console_ns.response(403, "Permission denied")
-    @console_ns.response(404, "Node not found")
+    @api.doc("run_workflow_draft_loop_node")
+    @api.doc(description="Run draft workflow loop node")
+    @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+    @api.expect(
+        api.model(
+            "WorkflowLoopNodeRunRequest",
+            {
+                "task_id": fields.String(required=True, description="Task ID"),
+                "inputs": fields.Raw(description="Input variables"),
+            },
+        )
+    )
+    @api.response(200, "Workflow loop node run started successfully")
+    @api.response(403, "Permission denied")
+    @api.response(404, "Node not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -508,7 +428,8 @@ class WorkflowDraftRunLoopNodeApi(Resource):
         Run draft workflow loop node
         """
         current_user, _ = current_account_with_tenant()
-        args = LoopNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
+        parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
+        args = parser.parse_args()
 
         try:
             response = AppGenerateService.generate_single_loop(
@@ -529,12 +450,20 @@ class WorkflowDraftRunLoopNodeApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/run")
 class DraftWorkflowRunApi(Resource):
-    @console_ns.doc("run_draft_workflow")
-    @console_ns.doc(description="Run draft workflow")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[DraftWorkflowRunPayload.__name__])
-    @console_ns.response(200, "Draft workflow run started successfully")
-    @console_ns.response(403, "Permission denied")
+    @api.doc("run_draft_workflow")
+    @api.doc(description="Run draft workflow")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "DraftWorkflowRunRequest",
+            {
+                "inputs": fields.Raw(required=True, description="Input variables"),
+                "files": fields.List(fields.Raw, description="File uploads"),
+            },
+        )
+    )
+    @api.response(200, "Draft workflow run started successfully")
+    @api.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
@@ -545,7 +474,12 @@ class DraftWorkflowRunApi(Resource):
         Run draft workflow
         """
         current_user, _ = current_account_with_tenant()
-        args = DraftWorkflowRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+            .add_argument("files", type=list, required=False, location="json")
+        )
+        args = parser.parse_args()
 
         external_trace_id = get_external_trace_id(request)
         if external_trace_id:
@@ -567,12 +501,12 @@ class DraftWorkflowRunApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflow-runs/tasks/<string:task_id>/stop")
 class WorkflowTaskStopApi(Resource):
-    @console_ns.doc("stop_workflow_task")
-    @console_ns.doc(description="Stop running workflow task")
-    @console_ns.doc(params={"app_id": "Application ID", "task_id": "Task ID"})
-    @console_ns.response(200, "Task stopped successfully")
-    @console_ns.response(404, "Task not found")
-    @console_ns.response(403, "Permission denied")
+    @api.doc("stop_workflow_task")
+    @api.doc(description="Stop running workflow task")
+    @api.doc(params={"app_id": "Application ID", "task_id": "Task ID"})
+    @api.response(200, "Task stopped successfully")
+    @api.response(404, "Task not found")
+    @api.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
@@ -594,28 +528,40 @@ class WorkflowTaskStopApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/run")
 class DraftWorkflowNodeRunApi(Resource):
-    @console_ns.doc("run_draft_workflow_node")
-    @console_ns.doc(description="Run draft workflow node")
-    @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
-    @console_ns.expect(console_ns.models[DraftWorkflowNodeRunPayload.__name__])
-    @console_ns.response(200, "Node run started successfully", workflow_run_node_execution_model)
-    @console_ns.response(403, "Permission denied")
-    @console_ns.response(404, "Node not found")
+    @api.doc("run_draft_workflow_node")
+    @api.doc(description="Run draft workflow node")
+    @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+    @api.expect(
+        api.model(
+            "DraftWorkflowNodeRunRequest",
+            {
+                "inputs": fields.Raw(description="Input variables"),
+            },
+        )
+    )
+    @api.response(200, "Node run started successfully", workflow_run_node_execution_fields)
+    @api.response(403, "Permission denied")
+    @api.response(404, "Node not found")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_node_execution_model)
+    @marshal_with(workflow_run_node_execution_fields)
     @edit_permission_required
     def post(self, app_model: App, node_id: str):
         """
         Run draft workflow node
         """
         current_user, _ = current_account_with_tenant()
-        args_model = DraftWorkflowNodeRunPayload.model_validate(console_ns.payload or {})
-        args = args_model.model_dump(exclude_none=True)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+            .add_argument("query", type=str, required=False, location="json", default="")
+            .add_argument("files", type=list, location="json", default=[])
+        )
+        args = parser.parse_args()
 
-        user_inputs = args_model.inputs
+        user_inputs = args.get("inputs")
         if user_inputs is None:
             raise ValueError("missing inputs")
 
@@ -642,16 +588,16 @@ class DraftWorkflowNodeRunApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/publish")
 class PublishedWorkflowApi(Resource):
-    @console_ns.doc("get_published_workflow")
-    @console_ns.doc(description="Get published workflow for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Published workflow retrieved successfully", workflow_model)
-    @console_ns.response(404, "Published workflow not found")
+    @api.doc("get_published_workflow")
+    @api.doc(description="Get published workflow for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Published workflow retrieved successfully", workflow_fields)
+    @api.response(404, "Published workflow not found")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_model)
+    @marshal_with(workflow_fields)
     @edit_permission_required
     def get(self, app_model: App):
         """
@@ -664,7 +610,6 @@ class PublishedWorkflowApi(Resource):
         # return workflow, if not found, return None
         return workflow
 
-    @console_ns.expect(console_ns.models[PublishWorkflowPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -675,8 +620,18 @@ class PublishedWorkflowApi(Resource):
         Publish workflow
         """
         current_user, _ = current_account_with_tenant()
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("marked_name", type=str, required=False, default="", location="json")
+            .add_argument("marked_comment", type=str, required=False, default="", location="json")
+        )
+        args = parser.parse_args()
 
-        args = PublishWorkflowPayload.model_validate(console_ns.payload or {})
+        # Validate name and comment length
+        if args.marked_name and len(args.marked_name) > 20:
+            raise ValueError("Marked name cannot exceed 20 characters")
+        if args.marked_comment and len(args.marked_comment) > 100:
+            raise ValueError("Marked comment cannot exceed 100 characters")
 
         workflow_service = WorkflowService()
         with Session(db.engine) as session:
@@ -707,10 +662,10 @@ class PublishedWorkflowApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/default-workflow-block-configs")
 class DefaultBlockConfigsApi(Resource):
-    @console_ns.doc("get_default_block_configs")
-    @console_ns.doc(description="Get default block configurations for workflow")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Default block configurations retrieved successfully")
+    @api.doc("get_default_block_configs")
+    @api.doc(description="Get default block configurations for workflow")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Default block configurations retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -727,12 +682,11 @@ class DefaultBlockConfigsApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/default-workflow-block-configs/<string:block_type>")
 class DefaultBlockConfigApi(Resource):
-    @console_ns.doc("get_default_block_config")
-    @console_ns.doc(description="Get default block configuration by type")
-    @console_ns.doc(params={"app_id": "Application ID", "block_type": "Block type"})
-    @console_ns.response(200, "Default block configuration retrieved successfully")
-    @console_ns.response(404, "Block type not found")
-    @console_ns.expect(console_ns.models[DefaultBlockConfigQuery.__name__])
+    @api.doc("get_default_block_config")
+    @api.doc(description="Get default block configuration by type")
+    @api.doc(params={"app_id": "Application ID", "block_type": "Block type"})
+    @api.response(200, "Default block configuration retrieved successfully")
+    @api.response(404, "Block type not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -742,12 +696,15 @@ class DefaultBlockConfigApi(Resource):
         """
         Get default block config
         """
-        args = DefaultBlockConfigQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser().add_argument("q", type=str, location="args")
+        args = parser.parse_args()
+
+        q = args.get("q")
 
         filters = None
-        if args.q:
+        if q:
             try:
-                filters = json.loads(args.q)
+                filters = json.loads(args.get("q", ""))
             except json.JSONDecodeError:
                 raise ValueError("Invalid filters")
 
@@ -758,13 +715,12 @@ class DefaultBlockConfigApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/convert-to-workflow")
 class ConvertToWorkflowApi(Resource):
-    @console_ns.expect(console_ns.models[ConvertToWorkflowPayload.__name__])
-    @console_ns.doc("convert_to_workflow")
-    @console_ns.doc(description="Convert application to workflow mode")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Application converted to workflow successfully")
-    @console_ns.response(400, "Application cannot be converted")
-    @console_ns.response(403, "Permission denied")
+    @api.doc("convert_to_workflow")
+    @api.doc(description="Convert application to workflow mode")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Application converted to workflow successfully")
+    @api.response(400, "Application cannot be converted")
+    @api.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
@@ -778,8 +734,17 @@ class ConvertToWorkflowApi(Resource):
         """
         current_user, _ = current_account_with_tenant()
 
-        payload = console_ns.payload or {}
-        args = ConvertToWorkflowPayload.model_validate(payload).model_dump(exclude_none=True)
+        if request.data:
+            parser = (
+                reqparse.RequestParser()
+                .add_argument("name", type=str, required=False, nullable=True, location="json")
+                .add_argument("icon_type", type=str, required=False, nullable=True, location="json")
+                .add_argument("icon", type=str, required=False, nullable=True, location="json")
+                .add_argument("icon_background", type=str, required=False, nullable=True, location="json")
+            )
+            args = parser.parse_args()
+        else:
+            args = {}
 
         # convert to workflow mode
         workflow_service = WorkflowService()
@@ -793,16 +758,15 @@ class ConvertToWorkflowApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows")
 class PublishedAllWorkflowApi(Resource):
-    @console_ns.expect(console_ns.models[WorkflowListQuery.__name__])
-    @console_ns.doc("get_all_published_workflows")
-    @console_ns.doc(description="Get all published workflows for an application")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Published workflows retrieved successfully", workflow_pagination_model)
+    @api.doc("get_all_published_workflows")
+    @api.doc(description="Get all published workflows for an application")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Published workflows retrieved successfully", workflow_pagination_fields)
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_pagination_model)
+    @marshal_with(workflow_pagination_fields)
     @edit_permission_required
     def get(self, app_model: App):
         """
@@ -810,15 +774,23 @@ class PublishedAllWorkflowApi(Resource):
         """
         current_user, _ = current_account_with_tenant()
 
-        args = WorkflowListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-        page = args.page
-        limit = args.limit
-        user_id = args.user_id
-        named_only = args.named_only
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("page", type=inputs.int_range(1, 99999), required=False, default=1, location="args")
+            .add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
+            .add_argument("user_id", type=str, required=False, location="args")
+            .add_argument("named_only", type=inputs.boolean, required=False, default=False, location="args")
+        )
+        args = parser.parse_args()
+        page = int(args.get("page", 1))
+        limit = int(args.get("limit", 10))
+        user_id = args.get("user_id")
+        named_only = args.get("named_only", False)
 
         if user_id:
             if user_id != current_user.id:
                 raise Forbidden()
+            user_id = cast(str, user_id)
 
         workflow_service = WorkflowService()
         with Session(db.engine) as session:
@@ -841,32 +813,51 @@ class PublishedAllWorkflowApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/<string:workflow_id>")
 class WorkflowByIdApi(Resource):
-    @console_ns.doc("update_workflow_by_id")
-    @console_ns.doc(description="Update workflow by ID")
-    @console_ns.doc(params={"app_id": "Application ID", "workflow_id": "Workflow ID"})
-    @console_ns.expect(console_ns.models[WorkflowUpdatePayload.__name__])
-    @console_ns.response(200, "Workflow updated successfully", workflow_model)
-    @console_ns.response(404, "Workflow not found")
-    @console_ns.response(403, "Permission denied")
+    @api.doc("update_workflow_by_id")
+    @api.doc(description="Update workflow by ID")
+    @api.doc(params={"app_id": "Application ID", "workflow_id": "Workflow ID"})
+    @api.expect(
+        api.model(
+            "UpdateWorkflowRequest",
+            {
+                "environment_variables": fields.List(fields.Raw, description="Environment variables"),
+                "conversation_variables": fields.List(fields.Raw, description="Conversation variables"),
+            },
+        )
+    )
+    @api.response(200, "Workflow updated successfully", workflow_fields)
+    @api.response(404, "Workflow not found")
+    @api.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_model)
+    @marshal_with(workflow_fields)
     @edit_permission_required
     def patch(self, app_model: App, workflow_id: str):
         """
         Update workflow attributes
         """
         current_user, _ = current_account_with_tenant()
-        args = WorkflowUpdatePayload.model_validate(console_ns.payload or {})
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("marked_name", type=str, required=False, location="json")
+            .add_argument("marked_comment", type=str, required=False, location="json")
+        )
+        args = parser.parse_args()
+
+        # Validate name and comment length
+        if args.marked_name and len(args.marked_name) > 20:
+            raise ValueError("Marked name cannot exceed 20 characters")
+        if args.marked_comment and len(args.marked_comment) > 100:
+            raise ValueError("Marked comment cannot exceed 100 characters")
 
         # Prepare update data
         update_data = {}
-        if args.marked_name is not None:
-            update_data["marked_name"] = args.marked_name
-        if args.marked_comment is not None:
-            update_data["marked_comment"] = args.marked_comment
+        if args.get("marked_name") is not None:
+            update_data["marked_name"] = args["marked_name"]
+        if args.get("marked_comment") is not None:
+            update_data["marked_comment"] = args["marked_comment"]
 
         if not update_data:
             return {"message": "No valid fields to update"}, 400
@@ -922,17 +913,17 @@ class WorkflowByIdApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/last-run")
 class DraftWorkflowNodeLastRunApi(Resource):
-    @console_ns.doc("get_draft_workflow_node_last_run")
-    @console_ns.doc(description="Get last run result for draft workflow node")
-    @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
-    @console_ns.response(200, "Node last run retrieved successfully", workflow_run_node_execution_model)
-    @console_ns.response(404, "Node last run not found")
-    @console_ns.response(403, "Permission denied")
+    @api.doc("get_draft_workflow_node_last_run")
+    @api.doc(description="Get last run result for draft workflow node")
+    @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+    @api.response(200, "Node last run retrieved successfully", workflow_run_node_execution_fields)
+    @api.response(404, "Node last run not found")
+    @api.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_node_execution_model)
+    @marshal_with(workflow_run_node_execution_fields)
     def get(self, app_model: App, node_id: str):
         srv = WorkflowService()
         workflow = srv.get_draft_workflow(app_model)
@@ -955,20 +946,20 @@ class DraftWorkflowTriggerRunApi(Resource):
     Path: /apps/<uuid:app_id>/workflows/draft/trigger/run
     """
 
-    @console_ns.doc("poll_draft_workflow_trigger_run")
-    @console_ns.doc(description="Poll for trigger events and execute full workflow when event arrives")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("poll_draft_workflow_trigger_run")
+    @api.doc(description="Poll for trigger events and execute full workflow when event arrives")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
             "DraftWorkflowTriggerRunRequest",
             {
                 "node_id": fields.String(required=True, description="Node ID"),
             },
         )
     )
-    @console_ns.response(200, "Trigger event received and workflow executed successfully")
-    @console_ns.response(403, "Permission denied")
-    @console_ns.response(500, "Internal server error")
+    @api.response(200, "Trigger event received and workflow executed successfully")
+    @api.response(403, "Permission denied")
+    @api.response(500, "Internal server error")
     @setup_required
     @login_required
     @account_initialization_required
@@ -979,8 +970,10 @@ class DraftWorkflowTriggerRunApi(Resource):
         Poll for trigger events and execute full workflow when event arrives
         """
         current_user, _ = current_account_with_tenant()
-        args = DraftWorkflowTriggerRunPayload.model_validate(console_ns.payload or {})
-        node_id = args.node_id
+        parser = reqparse.RequestParser()
+        parser.add_argument("node_id", type=str, required=True, location="json", nullable=False)
+        args = parser.parse_args()
+        node_id = args["node_id"]
         workflow_service = WorkflowService()
         draft_workflow = workflow_service.get_draft_workflow(app_model)
         if not draft_workflow:
@@ -1026,12 +1019,12 @@ class DraftWorkflowTriggerNodeApi(Resource):
     Path: /apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/trigger/run
     """
 
-    @console_ns.doc("poll_draft_workflow_trigger_node")
-    @console_ns.doc(description="Poll for trigger events and execute single node when event arrives")
-    @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
-    @console_ns.response(200, "Trigger event received and node executed successfully")
-    @console_ns.response(403, "Permission denied")
-    @console_ns.response(500, "Internal server error")
+    @api.doc("poll_draft_workflow_trigger_node")
+    @api.doc(description="Poll for trigger events and execute single node when event arrives")
+    @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+    @api.response(200, "Trigger event received and node executed successfully")
+    @api.response(403, "Permission denied")
+    @api.response(500, "Internal server error")
     @setup_required
     @login_required
     @account_initialization_required
@@ -1105,13 +1098,20 @@ class DraftWorkflowTriggerRunAllApi(Resource):
     Path: /apps/<uuid:app_id>/workflows/draft/trigger/run-all
     """
 
-    @console_ns.doc("draft_workflow_trigger_run_all")
-    @console_ns.doc(description="Full workflow debug when the start node is a trigger")
-    @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.expect(console_ns.models[DraftWorkflowTriggerRunAllPayload.__name__])
-    @console_ns.response(200, "Workflow executed successfully")
-    @console_ns.response(403, "Permission denied")
-    @console_ns.response(500, "Internal server error")
+    @api.doc("draft_workflow_trigger_run_all")
+    @api.doc(description="Full workflow debug when the start node is a trigger")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.expect(
+        api.model(
+            "DraftWorkflowTriggerRunAllRequest",
+            {
+                "node_ids": fields.List(fields.String, required=True, description="Node IDs"),
+            },
+        )
+    )
+    @api.response(200, "Workflow executed successfully")
+    @api.response(403, "Permission denied")
+    @api.response(500, "Internal server error")
     @setup_required
     @login_required
     @account_initialization_required
@@ -1123,8 +1123,10 @@ class DraftWorkflowTriggerRunAllApi(Resource):
         """
         current_user, _ = current_account_with_tenant()
 
-        args = DraftWorkflowTriggerRunAllPayload.model_validate(console_ns.payload or {})
-        node_ids = args.node_ids
+        parser = reqparse.RequestParser()
+        parser.add_argument("node_ids", type=list, required=True, location="json", nullable=False)
+        args = parser.parse_args()
+        node_ids = args["node_ids"]
         workflow_service = WorkflowService()
         draft_workflow = workflow_service.get_draft_workflow(app_model)
         if not draft_workflow:

api/controllers/console/app/workflow_app_log.py

@@ -1,85 +1,86 @@
-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",
+            "detail": "Whether to return detailed logs",
+            "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()
+            .add_argument("keyword", type=str, location="args")
+            .add_argument(
+                "status", type=str, choices=["succeeded", "failed", "stopped", "partial-succeeded"], location="args"
+            )
+            .add_argument(
+                "created_at__before", type=str, location="args", help="Filter logs created before this timestamp"
+            )
+            .add_argument(
+                "created_at__after", type=str, location="args", help="Filter logs created after this timestamp"
+            )
+            .add_argument(
+                "created_by_end_user_session_id",
+                type=str,
+                location="args",
+                required=False,
+                default=None,
+            )
+            .add_argument(
+                "created_by_account",
+                type=str,
+                location="args",
+                required=False,
+                default=None,
+            )
+            .add_argument("detail", type=bool, location="args", required=False, default=False)
+            .add_argument("page", type=int_range(1, 99999), default=1, location="args")
+            .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()

api/controllers/console/app/workflow_draft_variable.py

@@ -1,19 +1,17 @@
 import logging
-from collections.abc import Callable
-from functools import wraps
-from typing import Any, NoReturn, ParamSpec, TypeVar
+from typing import NoReturn
 
-from flask import Response, request
-from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel, Field
+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
@@ -23,34 +21,13 @@ from core.workflow.constants import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIAB
 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 login_required
-from models import App, AppMode
+from libs.login import current_user, login_required
+from models import Account, App, AppMode
 from models.workflow import WorkflowDraftVariable
 from services.workflow_draft_variable_service import WorkflowDraftVariableList, WorkflowDraftVariableService
 from services.workflow_service import WorkflowService
 
 logger = logging.getLogger(__name__)
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class WorkflowDraftVariableListQuery(BaseModel):
-    page: int = Field(default=1, ge=1, le=100_000, description="Page number")
-    limit: int = Field(default=20, ge=1, le=100, description="Items per page")
-
-
-class WorkflowDraftVariableUpdatePayload(BaseModel):
-    name: str | None = Field(default=None, description="Variable name")
-    value: Any | None = Field(default=None, description="Variable value")
-
-
-console_ns.schema_model(
-    WorkflowDraftVariableListQuery.__name__,
-    WorkflowDraftVariableListQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
-console_ns.schema_model(
-    WorkflowDraftVariableUpdatePayload.__name__,
-    WorkflowDraftVariableUpdatePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
 
 
 def _convert_values_to_json_serializable_object(value: Segment):
@@ -79,6 +56,22 @@ def _serialize_var_value(variable: WorkflowDraftVariable):
     return _convert_values_to_json_serializable_object(value)
 
 
+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")
+    )
+    return parser
+
+
 def _serialize_variable_type(workflow_draft_var: WorkflowDraftVariable) -> str:
     value_type = workflow_draft_var.value_type
     return value_type.exposed_type().value
@@ -147,42 +140,8 @@ _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:
@@ -196,10 +155,11 @@ 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
@@ -207,21 +167,19 @@ def _api_prerequisite(f: Callable[P, R]):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/variables")
 class WorkflowVariableCollectionApi(Resource):
-    @console_ns.expect(console_ns.models[WorkflowDraftVariableListQuery.__name__])
-    @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
         """
-        args = WorkflowDraftVariableListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = _create_pagination_parser()
+        args = parser.parse_args()
 
         # fetch draft workflow by app_model
         workflow_service = WorkflowService()
@@ -242,9 +200,9 @@ 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(
@@ -275,12 +233,12 @@ 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:
@@ -291,9 +249,9 @@ 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)
@@ -308,13 +266,13 @@ 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(),
@@ -326,13 +284,21 @@ 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.models[WorkflowDraftVariableUpdatePayload.__name__])
-    @console_ns.response(200, "Variable updated successfully", workflow_draft_variable_model)
-    @console_ns.response(404, "Variable not found")
+    @api.doc("update_variable")
+    @api.doc(description="Update a workflow variable")
+    @api.expect(
+        api.model(
+            "UpdateVariableRequest",
+            {
+                "name": fields.String(description="Variable name"),
+                "value": fields.Raw(description="Variable value"),
+            },
+        )
+    )
+    @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:
         #
@@ -355,10 +321,16 @@ 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")
+        )
+
         draft_var_srv = WorkflowDraftVariableService(
             session=db.session(),
         )
-        args_model = WorkflowDraftVariableUpdatePayload.model_validate(console_ns.payload or {})
+        args = parser.parse_args(strict=True)
 
         variable = draft_var_srv.get_variable(variable_id=variable_id)
         if variable is None:
@@ -366,8 +338,8 @@ class VariableApi(Resource):
         if variable.app_id != app_model.id:
             raise NotFoundError(description=f"variable not found, id={variable_id}")
 
-        new_name = args_model.name
-        raw_value = args_model.value
+        new_name = args.get(self._PATCH_NAME_FIELD, None)
+        raw_value = args.get(self._PATCH_VALUE_FIELD, None)
         if new_name is None and raw_value is None:
             return variable
 
@@ -388,10 +360,10 @@ class VariableApi(Resource):
         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(
@@ -409,12 +381,12 @@ 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(
@@ -438,7 +410,7 @@ 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:
@@ -457,13 +429,13 @@ 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.
@@ -479,23 +451,23 @@ class ConversationVariableCollectionApi(Resource):
 
 @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):
         """

api/controllers/console/app/workflow_run.py

@@ -1,21 +1,15 @@
-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_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,
 )
@@ -28,148 +22,92 @@ 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)
+def _parse_workflow_run_list_args():
+    """
+    Parse common arguments for workflow run list endpoints.
 
-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"
+    Returns:
+        Parsed arguments containing last_id, limit, status, and triggered_from filters
+    """
+    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")
+    parser.add_argument(
+        "status",
+        type=str,
+        choices=WORKFLOW_RUN_STATUS_CHOICES,
+        location="args",
+        required=False,
     )
-    triggered_from: Literal["debugging", "app-run"] | None = Field(
-        default=None, description="Filter by trigger source: debugging or app-run"
+    parser.add_argument(
+        "triggered_from",
+        type=str,
+        choices=["debugging", "app-run"],
+        location="args",
+        required=False,
+        help="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)
+    return parser.parse_args()
 
 
-class WorkflowRunCountQuery(BaseModel):
-    status: Literal["running", "succeeded", "failed", "stopped", "partial-succeeded"] | None = Field(
-        default=None, description="Workflow run status filter"
+def _parse_workflow_run_count_args():
+    """
+    Parse common arguments for workflow run count endpoints.
+
+    Returns:
+        Parsed arguments containing status, time_range, and triggered_from filters
+    """
+    parser = reqparse.RequestParser()
+    parser.add_argument(
+        "status",
+        type=str,
+        choices=WORKFLOW_RUN_STATUS_CHOICES,
+        location="args",
+        required=False,
     )
-    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"
+    parser.add_argument(
+        "time_range",
+        type=time_duration,
+        location="args",
+        required=False,
+        help="Time range filter (e.g., 7d, 4h, 30m, 30s)",
     )
-
-    @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),
-)
+    parser.add_argument(
+        "triggered_from",
+        type=str,
+        choices=["debugging", "app-run"],
+        location="args",
+        required=False,
+        help="Filter by trigger source: debugging or app-run",
+    )
+    return parser.parse_args()
 
 
 @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.doc(params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"})
+    @api.doc(params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"})
+    @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)
+        args = _parse_workflow_run_list_args()
 
         # Default to DEBUGGING if not specified
         triggered_from = (
-            WorkflowRunTriggeredFrom(args_model.triggered_from)
-            if args_model.triggered_from
+            WorkflowRunTriggeredFrom(args.get("triggered_from"))
+            if args.get("triggered_from")
             else WorkflowRunTriggeredFrom.DEBUGGING
         )
 
@@ -183,13 +121,11 @@ class AdvancedChatAppWorkflowRunListApi(Resource):
 
 @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(
+    @api.doc("get_advanced_chat_workflow_runs_count")
+    @api.doc(description="Get advanced chat workflow runs count statistics")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.doc(params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"})
+    @api.doc(
         params={
             "time_range": (
                 "Filter by time range (optional): e.g., 7d (7 days), 4h (4 hours), "
@@ -197,27 +133,23 @@ class AdvancedChatAppWorkflowRunCountApi(Resource):
             )
         }
     )
-    @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__])
+    @api.doc(params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"})
+    @api.response(200, "Workflow runs count retrieved successfully", workflow_run_count_fields)
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT])
-    @marshal_with(workflow_run_count_model)
+    @marshal_with(workflow_run_count_fields)
     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)
+        args = _parse_workflow_run_count_args()
 
         # Default to DEBUGGING if not specified
         triggered_from = (
-            WorkflowRunTriggeredFrom(args_model.triggered_from)
-            if args_model.triggered_from
+            WorkflowRunTriggeredFrom(args.get("triggered_from"))
+            if args.get("triggered_from")
             else WorkflowRunTriggeredFrom.DEBUGGING
         )
 
@@ -234,34 +166,28 @@ class AdvancedChatAppWorkflowRunCountApi(Resource):
 
 @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.doc(params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"})
+    @api.doc(params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"})
+    @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)
+        args = _parse_workflow_run_list_args()
 
         # Default to DEBUGGING for workflow if not specified (backward compatibility)
         triggered_from = (
-            WorkflowRunTriggeredFrom(args_model.triggered_from)
-            if args_model.triggered_from
+            WorkflowRunTriggeredFrom(args.get("triggered_from"))
+            if args.get("triggered_from")
             else WorkflowRunTriggeredFrom.DEBUGGING
         )
 
@@ -275,13 +201,11 @@ class WorkflowRunListApi(Resource):
 
 @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(
+    @api.doc("get_workflow_runs_count")
+    @api.doc(description="Get workflow runs count statistics")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.doc(params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"})
+    @api.doc(
         params={
             "time_range": (
                 "Filter by time range (optional): e.g., 7d (7 days), 4h (4 hours), "
@@ -289,27 +213,23 @@ class WorkflowRunCountApi(Resource):
             )
         }
     )
-    @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__])
+    @api.doc(params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"})
+    @api.response(200, "Workflow runs count retrieved successfully", workflow_run_count_fields)
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_count_model)
+    @marshal_with(workflow_run_count_fields)
     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)
+        args = _parse_workflow_run_count_args()
 
         # Default to DEBUGGING for workflow if not specified (backward compatibility)
         triggered_from = (
-            WorkflowRunTriggeredFrom(args_model.triggered_from)
-            if args_model.triggered_from
+            WorkflowRunTriggeredFrom(args.get("triggered_from"))
+            if args.get("triggered_from")
             else WorkflowRunTriggeredFrom.DEBUGGING
         )
 
@@ -326,16 +246,16 @@ class WorkflowRunCountApi(Resource):
 
 @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 +270,16 @@ 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

@@ -1,38 +1,18 @@
-from flask import abort, jsonify, request
-from flask_restx import Resource
-from pydantic import BaseModel, Field, field_validator
+from flask import abort, jsonify
+from flask_restx import Resource, reqparse
 from sqlalchemy.orm import sessionmaker
 
-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 libs.datetime_utils import parse_time_range
+from libs.helper import DatetimeString
 from libs.login import current_account_with_tenant, 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):
@@ -41,11 +21,11 @@ class WorkflowDailyRunsStatistic(Resource):
         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
@@ -53,12 +33,17 @@ class WorkflowDailyRunsStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        )
+        args = parser.parse_args()
 
         assert account.timezone is not None
 
         try:
-            start_date, end_date = parse_time_range(args.start, args.end, account.timezone)
+            start_date, end_date = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 
@@ -81,11 +66,11 @@ class WorkflowDailyTerminalsStatistic(Resource):
         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
@@ -93,12 +78,17 @@ class WorkflowDailyTerminalsStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        )
+        args = parser.parse_args()
 
         assert account.timezone is not None
 
         try:
-            start_date, end_date = parse_time_range(args.start, args.end, account.timezone)
+            start_date, end_date = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 
@@ -121,11 +111,11 @@ class WorkflowDailyTokenCostStatistic(Resource):
         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
@@ -133,12 +123,17 @@ class WorkflowDailyTokenCostStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        )
+        args = parser.parse_args()
 
         assert account.timezone is not None
 
         try:
-            start_date, end_date = parse_time_range(args.start, args.end, account.timezone)
+            start_date, end_date = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 
@@ -161,11 +156,11 @@ class WorkflowAverageAppInteractionStatistic(Resource):
         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
@@ -173,12 +168,17 @@ class WorkflowAverageAppInteractionStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+            .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
+        )
+        args = parser.parse_args()
 
         assert account.timezone is not None
 
         try:
-            start_date, end_date = parse_time_range(args.start, args.end, account.timezone)
+            start_date, end_date = parse_time_range(args["start"], args["end"], account.timezone)
         except ValueError as e:
             abort(400, description=str(e))
 

api/controllers/console/app/workflow_trigger.py

@@ -1,13 +1,14 @@
 import logging
 
-from flask import request
-from flask_restx import Resource, marshal_with
-from pydantic import BaseModel
+from flask_restx import Resource, marshal_with, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
-from werkzeug.exceptions import NotFound
+from werkzeug.exceptions import Forbidden, NotFound
 
 from configs import dify_config
+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 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
@@ -15,35 +16,12 @@ 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
@@ -51,9 +29,11 @@ class WebhookTriggerApi(Resource):
     @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
+        parser = reqparse.RequestParser()
+        parser.add_argument("node_id", type=str, required=True, help="Node ID is required")
+        args = parser.parse_args()
 
-        node_id = args.node_id
+        node_id = str(args["node_id"])
 
         with Session(db.engine) as session:
             # Get webhook trigger for this app and node
@@ -72,7 +52,6 @@ class WebhookTriggerApi(Resource):
             return webhook_trigger
 
 
-@console_ns.route("/apps/<uuid:app_id>/triggers")
 class AppTriggersApi(Resource):
     """App Triggers list API"""
 
@@ -112,22 +91,26 @@ class AppTriggersApi(Resource):
         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)
+        parser = reqparse.RequestParser()
+        parser.add_argument("trigger_id", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("enable_trigger", type=bool, required=True, nullable=False, location="json")
+        args = parser.parse_args()
 
+        assert isinstance(current_user, Account)
         assert current_user.current_tenant_id is not None
+        if not current_user.has_edit_permission:
+            raise Forbidden()
+
+        trigger_id = args["trigger_id"]
 
-        trigger_id = args.trigger_id
         with Session(db.engine) as session:
             # Find the trigger using select
             trigger = session.execute(
@@ -142,7 +125,7 @@ class AppTriggerEnableApi(Resource):
                 raise NotFound("Trigger not found")
 
             # Update status based on enable_trigger boolean
-            trigger.status = AppTriggerStatus.ENABLED if args.enable_trigger else AppTriggerStatus.DISABLED
+            trigger.status = AppTriggerStatus.ENABLED if args["enable_trigger"] else AppTriggerStatus.DISABLED
 
             session.commit()
             session.refresh(trigger)
@@ -155,3 +138,8 @@ class AppTriggerEnableApi(Resource):
             trigger.icon = ""  # type: ignore
 
         return trigger
+
+
+api.add_resource(WebhookTriggerApi, "/apps/<uuid:app_id>/workflows/triggers/webhook")
+api.add_resource(AppTriggersApi, "/apps/<uuid:app_id>/triggers")
+api.add_resource(AppTriggerEnableApi, "/apps/<uuid:app_id>/trigger-enable")

api/controllers/console/auth/activate.py

@@ -1,57 +1,32 @@
 from flask import request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field, field_validator
+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 EmailStr, extract_remote_ip, timezone
+from libs.helper import StrLen, email, extract_remote_ip, timezone
 from models import AccountStatus
 from services.account_service import AccountService, RegisterService
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class ActivateCheckQuery(BaseModel):
-    workspace_id: str | None = Field(default=None)
-    email: EmailStr | None = Field(default=None)
-    token: str
-
-
-class ActivatePayload(BaseModel):
-    workspace_id: str | None = Field(default=None)
-    email: EmailStr | None = Field(default=None)
-    token: str
-    name: str = Field(..., max_length=30)
-    interface_language: str = Field(...)
-    timezone: str = Field(...)
-
-    @field_validator("interface_language")
-    @classmethod
-    def validate_lang(cls, value: str) -> str:
-        return supported_language(value)
-
-    @field_validator("timezone")
-    @classmethod
-    def validate_tz(cls, value: str) -> str:
-        return timezone(value)
-
-
-for model in (ActivateCheckQuery, ActivatePayload):
-    console_ns.schema_model(model.__name__, model.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
+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")
+)
 
 
 @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(console_ns.models[ActivateCheckQuery.__name__])
-    @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"),
@@ -60,11 +35,11 @@ class ActivateCheckApi(Resource):
         ),
     )
     def get(self):
-        args = ActivateCheckQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        args = active_check_parser.parse_args()
 
-        workspaceId = args.workspace_id
-        reg_email = args.email
-        token = args.token
+        workspaceId = args["workspace_id"]
+        reg_email = args["email"]
+        token = args["token"]
 
         invitation = RegisterService.get_invitation_if_token_valid(workspaceId, reg_email, token)
         if invitation:
@@ -81,15 +56,26 @@ 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")
+)
+
+
 @console_ns.route("/activate")
 class ActivateApi(Resource):
-    @console_ns.doc("activate_account")
-    @console_ns.doc(description="Activate account with invitation token")
-    @console_ns.expect(console_ns.models[ActivatePayload.__name__])
-    @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"),
@@ -97,21 +83,21 @@ class ActivateApi(Resource):
             },
         ),
     )
-    @console_ns.response(400, "Already activated or invalid token")
+    @api.response(400, "Already activated or invalid token")
     def post(self):
-        args = ActivatePayload.model_validate(console_ns.payload)
+        args = active_parser.parse_args()
 
-        invitation = RegisterService.get_invitation_if_token_valid(args.workspace_id, args.email, args.token)
+        invitation = RegisterService.get_invitation_if_token_valid(args["workspace_id"], args["email"], args["token"])
         if invitation is None:
             raise AlreadyActivateError()
 
-        RegisterService.revoke_token(args.workspace_id, args.email, args.token)
+        RegisterService.revoke_token(args["workspace_id"], args["email"], args["token"])
 
         account = invitation["account"]
-        account.name = args.name
+        account.name = args["name"]
 
-        account.interface_language = args.interface_language
-        account.timezone = args.timezone
+        account.interface_language = args["interface_language"]
+        account.timezone = args["timezone"]
         account.interface_theme = "light"
         account.status = AccountStatus.ACTIVE
         account.initialized_at = naive_utc_now()

api/controllers/console/auth/data_source_bearer_auth.py

@@ -1,26 +1,12 @@
-from flask_restx import Resource
-from pydantic import BaseModel, Field
+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 libs.login import current_account_with_tenant, login_required
 from services.auth.api_key_auth_service import ApiKeyAuthService
 
-from .. import console_ns
-from ..auth.error import ApiKeyAuthFailedError
-from ..wraps import account_initialization_required, is_admin_or_owner_required, setup_required
-
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class ApiKeyAuthBindingPayload(BaseModel):
-    category: str = Field(...)
-    provider: str = Field(...)
-    credentials: dict = Field(...)
-
-
-console_ns.schema_model(
-    ApiKeyAuthBindingPayload.__name__,
-    ApiKeyAuthBindingPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
+from ..wraps import account_initialization_required, setup_required
 
 
 @console_ns.route("/api-key-auth/data-source")
@@ -53,16 +39,22 @@ class ApiKeyAuthDataSourceBinding(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @is_admin_or_owner_required
-    @console_ns.expect(console_ns.models[ApiKeyAuthBindingPayload.__name__])
     def post(self):
         # The role of the current user in the table must be admin or owner
-        _, current_tenant_id = current_account_with_tenant()
-        payload = ApiKeyAuthBindingPayload.model_validate(console_ns.payload)
-        data = payload.model_dump()
-        ApiKeyAuthService.validate_api_key_auth_args(data)
+        current_user, current_tenant_id = current_account_with_tenant()
+
+        if not current_user.is_admin_or_owner:
+            raise Forbidden()
+        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")
+        )
+        args = parser.parse_args()
+        ApiKeyAuthService.validate_api_key_auth_args(args)
         try:
-            ApiKeyAuthService.create_provider_auth(current_tenant_id, data)
+            ApiKeyAuthService.create_provider_auth(current_tenant_id, args)
         except Exception as e:
             raise ApiKeyAuthFailedError(str(e))
         return {"result": "success"}, 200
@@ -73,10 +65,12 @@ 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()
+        current_user, 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)
 

api/controllers/console/auth/data_source_oauth.py

@@ -3,13 +3,14 @@ import logging
 import httpx
 from flask import current_app, redirect, request
 from flask_restx import Resource, fields
+from werkzeug.exceptions import Forbidden
 
 from configs import dify_config
-from libs.login import login_required
+from controllers.console import api, console_ns
+from libs.login import current_account_with_tenant, login_required
 from libs.oauth_data_source import NotionOAuth
 
-from .. import console_ns
-from ..wraps import account_initialization_required, is_admin_or_owner_required, setup_required
+from ..wraps import account_initialization_required, setup_required
 
 logger = logging.getLogger(__name__)
 
@@ -28,22 +29,24 @@ 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
+        current_user, _ = current_account_with_tenant()
+        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)
@@ -62,17 +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():
@@ -93,17 +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():
@@ -127,15 +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

@@ -1,6 +1,5 @@
 from flask import request
-from flask_restx import Resource
-from pydantic import BaseModel, Field, field_validator
+from flask_restx import Resource, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 
@@ -15,45 +14,16 @@ from controllers.console.auth.error import (
     InvalidTokenError,
     PasswordMismatchError,
 )
+from controllers.console.error import AccountInFreezeError, EmailSendIpLimitError
+from controllers.console.wraps import email_password_login_enabled, email_register_enabled, setup_required
 from extensions.ext_database import db
-from libs.helper import EmailStr, extract_remote_ip
+from libs.helper import email, extract_remote_ip
 from libs.password import valid_password
 from models import Account
 from services.account_service import AccountService
 from services.billing_service import BillingService
 from services.errors.account import AccountNotFoundError, AccountRegisterError
 
-from ..error import AccountInFreezeError, EmailSendIpLimitError
-from ..wraps import email_password_login_enabled, email_register_enabled, setup_required
-
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class EmailRegisterSendPayload(BaseModel):
-    email: EmailStr = Field(..., description="Email address")
-    language: str | None = Field(default=None, description="Language code")
-
-
-class EmailRegisterValidityPayload(BaseModel):
-    email: EmailStr = Field(...)
-    code: str = Field(...)
-    token: str = Field(...)
-
-
-class EmailRegisterResetPayload(BaseModel):
-    token: str = Field(...)
-    new_password: str = Field(...)
-    password_confirm: str = Field(...)
-
-    @field_validator("new_password", "password_confirm")
-    @classmethod
-    def validate_password(cls, value: str) -> str:
-        return valid_password(value)
-
-
-for model in (EmailRegisterSendPayload, EmailRegisterValidityPayload, EmailRegisterResetPayload):
-    console_ns.schema_model(model.__name__, model.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
 
 @console_ns.route("/email-register/send-email")
 class EmailRegisterSendEmailApi(Resource):
@@ -61,22 +31,27 @@ class EmailRegisterSendEmailApi(Resource):
     @email_password_login_enabled
     @email_register_enabled
     def post(self):
-        args = EmailRegisterSendPayload.model_validate(console_ns.payload)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("email", type=email, required=True, location="json")
+            .add_argument("language", type=str, required=False, location="json")
+        )
+        args = parser.parse_args()
 
         ip_address = extract_remote_ip(request)
         if AccountService.is_email_send_ip_limit(ip_address):
             raise EmailSendIpLimitError()
         language = "en-US"
-        if args.language in languages:
-            language = args.language
+        if args["language"] in languages:
+            language = args["language"]
 
-        if dify_config.BILLING_ENABLED and BillingService.is_email_in_freeze(args.email):
+        if dify_config.BILLING_ENABLED and BillingService.is_email_in_freeze(args["email"]):
             raise AccountInFreezeError()
 
         with Session(db.engine) as session:
-            account = session.execute(select(Account).filter_by(email=args.email)).scalar_one_or_none()
+            account = session.execute(select(Account).filter_by(email=args["email"])).scalar_one_or_none()
         token = None
-        token = AccountService.send_email_register_email(email=args.email, account=account, language=language)
+        token = AccountService.send_email_register_email(email=args["email"], account=account, language=language)
         return {"result": "success", "data": token}
 
 
@@ -86,34 +61,40 @@ class EmailRegisterCheckApi(Resource):
     @email_password_login_enabled
     @email_register_enabled
     def post(self):
-        args = EmailRegisterValidityPayload.model_validate(console_ns.payload)
+        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")
+        )
+        args = parser.parse_args()
 
-        user_email = args.email
+        user_email = args["email"]
 
-        is_email_register_error_rate_limit = AccountService.is_email_register_error_rate_limit(args.email)
+        is_email_register_error_rate_limit = AccountService.is_email_register_error_rate_limit(args["email"])
         if is_email_register_error_rate_limit:
             raise EmailRegisterLimitError()
 
-        token_data = AccountService.get_email_register_data(args.token)
+        token_data = AccountService.get_email_register_data(args["token"])
         if token_data is None:
             raise InvalidTokenError()
 
         if user_email != token_data.get("email"):
             raise InvalidEmailError()
 
-        if args.code != token_data.get("code"):
-            AccountService.add_email_register_error_rate_limit(args.email)
+        if args["code"] != token_data.get("code"):
+            AccountService.add_email_register_error_rate_limit(args["email"])
             raise EmailCodeError()
 
         # Verified, revoke the first token
-        AccountService.revoke_email_register_token(args.token)
+        AccountService.revoke_email_register_token(args["token"])
 
         # Refresh token data by generating a new token
         _, new_token = AccountService.generate_email_register_token(
-            user_email, code=args.code, additional_data={"phase": "register"}
+            user_email, code=args["code"], additional_data={"phase": "register"}
         )
 
-        AccountService.reset_email_register_error_rate_limit(args.email)
+        AccountService.reset_email_register_error_rate_limit(args["email"])
         return {"is_valid": True, "email": token_data.get("email"), "token": new_token}
 
 
@@ -123,14 +104,20 @@ class EmailRegisterResetApi(Resource):
     @email_password_login_enabled
     @email_register_enabled
     def post(self):
-        args = EmailRegisterResetPayload.model_validate(console_ns.payload)
+        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")
+        )
+        args = parser.parse_args()
 
         # Validate passwords match
-        if args.new_password != args.password_confirm:
+        if args["new_password"] != args["password_confirm"]:
             raise PasswordMismatchError()
 
         # Validate token and get register data
-        register_data = AccountService.get_email_register_data(args.token)
+        register_data = AccountService.get_email_register_data(args["token"])
         if not register_data:
             raise InvalidTokenError()
         # Must use token in reset phase
@@ -138,7 +125,7 @@ class EmailRegisterResetApi(Resource):
             raise InvalidTokenError()
 
         # Revoke token to prevent reuse
-        AccountService.revoke_email_register_token(args.token)
+        AccountService.revoke_email_register_token(args["token"])
 
         email = register_data.get("email", "")
 
@@ -148,7 +135,7 @@ class EmailRegisterResetApi(Resource):
             if account:
                 raise EmailAlreadyInUseError()
             else:
-                account = self._create_new_account(email, args.password_confirm)
+                account = self._create_new_account(email, args["password_confirm"])
                 if not account:
                     raise AccountNotFoundError()
                 token_pair = AccountService.login(account=account, ip_address=extract_remote_ip(request))

api/controllers/console/auth/forgot_password.py

@@ -2,12 +2,11 @@ import base64
 import secrets
 
 from flask import request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field, field_validator
+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,
@@ -19,50 +18,30 @@ from controllers.console.error import AccountNotFound, EmailSendIpLimitError
 from controllers.console.wraps import email_password_login_enabled, setup_required
 from events.tenant_event import tenant_was_created
 from extensions.ext_database import db
-from libs.helper import EmailStr, extract_remote_ip
+from libs.helper import email, extract_remote_ip
 from libs.password import hash_password, valid_password
 from models import Account
 from services.account_service import AccountService, TenantService
 from services.feature_service import FeatureService
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class ForgotPasswordSendPayload(BaseModel):
-    email: EmailStr = Field(...)
-    language: str | None = Field(default=None)
-
-
-class ForgotPasswordCheckPayload(BaseModel):
-    email: EmailStr = Field(...)
-    code: str = Field(...)
-    token: str = Field(...)
-
-
-class ForgotPasswordResetPayload(BaseModel):
-    token: str = Field(...)
-    new_password: str = Field(...)
-    password_confirm: str = Field(...)
-
-    @field_validator("new_password", "password_confirm")
-    @classmethod
-    def validate_password(cls, value: str) -> str:
-        return valid_password(value)
-
-
-for model in (ForgotPasswordSendPayload, ForgotPasswordCheckPayload, ForgotPasswordResetPayload):
-    console_ns.schema_model(model.__name__, model.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
 
 @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.models[ForgotPasswordSendPayload.__name__])
-    @console_ns.response(
+    @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"),
+                "language": fields.String(description="Language for email (zh-Hans/en-US)"),
+            },
+        )
+    )
+    @api.response(
         200,
         "Email sent successfully",
-        console_ns.model(
+        api.model(
             "ForgotPasswordEmailResponse",
             {
                 "result": fields.String(description="Operation result"),
@@ -71,27 +50,32 @@ 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):
-        args = ForgotPasswordSendPayload.model_validate(console_ns.payload)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("email", type=email, required=True, location="json")
+            .add_argument("language", type=str, required=False, location="json")
+        )
+        args = parser.parse_args()
 
         ip_address = extract_remote_ip(request)
         if AccountService.is_email_send_ip_limit(ip_address):
             raise EmailSendIpLimitError()
 
-        if args.language is not None and args.language == "zh-Hans":
+        if args["language"] is not None and args["language"] == "zh-Hans":
             language = "zh-Hans"
         else:
             language = "en-US"
 
         with Session(db.engine) as session:
-            account = session.execute(select(Account).filter_by(email=args.email)).scalar_one_or_none()
+            account = session.execute(select(Account).filter_by(email=args["email"])).scalar_one_or_none()
 
         token = AccountService.send_reset_password_email(
             account=account,
-            email=args.email,
+            email=args["email"],
             language=language,
             is_allow_register=FeatureService.get_system_features().is_allow_register,
         )
@@ -101,13 +85,22 @@ 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.models[ForgotPasswordCheckPayload.__name__])
-    @console_ns.response(
+    @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"),
+                "code": fields.String(required=True, description="Verification code"),
+                "token": fields.String(required=True, description="Reset token"),
+            },
+        )
+    )
+    @api.response(
         200,
         "Code verified successfully",
-        console_ns.model(
+        api.model(
             "ForgotPasswordCheckResponse",
             {
                 "is_valid": fields.Boolean(description="Whether code is valid"),
@@ -116,63 +109,84 @@ 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):
-        args = ForgotPasswordCheckPayload.model_validate(console_ns.payload)
+        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")
+        )
+        args = parser.parse_args()
 
-        user_email = args.email
+        user_email = args["email"]
 
-        is_forgot_password_error_rate_limit = AccountService.is_forgot_password_error_rate_limit(args.email)
+        is_forgot_password_error_rate_limit = AccountService.is_forgot_password_error_rate_limit(args["email"])
         if is_forgot_password_error_rate_limit:
             raise EmailPasswordResetLimitError()
 
-        token_data = AccountService.get_reset_password_data(args.token)
+        token_data = AccountService.get_reset_password_data(args["token"])
         if token_data is None:
             raise InvalidTokenError()
 
         if user_email != token_data.get("email"):
             raise InvalidEmailError()
 
-        if args.code != token_data.get("code"):
-            AccountService.add_forgot_password_error_rate_limit(args.email)
+        if args["code"] != token_data.get("code"):
+            AccountService.add_forgot_password_error_rate_limit(args["email"])
             raise EmailCodeError()
 
         # Verified, revoke the first token
-        AccountService.revoke_reset_password_token(args.token)
+        AccountService.revoke_reset_password_token(args["token"])
 
         # Refresh token data by generating a new token
         _, new_token = AccountService.generate_reset_password_token(
-            user_email, code=args.code, additional_data={"phase": "reset"}
+            user_email, code=args["code"], additional_data={"phase": "reset"}
         )
 
-        AccountService.reset_forgot_password_error_rate_limit(args.email)
+        AccountService.reset_forgot_password_error_rate_limit(args["email"])
         return {"is_valid": True, "email": token_data.get("email"), "token": new_token}
 
 
 @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.models[ForgotPasswordResetPayload.__name__])
-    @console_ns.response(
+    @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"),
+                "new_password": fields.String(required=True, description="New password"),
+                "password_confirm": fields.String(required=True, description="Password confirmation"),
+            },
+        )
+    )
+    @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):
-        args = ForgotPasswordResetPayload.model_validate(console_ns.payload)
+        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")
+        )
+        args = parser.parse_args()
 
         # Validate passwords match
-        if args.new_password != args.password_confirm:
+        if args["new_password"] != args["password_confirm"]:
             raise PasswordMismatchError()
 
         # Validate token and get reset data
-        reset_data = AccountService.get_reset_password_data(args.token)
+        reset_data = AccountService.get_reset_password_data(args["token"])
         if not reset_data:
             raise InvalidTokenError()
         # Must use token in reset phase
@@ -180,11 +194,11 @@ class ForgotPasswordResetApi(Resource):
             raise InvalidTokenError()
 
         # Revoke token to prevent reuse
-        AccountService.revoke_reset_password_token(args.token)
+        AccountService.revoke_reset_password_token(args["token"])
 
         # Generate secure salt and hash password
         salt = secrets.token_bytes(16)
-        password_hashed = hash_password(args.new_password, salt)
+        password_hashed = hash_password(args["new_password"], salt)
 
         email = reset_data.get("email", "")
 

api/controllers/console/auth/login.py

@@ -1,7 +1,6 @@
 import flask_login
 from flask import make_response, request
-from flask_restx import Resource
-from pydantic import BaseModel, Field
+from flask_restx import Resource, reqparse
 
 import services
 from configs import dify_config
@@ -24,7 +23,7 @@ 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 EmailStr, extract_remote_ip
+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,
@@ -41,36 +40,6 @@ from services.errors.account import AccountRegisterError
 from services.errors.workspace import WorkSpaceNotAllowedCreateError, WorkspacesLimitExceededError
 from services.feature_service import FeatureService
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class LoginPayload(BaseModel):
-    email: EmailStr = Field(..., description="Email address")
-    password: str = Field(..., description="Password")
-    remember_me: bool = Field(default=False, description="Remember me flag")
-    invite_token: str | None = Field(default=None, description="Invitation token")
-
-
-class EmailPayload(BaseModel):
-    email: EmailStr = Field(...)
-    language: str | None = Field(default=None)
-
-
-class EmailCodeLoginPayload(BaseModel):
-    email: EmailStr = Field(...)
-    code: str = Field(...)
-    token: str = Field(...)
-    language: str | None = Field(default=None)
-
-
-def reg(cls: type[BaseModel]):
-    console_ns.schema_model(cls.__name__, cls.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
-
-reg(LoginPayload)
-reg(EmailPayload)
-reg(EmailCodeLoginPayload)
-
 
 @console_ns.route("/login")
 class LoginApi(Resource):
@@ -78,36 +47,41 @@ class LoginApi(Resource):
 
     @setup_required
     @email_password_login_enabled
-    @console_ns.expect(console_ns.models[LoginPayload.__name__])
     def post(self):
         """Authenticate user and login."""
-        args = LoginPayload.model_validate(console_ns.payload)
+        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")
+        )
+        args = parser.parse_args()
 
-        if dify_config.BILLING_ENABLED and BillingService.is_email_in_freeze(args.email):
+        if dify_config.BILLING_ENABLED and BillingService.is_email_in_freeze(args["email"]):
             raise AccountInFreezeError()
 
-        is_login_error_rate_limit = AccountService.is_login_error_rate_limit(args.email)
+        is_login_error_rate_limit = AccountService.is_login_error_rate_limit(args["email"])
         if is_login_error_rate_limit:
             raise EmailPasswordLoginLimitError()
 
-        # TODO: why invitation is re-assigned with different type?
-        invitation = args.invite_token  # type: ignore
+        invitation = args["invite_token"]
         if invitation:
-            invitation = RegisterService.get_invitation_if_token_valid(None, args.email, invitation)  # type: ignore
+            invitation = RegisterService.get_invitation_if_token_valid(None, args["email"], invitation)
 
         try:
             if invitation:
-                data = invitation.get("data", {})  # type: ignore
+                data = invitation.get("data", {})
                 invitee_email = data.get("email") if data else None
-                if invitee_email != args.email:
+                if invitee_email != args["email"]:
                     raise InvalidEmailError()
-                account = AccountService.authenticate(args.email, args.password, args.invite_token)
+                account = AccountService.authenticate(args["email"], args["password"], args["invite_token"])
             else:
-                account = AccountService.authenticate(args.email, args.password)
+                account = AccountService.authenticate(args["email"], args["password"])
         except services.errors.account.AccountLoginError:
             raise AccountBannedError()
         except services.errors.account.AccountPasswordError:
-            AccountService.add_login_error_rate_limit(args.email)
+            AccountService.add_login_error_rate_limit(args["email"])
             raise AuthenticationFailedError()
         # SELF_HOSTED only have one workspace
         tenants = TenantService.get_join_tenants(account)
@@ -123,7 +97,7 @@ class LoginApi(Resource):
                 }
 
         token_pair = AccountService.login(account=account, ip_address=extract_remote_ip(request))
-        AccountService.reset_login_error_rate_limit(args.email)
+        AccountService.reset_login_error_rate_limit(args["email"])
 
         # Create response with cookies instead of returning tokens in body
         response = make_response({"result": "success"})
@@ -160,21 +134,25 @@ class LogoutApi(Resource):
 class ResetPasswordSendEmailApi(Resource):
     @setup_required
     @email_password_login_enabled
-    @console_ns.expect(console_ns.models[EmailPayload.__name__])
     def post(self):
-        args = EmailPayload.model_validate(console_ns.payload)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("email", type=email, required=True, location="json")
+            .add_argument("language", type=str, required=False, location="json")
+        )
+        args = parser.parse_args()
 
-        if args.language is not None and args.language == "zh-Hans":
+        if args["language"] is not None and args["language"] == "zh-Hans":
             language = "zh-Hans"
         else:
             language = "en-US"
         try:
-            account = AccountService.get_user_through_email(args.email)
+            account = AccountService.get_user_through_email(args["email"])
         except AccountRegisterError:
             raise AccountInFreezeError()
 
         token = AccountService.send_reset_password_email(
-            email=args.email,
+            email=args["email"],
             account=account,
             language=language,
             is_allow_register=FeatureService.get_system_features().is_allow_register,
@@ -186,26 +164,30 @@ class ResetPasswordSendEmailApi(Resource):
 @console_ns.route("/email-code-login")
 class EmailCodeLoginSendEmailApi(Resource):
     @setup_required
-    @console_ns.expect(console_ns.models[EmailPayload.__name__])
     def post(self):
-        args = EmailPayload.model_validate(console_ns.payload)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("email", type=email, required=True, location="json")
+            .add_argument("language", type=str, required=False, location="json")
+        )
+        args = parser.parse_args()
 
         ip_address = extract_remote_ip(request)
         if AccountService.is_email_send_ip_limit(ip_address):
             raise EmailSendIpLimitError()
 
-        if args.language is not None and args.language == "zh-Hans":
+        if args["language"] is not None and args["language"] == "zh-Hans":
             language = "zh-Hans"
         else:
             language = "en-US"
         try:
-            account = AccountService.get_user_through_email(args.email)
+            account = AccountService.get_user_through_email(args["email"])
         except AccountRegisterError:
             raise AccountInFreezeError()
 
         if account is None:
             if FeatureService.get_system_features().is_allow_register:
-                token = AccountService.send_email_code_login_email(email=args.email, language=language)
+                token = AccountService.send_email_code_login_email(email=args["email"], language=language)
             else:
                 raise AccountNotFound()
         else:
@@ -217,24 +199,30 @@ class EmailCodeLoginSendEmailApi(Resource):
 @console_ns.route("/email-code-login/validity")
 class EmailCodeLoginApi(Resource):
     @setup_required
-    @console_ns.expect(console_ns.models[EmailCodeLoginPayload.__name__])
     def post(self):
-        args = EmailCodeLoginPayload.model_validate(console_ns.payload)
+        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")
+        )
+        args = parser.parse_args()
 
-        user_email = args.email
-        language = args.language
+        user_email = args["email"]
+        language = args["language"]
 
-        token_data = AccountService.get_email_code_login_data(args.token)
+        token_data = AccountService.get_email_code_login_data(args["token"])
         if token_data is None:
             raise InvalidTokenError()
 
-        if token_data["email"] != args.email:
+        if token_data["email"] != args["email"]:
             raise InvalidEmailError()
 
-        if token_data["code"] != args.code:
+        if token_data["code"] != args["code"]:
             raise EmailCodeError()
 
-        AccountService.revoke_email_code_login_token(args.token)
+        AccountService.revoke_email_code_login_token(args["token"])
         try:
             account = AccountService.get_user_through_email(user_email)
         except AccountRegisterError:
@@ -267,7 +255,7 @@ class EmailCodeLoginApi(Resource):
             except WorkspacesLimitExceededError:
                 raise WorkspacesLimitExceeded()
         token_pair = AccountService.login(account, ip_address=extract_remote_ip(request))
-        AccountService.reset_login_error_rate_limit(args.email)
+        AccountService.reset_login_error_rate_limit(args["email"])
 
         # Create response with cookies instead of returning tokens in body
         response = make_response({"result": "success"})

api/controllers/console/auth/oauth.py

@@ -26,7 +26,7 @@ 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 +56,11 @@ 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 +75,17 @@ 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():

api/controllers/console/auth/oauth_server.py

@@ -3,8 +3,7 @@ from functools import wraps
 from typing import Concatenate, ParamSpec, TypeVar
 
 from flask import jsonify, request
-from flask_restx import Resource
-from pydantic import BaseModel
+from flask_restx import Resource, reqparse
 from werkzeug.exceptions import BadRequest, NotFound
 
 from controllers.console.wraps import account_initialization_required, setup_required
@@ -21,34 +20,15 @@ R = TypeVar("R")
 T = TypeVar("T")
 
 
-class OAuthClientPayload(BaseModel):
-    client_id: str
-
-
-class OAuthProviderRequest(BaseModel):
-    client_id: str
-    redirect_uri: str
-
-
-class OAuthTokenRequest(BaseModel):
-    client_id: str
-    grant_type: str
-    code: str | None = None
-    client_secret: str | None = None
-    redirect_uri: str | None = None
-    refresh_token: str | None = None
-
-
 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):
-        json_data = request.get_json()
-        if json_data is None:
+        parser = reqparse.RequestParser().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:
             raise BadRequest("client_id is required")
 
-        payload = OAuthClientPayload.model_validate(json_data)
-        client_id = payload.client_id
-
         oauth_provider_app = OAuthServerService.get_oauth_provider_app(client_id)
         if not oauth_provider_app:
             raise NotFound("client_id is invalid")
@@ -109,8 +89,9 @@ class OAuthServerAppApi(Resource):
     @setup_required
     @oauth_server_client_id_required
     def post(self, oauth_provider_app: OAuthProviderApp):
-        payload = OAuthProviderRequest.model_validate(request.get_json())
-        redirect_uri = payload.redirect_uri
+        parser = reqparse.RequestParser().add_argument("redirect_uri", type=str, required=True, location="json")
+        parsed_args = parser.parse_args()
+        redirect_uri = parsed_args.get("redirect_uri")
 
         # check if redirect_uri is valid
         if redirect_uri not in oauth_provider_app.redirect_uris:
@@ -149,25 +130,33 @@ class OAuthServerUserTokenApi(Resource):
     @setup_required
     @oauth_server_client_id_required
     def post(self, oauth_provider_app: OAuthProviderApp):
-        payload = OAuthTokenRequest.model_validate(request.get_json())
+        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")
+        )
+        parsed_args = parser.parse_args()
 
         try:
-            grant_type = OAuthGrantType(payload.grant_type)
+            grant_type = OAuthGrantType(parsed_args["grant_type"])
         except ValueError:
             raise BadRequest("invalid grant_type")
 
         if grant_type == OAuthGrantType.AUTHORIZATION_CODE:
-            if not payload.code:
+            if not parsed_args["code"]:
                 raise BadRequest("code is required")
 
-            if payload.client_secret != oauth_provider_app.client_secret:
+            if parsed_args["client_secret"] != oauth_provider_app.client_secret:
                 raise BadRequest("client_secret is invalid")
 
-            if payload.redirect_uri not in oauth_provider_app.redirect_uris:
+            if parsed_args["redirect_uri"] not in oauth_provider_app.redirect_uris:
                 raise BadRequest("redirect_uri is invalid")
 
             access_token, refresh_token = OAuthServerService.sign_oauth_access_token(
-                grant_type, code=payload.code, client_id=oauth_provider_app.client_id
+                grant_type, code=parsed_args["code"], client_id=oauth_provider_app.client_id
             )
             return jsonable_encoder(
                 {
@@ -178,11 +167,11 @@ class OAuthServerUserTokenApi(Resource):
                 }
             )
         elif grant_type == OAuthGrantType.REFRESH_TOKEN:
-            if not payload.refresh_token:
+            if not parsed_args["refresh_token"]:
                 raise BadRequest("refresh_token is required")
 
             access_token, refresh_token = OAuthServerService.sign_oauth_access_token(
-                grant_type, refresh_token=payload.refresh_token, client_id=oauth_provider_app.client_id
+                grant_type, refresh_token=parsed_args["refresh_token"], client_id=oauth_provider_app.client_id
             )
             return jsonable_encoder(
                 {

api/controllers/console/billing/billing.py

@@ -1,9 +1,4 @@
-import base64
-
-from flask import request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field, field_validator
-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
@@ -11,35 +6,6 @@ from enums.cloud_plan import CloudPlan
 from libs.login import current_account_with_tenant, login_required
 from services.billing_service import BillingService
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class SubscriptionQuery(BaseModel):
-    plan: str = Field(..., description="Subscription plan")
-    interval: str = Field(..., description="Billing interval")
-
-    @field_validator("plan")
-    @classmethod
-    def validate_plan(cls, value: str) -> str:
-        if value not in [CloudPlan.PROFESSIONAL, CloudPlan.TEAM]:
-            raise ValueError("Invalid plan")
-        return value
-
-    @field_validator("interval")
-    @classmethod
-    def validate_interval(cls, value: str) -> str:
-        if value not in {"month", "year"}:
-            raise ValueError("Invalid interval")
-        return value
-
-
-class PartnerTenantsPayload(BaseModel):
-    click_id: str = Field(..., description="Click Id from partner referral link")
-
-
-for model in (SubscriptionQuery, PartnerTenantsPayload):
-    console_ns.schema_model(model.__name__, model.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
-
 
 @console_ns.route("/billing/subscription")
 class Subscription(Resource):
@@ -49,9 +15,20 @@ class Subscription(Resource):
     @only_edition_cloud
     def get(self):
         current_user, current_tenant_id = current_account_with_tenant()
-        args = SubscriptionQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        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"])
+        )
+        args = parser.parse_args()
         BillingService.is_tenant_owner_or_admin(current_user)
-        return BillingService.get_subscription(args.plan, args.interval, current_user.email, current_tenant_id)
+        return BillingService.get_subscription(args["plan"], args["interval"], current_user.email, current_tenant_id)
 
 
 @console_ns.route("/billing/invoices")
@@ -64,36 +41,3 @@ class Invoices(Resource):
         current_user, current_tenant_id = current_account_with_tenant()
         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()
-
-        try:
-            args = PartnerTenantsPayload.model_validate(console_ns.payload or {})
-            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)

api/controllers/console/billing/compliance.py

@@ -1,6 +1,5 @@
 from flask import request
-from flask_restx import Resource
-from pydantic import BaseModel, Field
+from flask_restx import Resource, reqparse
 
 from libs.helper import extract_remote_ip
 from libs.login import current_account_with_tenant, login_required
@@ -10,28 +9,16 @@ from .. import console_ns
 from ..wraps import account_initialization_required, only_edition_cloud, setup_required
 
 
-class ComplianceDownloadQuery(BaseModel):
-    doc_name: str = Field(..., description="Compliance document name")
-
-
-console_ns.schema_model(
-    ComplianceDownloadQuery.__name__,
-    ComplianceDownloadQuery.model_json_schema(ref_template="#/definitions/{model}"),
-)
-
-
 @console_ns.route("/compliance/download")
 class ComplianceApi(Resource):
-    @console_ns.expect(console_ns.models[ComplianceDownloadQuery.__name__])
-    @console_ns.doc("download_compliance_document")
-    @console_ns.doc(description="Get compliance document download link")
     @setup_required
     @login_required
     @account_initialization_required
     @only_edition_cloud
     def get(self):
         current_user, current_tenant_id = current_account_with_tenant()
-        args = ComplianceDownloadQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        parser = reqparse.RequestParser().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")

api/controllers/console/datasets/data_source.py

@@ -1,15 +1,15 @@
 import json
 from collections.abc import Generator
-from typing import Any, cast
+from typing import cast
 
 from flask import request
-from flask_restx import Resource, 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 werkzeug.exceptions import NotFound
 
-from controllers.common.schema import register_schema_model
+from controllers.console import console_ns
+from controllers.console.wraps import account_initialization_required, setup_required
 from core.datasource.entities.datasource_entities import DatasourceProviderType, OnlineDocumentPagesMessage
 from core.datasource.online_document.online_document_plugin import OnlineDocumentDatasourcePlugin
 from core.indexing_runner import IndexingRunner
@@ -25,19 +25,6 @@ from services.dataset_service import DatasetService, DocumentService
 from services.datasource_provider_service import DatasourceProviderService
 from tasks.document_indexing_sync_task import document_indexing_sync_task
 
-from .. import console_ns
-from ..wraps import account_initialization_required, setup_required
-
-
-class NotionEstimatePayload(BaseModel):
-    notion_info_list: list[dict[str, Any]]
-    process_rule: dict[str, Any]
-    doc_form: str = Field(default="text_model")
-    doc_language: str = Field(default="English")
-
-
-register_schema_model(console_ns, NotionEstimatePayload)
-
 
 @console_ns.route(
     "/data-source/integrates",
@@ -256,15 +243,20 @@ class DataSourceNotionApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @console_ns.expect(console_ns.models[NotionEstimatePayload.__name__])
     def post(self):
         _, current_tenant_id = current_account_with_tenant()
 
-        payload = NotionEstimatePayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump()
+        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")
+        )
+        args = parser.parse_args()
         # validate args
         DocumentService.estimate_args_validate(args)
-        notion_info_list = payload.notion_info_list
+        notion_info_list = args["notion_info_list"]
         extract_settings = []
         for notion_info in notion_info_list:
             workspace_id = notion_info["workspace_id"]

api/controllers/console/datasets/datasets.py

@@ -1,26 +1,20 @@
 from typing import Any, cast
 
 from flask import request
-from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel, Field, field_validator
+from flask_restx import Resource, fields, marshal, marshal_with, reqparse
 from sqlalchemy import select
 from werkzeug.exceptions import Forbidden, NotFound
 
 import services
 from configs import dify_config
-from controllers.common.schema import register_schema_models
-from controllers.console import console_ns
-from controllers.console.apikey import (
-    api_key_item_model,
-    api_key_list_model,
-)
+from controllers.console import api, console_ns
+from controllers.console.apikey import api_key_fields, api_key_list
 from controllers.console.app.error import ProviderNotInitializeError
 from controllers.console.datasets.error import DatasetInUseError, DatasetNameDuplicateError, IndexingEstimateError
 from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_rate_limit_check,
     enterprise_license_required,
-    is_admin_or_owner_required,
     setup_required,
 )
 from core.errors.error import LLMBadRequestError, ProviderTokenNotInitError
@@ -32,151 +26,21 @@ from core.rag.extractor.entity.datasource_type import DatasourceType
 from core.rag.extractor.entity.extract_setting import ExtractSetting, NotionInfo, WebsiteInfo
 from core.rag.retrieval.retrieval_methods import RetrievalMethod
 from extensions.ext_database import db
-from fields.app_fields import app_detail_kernel_fields, related_app_list
-from fields.dataset_fields import (
-    dataset_detail_fields,
-    dataset_fields,
-    dataset_query_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 fields.app_fields import related_app_list
+from fields.dataset_fields import dataset_detail_fields, dataset_query_detail_fields
 from fields.document_fields import document_status_fields
 from libs.login import current_account_with_tenant, login_required
+from libs.validators import validate_description_length
 from models import ApiToken, Dataset, Document, DocumentSegment, UploadFile
 from models.dataset import DatasetPermissionEnum
 from models.provider_ids import ModelProviderID
 from services.dataset_service import DatasetPermissionService, DatasetService, DocumentService
 
 
-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_base_model = _get_or_create_model("DatasetBase", dataset_fields)
-
-tag_model = _get_or_create_model("Tag", tag_fields)
-
-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)
-
-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)
-
-doc_metadata_model = _get_or_create_model("DatasetDocMetadata", doc_metadata_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)
-dataset_detail_model = _get_or_create_model("DatasetDetail", dataset_detail_fields_copy)
-
-dataset_query_detail_model = _get_or_create_model("DatasetQueryDetail", dataset_query_detail_fields)
-
-app_detail_kernel_model = _get_or_create_model("AppDetailKernel", app_detail_kernel_fields)
-related_app_list_copy = related_app_list.copy()
-related_app_list_copy["data"] = fields.List(fields.Nested(app_detail_kernel_model))
-related_app_list_model = _get_or_create_model("RelatedAppList", related_app_list_copy)
-
-
-def _validate_indexing_technique(value: str | None) -> str | None:
-    if value is None:
-        return value
-    if value not in Dataset.INDEXING_TECHNIQUE_LIST:
-        raise ValueError("Invalid indexing technique.")
-    return value
-
-
-class DatasetCreatePayload(BaseModel):
-    name: str = Field(..., min_length=1, max_length=40)
-    description: str = Field("", max_length=400)
-    indexing_technique: str | None = None
-    permission: DatasetPermissionEnum | None = DatasetPermissionEnum.ONLY_ME
-    provider: str = "vendor"
-    external_knowledge_api_id: str | None = None
-    external_knowledge_id: str | None = None
-
-    @field_validator("indexing_technique")
-    @classmethod
-    def validate_indexing(cls, value: str | None) -> str | None:
-        return _validate_indexing_technique(value)
-
-    @field_validator("provider")
-    @classmethod
-    def validate_provider(cls, value: str) -> str:
-        if value not in Dataset.PROVIDER_LIST:
-            raise ValueError("Invalid provider.")
-        return value
-
-
-class DatasetUpdatePayload(BaseModel):
-    name: str | None = Field(None, min_length=1, max_length=40)
-    description: str | None = Field(None, max_length=400)
-    permission: DatasetPermissionEnum | None = None
-    indexing_technique: str | None = None
-    embedding_model: str | None = None
-    embedding_model_provider: str | None = None
-    retrieval_model: dict[str, Any] | None = None
-    partial_member_list: list[str] | None = None
-    external_retrieval_model: dict[str, Any] | None = None
-    external_knowledge_id: str | None = None
-    external_knowledge_api_id: str | None = None
-    icon_info: dict[str, Any] | None = None
-    is_multimodal: bool | None = False
-
-    @field_validator("indexing_technique")
-    @classmethod
-    def validate_indexing(cls, value: str | None) -> str | None:
-        return _validate_indexing_technique(value)
-
-
-class IndexingEstimatePayload(BaseModel):
-    info_list: dict[str, Any]
-    process_rule: dict[str, Any]
-    indexing_technique: str
-    doc_form: str = "text_model"
-    dataset_id: str | None = None
-    doc_language: str = "English"
-
-    @field_validator("indexing_technique")
-    @classmethod
-    def validate_indexing(cls, value: str) -> str:
-        result = _validate_indexing_technique(value)
-        if result is None:
-            raise ValueError("indexing_technique is required.")
-        return result
-
-
-register_schema_models(console_ns, DatasetCreatePayload, DatasetUpdatePayload, IndexingEstimatePayload)
+def _validate_name(name: str) -> str:
+    if not name or len(name) < 1 or len(name) > 40:
+        raise ValueError("Name must be between 1 to 40 characters.")
+    return name
 
 
 def _get_retrieval_methods_by_vector_type(vector_type: str | None, is_mock: bool = False) -> dict[str, list[str]]:
@@ -254,9 +118,9 @@ def _get_retrieval_methods_by_vector_type(vector_type: str | None, is_mock: bool
 
 @console_ns.route("/datasets")
 class DatasetListApi(Resource):
-    @console_ns.doc("get_datasets")
-    @console_ns.doc(description="Get list of datasets")
-    @console_ns.doc(
+    @api.doc("get_datasets")
+    @api.doc(description="Get list of datasets")
+    @api.doc(
         params={
             "page": "Page number (default: 1)",
             "limit": "Number of items per page (default: 20)",
@@ -266,7 +130,7 @@ class DatasetListApi(Resource):
             "include_all": "Include all datasets (default: false)",
         }
     )
-    @console_ns.response(200, "Datasets retrieved successfully")
+    @api.response(200, "Datasets retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -319,17 +183,75 @@ class DatasetListApi(Resource):
         response = {"data": data, "has_more": len(datasets) == limit, "limit": limit, "total": total, "page": page}
         return response, 200
 
-    @console_ns.doc("create_dataset")
-    @console_ns.doc(description="Create a new dataset")
-    @console_ns.expect(console_ns.models[DatasetCreatePayload.__name__])
-    @console_ns.response(201, "Dataset created successfully")
-    @console_ns.response(400, "Invalid request parameters")
+    @api.doc("create_dataset")
+    @api.doc(description="Create a new dataset")
+    @api.expect(
+        api.model(
+            "CreateDatasetRequest",
+            {
+                "name": fields.String(required=True, description="Dataset name (1-40 characters)"),
+                "description": fields.String(description="Dataset description (max 400 characters)"),
+                "indexing_technique": fields.String(description="Indexing technique"),
+                "permission": fields.String(description="Dataset permission"),
+                "provider": fields.String(description="Provider"),
+                "external_knowledge_api_id": fields.String(description="External knowledge API ID"),
+                "external_knowledge_id": fields.String(description="External knowledge ID"),
+            },
+        )
+    )
+    @api.response(201, "Dataset created successfully")
+    @api.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_rate_limit_check("knowledge")
     def post(self):
-        payload = DatasetCreatePayload.model_validate(console_ns.payload or {})
+        parser = (
+            reqparse.RequestParser()
+            .add_argument(
+                "name",
+                nullable=False,
+                required=True,
+                help="type is required. 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(
+                "indexing_technique",
+                type=str,
+                location="json",
+                choices=Dataset.INDEXING_TECHNIQUE_LIST,
+                nullable=True,
+                help="Invalid indexing technique.",
+            )
+            .add_argument(
+                "external_knowledge_api_id",
+                type=str,
+                nullable=True,
+                required=False,
+            )
+            .add_argument(
+                "provider",
+                type=str,
+                nullable=True,
+                choices=Dataset.PROVIDER_LIST,
+                required=False,
+                default="vendor",
+            )
+            .add_argument(
+                "external_knowledge_id",
+                type=str,
+                nullable=True,
+                required=False,
+            )
+        )
+        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
@@ -339,14 +261,14 @@ class DatasetListApi(Resource):
         try:
             dataset = DatasetService.create_empty_dataset(
                 tenant_id=current_tenant_id,
-                name=payload.name,
-                description=payload.description,
-                indexing_technique=payload.indexing_technique,
+                name=args["name"],
+                description=args["description"],
+                indexing_technique=args["indexing_technique"],
                 account=current_user,
-                permission=payload.permission or DatasetPermissionEnum.ONLY_ME,
-                provider=payload.provider,
-                external_knowledge_api_id=payload.external_knowledge_api_id,
-                external_knowledge_id=payload.external_knowledge_id,
+                permission=DatasetPermissionEnum.ONLY_ME,
+                provider=args["provider"],
+                external_knowledge_api_id=args["external_knowledge_api_id"],
+                external_knowledge_id=args["external_knowledge_id"],
             )
         except services.errors.dataset.DatasetNameDuplicateError:
             raise DatasetNameDuplicateError()
@@ -356,12 +278,12 @@ class DatasetListApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>")
 class DatasetApi(Resource):
-    @console_ns.doc("get_dataset")
-    @console_ns.doc(description="Get dataset details")
-    @console_ns.doc(params={"dataset_id": "Dataset ID"})
-    @console_ns.response(200, "Dataset retrieved successfully", dataset_detail_model)
-    @console_ns.response(404, "Dataset not found")
-    @console_ns.response(403, "Permission denied")
+    @api.doc("get_dataset")
+    @api.doc(description="Get dataset details")
+    @api.doc(params={"dataset_id": "Dataset ID"})
+    @api.response(200, "Dataset retrieved successfully", dataset_detail_fields)
+    @api.response(404, "Dataset not found")
+    @api.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
@@ -405,12 +327,23 @@ class DatasetApi(Resource):
 
         return data, 200
 
-    @console_ns.doc("update_dataset")
-    @console_ns.doc(description="Update dataset details")
-    @console_ns.expect(console_ns.models[DatasetUpdatePayload.__name__])
-    @console_ns.response(200, "Dataset updated successfully", dataset_detail_model)
-    @console_ns.response(404, "Dataset not found")
-    @console_ns.response(403, "Permission denied")
+    @api.doc("update_dataset")
+    @api.doc(description="Update dataset details")
+    @api.expect(
+        api.model(
+            "UpdateDatasetRequest",
+            {
+                "name": fields.String(description="Dataset name"),
+                "description": fields.String(description="Dataset description"),
+                "permission": fields.String(description="Dataset permission"),
+                "indexing_technique": fields.String(description="Indexing technique"),
+                "external_retrieval_model": fields.Raw(description="External retrieval model settings"),
+            },
+        )
+    )
+    @api.response(200, "Dataset updated successfully", dataset_detail_fields)
+    @api.response(404, "Dataset not found")
+    @api.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
@@ -421,25 +354,93 @@ class DatasetApi(Resource):
         if dataset is None:
             raise NotFound("Dataset not found.")
 
-        payload = DatasetUpdatePayload.model_validate(console_ns.payload or {})
+        parser = (
+            reqparse.RequestParser()
+            .add_argument(
+                "name",
+                nullable=False,
+                help="type is required. Name must be between 1 to 40 characters.",
+                type=_validate_name,
+            )
+            .add_argument("description", location="json", store_missing=False, type=validate_description_length)
+            .add_argument(
+                "indexing_technique",
+                type=str,
+                location="json",
+                choices=Dataset.INDEXING_TECHNIQUE_LIST,
+                nullable=True,
+                help="Invalid indexing technique.",
+            )
+            .add_argument(
+                "permission",
+                type=str,
+                location="json",
+                choices=(
+                    DatasetPermissionEnum.ONLY_ME,
+                    DatasetPermissionEnum.ALL_TEAM,
+                    DatasetPermissionEnum.PARTIAL_TEAM,
+                ),
+                help="Invalid permission.",
+            )
+            .add_argument("embedding_model", type=str, location="json", help="Invalid embedding model.")
+            .add_argument(
+                "embedding_model_provider", type=str, location="json", help="Invalid embedding model provider."
+            )
+            .add_argument("retrieval_model", type=dict, location="json", help="Invalid retrieval model.")
+            .add_argument("partial_member_list", type=list, location="json", help="Invalid parent user list.")
+            .add_argument(
+                "external_retrieval_model",
+                type=dict,
+                required=False,
+                nullable=True,
+                location="json",
+                help="Invalid external retrieval model.",
+            )
+            .add_argument(
+                "external_knowledge_id",
+                type=str,
+                required=False,
+                nullable=True,
+                location="json",
+                help="Invalid external knowledge id.",
+            )
+            .add_argument(
+                "external_knowledge_api_id",
+                type=str,
+                required=False,
+                nullable=True,
+                location="json",
+                help="Invalid external knowledge api id.",
+            )
+            .add_argument(
+                "icon_info",
+                type=dict,
+                required=False,
+                nullable=True,
+                location="json",
+                help="Invalid icon info.",
+            )
+        )
+        args = parser.parse_args()
+        data = request.get_json()
         current_user, current_tenant_id = current_account_with_tenant()
+
         # check embedding model setting
         if (
-            payload.indexing_technique == "high_quality"
-            and payload.embedding_model_provider is not None
-            and payload.embedding_model is not None
+            data.get("indexing_technique") == "high_quality"
+            and data.get("embedding_model_provider") is not None
+            and data.get("embedding_model") is not None
         ):
-            is_multimodal = DatasetService.check_is_multimodal_model(
-                dataset.tenant_id, payload.embedding_model_provider, payload.embedding_model
+            DatasetService.check_embedding_model_setting(
+                dataset.tenant_id, data.get("embedding_model_provider"), data.get("embedding_model")
             )
-            payload.is_multimodal = is_multimodal
-        payload_data = payload.model_dump(exclude_unset=True)
+
         # The role of the current user in the ta table must be admin, owner, editor, or dataset_operator
         DatasetPermissionService.check_permission(
-            current_user, dataset, payload.permission, payload.partial_member_list
+            current_user, dataset, data.get("permission"), data.get("partial_member_list")
         )
 
-        dataset = DatasetService.update_dataset(dataset_id_str, payload_data, current_user)
+        dataset = DatasetService.update_dataset(dataset_id_str, args, current_user)
 
         if dataset is None:
             raise NotFound("Dataset not found.")
@@ -447,10 +448,15 @@ class DatasetApi(Resource):
         result_data = cast(dict[str, Any], marshal(dataset, dataset_detail_fields))
         tenant_id = current_tenant_id
 
-        if payload.partial_member_list is not None and payload.permission == DatasetPermissionEnum.PARTIAL_TEAM:
-            DatasetPermissionService.update_partial_member_list(tenant_id, dataset_id_str, payload.partial_member_list)
+        if data.get("partial_member_list") and data.get("permission") == "partial_members":
+            DatasetPermissionService.update_partial_member_list(
+                tenant_id, dataset_id_str, data.get("partial_member_list")
+            )
         # clear partial member list when permission is only_me or all_team_members
-        elif payload.permission in {DatasetPermissionEnum.ONLY_ME, DatasetPermissionEnum.ALL_TEAM}:
+        elif (
+            data.get("permission") == DatasetPermissionEnum.ONLY_ME
+            or data.get("permission") == DatasetPermissionEnum.ALL_TEAM
+        ):
             DatasetPermissionService.clear_partial_member_list(dataset_id_str)
 
         partial_member_list = DatasetPermissionService.get_dataset_partial_member_list(dataset_id_str)
@@ -481,10 +487,10 @@ class DatasetApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/use-check")
 class DatasetUseCheckApi(Resource):
-    @console_ns.doc("check_dataset_use")
-    @console_ns.doc(description="Check if dataset is in use")
-    @console_ns.doc(params={"dataset_id": "Dataset ID"})
-    @console_ns.response(200, "Dataset use status retrieved successfully")
+    @api.doc("check_dataset_use")
+    @api.doc(description="Check if dataset is in use")
+    @api.doc(params={"dataset_id": "Dataset ID"})
+    @api.response(200, "Dataset use status retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -497,10 +503,10 @@ class DatasetUseCheckApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/queries")
 class DatasetQueryApi(Resource):
-    @console_ns.doc("get_dataset_queries")
-    @console_ns.doc(description="Get dataset query history")
-    @console_ns.doc(params={"dataset_id": "Dataset ID"})
-    @console_ns.response(200, "Query history retrieved successfully", dataset_query_detail_model)
+    @api.doc("get_dataset_queries")
+    @api.doc(description="Get dataset query history")
+    @api.doc(params={"dataset_id": "Dataset ID"})
+    @api.response(200, "Query history retrieved successfully", dataset_query_detail_fields)
     @setup_required
     @login_required
     @account_initialization_required
@@ -522,7 +528,7 @@ class DatasetQueryApi(Resource):
         dataset_queries, total = DatasetService.get_dataset_queries(dataset_id=dataset.id, page=page, per_page=limit)
 
         response = {
-            "data": marshal(dataset_queries, dataset_query_detail_model),
+            "data": marshal(dataset_queries, dataset_query_detail_fields),
             "has_more": len(dataset_queries) == limit,
             "limit": limit,
             "total": total,
@@ -533,16 +539,30 @@ class DatasetQueryApi(Resource):
 
 @console_ns.route("/datasets/indexing-estimate")
 class DatasetIndexingEstimateApi(Resource):
-    @console_ns.doc("estimate_dataset_indexing")
-    @console_ns.doc(description="Estimate dataset indexing cost")
-    @console_ns.response(200, "Indexing estimate calculated successfully")
+    @api.doc("estimate_dataset_indexing")
+    @api.doc(description="Estimate dataset indexing cost")
+    @api.response(200, "Indexing estimate calculated successfully")
     @setup_required
     @login_required
     @account_initialization_required
-    @console_ns.expect(console_ns.models[IndexingEstimatePayload.__name__])
     def post(self):
-        payload = IndexingEstimatePayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump()
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("info_list", type=dict, required=True, nullable=True, location="json")
+            .add_argument("process_rule", type=dict, required=True, nullable=True, location="json")
+            .add_argument(
+                "indexing_technique",
+                type=str,
+                required=True,
+                choices=Dataset.INDEXING_TECHNIQUE_LIST,
+                nullable=True,
+                location="json",
+            )
+            .add_argument("doc_form", type=str, default="text_model", required=False, nullable=False, location="json")
+            .add_argument("dataset_id", type=str, required=False, nullable=False, location="json")
+            .add_argument("doc_language", type=str, default="English", required=False, nullable=False, location="json")
+        )
+        args = parser.parse_args()
         _, current_tenant_id = current_account_with_tenant()
         # validate args
         DocumentService.estimate_args_validate(args)
@@ -629,14 +649,14 @@ class DatasetIndexingEstimateApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/related-apps")
 class DatasetRelatedAppListApi(Resource):
-    @console_ns.doc("get_dataset_related_apps")
-    @console_ns.doc(description="Get applications related to dataset")
-    @console_ns.doc(params={"dataset_id": "Dataset ID"})
-    @console_ns.response(200, "Related apps retrieved successfully", related_app_list_model)
+    @api.doc("get_dataset_related_apps")
+    @api.doc(description="Get applications related to dataset")
+    @api.doc(params={"dataset_id": "Dataset ID"})
+    @api.response(200, "Related apps retrieved successfully", related_app_list)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(related_app_list_model)
+    @marshal_with(related_app_list)
     def get(self, dataset_id):
         current_user, _ = current_account_with_tenant()
         dataset_id_str = str(dataset_id)
@@ -662,10 +682,10 @@ class DatasetRelatedAppListApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/indexing-status")
 class DatasetIndexingStatusApi(Resource):
-    @console_ns.doc("get_dataset_indexing_status")
-    @console_ns.doc(description="Get dataset indexing status")
-    @console_ns.doc(params={"dataset_id": "Dataset ID"})
-    @console_ns.response(200, "Indexing status retrieved successfully")
+    @api.doc("get_dataset_indexing_status")
+    @api.doc(description="Get dataset indexing status")
+    @api.doc(params={"dataset_id": "Dataset ID"})
+    @api.response(200, "Indexing status retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -717,13 +737,13 @@ class DatasetApiKeyApi(Resource):
     token_prefix = "dataset-"
     resource_type = "dataset"
 
-    @console_ns.doc("get_dataset_api_keys")
-    @console_ns.doc(description="Get dataset API keys")
-    @console_ns.response(200, "API keys retrieved successfully", api_key_list_model)
+    @api.doc("get_dataset_api_keys")
+    @api.doc(description="Get dataset API keys")
+    @api.response(200, "API keys retrieved successfully", api_key_list)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(api_key_list_model)
+    @marshal_with(api_key_list)
     def get(self):
         _, current_tenant_id = current_account_with_tenant()
         keys = db.session.scalars(
@@ -733,11 +753,13 @@ class DatasetApiKeyApi(Resource):
 
     @setup_required
     @login_required
-    @is_admin_or_owner_required
     @account_initialization_required
-    @marshal_with(api_key_item_model)
+    @marshal_with(api_key_fields)
     def post(self):
-        _, current_tenant_id = current_account_with_tenant()
+        # The role of the current user in the ta table must be admin or owner
+        current_user, current_tenant_id = current_account_with_tenant()
+        if not current_user.is_admin_or_owner:
+            raise Forbidden()
 
         current_key_count = (
             db.session.query(ApiToken)
@@ -746,7 +768,7 @@ class DatasetApiKeyApi(Resource):
         )
 
         if current_key_count >= self.max_keys:
-            console_ns.abort(
+            api.abort(
                 400,
                 message=f"Cannot create more than {self.max_keys} API keys for this resource type.",
                 code="max_keys_exceeded",
@@ -766,17 +788,21 @@ class DatasetApiKeyApi(Resource):
 class DatasetApiDeleteApi(Resource):
     resource_type = "dataset"
 
-    @console_ns.doc("delete_dataset_api_key")
-    @console_ns.doc(description="Delete dataset API key")
-    @console_ns.doc(params={"api_key_id": "API key ID"})
-    @console_ns.response(204, "API key deleted successfully")
+    @api.doc("delete_dataset_api_key")
+    @api.doc(description="Delete dataset API key")
+    @api.doc(params={"api_key_id": "API key ID"})
+    @api.response(204, "API key deleted successfully")
     @setup_required
     @login_required
-    @is_admin_or_owner_required
     @account_initialization_required
     def delete(self, api_key_id):
-        _, current_tenant_id = current_account_with_tenant()
+        current_user, current_tenant_id = current_account_with_tenant()
         api_key_id = str(api_key_id)
+
+        # 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()
+
         key = (
             db.session.query(ApiToken)
             .where(
@@ -788,7 +814,7 @@ class DatasetApiDeleteApi(Resource):
         )
 
         if key is None:
-            console_ns.abort(404, message="API key not found")
+            api.abort(404, message="API key not found")
 
         db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
         db.session.commit()
@@ -811,9 +837,9 @@ class DatasetEnableApiApi(Resource):
 
 @console_ns.route("/datasets/api-base-info")
 class DatasetApiBaseUrlApi(Resource):
-    @console_ns.doc("get_dataset_api_base_info")
-    @console_ns.doc(description="Get dataset API base information")
-    @console_ns.response(200, "API base info retrieved successfully")
+    @api.doc("get_dataset_api_base_info")
+    @api.doc(description="Get dataset API base information")
+    @api.response(200, "API base info retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -823,9 +849,9 @@ class DatasetApiBaseUrlApi(Resource):
 
 @console_ns.route("/datasets/retrieval-setting")
 class DatasetRetrievalSettingApi(Resource):
-    @console_ns.doc("get_dataset_retrieval_setting")
-    @console_ns.doc(description="Get dataset retrieval settings")
-    @console_ns.response(200, "Retrieval settings retrieved successfully")
+    @api.doc("get_dataset_retrieval_setting")
+    @api.doc(description="Get dataset retrieval settings")
+    @api.response(200, "Retrieval settings retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -836,10 +862,10 @@ class DatasetRetrievalSettingApi(Resource):
 
 @console_ns.route("/datasets/retrieval-setting/<string:vector_type>")
 class DatasetRetrievalSettingMockApi(Resource):
-    @console_ns.doc("get_dataset_retrieval_setting_mock")
-    @console_ns.doc(description="Get mock dataset retrieval settings by vector type")
-    @console_ns.doc(params={"vector_type": "Vector store type"})
-    @console_ns.response(200, "Mock retrieval settings retrieved successfully")
+    @api.doc("get_dataset_retrieval_setting_mock")
+    @api.doc(description="Get mock dataset retrieval settings by vector type")
+    @api.doc(params={"vector_type": "Vector store type"})
+    @api.response(200, "Mock retrieval settings retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -849,11 +875,11 @@ class DatasetRetrievalSettingMockApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/error-docs")
 class DatasetErrorDocs(Resource):
-    @console_ns.doc("get_dataset_error_docs")
-    @console_ns.doc(description="Get dataset error documents")
-    @console_ns.doc(params={"dataset_id": "Dataset ID"})
-    @console_ns.response(200, "Error documents retrieved successfully")
-    @console_ns.response(404, "Dataset not found")
+    @api.doc("get_dataset_error_docs")
+    @api.doc(description="Get dataset error documents")
+    @api.doc(params={"dataset_id": "Dataset ID"})
+    @api.response(200, "Error documents retrieved successfully")
+    @api.response(404, "Dataset not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -869,12 +895,12 @@ class DatasetErrorDocs(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/permission-part-users")
 class DatasetPermissionUserListApi(Resource):
-    @console_ns.doc("get_dataset_permission_users")
-    @console_ns.doc(description="Get dataset permission user list")
-    @console_ns.doc(params={"dataset_id": "Dataset ID"})
-    @console_ns.response(200, "Permission users retrieved successfully")
-    @console_ns.response(404, "Dataset not found")
-    @console_ns.response(403, "Permission denied")
+    @api.doc("get_dataset_permission_users")
+    @api.doc(description="Get dataset permission user list")
+    @api.doc(params={"dataset_id": "Dataset ID"})
+    @api.response(200, "Permission users retrieved successfully")
+    @api.response(404, "Dataset not found")
+    @api.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
@@ -898,11 +924,11 @@ class DatasetPermissionUserListApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/auto-disable-logs")
 class DatasetAutoDisableLogApi(Resource):
-    @console_ns.doc("get_dataset_auto_disable_logs")
-    @console_ns.doc(description="Get dataset auto disable logs")
-    @console_ns.doc(params={"dataset_id": "Dataset ID"})
-    @console_ns.response(200, "Auto disable logs retrieved successfully")
-    @console_ns.response(404, "Dataset not found")
+    @api.doc("get_dataset_auto_disable_logs")
+    @api.doc(description="Get dataset auto disable logs")
+    @api.doc(params={"dataset_id": "Dataset ID"})
+    @api.response(200, "Auto disable logs retrieved successfully")
+    @api.response(404, "Dataset not found")
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/datasets/datasets_document.py

@@ -6,14 +6,31 @@ from typing import Literal, cast
 
 import sqlalchemy as sa
 from flask import request
-from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel
+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.common.schema import register_schema_models
-from controllers.console import console_ns
+from controllers.console import api, console_ns
+from controllers.console.app.error import (
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderQuotaExceededError,
+)
+from controllers.console.datasets.error import (
+    ArchivedDocumentImmutableError,
+    DocumentAlreadyFinishedError,
+    DocumentIndexingError,
+    IndexingEstimateError,
+    InvalidActionError,
+    InvalidMetadataError,
+)
+from controllers.console.wraps import (
+    account_initialization_required,
+    cloud_edition_billing_rate_limit_check,
+    cloud_edition_billing_resource_check,
+    setup_required,
+)
 from core.errors.error import (
     LLMBadRequestError,
     ModelCurrentlyNotSupportError,
@@ -28,92 +45,22 @@ 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 models import DatasetProcessRule, Document, DocumentSegment, UploadFile
+from models import Dataset, DatasetProcessRule, Document, DocumentSegment, UploadFile
 from models.dataset import DocumentPipelineExecutionLog
 from services.dataset_service import DatasetService, DocumentService
-from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig, ProcessRule, RetrievalModel
-
-from ..app.error import (
-    ProviderModelCurrentlyNotSupportError,
-    ProviderNotInitializeError,
-    ProviderQuotaExceededError,
-)
-from ..datasets.error import (
-    ArchivedDocumentImmutableError,
-    DocumentAlreadyFinishedError,
-    DocumentIndexingError,
-    IndexingEstimateError,
-    InvalidActionError,
-    InvalidMetadataError,
-)
-from ..wraps import (
-    account_initialization_required,
-    cloud_edition_billing_rate_limit_check,
-    cloud_edition_billing_resource_check,
-    setup_required,
-)
+from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig
 
 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 DocumentRetryPayload(BaseModel):
-    document_ids: list[str]
-
-
-class DocumentRenamePayload(BaseModel):
-    name: str
-
-
-register_schema_models(
-    console_ns,
-    KnowledgeConfig,
-    ProcessRule,
-    RetrievalModel,
-    DocumentRetryPayload,
-    DocumentRenamePayload,
-)
-
-
 class DocumentResource(Resource):
     def get_document(self, dataset_id: str, document_id: str) -> Document:
         current_user, current_tenant_id = current_account_with_tenant()
@@ -157,10 +104,10 @@ 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
@@ -205,9 +152,9 @@ 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)",
@@ -215,10 +162,9 @@ 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
@@ -229,7 +175,6 @@ class DatasetDocumentListApi(Resource):
         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")
@@ -258,9 +203,6 @@ class DatasetDocumentListApi(Resource):
 
         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)
-
         if search:
             search = f"%{search}%"
             query = query.where(Document.name.like(search))
@@ -329,10 +271,9 @@ 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")
-    @console_ns.expect(console_ns.models[KnowledgeConfig.__name__])
     def post(self, dataset_id):
         current_user, _ = current_account_with_tenant()
         dataset_id = str(dataset_id)
@@ -351,7 +292,23 @@ class DatasetDocumentListApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
-        knowledge_config = KnowledgeConfig.model_validate(console_ns.payload or {})
+        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")
+        )
+        args = parser.parse_args()
+        knowledge_config = KnowledgeConfig.model_validate(args)
 
         if not dataset.indexing_technique and not knowledge_config.indexing_technique:
             raise ValueError("indexing_technique is required.")
@@ -395,15 +352,25 @@ 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.models[KnowledgeConfig.__name__])
-    @console_ns.response(201, "Dataset initialized successfully", dataset_and_document_model)
-    @console_ns.response(400, "Invalid request parameters")
+    @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"),
+                "indexing_technique": fields.String(description="Indexing technique"),
+                "process_rule": fields.Raw(description="Processing rules"),
+                "data_source": fields.Raw(description="Data source configuration"),
+            },
+        )
+    )
+    @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):
@@ -412,7 +379,27 @@ class DatasetInitApi(Resource):
         if not current_user.is_dataset_editor:
             raise Forbidden()
 
-        knowledge_config = KnowledgeConfig.model_validate(console_ns.payload or {})
+        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")
+        )
+        args = parser.parse_args()
+
+        knowledge_config = KnowledgeConfig.model_validate(args)
         if knowledge_config.indexing_technique == "high_quality":
             if knowledge_config.embedding_model is None or knowledge_config.embedding_model_provider is None:
                 raise ValueError("embedding model and embedding model provider are required for high quality indexing.")
@@ -420,14 +407,10 @@ class DatasetInitApi(Resource):
                 model_manager = ModelManager()
                 model_manager.get_model_instance(
                     tenant_id=current_tenant_id,
-                    provider=knowledge_config.embedding_model_provider,
+                    provider=args["embedding_model_provider"],
                     model_type=ModelType.TEXT_EMBEDDING,
-                    model=knowledge_config.embedding_model,
+                    model=args["embedding_model"],
                 )
-                is_multimodal = DatasetService.check_is_multimodal_model(
-                    current_tenant_id, knowledge_config.embedding_model_provider, knowledge_config.embedding_model
-                )
-                knowledge_config.is_multimodal = is_multimodal
             except InvokeAuthorizationError:
                 raise ProviderNotInitializeError(
                     "No Embedding Model available. Please configure a valid provider in the Settings -> Model Provider."
@@ -458,12 +441,12 @@ 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
@@ -673,11 +656,11 @@ 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
@@ -723,17 +706,17 @@ 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
@@ -844,14 +827,14 @@ 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
@@ -889,11 +872,11 @@ 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"),
@@ -901,9 +884,9 @@ 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
@@ -1057,16 +1040,19 @@ class DocumentRetryApi(DocumentResource):
     @login_required
     @account_initialization_required
     @cloud_edition_billing_rate_limit_check("knowledge")
-    @console_ns.expect(console_ns.models[DocumentRetryPayload.__name__])
     def post(self, dataset_id):
         """retry document."""
-        payload = DocumentRetryPayload.model_validate(console_ns.payload or {})
+
+        parser = reqparse.RequestParser().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)
         retry_documents = []
         if not dataset:
             raise NotFound("Dataset not found.")
-        for document_id in payload.document_ids:
+        for document_id in args["document_ids"]:
             try:
                 document_id = str(document_id)
 
@@ -1099,7 +1085,6 @@ class DocumentRenameApi(DocumentResource):
     @login_required
     @account_initialization_required
     @marshal_with(document_fields)
-    @console_ns.expect(console_ns.models[DocumentRenamePayload.__name__])
     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()
@@ -1109,10 +1094,11 @@ class DocumentRenameApi(DocumentResource):
         if not dataset:
             raise NotFound("Dataset not found.")
         DatasetService.check_dataset_operator_permission(current_user, dataset)
-        payload = DocumentRenamePayload.model_validate(console_ns.payload or {})
+        parser = reqparse.RequestParser().add_argument("name", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
 
         try:
-            document = DocumentService.rename_document(dataset_id, document_id, payload.name)
+            document = DocumentService.rename_document(dataset_id, document_id, args["name"])
         except services.errors.document.DocumentIndexingError:
             raise DocumentIndexingError("Cannot delete document during indexing.")
 

api/controllers/console/datasets/datasets_segments.py

@@ -1,13 +1,11 @@
 import uuid
 
 from flask import request
-from flask_restx import Resource, marshal
-from pydantic import BaseModel, Field
+from flask_restx import Resource, marshal, reqparse
 from sqlalchemy import select
 from werkzeug.exceptions import Forbidden, NotFound
 
 import services
-from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.app.error import ProviderNotInitializeError
 from controllers.console.datasets.error import (
@@ -38,58 +36,6 @@ from services.errors.chunk import ChildChunkIndexingError as ChildChunkIndexingS
 from tasks.batch_create_segment_to_index_task import batch_create_segment_to_index_task
 
 
-class SegmentListQuery(BaseModel):
-    limit: int = Field(default=20, ge=1, le=100)
-    status: list[str] = Field(default_factory=list)
-    hit_count_gte: int | None = None
-    enabled: str = Field(default="all")
-    keyword: str | None = None
-    page: int = Field(default=1, ge=1)
-
-
-class SegmentCreatePayload(BaseModel):
-    content: str
-    answer: str | None = None
-    keywords: list[str] | None = None
-    attachment_ids: list[str] | None = None
-
-
-class SegmentUpdatePayload(BaseModel):
-    content: str
-    answer: str | None = None
-    keywords: list[str] | None = None
-    regenerate_child_chunks: bool = False
-    attachment_ids: list[str] | None = None
-
-
-class BatchImportPayload(BaseModel):
-    upload_file_id: str
-
-
-class ChildChunkCreatePayload(BaseModel):
-    content: str
-
-
-class ChildChunkUpdatePayload(BaseModel):
-    content: str
-
-
-class ChildChunkBatchUpdatePayload(BaseModel):
-    chunks: list[ChildChunkUpdateArgs]
-
-
-register_schema_models(
-    console_ns,
-    SegmentListQuery,
-    SegmentCreatePayload,
-    SegmentUpdatePayload,
-    BatchImportPayload,
-    ChildChunkCreatePayload,
-    ChildChunkUpdatePayload,
-    ChildChunkBatchUpdatePayload,
-)
-
-
 @console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments")
 class DatasetDocumentSegmentListApi(Resource):
     @setup_required
@@ -114,18 +60,23 @@ class DatasetDocumentSegmentListApi(Resource):
         if not document:
             raise NotFound("Document not found.")
 
-        args = SegmentListQuery.model_validate(
-            {
-                **request.args.to_dict(),
-                "status": request.args.getlist("status"),
-            }
+        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")
         )
 
-        page = args.page
-        limit = min(args.limit, 100)
-        status_list = args.status
-        hit_count_gte = args.hit_count_gte
-        keyword = args.keyword
+        args = parser.parse_args()
+
+        page = args["page"]
+        limit = min(args["limit"], 100)
+        status_list = args["status"]
+        hit_count_gte = args["hit_count_gte"]
+        keyword = args["keyword"]
 
         query = (
             select(DocumentSegment)
@@ -145,10 +96,10 @@ class DatasetDocumentSegmentListApi(Resource):
         if keyword:
             query = query.where(DocumentSegment.content.ilike(f"%{keyword}%"))
 
-        if args.enabled.lower() != "all":
-            if args.enabled.lower() == "true":
+        if args["enabled"].lower() != "all":
+            if args["enabled"].lower() == "true":
                 query = query.where(DocumentSegment.enabled == True)
-            elif args.enabled.lower() == "false":
+            elif args["enabled"].lower() == "false":
                 query = query.where(DocumentSegment.enabled == False)
 
         segments = db.paginate(select=query, page=page, per_page=limit, max_per_page=100, error_out=False)
@@ -259,7 +210,6 @@ class DatasetDocumentSegmentAddApi(Resource):
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_knowledge_limit_check("add_segment")
     @cloud_edition_billing_rate_limit_check("knowledge")
-    @console_ns.expect(console_ns.models[SegmentCreatePayload.__name__])
     def post(self, dataset_id, document_id):
         current_user, current_tenant_id = current_account_with_tenant()
 
@@ -296,10 +246,15 @@ class DatasetDocumentSegmentAddApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         # validate args
-        payload = SegmentCreatePayload.model_validate(console_ns.payload or {})
-        payload_dict = payload.model_dump(exclude_none=True)
-        SegmentService.segment_create_args_validate(payload_dict, document)
-        segment = SegmentService.create_segment(payload_dict, document, dataset)
+        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")
+        )
+        args = parser.parse_args()
+        SegmentService.segment_create_args_validate(args, document)
+        segment = SegmentService.create_segment(args, document, dataset)
         return {"data": marshal(segment, segment_fields), "doc_form": document.doc_form}, 200
 
 
@@ -310,7 +265,6 @@ class DatasetDocumentSegmentUpdateApi(Resource):
     @account_initialization_required
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_rate_limit_check("knowledge")
-    @console_ns.expect(console_ns.models[SegmentUpdatePayload.__name__])
     def patch(self, dataset_id, document_id, segment_id):
         current_user, current_tenant_id = current_account_with_tenant()
 
@@ -359,12 +313,18 @@ class DatasetDocumentSegmentUpdateApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         # validate args
-        payload = SegmentUpdatePayload.model_validate(console_ns.payload or {})
-        payload_dict = payload.model_dump(exclude_none=True)
-        SegmentService.segment_create_args_validate(payload_dict, document)
-        segment = SegmentService.update_segment(
-            SegmentUpdateArgs.model_validate(payload.model_dump(exclude_none=True)), segment, document, dataset
+        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"
+            )
         )
+        args = parser.parse_args()
+        SegmentService.segment_create_args_validate(args, document)
+        segment = SegmentService.update_segment(SegmentUpdateArgs.model_validate(args), segment, document, dataset)
         return {"data": marshal(segment, segment_fields), "doc_form": document.doc_form}, 200
 
     @setup_required
@@ -417,7 +377,6 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_knowledge_limit_check("add_segment")
     @cloud_edition_billing_rate_limit_check("knowledge")
-    @console_ns.expect(console_ns.models[BatchImportPayload.__name__])
     def post(self, dataset_id, document_id):
         current_user, current_tenant_id = current_account_with_tenant()
 
@@ -432,8 +391,11 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
         if not document:
             raise NotFound("Document not found.")
 
-        payload = BatchImportPayload.model_validate(console_ns.payload or {})
-        upload_file_id = payload.upload_file_id
+        parser = reqparse.RequestParser().add_argument(
+            "upload_file_id", type=str, required=True, nullable=False, location="json"
+        )
+        args = parser.parse_args()
+        upload_file_id = args["upload_file_id"]
 
         upload_file = db.session.query(UploadFile).where(UploadFile.id == upload_file_id).first()
         if not upload_file:
@@ -484,7 +446,6 @@ class ChildChunkAddApi(Resource):
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_knowledge_limit_check("add_segment")
     @cloud_edition_billing_rate_limit_check("knowledge")
-    @console_ns.expect(console_ns.models[ChildChunkCreatePayload.__name__])
     def post(self, dataset_id, document_id, segment_id):
         current_user, current_tenant_id = current_account_with_tenant()
 
@@ -530,9 +491,13 @@ 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"
+        )
+        args = parser.parse_args()
         try:
-            payload = ChildChunkCreatePayload.model_validate(console_ns.payload or {})
-            child_chunk = SegmentService.create_child_chunk(payload.content, segment, document, dataset)
+            content = args["content"]
+            child_chunk = SegmentService.create_child_chunk(content, segment, document, dataset)
         except ChildChunkIndexingServiceError as e:
             raise ChildChunkIndexingError(str(e))
         return {"data": marshal(child_chunk, child_chunk_fields)}, 200
@@ -564,17 +529,18 @@ class ChildChunkAddApi(Resource):
         )
         if not segment:
             raise NotFound("Segment not found.")
-        args = SegmentListQuery.model_validate(
-            {
-                "limit": request.args.get("limit", default=20, type=int),
-                "keyword": request.args.get("keyword"),
-                "page": request.args.get("page", default=1, type=int),
-            }
+        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")
         )
 
-        page = args.page
-        limit = min(args.limit, 100)
-        keyword = args.keyword
+        args = parser.parse_args()
+
+        page = args["page"]
+        limit = min(args["limit"], 100)
+        keyword = args["keyword"]
 
         child_chunks = SegmentService.get_child_chunks(segment_id, document_id, dataset_id, page, limit, keyword)
         return {
@@ -622,9 +588,14 @@ class ChildChunkAddApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         # validate args
-        payload = ChildChunkBatchUpdatePayload.model_validate(console_ns.payload or {})
+        parser = reqparse.RequestParser().add_argument(
+            "chunks", type=list, required=True, nullable=False, location="json"
+        )
+        args = parser.parse_args()
         try:
-            child_chunks = SegmentService.update_child_chunks(payload.chunks, segment, document, dataset)
+            chunks_data = args["chunks"]
+            chunks = [ChildChunkUpdateArgs.model_validate(chunk) for chunk in chunks_data]
+            child_chunks = SegmentService.update_child_chunks(chunks, segment, document, dataset)
         except ChildChunkIndexingServiceError as e:
             raise ChildChunkIndexingError(str(e))
         return {"data": marshal(child_chunks, child_chunk_fields)}, 200
@@ -694,7 +665,6 @@ class ChildChunkUpdateApi(Resource):
     @account_initialization_required
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_rate_limit_check("knowledge")
-    @console_ns.expect(console_ns.models[ChildChunkUpdatePayload.__name__])
     def patch(self, dataset_id, document_id, segment_id, child_chunk_id):
         current_user, current_tenant_id = current_account_with_tenant()
 
@@ -741,9 +711,13 @@ 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"
+        )
+        args = parser.parse_args()
         try:
-            payload = ChildChunkUpdatePayload.model_validate(console_ns.payload or {})
-            child_chunk = SegmentService.update_child_chunk(payload.content, child_chunk, segment, document, dataset)
+            content = args["content"]
+            child_chunk = SegmentService.update_child_chunk(content, child_chunk, segment, document, dataset)
         except ChildChunkIndexingServiceError as e:
             raise ChildChunkIndexingError(str(e))
         return {"data": marshal(child_chunk, child_chunk_fields)}, 200

api/controllers/console/datasets/external.py

@@ -1,26 +1,12 @@
 from flask import request
-from flask_restx import Resource, fields, marshal
-from pydantic import BaseModel, Field
+from flask_restx import Resource, fields, marshal, reqparse
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
-from controllers.common.schema import register_schema_models
-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 controllers.console.wraps import account_initialization_required, setup_required
+from fields.dataset_fields import dataset_detail_fields
 from libs.login import current_account_with_tenant, login_required
 from services.dataset_service import DatasetService
 from services.external_knowledge_service import ExternalDatasetService
@@ -28,97 +14,24 @@ 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()
-
-
-class ExternalKnowledgeApiPayload(BaseModel):
-    name: str = Field(..., min_length=1, max_length=40)
-    settings: dict[str, object]
-
-
-class ExternalDatasetCreatePayload(BaseModel):
-    external_knowledge_api_id: str
-    external_knowledge_id: str
-    name: str = Field(..., min_length=1, max_length=40)
-    description: str | None = Field(None, max_length=400)
-    external_retrieval_model: dict[str, object] | None = None
-
-
-class ExternalHitTestingPayload(BaseModel):
-    query: str
-    external_retrieval_model: dict[str, object] | None = None
-    metadata_filtering_conditions: dict[str, object] | None = None
-
-
-class BedrockRetrievalPayload(BaseModel):
-    retrieval_setting: dict[str, object]
-    query: str
-    knowledge_id: str
-
-
-register_schema_models(
-    console_ns,
-    ExternalKnowledgeApiPayload,
-    ExternalDatasetCreatePayload,
-    ExternalHitTestingPayload,
-    BedrockRetrievalPayload,
-)
+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.")
+    return name
 
 
 @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
@@ -143,12 +56,28 @@ class ExternalApiTemplateListApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @console_ns.expect(console_ns.models[ExternalKnowledgeApiPayload.__name__])
     def post(self):
         current_user, current_tenant_id = current_account_with_tenant()
-        payload = ExternalKnowledgeApiPayload.model_validate(console_ns.payload or {})
+        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,
+            )
+        )
+        args = parser.parse_args()
 
-        ExternalDatasetService.validate_api_list(payload.settings)
+        ExternalDatasetService.validate_api_list(args["settings"])
 
         # 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:
@@ -156,7 +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=payload.model_dump()
+                tenant_id=current_tenant_id, user_id=current_user.id, args=args
             )
         except services.errors.dataset.DatasetNameDuplicateError:
             raise DatasetNameDuplicateError()
@@ -166,11 +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
@@ -185,19 +114,35 @@ class ExternalApiTemplateApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @console_ns.expect(console_ns.models[ExternalKnowledgeApiPayload.__name__])
     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)
 
-        payload = ExternalKnowledgeApiPayload.model_validate(console_ns.payload or {})
-        ExternalDatasetService.validate_api_list(payload.settings)
+        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,
+            )
+        )
+        args = parser.parse_args()
+        ExternalDatasetService.validate_api_list(args["settings"])
 
         external_knowledge_api = ExternalDatasetService.update_external_knowledge_api(
             tenant_id=current_tenant_id,
             user_id=current_user.id,
             external_knowledge_api_id=external_knowledge_api_id,
-            args=payload.model_dump(),
+            args=args,
         )
 
         return external_knowledge_api.to_dict(), 200
@@ -218,10 +163,10 @@ class ExternalApiTemplateApi(Resource):
 
 @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
@@ -236,21 +181,47 @@ 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.models[ExternalDatasetCreatePayload.__name__])
-    @console_ns.response(201, "External dataset created successfully", dataset_detail_model)
-    @console_ns.response(400, "Invalid parameters")
-    @console_ns.response(403, "Permission denied")
+    @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"),
+                "external_knowledge_id": fields.String(required=True, description="External knowledge ID"),
+                "name": fields.String(required=True, description="Dataset name"),
+                "description": fields.String(description="Dataset description"),
+            },
+        )
+    )
+    @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()
-        payload = ExternalDatasetCreatePayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump(exclude_none=True)
+        if not current_user.has_edit_permission:
+            raise Forbidden()
+
+        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")
+        )
+
+        args = parser.parse_args()
 
         # 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:
@@ -270,13 +241,22 @@ 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.models[ExternalHitTestingPayload.__name__])
-    @console_ns.response(200, "External hit testing completed successfully")
-    @console_ns.response(404, "Dataset not found")
-    @console_ns.response(400, "Invalid parameters")
+    @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"),
+                "retrieval_model": fields.Raw(description="Retrieval model configuration"),
+                "external_retrieval_model": fields.Raw(description="External retrieval model configuration"),
+            },
+        )
+    )
+    @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
@@ -292,16 +272,23 @@ class ExternalKnowledgeHitTestingApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
 
-        payload = ExternalHitTestingPayload.model_validate(console_ns.payload or {})
-        HitTestingService.hit_testing_args_check(payload.model_dump())
+        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")
+        )
+        args = parser.parse_args()
+
+        HitTestingService.hit_testing_args_check(args)
 
         try:
             response = HitTestingService.external_retrieve(
                 dataset=dataset,
-                query=payload.query,
+                query=args["query"],
                 account=current_user,
-                external_retrieval_model=payload.external_retrieval_model,
-                metadata_filtering_conditions=payload.metadata_filtering_conditions,
+                external_retrieval_model=args["external_retrieval_model"],
+                metadata_filtering_conditions=args["metadata_filtering_conditions"],
             )
 
             return response
@@ -312,15 +299,35 @@ 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.models[BedrockRetrievalPayload.__name__])
-    @console_ns.response(200, "Bedrock retrieval test completed")
+    @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"),
+                "query": fields.String(required=True, description="Query text"),
+                "knowledge_id": fields.String(required=True, description="Knowledge ID"),
+            },
+        )
+    )
+    @api.response(200, "Bedrock retrieval test completed")
     def post(self):
-        payload = BedrockRetrievalPayload.model_validate(console_ns.payload or {})
+        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)
+        )
+        args = parser.parse_args()
 
         # Call the knowledge retrieval service
         result = ExternalDatasetTestService.knowledge_retrieval(
-            payload.retrieval_setting, payload.query, payload.knowledge_id
+            args["retrieval_setting"], args["query"], args["knowledge_id"]
         )
         return result, 200

api/controllers/console/datasets/hit_testing.py

@@ -1,28 +1,34 @@
-from flask_restx import Resource
+from flask_restx import Resource, fields
 
-from controllers.common.schema import register_schema_model
-from libs.login import login_required
-
-from .. import console_ns
-from ..datasets.hit_testing_base import DatasetsHitTestingBase, HitTestingPayload
-from ..wraps import (
+from controllers.console import api, console_ns
+from controllers.console.datasets.hit_testing_base import DatasetsHitTestingBase
+from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_rate_limit_check,
     setup_required,
 )
-
-register_schema_model(console_ns, HitTestingPayload)
+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.models[HitTestingPayload.__name__])
-    @console_ns.response(200, "Hit testing completed successfully")
-    @console_ns.response(404, "Dataset not found")
-    @console_ns.response(400, "Invalid parameters")
+    @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"),
+                "retrieval_model": fields.Raw(description="Retrieval model configuration"),
+                "top_k": fields.Integer(description="Number of top results to return"),
+                "score_threshold": fields.Float(description="Score threshold for filtering results"),
+            },
+        )
+    )
+    @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
@@ -31,8 +37,7 @@ class HitTestingApi(Resource, DatasetsHitTestingBase):
         dataset_id_str = str(dataset_id)
 
         dataset = self.get_and_validate_dataset(dataset_id_str)
-        payload = HitTestingPayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump(exclude_none=True)
+        args = self.parse_args()
         self.hit_testing_args_check(args)
 
         return self.perform_hit_testing(dataset, args)

api/controllers/console/datasets/hit_testing_base.py

@@ -1,8 +1,6 @@
 import logging
-from typing import Any
 
 from flask_restx import marshal, reqparse
-from pydantic import BaseModel, Field
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
@@ -29,13 +27,6 @@ from services.hit_testing_service import HitTestingService
 logger = logging.getLogger(__name__)
 
 
-class HitTestingPayload(BaseModel):
-    query: str = Field(max_length=250)
-    retrieval_model: dict[str, Any] | None = None
-    external_retrieval_model: dict[str, Any] | None = None
-    attachment_ids: list[str] | None = None
-
-
 class DatasetsHitTestingBase:
     @staticmethod
     def get_and_validate_dataset(dataset_id: str):
@@ -52,15 +43,14 @@ class DatasetsHitTestingBase:
         return dataset
 
     @staticmethod
-    def hit_testing_args_check(args: dict[str, Any]):
+    def hit_testing_args_check(args):
         HitTestingService.hit_testing_args_check(args)
 
     @staticmethod
     def parse_args():
         parser = (
             reqparse.RequestParser()
-            .add_argument("query", type=str, required=False, location="json")
-            .add_argument("attachment_ids", type=list, required=False, location="json")
+            .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")
         )
@@ -72,11 +62,10 @@ class DatasetsHitTestingBase:
         try:
             response = HitTestingService.retrieve(
                 dataset=dataset,
-                query=args.get("query"),
+                query=args["query"],
                 account=current_user,
-                retrieval_model=args.get("retrieval_model"),
-                external_retrieval_model=args.get("external_retrieval_model"),
-                attachment_ids=args.get("attachment_ids"),
+                retrieval_model=args["retrieval_model"],
+                external_retrieval_model=args["external_retrieval_model"],
                 limit=10,
             )
             return {"query": response["query"], "records": marshal(response["records"], hit_testing_record_fields)}

api/controllers/console/datasets/metadata.py

@@ -1,10 +1,8 @@
 from typing import Literal
 
-from flask_restx import Resource, marshal_with
-from pydantic import BaseModel
+from flask_restx import Resource, marshal_with, reqparse
 from werkzeug.exceptions import NotFound
 
-from controllers.common.schema import register_schema_model, register_schema_models
 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
@@ -17,14 +15,6 @@ from services.entities.knowledge_entities.knowledge_entities import (
 from services.metadata_service import MetadataService
 
 
-class MetadataUpdatePayload(BaseModel):
-    name: str
-
-
-register_schema_models(console_ns, MetadataArgs, MetadataOperationData)
-register_schema_model(console_ns, MetadataUpdatePayload)
-
-
 @console_ns.route("/datasets/<uuid:dataset_id>/metadata")
 class DatasetMetadataCreateApi(Resource):
     @setup_required
@@ -32,10 +22,15 @@ class DatasetMetadataCreateApi(Resource):
     @account_initialization_required
     @enterprise_license_required
     @marshal_with(dataset_metadata_fields)
-    @console_ns.expect(console_ns.models[MetadataArgs.__name__])
     def post(self, dataset_id):
         current_user, _ = current_account_with_tenant()
-        metadata_args = MetadataArgs.model_validate(console_ns.payload or {})
+        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")
+        )
+        args = parser.parse_args()
+        metadata_args = MetadataArgs.model_validate(args)
 
         dataset_id_str = str(dataset_id)
         dataset = DatasetService.get_dataset(dataset_id_str)
@@ -65,11 +60,11 @@ class DatasetMetadataApi(Resource):
     @account_initialization_required
     @enterprise_license_required
     @marshal_with(dataset_metadata_fields)
-    @console_ns.expect(console_ns.models[MetadataUpdatePayload.__name__])
     def patch(self, dataset_id, metadata_id):
         current_user, _ = current_account_with_tenant()
-        payload = MetadataUpdatePayload.model_validate(console_ns.payload or {})
-        name = payload.name
+        parser = reqparse.RequestParser().add_argument("name", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+        name = args["name"]
 
         dataset_id_str = str(dataset_id)
         metadata_id_str = str(metadata_id)
@@ -136,7 +131,6 @@ class DocumentMetadataEditApi(Resource):
     @login_required
     @account_initialization_required
     @enterprise_license_required
-    @console_ns.expect(console_ns.models[MetadataOperationData.__name__])
     def post(self, dataset_id):
         current_user, _ = current_account_with_tenant()
         dataset_id_str = str(dataset_id)
@@ -145,7 +139,11 @@ class DocumentMetadataEditApi(Resource):
             raise NotFound("Dataset not found.")
         DatasetService.check_dataset_permission(dataset, current_user)
 
-        metadata_args = MetadataOperationData.model_validate(console_ns.payload or {})
+        parser = reqparse.RequestParser().add_argument(
+            "operation_data", type=list, required=True, nullable=False, location="json"
+        )
+        args = parser.parse_args()
+        metadata_args = MetadataOperationData.model_validate(args)
 
         MetadataService.update_documents_metadata(dataset, metadata_args)
 

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

@@ -1,63 +1,20 @@
-from typing import Any
-
 from flask import make_response, redirect, request
-from flask_restx import Resource
-from pydantic import BaseModel, Field
+from flask_restx import Resource, reqparse
 from werkzeug.exceptions import Forbidden, NotFound
 
 from configs import dify_config
-from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, edit_permission_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 models.provider_ids import DatasourceProviderID
 from services.datasource_provider_service import DatasourceProviderService
 from services.plugin.oauth_service import OAuthProxyService
 
 
-class DatasourceCredentialPayload(BaseModel):
-    name: str | None = Field(default=None, max_length=100)
-    credentials: dict[str, Any]
-
-
-class DatasourceCredentialDeletePayload(BaseModel):
-    credential_id: str
-
-
-class DatasourceCredentialUpdatePayload(BaseModel):
-    credential_id: str
-    name: str | None = Field(default=None, max_length=100)
-    credentials: dict[str, Any] | None = None
-
-
-class DatasourceCustomClientPayload(BaseModel):
-    client_params: dict[str, Any] | None = None
-    enable_oauth_custom_client: bool | None = None
-
-
-class DatasourceDefaultPayload(BaseModel):
-    id: str
-
-
-class DatasourceUpdateNamePayload(BaseModel):
-    credential_id: str
-    name: str = Field(max_length=100)
-
-
-register_schema_models(
-    console_ns,
-    DatasourceCredentialPayload,
-    DatasourceCredentialDeletePayload,
-    DatasourceCredentialUpdatePayload,
-    DatasourceCustomClientPayload,
-    DatasourceDefaultPayload,
-    DatasourceUpdateNamePayload,
-)
-
-
 @console_ns.route("/oauth/plugin/<path:provider_id>/datasource/get-authorization-url")
 class DatasourcePluginOAuthAuthorizationUrl(Resource):
     @setup_required
@@ -166,7 +123,6 @@ class DatasourceOAuthCallback(Resource):
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>")
 class DatasourceAuth(Resource):
-    @console_ns.expect(console_ns.models[DatasourceCredentialPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -174,7 +130,14 @@ class DatasourceAuth(Resource):
     def post(self, provider_id: str):
         _, current_tenant_id = current_account_with_tenant()
 
-        payload = DatasourceCredentialPayload.model_validate(console_ns.payload or {})
+        parser = (
+            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")
+        )
+        args = parser.parse_args()
         datasource_provider_id = DatasourceProviderID(provider_id)
         datasource_provider_service = DatasourceProviderService()
 
@@ -182,8 +145,8 @@ class DatasourceAuth(Resource):
             datasource_provider_service.add_datasource_api_key_provider(
                 tenant_id=current_tenant_id,
                 provider_id=datasource_provider_id,
-                credentials=payload.credentials,
-                name=payload.name,
+                credentials=args["credentials"],
+                name=args["name"],
             )
         except CredentialsValidateFailedError as ex:
             raise ValueError(str(ex))
@@ -207,7 +170,6 @@ class DatasourceAuth(Resource):
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/delete")
 class DatasourceAuthDeleteApi(Resource):
-    @console_ns.expect(console_ns.models[DatasourceCredentialDeletePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -219,11 +181,14 @@ class DatasourceAuthDeleteApi(Resource):
         plugin_id = datasource_provider_id.plugin_id
         provider_name = datasource_provider_id.provider_name
 
-        payload = DatasourceCredentialDeletePayload.model_validate(console_ns.payload or {})
+        parser = reqparse.RequestParser().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,
-            auth_id=payload.credential_id,
+            auth_id=args["credential_id"],
             provider=provider_name,
             plugin_id=plugin_id,
         )
@@ -232,7 +197,6 @@ class DatasourceAuthDeleteApi(Resource):
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/update")
 class DatasourceAuthUpdateApi(Resource):
-    @console_ns.expect(console_ns.models[DatasourceCredentialUpdatePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -241,16 +205,22 @@ class DatasourceAuthUpdateApi(Resource):
         _, current_tenant_id = current_account_with_tenant()
 
         datasource_provider_id = DatasourceProviderID(provider_id)
-        payload = DatasourceCredentialUpdatePayload.model_validate(console_ns.payload or {})
+        parser = (
+            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")
+        )
+        args = parser.parse_args()
 
         datasource_provider_service = DatasourceProviderService()
         datasource_provider_service.update_datasource_credentials(
             tenant_id=current_tenant_id,
-            auth_id=payload.credential_id,
+            auth_id=args["credential_id"],
             provider=datasource_provider_id.provider_name,
             plugin_id=datasource_provider_id.plugin_id,
-            credentials=payload.credentials or {},
-            name=payload.name,
+            credentials=args.get("credentials", {}),
+            name=args.get("name", None),
         )
         return {"result": "success"}, 201
 
@@ -283,7 +253,6 @@ class DatasourceHardCodeAuthListApi(Resource):
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/custom-client")
 class DatasourceAuthOauthCustomClient(Resource):
-    @console_ns.expect(console_ns.models[DatasourceCustomClientPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -291,14 +260,19 @@ class DatasourceAuthOauthCustomClient(Resource):
     def post(self, provider_id: str):
         _, current_tenant_id = current_account_with_tenant()
 
-        payload = DatasourceCustomClientPayload.model_validate(console_ns.payload or {})
+        parser = (
+            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")
+        )
+        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,
             datasource_provider_id=datasource_provider_id,
-            client_params=payload.client_params or {},
-            enabled=payload.enable_oauth_custom_client or False,
+            client_params=args.get("client_params", {}),
+            enabled=args.get("enable_oauth_custom_client", False),
         )
         return {"result": "success"}, 200
 
@@ -319,7 +293,6 @@ class DatasourceAuthOauthCustomClient(Resource):
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/default")
 class DatasourceAuthDefaultApi(Resource):
-    @console_ns.expect(console_ns.models[DatasourceDefaultPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -327,20 +300,20 @@ class DatasourceAuthDefaultApi(Resource):
     def post(self, provider_id: str):
         _, current_tenant_id = current_account_with_tenant()
 
-        payload = DatasourceDefaultPayload.model_validate(console_ns.payload or {})
+        parser = reqparse.RequestParser().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,
             datasource_provider_id=datasource_provider_id,
-            credential_id=payload.id,
+            credential_id=args["id"],
         )
         return {"result": "success"}, 200
 
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/update-name")
 class DatasourceUpdateProviderNameApi(Resource):
-    @console_ns.expect(console_ns.models[DatasourceUpdateNamePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -348,13 +321,18 @@ class DatasourceUpdateProviderNameApi(Resource):
     def post(self, provider_id: str):
         _, current_tenant_id = current_account_with_tenant()
 
-        payload = DatasourceUpdateNamePayload.model_validate(console_ns.payload or {})
+        parser = (
+            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")
+        )
+        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,
             datasource_provider_id=datasource_provider_id,
-            name=payload.name,
-            credential_id=payload.credential_id,
+            name=args["name"],
+            credential_id=args["credential_id"],
         )
         return {"result": "success"}, 200

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

@@ -1,10 +1,10 @@
 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
+from controllers.console import api, console_ns
 from controllers.console.datasets.wraps import get_rag_pipeline
 from controllers.console.wraps import account_initialization_required, setup_required
 from libs.login import current_user, login_required
@@ -12,21 +12,17 @@ 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))
+parser = (
+    reqparse.RequestParser()
+    .add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+    .add_argument("datasource_type", type=str, required=True, location="json")
+    .add_argument("credential_id", type=str, required=False, location="json")
+)
 
 
 @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)
+    @api.expect(parser)
     @setup_required
     @login_required
     @account_initialization_required
@@ -38,10 +34,15 @@ class DataSourceContentPreviewApi(Resource):
         if not isinstance(current_user, Account):
             raise Forbidden()
 
-        args = Parser.model_validate(console_ns.payload)
+        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 +51,6 @@ 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

@@ -1,11 +1,9 @@
 import logging
 
 from flask import request
-from flask_restx import Resource
-from pydantic import BaseModel, Field
+from flask_restx import Resource, reqparse
 from sqlalchemy.orm import Session
 
-from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.wraps import (
     account_initialization_required,
@@ -22,6 +20,18 @@ from services.rag_pipeline.rag_pipeline import RagPipelineService
 logger = logging.getLogger(__name__)
 
 
+def _validate_name(name: str) -> str:
+    if not name or len(name) < 1 or len(name) > 40:
+        raise ValueError("Name must be between 1 to 40 characters.")
+    return name
+
+
+def _validate_description_length(description: str) -> str:
+    if len(description) > 400:
+        raise ValueError("Description cannot exceed 400 characters.")
+    return description
+
+
 @console_ns.route("/rag/pipeline/templates")
 class PipelineTemplateListApi(Resource):
     @setup_required
@@ -49,15 +59,6 @@ class PipelineTemplateDetailApi(Resource):
         return pipeline_template, 200
 
 
-class Payload(BaseModel):
-    name: str = Field(..., min_length=1, max_length=40)
-    description: str = Field(default="", max_length=400)
-    icon_info: dict[str, object] | None = None
-
-
-register_schema_models(console_ns, Payload)
-
-
 @console_ns.route("/rag/pipeline/customized/templates/<string:template_id>")
 class CustomizedPipelineTemplateApi(Resource):
     @setup_required
@@ -65,8 +66,31 @@ class CustomizedPipelineTemplateApi(Resource):
     @account_initialization_required
     @enterprise_license_required
     def patch(self, template_id: str):
-        payload = Payload.model_validate(console_ns.payload or {})
-        pipeline_template_info = PipelineTemplateInfoEntity.model_validate(payload.model_dump())
+        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,
+            )
+        )
+        args = parser.parse_args()
+        pipeline_template_info = PipelineTemplateInfoEntity.model_validate(args)
         RagPipelineService.update_customized_pipeline_template(template_id, pipeline_template_info)
         return 200
 
@@ -95,14 +119,36 @@ class CustomizedPipelineTemplateApi(Resource):
 
 @console_ns.route("/rag/pipelines/<string:pipeline_id>/customized/publish")
 class PublishCustomizedPipelineTemplateApi(Resource):
-    @console_ns.expect(console_ns.models[Payload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @enterprise_license_required
     @knowledge_pipeline_publish_enabled
     def post(self, pipeline_id: str):
-        payload = Payload.model_validate(console_ns.payload or {})
+        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,
+            )
+        )
+        args = parser.parse_args()
         rag_pipeline_service = RagPipelineService()
-        rag_pipeline_service.publish_customized_pipeline_template(pipeline_id, payload.model_dump())
+        rag_pipeline_service.publish_customized_pipeline_template(pipeline_id, args)
         return {"result": "success"}

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

@@ -1,10 +1,8 @@
-from flask_restx import Resource, marshal
-from pydantic import BaseModel
+from flask_restx import Resource, marshal, reqparse
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden
 
 import services
-from controllers.common.schema import register_schema_model
 from controllers.console import console_ns
 from controllers.console.datasets.error import DatasetNameDuplicateError
 from controllers.console.wraps import (
@@ -21,22 +19,22 @@ from services.entities.knowledge_entities.rag_pipeline_entities import IconInfo,
 from services.rag_pipeline.rag_pipeline_dsl_service import RagPipelineDslService
 
 
-class RagPipelineDatasetImportPayload(BaseModel):
-    yaml_content: str
-
-
-register_schema_model(console_ns, RagPipelineDatasetImportPayload)
-
-
 @console_ns.route("/rag/pipeline/dataset")
 class CreateRagPipelineDatasetApi(Resource):
-    @console_ns.expect(console_ns.models[RagPipelineDatasetImportPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_rate_limit_check("knowledge")
     def post(self):
-        payload = RagPipelineDatasetImportPayload.model_validate(console_ns.payload or {})
+        parser = reqparse.RequestParser().add_argument(
+            "yaml_content",
+            type=str,
+            nullable=False,
+            required=True,
+            help="yaml_content is required.",
+        )
+
+        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:
@@ -51,7 +49,7 @@ class CreateRagPipelineDatasetApi(Resource):
             ),
             permission=DatasetPermissionEnum.ONLY_ME,
             partial_member_list=None,
-            yaml_content=payload.yaml_content,
+            yaml_content=args["yaml_content"],
         )
         try:
             with Session(db.engine) as session:

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

@@ -1,13 +1,11 @@
 import logging
-from typing import Any, NoReturn
+from typing import NoReturn
 
-from flask import Response, request
-from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel, Field
+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.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.app.error import (
     DraftWorkflowNotExist,
@@ -35,21 +33,19 @@ logger = logging.getLogger(__name__)
 
 
 def _create_pagination_parser():
-    class PaginationQuery(BaseModel):
-        page: int = Field(default=1, ge=1, le=100_000)
-        limit: int = Field(default=20, ge=1, le=100)
-
-    register_schema_models(console_ns, PaginationQuery)
-
-    return PaginationQuery
-
-
-class WorkflowDraftVariablePatchPayload(BaseModel):
-    name: str | None = None
-    value: Any | None = None
-
-
-register_schema_models(console_ns, WorkflowDraftVariablePatchPayload)
+    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")
+    )
+    return parser
 
 
 def _get_items(var_list: WorkflowDraftVariableList) -> list[WorkflowDraftVariable]:
@@ -97,8 +93,8 @@ class RagPipelineVariableCollectionApi(Resource):
         """
         Get draft workflow
         """
-        pagination = _create_pagination_parser()
-        query = pagination.model_validate(request.args.to_dict())
+        parser = _create_pagination_parser()
+        args = parser.parse_args()
 
         # fetch draft workflow by app_model
         rag_pipeline_service = RagPipelineService()
@@ -113,8 +109,8 @@ class RagPipelineVariableCollectionApi(Resource):
             )
         workflow_vars = draft_var_srv.list_variables_without_values(
             app_id=pipeline.id,
-            page=query.page,
-            limit=query.limit,
+            page=args.page,
+            limit=args.limit,
         )
 
         return workflow_vars
@@ -190,7 +186,6 @@ class RagPipelineVariableApi(Resource):
 
     @_api_prerequisite
     @marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
-    @console_ns.expect(console_ns.models[WorkflowDraftVariablePatchPayload.__name__])
     def patch(self, pipeline: Pipeline, variable_id: str):
         # Request payload for file types:
         #
@@ -213,11 +208,16 @@ 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")
+        )
+
         draft_var_srv = WorkflowDraftVariableService(
             session=db.session(),
         )
-        payload = WorkflowDraftVariablePatchPayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump(exclude_none=True)
+        args = parser.parse_args(strict=True)
 
         variable = draft_var_srv.get_variable(variable_id=variable_id)
         if variable is None:

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

@@ -1,14 +1,11 @@
-from flask import request
-from flask_restx import Resource, marshal_with  # type: ignore
-from pydantic import BaseModel, Field
+from flask_restx import Resource, marshal_with, reqparse  # type: ignore
 from sqlalchemy.orm import Session
+from werkzeug.exceptions import Forbidden
 
-from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.datasets.wraps import get_rag_pipeline
 from controllers.console.wraps import (
     account_initialization_required,
-    edit_permission_required,
     setup_required,
 )
 from extensions.ext_database import db
@@ -19,37 +16,31 @@ from services.app_dsl_service import ImportStatus
 from services.rag_pipeline.rag_pipeline_dsl_service import RagPipelineDslService
 
 
-class RagPipelineImportPayload(BaseModel):
-    mode: str
-    yaml_content: str | None = None
-    yaml_url: str | None = None
-    name: str | None = None
-    description: str | None = None
-    icon_type: str | None = None
-    icon: str | None = None
-    icon_background: str | None = None
-    pipeline_id: str | None = None
-
-
-class IncludeSecretQuery(BaseModel):
-    include_secret: str = Field(default="false")
-
-
-register_schema_models(console_ns, RagPipelineImportPayload, IncludeSecretQuery)
-
-
 @console_ns.route("/rag/pipelines/imports")
 class RagPipelineImportApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @marshal_with(pipeline_import_fields)
-    @console_ns.expect(console_ns.models[RagPipelineImportPayload.__name__])
     def post(self):
         # Check user role first
         current_user, _ = current_account_with_tenant()
-        payload = RagPipelineImportPayload.model_validate(console_ns.payload or {})
+        if not current_user.has_edit_permission:
+            raise Forbidden()
+
+        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("pipeline_id", type=str, location="json")
+        )
+        args = parser.parse_args()
 
         # Create service with session
         with Session(db.engine) as session:
@@ -58,11 +49,11 @@ class RagPipelineImportApi(Resource):
             account = current_user
             result = import_service.import_rag_pipeline(
                 account=account,
-                import_mode=payload.mode,
-                yaml_content=payload.yaml_content,
-                yaml_url=payload.yaml_url,
-                pipeline_id=payload.pipeline_id,
-                dataset_name=payload.name,
+                import_mode=args["mode"],
+                yaml_content=args.get("yaml_content"),
+                yaml_url=args.get("yaml_url"),
+                pipeline_id=args.get("pipeline_id"),
+                dataset_name=args.get("name"),
             )
             session.commit()
 
@@ -80,10 +71,12 @@ class RagPipelineImportConfirmApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @marshal_with(pipeline_import_fields)
     def post(self, import_id):
         current_user, _ = current_account_with_tenant()
+        # Check user role first
+        if not current_user.has_edit_permission:
+            raise Forbidden()
 
         # Create service with session
         with Session(db.engine) as session:
@@ -105,9 +98,12 @@ class RagPipelineImportCheckDependenciesApi(Resource):
     @login_required
     @get_rag_pipeline
     @account_initialization_required
-    @edit_permission_required
     @marshal_with(pipeline_import_check_dependencies_fields)
     def get(self, pipeline: Pipeline):
+        current_user, _ = current_account_with_tenant()
+        if not current_user.has_edit_permission:
+            raise Forbidden()
+
         with Session(db.engine) as session:
             import_service = RagPipelineDslService(session)
             result = import_service.check_dependencies(pipeline=pipeline)
@@ -121,15 +117,19 @@ class RagPipelineExportApi(Resource):
     @login_required
     @get_rag_pipeline
     @account_initialization_required
-    @edit_permission_required
     def get(self, pipeline: Pipeline):
-        # Add include_secret params
-        query = IncludeSecretQuery.model_validate(request.args.to_dict())
+        current_user, _ = current_account_with_tenant()
+        if not current_user.has_edit_permission:
+            raise Forbidden()
+
+            # Add include_secret params
+        parser = reqparse.RequestParser().add_argument("include_secret", type=str, default="false", location="args")
+        args = parser.parse_args()
 
         with Session(db.engine) as session:
             export_service = RagPipelineDslService(session)
             result = export_service.export_rag_pipeline_dsl(
-                pipeline=pipeline, include_secret=query.include_secret == "true"
+                pipeline=pipeline, include_secret=args["include_secret"] == "true"
             )
 
         return {"data": result}, 200

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

@@ -1,16 +1,14 @@
 import json
 import logging
-from typing import Any, Literal, cast
-from uuid import UUID
+from typing import cast
 
 from flask import abort, request
-from flask_restx import Resource, marshal_with  # type: ignore
-from pydantic import BaseModel, Field
+from flask_restx import Resource, inputs, marshal_with, reqparse  # type: ignore  # type: ignore
+from flask_restx.inputs import int_range  # type: ignore
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
-from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.app.error import (
     ConversationCompletedError,
@@ -38,7 +36,7 @@ from fields.workflow_run_fields import (
     workflow_run_pagination_fields,
 )
 from libs import helper
-from libs.helper import TimestampField
+from libs.helper import TimestampField, uuid_value
 from libs.login import current_account_with_tenant, current_user, login_required
 from models import Account
 from models.dataset import Pipeline
@@ -53,91 +51,6 @@ from services.rag_pipeline.rag_pipeline_transform_service import RagPipelineTran
 logger = logging.getLogger(__name__)
 
 
-class DraftWorkflowSyncPayload(BaseModel):
-    graph: dict[str, Any]
-    hash: str | None = None
-    environment_variables: list[dict[str, Any]] | None = None
-    conversation_variables: list[dict[str, Any]] | None = None
-    rag_pipeline_variables: list[dict[str, Any]] | None = None
-    features: dict[str, Any] | None = None
-
-
-class NodeRunPayload(BaseModel):
-    inputs: dict[str, Any] | None = None
-
-
-class NodeRunRequiredPayload(BaseModel):
-    inputs: dict[str, Any]
-
-
-class DatasourceNodeRunPayload(BaseModel):
-    inputs: dict[str, Any]
-    datasource_type: str
-    credential_id: str | None = None
-
-
-class DraftWorkflowRunPayload(BaseModel):
-    inputs: dict[str, Any]
-    datasource_type: str
-    datasource_info_list: list[dict[str, Any]]
-    start_node_id: str
-
-
-class PublishedWorkflowRunPayload(DraftWorkflowRunPayload):
-    is_preview: bool = False
-    response_mode: Literal["streaming", "blocking"] = "streaming"
-    original_document_id: str | None = None
-
-
-class DefaultBlockConfigQuery(BaseModel):
-    q: str | None = None
-
-
-class WorkflowListQuery(BaseModel):
-    page: int = Field(default=1, ge=1, le=99999)
-    limit: int = Field(default=10, ge=1, le=100)
-    user_id: str | None = None
-    named_only: bool = False
-
-
-class WorkflowUpdatePayload(BaseModel):
-    marked_name: str | None = Field(default=None, max_length=20)
-    marked_comment: str | None = Field(default=None, max_length=100)
-
-
-class NodeIdQuery(BaseModel):
-    node_id: str
-
-
-class WorkflowRunQuery(BaseModel):
-    last_id: UUID | None = None
-    limit: int = Field(default=20, ge=1, le=100)
-
-
-class DatasourceVariablesPayload(BaseModel):
-    datasource_type: str
-    datasource_info: dict[str, Any]
-    start_node_id: str
-    start_node_title: str
-
-
-register_schema_models(
-    console_ns,
-    DraftWorkflowSyncPayload,
-    NodeRunPayload,
-    NodeRunRequiredPayload,
-    DatasourceNodeRunPayload,
-    DraftWorkflowRunPayload,
-    PublishedWorkflowRunPayload,
-    DefaultBlockConfigQuery,
-    WorkflowListQuery,
-    WorkflowUpdatePayload,
-    NodeIdQuery,
-    WorkflowRunQuery,
-    DatasourceVariablesPayload,
-)
-
-
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft")
 class DraftRagPipelineApi(Resource):
     @setup_required
@@ -175,7 +88,15 @@ class DraftRagPipelineApi(Resource):
         content_type = request.headers.get("Content-Type", "")
 
         if "application/json" in content_type:
-            payload_dict = console_ns.payload or {}
+            parser = (
+                reqparse.RequestParser()
+                .add_argument("graph", type=dict, required=True, nullable=False, location="json")
+                .add_argument("hash", type=str, required=False, location="json")
+                .add_argument("environment_variables", type=list, required=False, location="json")
+                .add_argument("conversation_variables", type=list, required=False, location="json")
+                .add_argument("rag_pipeline_variables", type=list, required=False, location="json")
+            )
+            args = parser.parse_args()
         elif "text/plain" in content_type:
             try:
                 data = json.loads(request.data.decode("utf-8"))
@@ -185,7 +106,7 @@ class DraftRagPipelineApi(Resource):
                 if not isinstance(data.get("graph"), dict):
                     raise ValueError("graph is not a dict")
 
-                payload_dict = {
+                args = {
                     "graph": data.get("graph"),
                     "features": data.get("features"),
                     "hash": data.get("hash"),
@@ -198,26 +119,24 @@ class DraftRagPipelineApi(Resource):
         else:
             abort(415)
 
-        payload = DraftWorkflowSyncPayload.model_validate(payload_dict)
-
         try:
-            environment_variables_list = payload.environment_variables or []
+            environment_variables_list = args.get("environment_variables") or []
             environment_variables = [
                 variable_factory.build_environment_variable_from_mapping(obj) for obj in environment_variables_list
             ]
-            conversation_variables_list = payload.conversation_variables or []
+            conversation_variables_list = args.get("conversation_variables") or []
             conversation_variables = [
                 variable_factory.build_conversation_variable_from_mapping(obj) for obj in conversation_variables_list
             ]
             rag_pipeline_service = RagPipelineService()
             workflow = rag_pipeline_service.sync_draft_workflow(
                 pipeline=pipeline,
-                graph=payload.graph,
-                unique_hash=payload.hash,
+                graph=args["graph"],
+                unique_hash=args.get("hash"),
                 account=current_user,
                 environment_variables=environment_variables,
                 conversation_variables=conversation_variables,
-                rag_pipeline_variables=payload.rag_pipeline_variables or [],
+                rag_pipeline_variables=args.get("rag_pipeline_variables") or [],
             )
         except WorkflowHashNotEqualError:
             raise DraftWorkflowNotSync()
@@ -231,7 +150,6 @@ class DraftRagPipelineApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/iteration/nodes/<string:node_id>/run")
 class RagPipelineDraftRunIterationNodeApi(Resource):
-    @console_ns.expect(console_ns.models[NodeRunPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -244,8 +162,8 @@ class RagPipelineDraftRunIterationNodeApi(Resource):
         # The role of the current user in the ta table must be admin, owner, or editor
         current_user, _ = current_account_with_tenant()
 
-        payload = NodeRunPayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump(exclude_none=True)
+        parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
+        args = parser.parse_args()
 
         try:
             response = PipelineGenerateService.generate_single_iteration(
@@ -266,11 +184,9 @@ class RagPipelineDraftRunIterationNodeApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/loop/nodes/<string:node_id>/run")
 class RagPipelineDraftRunLoopNodeApi(Resource):
-    @console_ns.expect(console_ns.models[NodeRunPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline, node_id: str):
         """
@@ -278,9 +194,11 @@ class RagPipelineDraftRunLoopNodeApi(Resource):
         """
         # 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.has_edit_permission:
+            raise Forbidden()
 
-        payload = NodeRunPayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump(exclude_none=True)
+        parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
+        args = parser.parse_args()
 
         try:
             response = PipelineGenerateService.generate_single_loop(
@@ -301,11 +219,9 @@ class RagPipelineDraftRunLoopNodeApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/run")
 class DraftRagPipelineRunApi(Resource):
-    @console_ns.expect(console_ns.models[DraftWorkflowRunPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline):
         """
@@ -313,9 +229,17 @@ class DraftRagPipelineRunApi(Resource):
         """
         # 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.has_edit_permission:
+            raise Forbidden()
 
-        payload = DraftWorkflowRunPayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump()
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+            .add_argument("datasource_type", type=str, required=True, location="json")
+            .add_argument("datasource_info_list", type=list, required=True, location="json")
+            .add_argument("start_node_id", type=str, required=True, location="json")
+        )
+        args = parser.parse_args()
 
         try:
             response = PipelineGenerateService.generate(
@@ -333,11 +257,9 @@ class DraftRagPipelineRunApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/run")
 class PublishedRagPipelineRunApi(Resource):
-    @console_ns.expect(console_ns.models[PublishedWorkflowRunPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline):
         """
@@ -345,17 +267,29 @@ class PublishedRagPipelineRunApi(Resource):
         """
         # 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.has_edit_permission:
+            raise Forbidden()
 
-        payload = PublishedWorkflowRunPayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump(exclude_none=True)
-        streaming = payload.response_mode == "streaming"
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+            .add_argument("datasource_type", type=str, required=True, location="json")
+            .add_argument("datasource_info_list", type=list, required=True, location="json")
+            .add_argument("start_node_id", type=str, required=True, location="json")
+            .add_argument("is_preview", type=bool, required=True, location="json", default=False)
+            .add_argument("response_mode", type=str, required=True, location="json", default="streaming")
+            .add_argument("original_document_id", type=str, required=False, location="json")
+        )
+        args = parser.parse_args()
+
+        streaming = args["response_mode"] == "streaming"
 
         try:
             response = PipelineGenerateService.generate(
                 pipeline=pipeline,
                 user=current_user,
                 args=args,
-                invoke_from=InvokeFrom.DEBUGGER if payload.is_preview else InvokeFrom.PUBLISHED,
+                invoke_from=InvokeFrom.DEBUGGER if args.get("is_preview") else InvokeFrom.PUBLISHED,
                 streaming=streaming,
             )
 
@@ -449,11 +383,9 @@ class PublishedRagPipelineRunApi(Resource):
 #
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/run")
 class RagPipelinePublishedDatasourceNodeRunApi(Resource):
-    @console_ns.expect(console_ns.models[DatasourceNodeRunPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline, node_id: str):
         """
@@ -461,8 +393,23 @@ class RagPipelinePublishedDatasourceNodeRunApi(Resource):
         """
         # 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.has_edit_permission:
+            raise Forbidden()
 
-        payload = DatasourceNodeRunPayload.model_validate(console_ns.payload or {})
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+            .add_argument("datasource_type", type=str, required=True, location="json")
+            .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")
 
         rag_pipeline_service = RagPipelineService()
         return helper.compact_generate_response(
@@ -470,11 +417,11 @@ class RagPipelinePublishedDatasourceNodeRunApi(Resource):
                 rag_pipeline_service.run_datasource_workflow_node(
                     pipeline=pipeline,
                     node_id=node_id,
-                    user_inputs=payload.inputs,
+                    user_inputs=inputs,
                     account=current_user,
-                    datasource_type=payload.datasource_type,
+                    datasource_type=datasource_type,
                     is_published=False,
-                    credential_id=payload.credential_id,
+                    credential_id=args.get("credential_id"),
                 )
             )
         )
@@ -482,10 +429,8 @@ class RagPipelinePublishedDatasourceNodeRunApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/datasource/nodes/<string:node_id>/run")
 class RagPipelineDraftDatasourceNodeRunApi(Resource):
-    @console_ns.expect(console_ns.models[DatasourceNodeRunPayload.__name__])
     @setup_required
     @login_required
-    @edit_permission_required
     @account_initialization_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline, node_id: str):
@@ -494,8 +439,23 @@ class RagPipelineDraftDatasourceNodeRunApi(Resource):
         """
         # 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.has_edit_permission:
+            raise Forbidden()
 
-        payload = DatasourceNodeRunPayload.model_validate(console_ns.payload or {})
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+            .add_argument("datasource_type", type=str, required=True, location="json")
+            .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")
 
         rag_pipeline_service = RagPipelineService()
         return helper.compact_generate_response(
@@ -503,11 +463,11 @@ class RagPipelineDraftDatasourceNodeRunApi(Resource):
                 rag_pipeline_service.run_datasource_workflow_node(
                     pipeline=pipeline,
                     node_id=node_id,
-                    user_inputs=payload.inputs,
+                    user_inputs=inputs,
                     account=current_user,
-                    datasource_type=payload.datasource_type,
+                    datasource_type=datasource_type,
                     is_published=False,
-                    credential_id=payload.credential_id,
+                    credential_id=args.get("credential_id"),
                 )
             )
         )
@@ -515,10 +475,8 @@ class RagPipelineDraftDatasourceNodeRunApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/nodes/<string:node_id>/run")
 class RagPipelineDraftNodeRunApi(Resource):
-    @console_ns.expect(console_ns.models[NodeRunRequiredPayload.__name__])
     @setup_required
     @login_required
-    @edit_permission_required
     @account_initialization_required
     @get_rag_pipeline
     @marshal_with(workflow_run_node_execution_fields)
@@ -528,9 +486,17 @@ class RagPipelineDraftNodeRunApi(Resource):
         """
         # 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.has_edit_permission:
+            raise Forbidden()
 
-        payload = NodeRunRequiredPayload.model_validate(console_ns.payload or {})
-        inputs = payload.inputs
+        parser = reqparse.RequestParser().add_argument(
+            "inputs", type=dict, required=True, nullable=False, location="json"
+        )
+        args = parser.parse_args()
+
+        inputs = args.get("inputs")
+        if inputs == None:
+            raise ValueError("missing inputs")
 
         rag_pipeline_service = RagPipelineService()
         workflow_node_execution = rag_pipeline_service.run_draft_workflow_node(
@@ -547,7 +513,6 @@ class RagPipelineDraftNodeRunApi(Resource):
 class RagPipelineTaskStopApi(Resource):
     @setup_required
     @login_required
-    @edit_permission_required
     @account_initialization_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline, task_id: str):
@@ -556,6 +521,8 @@ class RagPipelineTaskStopApi(Resource):
         """
         # 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.has_edit_permission:
+            raise Forbidden()
 
         AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, current_user.id)
 
@@ -567,7 +534,6 @@ class PublishedRagPipelineApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @get_rag_pipeline
     @marshal_with(workflow_fields)
     def get(self, pipeline: Pipeline):
@@ -575,6 +541,9 @@ class PublishedRagPipelineApi(Resource):
         Get published pipeline
         """
         # 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.has_edit_permission:
+            raise Forbidden()
         if not pipeline.is_published:
             return None
         # fetch published workflow by pipeline
@@ -587,7 +556,6 @@ class PublishedRagPipelineApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline):
         """
@@ -595,6 +563,9 @@ class PublishedRagPipelineApi(Resource):
         """
         # 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.has_edit_permission:
+            raise Forbidden()
+
         rag_pipeline_service = RagPipelineService()
         with Session(db.engine) as session:
             pipeline = session.merge(pipeline)
@@ -621,12 +592,16 @@ class DefaultRagPipelineBlockConfigsApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @get_rag_pipeline
     def get(self, pipeline: Pipeline):
         """
         Get default block config
         """
+        # 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.has_edit_permission:
+            raise Forbidden()
+
         # Get default block configs
         rag_pipeline_service = RagPipelineService()
         return rag_pipeline_service.get_default_block_configs()
@@ -637,18 +612,25 @@ class DefaultRagPipelineBlockConfigApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @get_rag_pipeline
     def get(self, pipeline: Pipeline, block_type: str):
         """
         Get default block config
         """
-        query = DefaultBlockConfigQuery.model_validate(request.args.to_dict())
+        # 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.has_edit_permission:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser().add_argument("q", type=str, location="args")
+        args = parser.parse_args()
+
+        q = args.get("q")
 
         filters = None
-        if query.q:
+        if q:
             try:
-                filters = json.loads(query.q)
+                filters = json.loads(args.get("q", ""))
             except json.JSONDecodeError:
                 raise ValueError("Invalid filters")
 
@@ -662,7 +644,6 @@ class PublishedAllRagPipelineApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @get_rag_pipeline
     @marshal_with(workflow_pagination_fields)
     def get(self, pipeline: Pipeline):
@@ -670,17 +651,26 @@ class PublishedAllRagPipelineApi(Resource):
         Get published workflows
         """
         current_user, _ = current_account_with_tenant()
+        if not current_user.has_edit_permission:
+            raise Forbidden()
 
-        query = WorkflowListQuery.model_validate(request.args.to_dict())
-
-        page = query.page
-        limit = query.limit
-        user_id = query.user_id
-        named_only = query.named_only
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("page", type=inputs.int_range(1, 99999), required=False, default=1, location="args")
+            .add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
+            .add_argument("user_id", type=str, required=False, location="args")
+            .add_argument("named_only", type=inputs.boolean, required=False, default=False, location="args")
+        )
+        args = parser.parse_args()
+        page = int(args.get("page", 1))
+        limit = int(args.get("limit", 10))
+        user_id = args.get("user_id")
+        named_only = args.get("named_only", False)
 
         if user_id:
             if user_id != current_user.id:
                 raise Forbidden()
+            user_id = cast(str, user_id)
 
         rag_pipeline_service = RagPipelineService()
         with Session(db.engine) as session:
@@ -706,7 +696,6 @@ class RagPipelineByIdApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     @get_rag_pipeline
     @marshal_with(workflow_fields)
     def patch(self, pipeline: Pipeline, workflow_id: str):
@@ -715,9 +704,29 @@ class RagPipelineByIdApi(Resource):
         """
         # Check permission
         current_user, _ = current_account_with_tenant()
+        if not current_user.has_edit_permission:
+            raise Forbidden()
 
-        payload = WorkflowUpdatePayload.model_validate(console_ns.payload or {})
-        update_data = payload.model_dump(exclude_unset=True)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("marked_name", type=str, required=False, location="json")
+            .add_argument("marked_comment", type=str, required=False, location="json")
+        )
+        args = parser.parse_args()
+
+        # Validate name and comment length
+        if args.marked_name and len(args.marked_name) > 20:
+            raise ValueError("Marked name cannot exceed 20 characters")
+        if args.marked_comment and len(args.marked_comment) > 100:
+            raise ValueError("Marked comment cannot exceed 100 characters")
+        args = parser.parse_args()
+
+        # Prepare update data
+        update_data = {}
+        if args.get("marked_name") is not None:
+            update_data["marked_name"] = args["marked_name"]
+        if args.get("marked_comment") is not None:
+            update_data["marked_comment"] = args["marked_comment"]
 
         if not update_data:
             return {"message": "No valid fields to update"}, 400
@@ -754,8 +763,11 @@ class PublishedRagPipelineSecondStepApi(Resource):
         """
         Get second step parameters of rag pipeline
         """
-        query = NodeIdQuery.model_validate(request.args.to_dict())
-        node_id = query.node_id
+        parser = reqparse.RequestParser().add_argument("node_id", type=str, required=True, location="args")
+        args = parser.parse_args()
+        node_id = args.get("node_id")
+        if not node_id:
+            raise ValueError("Node ID is required")
         rag_pipeline_service = RagPipelineService()
         variables = rag_pipeline_service.get_second_step_parameters(pipeline=pipeline, node_id=node_id, is_draft=False)
         return {
@@ -774,8 +786,11 @@ class PublishedRagPipelineFirstStepApi(Resource):
         """
         Get first step parameters of rag pipeline
         """
-        query = NodeIdQuery.model_validate(request.args.to_dict())
-        node_id = query.node_id
+        parser = reqparse.RequestParser().add_argument("node_id", type=str, required=True, location="args")
+        args = parser.parse_args()
+        node_id = args.get("node_id")
+        if not node_id:
+            raise ValueError("Node ID is required")
         rag_pipeline_service = RagPipelineService()
         variables = rag_pipeline_service.get_first_step_parameters(pipeline=pipeline, node_id=node_id, is_draft=False)
         return {
@@ -794,8 +809,11 @@ class DraftRagPipelineFirstStepApi(Resource):
         """
         Get first step parameters of rag pipeline
         """
-        query = NodeIdQuery.model_validate(request.args.to_dict())
-        node_id = query.node_id
+        parser = reqparse.RequestParser().add_argument("node_id", type=str, required=True, location="args")
+        args = parser.parse_args()
+        node_id = args.get("node_id")
+        if not node_id:
+            raise ValueError("Node ID is required")
         rag_pipeline_service = RagPipelineService()
         variables = rag_pipeline_service.get_first_step_parameters(pipeline=pipeline, node_id=node_id, is_draft=True)
         return {
@@ -814,8 +832,11 @@ class DraftRagPipelineSecondStepApi(Resource):
         """
         Get second step parameters of rag pipeline
         """
-        query = NodeIdQuery.model_validate(request.args.to_dict())
-        node_id = query.node_id
+        parser = reqparse.RequestParser().add_argument("node_id", type=str, required=True, location="args")
+        args = parser.parse_args()
+        node_id = args.get("node_id")
+        if not node_id:
+            raise ValueError("Node ID is required")
 
         rag_pipeline_service = RagPipelineService()
         variables = rag_pipeline_service.get_second_step_parameters(pipeline=pipeline, node_id=node_id, is_draft=True)
@@ -835,16 +856,12 @@ class RagPipelineWorkflowRunListApi(Resource):
         """
         Get workflow run list
         """
-        query = WorkflowRunQuery.model_validate(
-            {
-                "last_id": request.args.get("last_id"),
-                "limit": request.args.get("limit", type=int, default=20),
-            }
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("last_id", type=uuid_value, location="args")
+            .add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
         )
-        args = {
-            "last_id": str(query.last_id) if query.last_id else None,
-            "limit": query.limit,
-        }
+        args = parser.parse_args()
 
         rag_pipeline_service = RagPipelineService()
         result = rag_pipeline_service.get_rag_pipeline_paginate_workflow_runs(pipeline=pipeline, args=args)
@@ -946,7 +963,6 @@ class RagPipelineTransformApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/datasource/variables-inspect")
 class RagPipelineDatasourceVariableApi(Resource):
-    @console_ns.expect(console_ns.models[DatasourceVariablesPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -958,7 +974,14 @@ class RagPipelineDatasourceVariableApi(Resource):
         Set datasource variables
         """
         current_user, _ = current_account_with_tenant()
-        args = DatasourceVariablesPayload.model_validate(console_ns.payload or {}).model_dump()
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("datasource_type", type=str, required=True, location="json")
+            .add_argument("datasource_info", type=dict, required=True, location="json")
+            .add_argument("start_node_id", type=str, required=True, location="json")
+            .add_argument("start_node_title", type=str, required=True, location="json")
+        )
+        args = parser.parse_args()
 
         rag_pipeline_service = RagPipelineService()
         workflow_node_execution = rag_pipeline_service.set_datasource_variables(

api/controllers/console/datasets/website.py

@@ -1,46 +1,54 @@
-from typing import Literal
+from flask_restx import Resource, fields, reqparse
 
-from flask import request
-from flask_restx import Resource
-from pydantic import BaseModel
-
-from controllers.common.schema import register_schema_models
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.datasets.error import WebsiteCrawlError
 from controllers.console.wraps import account_initialization_required, setup_required
 from libs.login import login_required
 from services.website_service import WebsiteCrawlApiRequest, WebsiteCrawlStatusApiRequest, WebsiteService
 
 
-class WebsiteCrawlPayload(BaseModel):
-    provider: Literal["firecrawl", "watercrawl", "jinareader"]
-    url: str
-    options: dict[str, object]
-
-
-class WebsiteCrawlStatusQuery(BaseModel):
-    provider: Literal["firecrawl", "watercrawl", "jinareader"]
-
-
-register_schema_models(console_ns, WebsiteCrawlPayload, WebsiteCrawlStatusQuery)
-
-
 @console_ns.route("/website/crawl")
 class WebsiteCrawlApi(Resource):
-    @console_ns.doc("crawl_website")
-    @console_ns.doc(description="Crawl website content")
-    @console_ns.expect(console_ns.models[WebsiteCrawlPayload.__name__])
-    @console_ns.response(200, "Website crawl initiated successfully")
-    @console_ns.response(400, "Invalid crawl parameters")
+    @api.doc("crawl_website")
+    @api.doc(description="Crawl website content")
+    @api.expect(
+        api.model(
+            "WebsiteCrawlRequest",
+            {
+                "provider": fields.String(
+                    required=True,
+                    description="Crawl provider (firecrawl/watercrawl/jinareader)",
+                    enum=["firecrawl", "watercrawl", "jinareader"],
+                ),
+                "url": fields.String(required=True, description="URL to crawl"),
+                "options": fields.Raw(required=True, description="Crawl options"),
+            },
+        )
+    )
+    @api.response(200, "Website crawl initiated successfully")
+    @api.response(400, "Invalid crawl parameters")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        payload = WebsiteCrawlPayload.model_validate(console_ns.payload or {})
+        parser = (
+            reqparse.RequestParser()
+            .add_argument(
+                "provider",
+                type=str,
+                choices=["firecrawl", "watercrawl", "jinareader"],
+                required=True,
+                nullable=True,
+                location="json",
+            )
+            .add_argument("url", type=str, required=True, nullable=True, location="json")
+            .add_argument("options", type=dict, required=True, nullable=True, location="json")
+        )
+        args = parser.parse_args()
 
         # Create typed request and validate
         try:
-            api_request = WebsiteCrawlApiRequest.from_args(payload.model_dump())
+            api_request = WebsiteCrawlApiRequest.from_args(args)
         except ValueError as e:
             raise WebsiteCrawlError(str(e))
 
@@ -54,22 +62,24 @@ class WebsiteCrawlApi(Resource):
 
 @console_ns.route("/website/crawl/status/<string:job_id>")
 class WebsiteCrawlStatusApi(Resource):
-    @console_ns.doc("get_crawl_status")
-    @console_ns.doc(description="Get website crawl status")
-    @console_ns.doc(params={"job_id": "Crawl job ID", "provider": "Crawl provider (firecrawl/watercrawl/jinareader)"})
-    @console_ns.expect(console_ns.models[WebsiteCrawlStatusQuery.__name__])
-    @console_ns.response(200, "Crawl status retrieved successfully")
-    @console_ns.response(404, "Crawl job not found")
-    @console_ns.response(400, "Invalid provider")
+    @api.doc("get_crawl_status")
+    @api.doc(description="Get website crawl status")
+    @api.doc(params={"job_id": "Crawl job ID", "provider": "Crawl provider (firecrawl/watercrawl/jinareader)"})
+    @api.response(200, "Crawl status retrieved successfully")
+    @api.response(404, "Crawl job not found")
+    @api.response(400, "Invalid provider")
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, job_id: str):
-        args = WebsiteCrawlStatusQuery.model_validate(request.args.to_dict())
+        parser = reqparse.RequestParser().add_argument(
+            "provider", type=str, choices=["firecrawl", "watercrawl", "jinareader"], required=True, location="args"
+        )
+        args = parser.parse_args()
 
         # Create typed request and validate
         try:
-            api_request = WebsiteCrawlStatusApiRequest.from_args(args.model_dump(), job_id)
+            api_request = WebsiteCrawlStatusApiRequest.from_args(args, job_id)
         except ValueError as e:
             raise WebsiteCrawlError(str(e))
 

api/controllers/console/datasets/wraps.py

@@ -1,40 +1,44 @@
 from collections.abc import Callable
 from functools import wraps
-from typing import ParamSpec, TypeVar
 
 from controllers.console.datasets.error import PipelineNotFoundError
 from extensions.ext_database import db
 from libs.login import current_account_with_tenant
 from models.dataset import Pipeline
 
-P = ParamSpec("P")
-R = TypeVar("R")
 
+def get_rag_pipeline(
+    view: Callable | None = None,
+):
+    def decorator(view_func):
+        @wraps(view_func)
+        def decorated_view(*args, **kwargs):
+            if not kwargs.get("pipeline_id"):
+                raise ValueError("missing pipeline_id in path parameters")
 
-def get_rag_pipeline(view_func: Callable[P, R]):
-    @wraps(view_func)
-    def decorated_view(*args: P.args, **kwargs: P.kwargs):
-        if not kwargs.get("pipeline_id"):
-            raise ValueError("missing pipeline_id in path parameters")
+            _, current_tenant_id = current_account_with_tenant()
 
-        _, current_tenant_id = current_account_with_tenant()
+            pipeline_id = kwargs.get("pipeline_id")
+            pipeline_id = str(pipeline_id)
 
-        pipeline_id = kwargs.get("pipeline_id")
-        pipeline_id = str(pipeline_id)
+            del kwargs["pipeline_id"]
 
-        del kwargs["pipeline_id"]
+            pipeline = (
+                db.session.query(Pipeline)
+                .where(Pipeline.id == pipeline_id, Pipeline.tenant_id == current_tenant_id)
+                .first()
+            )
 
-        pipeline = (
-            db.session.query(Pipeline)
-            .where(Pipeline.id == pipeline_id, Pipeline.tenant_id == current_tenant_id)
-            .first()
-        )
+            if not pipeline:
+                raise PipelineNotFoundError()
 
-        if not pipeline:
-            raise PipelineNotFoundError()
+            kwargs["pipeline"] = pipeline
 
-        kwargs["pipeline"] = pipeline
+            return view_func(*args, **kwargs)
 
-        return view_func(*args, **kwargs)
+        return decorated_view
 
-    return decorated_view
+    if view is None:
+        return decorator
+    else:
+        return decorator(view)

api/controllers/console/explore/audio.py

@@ -1,11 +1,9 @@
 import logging
 
 from flask import request
-from pydantic import BaseModel, Field
 from werkzeug.exceptions import InternalServerError
 
 import services
-from controllers.common.schema import register_schema_model
 from controllers.console.app.error import (
     AppUnavailableError,
     AudioTooLargeError,
@@ -33,16 +31,6 @@ from .. import console_ns
 logger = logging.getLogger(__name__)
 
 
-class TextToAudioPayload(BaseModel):
-    message_id: str | None = None
-    voice: str | None = None
-    text: str | None = None
-    streaming: bool | None = Field(default=None, description="Enable streaming response")
-
-
-register_schema_model(console_ns, TextToAudioPayload)
-
-
 @console_ns.route(
     "/installed-apps/<uuid:installed_app_id>/audio-to-text",
     endpoint="installed_app_audio",
@@ -88,15 +76,23 @@ class ChatAudioApi(InstalledAppResource):
     endpoint="installed_app_text",
 )
 class ChatTextApi(InstalledAppResource):
-    @console_ns.expect(console_ns.models[TextToAudioPayload.__name__])
     def post(self, installed_app):
+        from flask_restx import reqparse
+
         app_model = installed_app.app
         try:
-            payload = TextToAudioPayload.model_validate(console_ns.payload or {})
+            parser = (
+                reqparse.RequestParser()
+                .add_argument("message_id", type=str, required=False, location="json")
+                .add_argument("voice", type=str, location="json")
+                .add_argument("text", type=str, location="json")
+                .add_argument("streaming", type=bool, location="json")
+            )
+            args = parser.parse_args()
 
-            message_id = payload.message_id
-            text = payload.text
-            voice = payload.voice
+            message_id = args.get("message_id", None)
+            text = args.get("text", None)
+            voice = args.get("voice", None)
 
             response = AudioService.transcript_tts(app_model=app_model, text=text, voice=voice, message_id=message_id)
             return response

api/controllers/console/explore/completion.py

@@ -1,12 +1,9 @@
 import logging
-from typing import Any, Literal
-from uuid import UUID
 
-from pydantic import BaseModel, Field
+from flask_restx import reqparse
 from werkzeug.exceptions import InternalServerError, NotFound
 
 import services
-from controllers.common.schema import register_schema_models
 from controllers.console.app.error import (
     AppUnavailableError,
     CompletionRequestError,
@@ -18,6 +15,7 @@ from controllers.console.app.error import (
 from controllers.console.explore.error import NotChatAppError, NotCompletionAppError
 from controllers.console.explore.wraps import InstalledAppResource
 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,
@@ -28,11 +26,11 @@ from core.model_runtime.errors.invoke import InvokeError
 from extensions.ext_database import db
 from libs import helper
 from libs.datetime_utils import naive_utc_now
+from libs.helper import uuid_value
 from libs.login import current_user
 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
 
 from .. import console_ns
@@ -40,42 +38,28 @@ from .. import console_ns
 logger = logging.getLogger(__name__)
 
 
-class CompletionMessagePayload(BaseModel):
-    inputs: dict[str, Any]
-    query: str = ""
-    files: list[dict[str, Any]] | None = None
-    response_mode: Literal["blocking", "streaming"] | None = None
-    retriever_from: str = Field(default="explore_app")
-
-
-class ChatMessagePayload(BaseModel):
-    inputs: dict[str, Any]
-    query: str
-    files: list[dict[str, Any]] | None = None
-    conversation_id: UUID | None = None
-    parent_message_id: UUID | None = None
-    retriever_from: str = Field(default="explore_app")
-
-
-register_schema_models(console_ns, CompletionMessagePayload, ChatMessagePayload)
-
-
 # define completion api for user
 @console_ns.route(
     "/installed-apps/<uuid:installed_app_id>/completion-messages",
     endpoint="installed_app_completion",
 )
 class CompletionApi(InstalledAppResource):
-    @console_ns.expect(console_ns.models[CompletionMessagePayload.__name__])
     def post(self, installed_app):
         app_model = installed_app.app
-        if app_model.mode != AppMode.COMPLETION:
+        if app_model.mode != "completion":
             raise NotCompletionAppError()
 
-        payload = CompletionMessagePayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump(exclude_none=True)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("inputs", type=dict, required=True, location="json")
+            .add_argument("query", type=str, location="json", default="")
+            .add_argument("files", type=list, required=False, location="json")
+            .add_argument("response_mode", type=str, choices=["blocking", "streaming"], location="json")
+            .add_argument("retriever_from", type=str, required=False, default="explore_app", location="json")
+        )
+        args = parser.parse_args()
 
-        streaming = payload.response_mode == "streaming"
+        streaming = args["response_mode"] == "streaming"
         args["auto_generate_name"] = False
 
         installed_app.last_used_at = naive_utc_now()
@@ -118,18 +102,12 @@ class CompletionApi(InstalledAppResource):
 class CompletionStopApi(InstalledAppResource):
     def post(self, installed_app, task_id):
         app_model = installed_app.app
-        if app_model.mode != AppMode.COMPLETION:
+        if app_model.mode != "completion":
             raise NotCompletionAppError()
 
         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.EXPLORE,
-            user_id=current_user.id,
-            app_mode=AppMode.value_of(app_model.mode),
-        )
+        AppQueueManager.set_stop_flag(task_id, InvokeFrom.EXPLORE, current_user.id)
 
         return {"result": "success"}, 200
 
@@ -139,15 +117,22 @@ class CompletionStopApi(InstalledAppResource):
     endpoint="installed_app_chat_completion",
 )
 class ChatApi(InstalledAppResource):
-    @console_ns.expect(console_ns.models[ChatMessagePayload.__name__])
     def post(self, installed_app):
         app_model = installed_app.app
         app_mode = AppMode.value_of(app_model.mode)
         if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}:
             raise NotChatAppError()
 
-        payload = ChatMessagePayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump(exclude_none=True)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("inputs", type=dict, required=True, location="json")
+            .add_argument("query", type=str, required=True, location="json")
+            .add_argument("files", type=list, required=False, location="json")
+            .add_argument("conversation_id", type=uuid_value, location="json")
+            .add_argument("parent_message_id", type=uuid_value, required=False, location="json")
+            .add_argument("retriever_from", type=str, required=False, default="explore_app", location="json")
+        )
+        args = parser.parse_args()
 
         args["auto_generate_name"] = False
 
@@ -199,12 +184,6 @@ class ChatStopApi(InstalledAppResource):
 
         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.EXPLORE,
-            user_id=current_user.id,
-            app_mode=app_mode,
-        )
+        AppQueueManager.set_stop_flag(task_id, InvokeFrom.EXPLORE, current_user.id)
 
         return {"result": "success"}, 200

api/controllers/console/explore/conversation.py

@@ -1,18 +1,14 @@
-from typing import Any
-from uuid import UUID
-
-from flask import request
-from flask_restx import marshal_with
-from pydantic import BaseModel, Field
+from flask_restx import marshal_with, reqparse
+from flask_restx.inputs import int_range
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import NotFound
 
-from controllers.common.schema import register_schema_models
 from controllers.console.explore.error import NotChatAppError
 from controllers.console.explore.wraps import InstalledAppResource
 from core.app.entities.app_invoke_entities import InvokeFrom
 from extensions.ext_database import db
 from fields.conversation_fields import conversation_infinite_scroll_pagination_fields, simple_conversation_fields
+from libs.helper import uuid_value
 from libs.login import current_user
 from models import Account
 from models.model import AppMode
@@ -23,44 +19,29 @@ from services.web_conversation_service import WebConversationService
 from .. import console_ns
 
 
-class ConversationListQuery(BaseModel):
-    last_id: UUID | None = None
-    limit: int = Field(default=20, ge=1, le=100)
-    pinned: bool | None = None
-
-
-class ConversationRenamePayload(BaseModel):
-    name: str
-    auto_generate: bool = False
-
-
-register_schema_models(console_ns, ConversationListQuery, ConversationRenamePayload)
-
-
 @console_ns.route(
     "/installed-apps/<uuid:installed_app_id>/conversations",
     endpoint="installed_app_conversations",
 )
 class ConversationListApi(InstalledAppResource):
     @marshal_with(conversation_infinite_scroll_pagination_fields)
-    @console_ns.expect(console_ns.models[ConversationListQuery.__name__])
     def get(self, installed_app):
         app_model = installed_app.app
         app_mode = AppMode.value_of(app_model.mode)
         if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}:
             raise NotChatAppError()
 
-        raw_args: dict[str, Any] = {
-            "last_id": request.args.get("last_id"),
-            "limit": request.args.get("limit", default=20, type=int),
-            "pinned": request.args.get("pinned"),
-        }
-        if raw_args["last_id"] is None:
-            raw_args["last_id"] = None
-        pinned_value = raw_args["pinned"]
-        if isinstance(pinned_value, str):
-            raw_args["pinned"] = pinned_value == "true"
-        args = ConversationListQuery.model_validate(raw_args)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("last_id", type=uuid_value, location="args")
+            .add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
+            .add_argument("pinned", type=str, choices=["true", "false", None], location="args")
+        )
+        args = parser.parse_args()
+
+        pinned = None
+        if "pinned" in args and args["pinned"] is not None:
+            pinned = args["pinned"] == "true"
 
         try:
             if not isinstance(current_user, Account):
@@ -70,10 +51,10 @@ class ConversationListApi(InstalledAppResource):
                     session=session,
                     app_model=app_model,
                     user=current_user,
-                    last_id=str(args.last_id) if args.last_id else None,
-                    limit=args.limit,
+                    last_id=args["last_id"],
+                    limit=args["limit"],
                     invoke_from=InvokeFrom.EXPLORE,
-                    pinned=args.pinned,
+                    pinned=pinned,
                 )
         except LastConversationNotExistsError:
             raise NotFound("Last Conversation Not Exists.")
@@ -107,7 +88,6 @@ class ConversationApi(InstalledAppResource):
 )
 class ConversationRenameApi(InstalledAppResource):
     @marshal_with(simple_conversation_fields)
-    @console_ns.expect(console_ns.models[ConversationRenamePayload.__name__])
     def post(self, installed_app, c_id):
         app_model = installed_app.app
         app_mode = AppMode.value_of(app_model.mode)
@@ -116,13 +96,18 @@ class ConversationRenameApi(InstalledAppResource):
 
         conversation_id = str(c_id)
 
-        payload = ConversationRenamePayload.model_validate(console_ns.payload or {})
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("name", type=str, required=False, location="json")
+            .add_argument("auto_generate", type=bool, required=False, default=False, location="json")
+        )
+        args = parser.parse_args()
 
         try:
             if not isinstance(current_user, Account):
                 raise ValueError("current_user must be an Account instance")
             return ConversationService.rename(
-                app_model, conversation_id, current_user, payload.name, payload.auto_generate
+                app_model, conversation_id, current_user, args["name"], args["auto_generate"]
             )
         except ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")

api/controllers/console/explore/message.py

@@ -1,13 +1,9 @@
 import logging
-from typing import Literal
-from uuid import UUID
 
-from flask import request
-from flask_restx import marshal_with
-from pydantic import BaseModel, Field
+from flask_restx import marshal_with, reqparse
+from flask_restx.inputs import int_range
 from werkzeug.exceptions import InternalServerError, NotFound
 
-from controllers.common.schema import register_schema_models
 from controllers.console.app.error import (
     AppMoreLikeThisDisabledError,
     CompletionRequestError,
@@ -26,6 +22,7 @@ from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotIni
 from core.model_runtime.errors.invoke import InvokeError
 from fields.message_fields import message_infinite_scroll_pagination_fields
 from libs import helper
+from libs.helper import uuid_value
 from libs.login import current_account_with_tenant
 from models.model import AppMode
 from services.app_generate_service import AppGenerateService
@@ -43,31 +40,12 @@ from .. import console_ns
 logger = logging.getLogger(__name__)
 
 
-class MessageListQuery(BaseModel):
-    conversation_id: UUID
-    first_id: UUID | None = None
-    limit: int = Field(default=20, ge=1, le=100)
-
-
-class MessageFeedbackPayload(BaseModel):
-    rating: Literal["like", "dislike"] | None = None
-    content: str | None = None
-
-
-class MoreLikeThisQuery(BaseModel):
-    response_mode: Literal["blocking", "streaming"]
-
-
-register_schema_models(console_ns, MessageListQuery, MessageFeedbackPayload, MoreLikeThisQuery)
-
-
 @console_ns.route(
     "/installed-apps/<uuid:installed_app_id>/messages",
     endpoint="installed_app_messages",
 )
 class MessageListApi(InstalledAppResource):
     @marshal_with(message_infinite_scroll_pagination_fields)
-    @console_ns.expect(console_ns.models[MessageListQuery.__name__])
     def get(self, installed_app):
         current_user, _ = current_account_with_tenant()
         app_model = installed_app.app
@@ -75,15 +53,18 @@ class MessageListApi(InstalledAppResource):
         app_mode = AppMode.value_of(app_model.mode)
         if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}:
             raise NotChatAppError()
-        args = MessageListQuery.model_validate(request.args.to_dict())
+
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("conversation_id", required=True, type=uuid_value, location="args")
+            .add_argument("first_id", type=uuid_value, location="args")
+            .add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
+        )
+        args = parser.parse_args()
 
         try:
             return MessageService.pagination_by_first_id(
-                app_model,
-                current_user,
-                str(args.conversation_id),
-                str(args.first_id) if args.first_id else None,
-                args.limit,
+                app_model, current_user, args["conversation_id"], args["first_id"], args["limit"]
             )
         except ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
@@ -96,22 +77,26 @@ class MessageListApi(InstalledAppResource):
     endpoint="installed_app_message_feedback",
 )
 class MessageFeedbackApi(InstalledAppResource):
-    @console_ns.expect(console_ns.models[MessageFeedbackPayload.__name__])
     def post(self, installed_app, message_id):
         current_user, _ = current_account_with_tenant()
         app_model = installed_app.app
 
         message_id = str(message_id)
 
-        payload = MessageFeedbackPayload.model_validate(console_ns.payload or {})
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("rating", type=str, choices=["like", "dislike", None], location="json")
+            .add_argument("content", type=str, location="json")
+        )
+        args = parser.parse_args()
 
         try:
             MessageService.create_feedback(
                 app_model=app_model,
                 message_id=message_id,
                 user=current_user,
-                rating=payload.rating,
-                content=payload.content,
+                rating=args.get("rating"),
+                content=args.get("content"),
             )
         except MessageNotExistsError:
             raise NotFound("Message Not Exists.")
@@ -124,7 +109,6 @@ class MessageFeedbackApi(InstalledAppResource):
     endpoint="installed_app_more_like_this",
 )
 class MessageMoreLikeThisApi(InstalledAppResource):
-    @console_ns.expect(console_ns.models[MoreLikeThisQuery.__name__])
     def get(self, installed_app, message_id):
         current_user, _ = current_account_with_tenant()
         app_model = installed_app.app
@@ -133,9 +117,12 @@ class MessageMoreLikeThisApi(InstalledAppResource):
 
         message_id = str(message_id)
 
-        args = MoreLikeThisQuery.model_validate(request.args.to_dict())
+        parser = reqparse.RequestParser().add_argument(
+            "response_mode", type=str, required=True, choices=["blocking", "streaming"], location="args"
+        )
+        args = parser.parse_args()
 
-        streaming = args.response_mode == "streaming"
+        streaming = args["response_mode"] == "streaming"
 
         try:
             response = AppGenerateService.generate_more_like_this(

api/controllers/console/explore/recommended_app.py

@@ -1,6 +1,4 @@
-from flask import request
-from flask_restx import Resource, fields, marshal_with
-from pydantic import BaseModel, Field
+from flask_restx import Resource, fields, marshal_with, reqparse
 
 from constants.languages import languages
 from controllers.console import console_ns
@@ -37,26 +35,17 @@ recommended_app_list_fields = {
 }
 
 
-class RecommendedAppsQuery(BaseModel):
-    language: str | None = Field(default=None)
-
-
-console_ns.schema_model(
-    RecommendedAppsQuery.__name__,
-    RecommendedAppsQuery.model_json_schema(ref_template="#/definitions/{model}"),
-)
-
-
 @console_ns.route("/explore/apps")
 class RecommendedAppListApi(Resource):
-    @console_ns.expect(console_ns.models[RecommendedAppsQuery.__name__])
     @login_required
     @account_initialization_required
     @marshal_with(recommended_app_list_fields)
     def get(self):
         # language args
-        args = RecommendedAppsQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
-        language = args.language
+        parser = reqparse.RequestParser().add_argument("language", type=str, location="args")
+        args = parser.parse_args()
+
+        language = args.get("language")
         if language and language in languages:
             language_prefix = language
         elif current_user and current_user.interface_language:

api/controllers/console/explore/saved_message.py

@@ -1,33 +1,16 @@
-from uuid import UUID
-
-from flask import request
-from flask_restx import fields, marshal_with
-from pydantic import BaseModel, Field
+from flask_restx import fields, marshal_with, reqparse
+from flask_restx.inputs import int_range
 from werkzeug.exceptions import NotFound
 
-from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.explore.error import NotCompletionAppError
 from controllers.console.explore.wraps import InstalledAppResource
 from fields.conversation_fields import message_file_fields
-from libs.helper import TimestampField
+from libs.helper import TimestampField, uuid_value
 from libs.login import current_account_with_tenant
 from services.errors.message import MessageNotExistsError
 from services.saved_message_service import SavedMessageService
 
-
-class SavedMessageListQuery(BaseModel):
-    last_id: UUID | None = None
-    limit: int = Field(default=20, ge=1, le=100)
-
-
-class SavedMessageCreatePayload(BaseModel):
-    message_id: UUID
-
-
-register_schema_models(console_ns, SavedMessageListQuery, SavedMessageCreatePayload)
-
-
 feedback_fields = {"rating": fields.String}
 
 message_fields = {
@@ -50,33 +33,32 @@ class SavedMessageListApi(InstalledAppResource):
     }
 
     @marshal_with(saved_message_infinite_scroll_pagination_fields)
-    @console_ns.expect(console_ns.models[SavedMessageListQuery.__name__])
     def get(self, installed_app):
         current_user, _ = current_account_with_tenant()
         app_model = installed_app.app
         if app_model.mode != "completion":
             raise NotCompletionAppError()
 
-        args = SavedMessageListQuery.model_validate(request.args.to_dict())
-
-        return SavedMessageService.pagination_by_last_id(
-            app_model,
-            current_user,
-            str(args.last_id) if args.last_id else None,
-            args.limit,
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("last_id", type=uuid_value, location="args")
+            .add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
         )
+        args = parser.parse_args()
+
+        return SavedMessageService.pagination_by_last_id(app_model, current_user, args["last_id"], args["limit"])
 
-    @console_ns.expect(console_ns.models[SavedMessageCreatePayload.__name__])
     def post(self, installed_app):
         current_user, _ = current_account_with_tenant()
         app_model = installed_app.app
         if app_model.mode != "completion":
             raise NotCompletionAppError()
 
-        payload = SavedMessageCreatePayload.model_validate(console_ns.payload or {})
+        parser = reqparse.RequestParser().add_argument("message_id", type=uuid_value, required=True, location="json")
+        args = parser.parse_args()
 
         try:
-            SavedMessageService.save(app_model, current_user, str(payload.message_id))
+            SavedMessageService.save(app_model, current_user, args["message_id"])
         except MessageNotExistsError:
             raise NotFound("Message Not Exists.")
 

api/controllers/console/explore/workflow.py

@@ -1,10 +1,8 @@
 import logging
-from typing import Any
 
-from pydantic import BaseModel
+from flask_restx import reqparse
 from werkzeug.exceptions import InternalServerError
 
-from controllers.common.schema import register_schema_model
 from controllers.console.app.error import (
     CompletionRequestError,
     ProviderModelCurrentlyNotSupportError,
@@ -34,17 +32,8 @@ from .. import console_ns
 logger = logging.getLogger(__name__)
 
 
-class WorkflowRunPayload(BaseModel):
-    inputs: dict[str, Any]
-    files: list[dict[str, Any]] | None = None
-
-
-register_schema_model(console_ns, WorkflowRunPayload)
-
-
 @console_ns.route("/installed-apps/<uuid:installed_app_id>/workflows/run")
 class InstalledAppWorkflowRunApi(InstalledAppResource):
-    @console_ns.expect(console_ns.models[WorkflowRunPayload.__name__])
     def post(self, installed_app: InstalledApp):
         """
         Run workflow
@@ -57,8 +46,12 @@ class InstalledAppWorkflowRunApi(InstalledAppResource):
         if app_mode != AppMode.WORKFLOW:
             raise NotWorkflowAppError()
 
-        payload = WorkflowRunPayload.model_validate(console_ns.payload or {})
-        args = payload.model_dump(exclude_none=True)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+            .add_argument("files", type=list, required=False, location="json")
+        )
+        args = parser.parse_args()
         try:
             response = AppGenerateService.generate(
                 app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.EXPLORE, streaming=True

api/controllers/console/extension.py

@@ -1,7 +1,7 @@
 from flask_restx import Resource, fields, marshal_with, reqparse
 
 from constants import HIDDEN_VALUE
-from controllers.console import console_ns
+from controllers.console import api, console_ns
 from controllers.console.wraps import account_initialization_required, setup_required
 from fields.api_based_extension_fields import api_based_extension_fields
 from libs.login import current_account_with_tenant, login_required
@@ -9,24 +9,18 @@ from models.api_based_extension import APIBasedExtension
 from services.api_based_extension_service import APIBasedExtensionService
 from services.code_based_extension_service import CodeBasedExtensionService
 
-api_based_extension_model = console_ns.model("ApiBasedExtensionModel", api_based_extension_fields)
-
-api_based_extension_list_model = fields.List(fields.Nested(api_based_extension_model))
-
 
 @console_ns.route("/code-based-extension")
 class CodeBasedExtensionAPI(Resource):
-    @console_ns.doc("get_code_based_extension")
-    @console_ns.doc(description="Get code-based extension data by module name")
-    @console_ns.expect(
-        console_ns.parser().add_argument(
-            "module", type=str, required=True, location="args", help="Extension module name"
-        )
+    @api.doc("get_code_based_extension")
+    @api.doc(description="Get code-based extension data by module name")
+    @api.expect(
+        api.parser().add_argument("module", type=str, required=True, location="args", help="Extension module name")
     )
-    @console_ns.response(
+    @api.response(
         200,
         "Success",
-        console_ns.model(
+        api.model(
             "CodeBasedExtensionResponse",
             {"module": fields.String(description="Module name"), "data": fields.Raw(description="Extension data")},
         ),
@@ -43,21 +37,21 @@ class CodeBasedExtensionAPI(Resource):
 
 @console_ns.route("/api-based-extension")
 class APIBasedExtensionAPI(Resource):
-    @console_ns.doc("get_api_based_extensions")
-    @console_ns.doc(description="Get all API-based extensions for current tenant")
-    @console_ns.response(200, "Success", api_based_extension_list_model)
+    @api.doc("get_api_based_extensions")
+    @api.doc(description="Get all API-based extensions for current tenant")
+    @api.response(200, "Success", fields.List(fields.Nested(api_based_extension_fields)))
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(api_based_extension_model)
+    @marshal_with(api_based_extension_fields)
     def get(self):
         _, tenant_id = current_account_with_tenant()
         return APIBasedExtensionService.get_all_by_tenant_id(tenant_id)
 
-    @console_ns.doc("create_api_based_extension")
-    @console_ns.doc(description="Create a new API-based extension")
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("create_api_based_extension")
+    @api.doc(description="Create a new API-based extension")
+    @api.expect(
+        api.model(
             "CreateAPIBasedExtensionRequest",
             {
                 "name": fields.String(required=True, description="Extension name"),
@@ -66,13 +60,13 @@ class APIBasedExtensionAPI(Resource):
             },
         )
     )
-    @console_ns.response(201, "Extension created successfully", api_based_extension_model)
+    @api.response(201, "Extension created successfully", api_based_extension_fields)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(api_based_extension_model)
+    @marshal_with(api_based_extension_fields)
     def post(self):
-        args = console_ns.payload
+        args = api.payload
         _, current_tenant_id = current_account_with_tenant()
 
         extension_data = APIBasedExtension(
@@ -87,25 +81,25 @@ class APIBasedExtensionAPI(Resource):
 
 @console_ns.route("/api-based-extension/<uuid:id>")
 class APIBasedExtensionDetailAPI(Resource):
-    @console_ns.doc("get_api_based_extension")
-    @console_ns.doc(description="Get API-based extension by ID")
-    @console_ns.doc(params={"id": "Extension ID"})
-    @console_ns.response(200, "Success", api_based_extension_model)
+    @api.doc("get_api_based_extension")
+    @api.doc(description="Get API-based extension by ID")
+    @api.doc(params={"id": "Extension ID"})
+    @api.response(200, "Success", api_based_extension_fields)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(api_based_extension_model)
+    @marshal_with(api_based_extension_fields)
     def get(self, id):
         api_based_extension_id = str(id)
         _, tenant_id = current_account_with_tenant()
 
         return APIBasedExtensionService.get_with_tenant_id(tenant_id, api_based_extension_id)
 
-    @console_ns.doc("update_api_based_extension")
-    @console_ns.doc(description="Update API-based extension")
-    @console_ns.doc(params={"id": "Extension ID"})
-    @console_ns.expect(
-        console_ns.model(
+    @api.doc("update_api_based_extension")
+    @api.doc(description="Update API-based extension")
+    @api.doc(params={"id": "Extension ID"})
+    @api.expect(
+        api.model(
             "UpdateAPIBasedExtensionRequest",
             {
                 "name": fields.String(required=True, description="Extension name"),
@@ -114,18 +108,18 @@ class APIBasedExtensionDetailAPI(Resource):
             },
         )
     )
-    @console_ns.response(200, "Extension updated successfully", api_based_extension_model)
+    @api.response(200, "Extension updated successfully", api_based_extension_fields)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(api_based_extension_model)
+    @marshal_with(api_based_extension_fields)
     def post(self, id):
         api_based_extension_id = str(id)
         _, current_tenant_id = current_account_with_tenant()
 
         extension_data_from_db = APIBasedExtensionService.get_with_tenant_id(current_tenant_id, api_based_extension_id)
 
-        args = console_ns.payload
+        args = api.payload
 
         extension_data_from_db.name = args["name"]
         extension_data_from_db.api_endpoint = args["api_endpoint"]
@@ -135,10 +129,10 @@ class APIBasedExtensionDetailAPI(Resource):
 
         return APIBasedExtensionService.save(extension_data_from_db)
 
-    @console_ns.doc("delete_api_based_extension")
-    @console_ns.doc(description="Delete API-based extension")
-    @console_ns.doc(params={"id": "Extension ID"})
-    @console_ns.response(204, "Extension deleted successfully")
+    @api.doc("delete_api_based_extension")
+    @api.doc(description="Delete API-based extension")
+    @api.doc(params={"id": "Extension ID"})
+    @api.response(204, "Extension deleted successfully")
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/feature.py

@@ -3,18 +3,18 @@ from flask_restx import Resource, fields
 from libs.login import current_account_with_tenant, login_required
 from services.feature_service import FeatureService
 
-from . import console_ns
+from . import api, console_ns
 from .wraps import account_initialization_required, cloud_utm_record, setup_required
 
 
 @console_ns.route("/features")
 class FeatureApi(Resource):
-    @console_ns.doc("get_tenant_features")
-    @console_ns.doc(description="Get feature configuration for current tenant")
-    @console_ns.response(
+    @api.doc("get_tenant_features")
+    @api.doc(description="Get feature configuration for current tenant")
+    @api.response(
         200,
         "Success",
-        console_ns.model("FeatureResponse", {"features": fields.Raw(description="Feature configuration object")}),
+        api.model("FeatureResponse", {"features": fields.Raw(description="Feature configuration object")}),
     )
     @setup_required
     @login_required
@@ -29,14 +29,12 @@ class FeatureApi(Resource):
 
 @console_ns.route("/system-features")
 class SystemFeatureApi(Resource):
-    @console_ns.doc("get_system_features")
-    @console_ns.doc(description="Get system-wide feature configuration")
-    @console_ns.response(
+    @api.doc("get_system_features")
+    @api.doc(description="Get system-wide feature configuration")
+    @api.response(
         200,
         "Success",
-        console_ns.model(
-            "SystemFeatureResponse", {"features": fields.Raw(description="System feature configuration object")}
-        ),
+        api.model("SystemFeatureResponse", {"features": fields.Raw(description="System feature configuration object")}),
     )
     def get(self):
         """Get system-wide feature configuration"""

api/controllers/console/files.py

@@ -45,9 +45,6 @@ class FileApi(Resource):
             "video_file_size_limit": dify_config.UPLOAD_VIDEO_FILE_SIZE_LIMIT,
             "audio_file_size_limit": dify_config.UPLOAD_AUDIO_FILE_SIZE_LIMIT,
             "workflow_file_upload_limit": dify_config.WORKFLOW_FILE_UPLOAD_LIMIT,
-            "image_file_batch_limit": dify_config.IMAGE_FILE_BATCH_LIMIT,
-            "single_chunk_attachment_limit": dify_config.SINGLE_CHUNK_ATTACHMENT_LIMIT,
-            "attachment_image_file_size_limit": dify_config.ATTACHMENT_IMAGE_FILE_SIZE_LIMIT,
         }, 200
 
     @setup_required

api/controllers/console/init_validate.py

@@ -1,41 +1,29 @@
 import os
 
 from flask import session
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field
+from flask_restx import Resource, fields, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 
 from configs import dify_config
 from extensions.ext_database import db
+from libs.helper import StrLen
 from models.model import DifySetup
 from services.account_service import TenantService
 
-from . import console_ns
+from . import api, console_ns
 from .error import AlreadySetupError, InitValidateFailedError
 from .wraps import only_edition_self_hosted
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class InitValidatePayload(BaseModel):
-    password: str = Field(..., max_length=30)
-
-
-console_ns.schema_model(
-    InitValidatePayload.__name__,
-    InitValidatePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
-
 
 @console_ns.route("/init")
 class InitValidateAPI(Resource):
-    @console_ns.doc("get_init_status")
-    @console_ns.doc(description="Get initialization validation status")
-    @console_ns.response(
+    @api.doc("get_init_status")
+    @api.doc(description="Get initialization validation status")
+    @api.response(
         200,
         "Success",
-        model=console_ns.model(
+        model=api.model(
             "InitStatusResponse",
             {"status": fields.String(description="Initialization status", enum=["finished", "not_started"])},
         ),
@@ -47,15 +35,20 @@ class InitValidateAPI(Resource):
             return {"status": "finished"}
         return {"status": "not_started"}
 
-    @console_ns.doc("validate_init_password")
-    @console_ns.doc(description="Validate initialization password for self-hosted edition")
-    @console_ns.expect(console_ns.models[InitValidatePayload.__name__])
-    @console_ns.response(
+    @api.doc("validate_init_password")
+    @api.doc(description="Validate initialization password for self-hosted edition")
+    @api.expect(
+        api.model(
+            "InitValidateRequest",
+            {"password": fields.String(required=True, description="Initialization password", max_length=30)},
+        )
+    )
+    @api.response(
         201,
         "Success",
-        model=console_ns.model("InitValidateResponse", {"result": fields.String(description="Operation result")}),
+        model=api.model("InitValidateResponse", {"result": fields.String(description="Operation result")}),
     )
-    @console_ns.response(400, "Already setup or validation failed")
+    @api.response(400, "Already setup or validation failed")
     @only_edition_self_hosted
     def post(self):
         """Validate initialization password"""
@@ -64,8 +57,8 @@ class InitValidateAPI(Resource):
         if tenant_count > 0:
             raise AlreadySetupError()
 
-        payload = InitValidatePayload.model_validate(console_ns.payload)
-        input_password = payload.password
+        parser = reqparse.RequestParser().add_argument("password", type=StrLen(30), required=True, location="json")
+        input_password = parser.parse_args()["password"]
 
         if input_password != os.environ.get("INIT_PASSWORD"):
             session["is_init_validated"] = False

api/controllers/console/ping.py

@@ -1,16 +1,16 @@
 from flask_restx import Resource, fields
 
-from . import console_ns
+from . import api, console_ns
 
 
 @console_ns.route("/ping")
 class PingApi(Resource):
-    @console_ns.doc("health_check")
-    @console_ns.doc(description="Health check endpoint for connection testing")
-    @console_ns.response(
+    @api.doc("health_check")
+    @api.doc(description="Health check endpoint for connection testing")
+    @api.response(
         200,
         "Success",
-        console_ns.model("PingResponse", {"result": fields.String(description="Health check result", example="pong")}),
+        api.model("PingResponse", {"result": fields.String(description="Health check result", example="pong")}),
     )
     def get(self):
         """Health check endpoint for connection testing"""

api/controllers/console/remote_files.py

@@ -1,8 +1,7 @@
 import urllib.parse
 
 import httpx
-from flask_restx import Resource, marshal_with
-from pydantic import BaseModel, Field
+from flask_restx import Resource, marshal_with, reqparse
 
 import services
 from controllers.common import helpers
@@ -37,23 +36,14 @@ class RemoteFileInfoApi(Resource):
         }
 
 
-class RemoteFileUploadPayload(BaseModel):
-    url: str = Field(..., description="URL to fetch")
-
-
-console_ns.schema_model(
-    RemoteFileUploadPayload.__name__,
-    RemoteFileUploadPayload.model_json_schema(ref_template="#/definitions/{model}"),
-)
-
-
 @console_ns.route("/remote-files/upload")
 class RemoteFileUploadApi(Resource):
-    @console_ns.expect(console_ns.models[RemoteFileUploadPayload.__name__])
     @marshal_with(file_fields_with_signed_url)
     def post(self):
-        args = RemoteFileUploadPayload.model_validate(console_ns.payload)
-        url = args.url
+        parser = reqparse.RequestParser().add_argument("url", type=str, required=True, help="URL is required")
+        args = parser.parse_args()
+
+        url = args["url"]
 
         try:
             resp = ssrf_proxy.head(url=url)

api/controllers/console/setup.py

@@ -1,47 +1,26 @@
 from flask import request
-from flask_restx import Resource, fields
-from pydantic import BaseModel, Field, field_validator
+from flask_restx import Resource, fields, reqparse
 
 from configs import dify_config
-from libs.helper import EmailStr, extract_remote_ip
+from libs.helper import StrLen, email, extract_remote_ip
 from libs.password import valid_password
 from models.model import DifySetup, db
 from services.account_service import RegisterService, TenantService
 
-from . import console_ns
+from . import api, console_ns
 from .error import AlreadySetupError, NotInitValidateError
 from .init_validate import get_init_validate_status
 from .wraps import only_edition_self_hosted
 
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-
-
-class SetupRequestPayload(BaseModel):
-    email: EmailStr = Field(..., description="Admin email address")
-    name: str = Field(..., max_length=30, description="Admin name (max 30 characters)")
-    password: str = Field(..., description="Admin password")
-    language: str | None = Field(default=None, description="Admin language")
-
-    @field_validator("password")
-    @classmethod
-    def validate_password(cls, value: str) -> str:
-        return valid_password(value)
-
-
-console_ns.schema_model(
-    SetupRequestPayload.__name__,
-    SetupRequestPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
-)
-
 
 @console_ns.route("/setup")
 class SetupApi(Resource):
-    @console_ns.doc("get_setup_status")
-    @console_ns.doc(description="Get system setup status")
-    @console_ns.response(
+    @api.doc("get_setup_status")
+    @api.doc(description="Get system setup status")
+    @api.response(
         200,
         "Success",
-        console_ns.model(
+        api.model(
             "SetupStatusResponse",
             {
                 "step": fields.String(description="Setup step status", enum=["not_started", "finished"]),
@@ -61,13 +40,20 @@ class SetupApi(Resource):
             return {"step": "not_started"}
         return {"step": "finished"}
 
-    @console_ns.doc("setup_system")
-    @console_ns.doc(description="Initialize system setup with admin account")
-    @console_ns.expect(console_ns.models[SetupRequestPayload.__name__])
-    @console_ns.response(
-        201, "Success", console_ns.model("SetupResponse", {"result": fields.String(description="Setup result")})
+    @api.doc("setup_system")
+    @api.doc(description="Initialize system setup with admin account")
+    @api.expect(
+        api.model(
+            "SetupRequest",
+            {
+                "email": fields.String(required=True, description="Admin email address"),
+                "name": fields.String(required=True, description="Admin name (max 30 characters)"),
+                "password": fields.String(required=True, description="Admin password"),
+            },
+        )
     )
-    @console_ns.response(400, "Already setup or validation failed")
+    @api.response(201, "Success", api.model("SetupResponse", {"result": fields.String(description="Setup result")}))
+    @api.response(400, "Already setup or validation failed")
     @only_edition_self_hosted
     def post(self):
         """Initialize system setup with admin account"""
@@ -83,15 +69,22 @@ class SetupApi(Resource):
         if not get_init_validate_status():
             raise NotInitValidateError()
 
-        args = SetupRequestPayload.model_validate(console_ns.payload)
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("email", type=email, required=True, location="json")
+            .add_argument("name", type=StrLen(30), required=True, location="json")
+            .add_argument("password", type=valid_password, required=True, location="json")
+            .add_argument("language", type=str, required=False, location="json")
+        )
+        args = parser.parse_args()
 
         # setup
         RegisterService.setup(
-            email=args.email,
-            name=args.name,
-            password=args.password,
+            email=args["email"],
+            name=args["name"],
+            password=args["password"],
             ip_address=extract_remote_ip(request),
-            language=args.language,
+            language=args["language"],
         )
 
         return {"result": "success"}, 201

api/controllers/console/tag/tags.py

@@ -3,7 +3,7 @@ from flask_restx import Resource, marshal_with, reqparse
 from werkzeug.exceptions import Forbidden
 
 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 fields.tag_fields import dataset_tag_fields
 from libs.login import current_account_with_tenant, login_required
 from models.model import Tag
@@ -16,19 +16,6 @@ def _validate_name(name):
     return name
 
 
-parser_tags = (
-    reqparse.RequestParser()
-    .add_argument(
-        "name",
-        nullable=False,
-        required=True,
-        help="Name must be between 1 to 50 characters.",
-        type=_validate_name,
-    )
-    .add_argument("type", type=str, location="json", choices=Tag.TAG_TYPE_LIST, nullable=True, help="Invalid tag type.")
-)
-
-
 @console_ns.route("/tags")
 class TagListApi(Resource):
     @setup_required
@@ -43,7 +30,6 @@ class TagListApi(Resource):
 
         return tags, 200
 
-    @console_ns.expect(parser_tags)
     @setup_required
     @login_required
     @account_initialization_required
@@ -53,7 +39,20 @@ class TagListApi(Resource):
         if not (current_user.has_edit_permission or current_user.is_dataset_editor):
             raise Forbidden()
 
-        args = parser_tags.parse_args()
+        parser = (
+            reqparse.RequestParser()
+            .add_argument(
+                "name",
+                nullable=False,
+                required=True,
+                help="Name must be between 1 to 50 characters.",
+                type=_validate_name,
+            )
+            .add_argument(
+                "type", type=str, location="json", choices=Tag.TAG_TYPE_LIST, nullable=True, help="Invalid tag type."
+            )
+        )
+        args = parser.parse_args()
         tag = TagService.save_tags(args)
 
         response = {"id": tag.id, "name": tag.name, "type": tag.type, "binding_count": 0}
@@ -61,14 +60,8 @@ class TagListApi(Resource):
         return response, 200
 
 
-parser_tag_id = reqparse.RequestParser().add_argument(
-    "name", nullable=False, required=True, help="Name must be between 1 to 50 characters.", type=_validate_name
-)
-
-
 @console_ns.route("/tags/<uuid:tag_id>")
 class TagUpdateDeleteApi(Resource):
-    @console_ns.expect(parser_tag_id)
     @setup_required
     @login_required
     @account_initialization_required
@@ -79,7 +72,10 @@ class TagUpdateDeleteApi(Resource):
         if not (current_user.has_edit_permission or current_user.is_dataset_editor):
             raise Forbidden()
 
-        args = parser_tag_id.parse_args()
+        parser = reqparse.RequestParser().add_argument(
+            "name", nullable=False, required=True, help="Name must be between 1 to 50 characters.", type=_validate_name
+        )
+        args = parser.parse_args()
         tag = TagService.update_tags(args, tag_id)
 
         binding_count = TagService.get_tag_binding_count(tag_id)
@@ -91,26 +87,20 @@ class TagUpdateDeleteApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @edit_permission_required
     def delete(self, tag_id):
+        current_user, _ = current_account_with_tenant()
         tag_id = str(tag_id)
+        # The role of the current user in the ta table must be admin, owner, or editor
+        if not current_user.has_edit_permission:
+            raise Forbidden()
 
         TagService.delete_tag(tag_id)
 
         return 204
 
 
-parser_create = (
-    reqparse.RequestParser()
-    .add_argument("tag_ids", type=list, nullable=False, required=True, location="json", help="Tag IDs is required.")
-    .add_argument("target_id", type=str, nullable=False, required=True, location="json", help="Target ID is required.")
-    .add_argument("type", type=str, location="json", choices=Tag.TAG_TYPE_LIST, nullable=True, help="Invalid tag type.")
-)
-
-
 @console_ns.route("/tag-bindings/create")
 class TagBindingCreateApi(Resource):
-    @console_ns.expect(parser_create)
     @setup_required
     @login_required
     @account_initialization_required
@@ -120,23 +110,26 @@ class TagBindingCreateApi(Resource):
         if not (current_user.has_edit_permission or current_user.is_dataset_editor):
             raise Forbidden()
 
-        args = parser_create.parse_args()
+        parser = (
+            reqparse.RequestParser()
+            .add_argument(
+                "tag_ids", type=list, nullable=False, required=True, location="json", help="Tag IDs is required."
+            )
+            .add_argument(
+                "target_id", type=str, nullable=False, required=True, location="json", help="Target ID is required."
+            )
+            .add_argument(
+                "type", type=str, location="json", choices=Tag.TAG_TYPE_LIST, nullable=True, help="Invalid tag type."
+            )
+        )
+        args = parser.parse_args()
         TagService.save_tag_binding(args)
 
         return {"result": "success"}, 200
 
 
-parser_remove = (
-    reqparse.RequestParser()
-    .add_argument("tag_id", type=str, nullable=False, required=True, help="Tag ID is required.")
-    .add_argument("target_id", type=str, nullable=False, required=True, help="Target ID is required.")
-    .add_argument("type", type=str, location="json", choices=Tag.TAG_TYPE_LIST, nullable=True, help="Invalid tag type.")
-)
-
-
 @console_ns.route("/tag-bindings/remove")
 class TagBindingDeleteApi(Resource):
-    @console_ns.expect(parser_remove)
     @setup_required
     @login_required
     @account_initialization_required
@@ -146,7 +139,15 @@ class TagBindingDeleteApi(Resource):
         if not (current_user.has_edit_permission or current_user.is_dataset_editor):
             raise Forbidden()
 
-        args = parser_remove.parse_args()
+        parser = (
+            reqparse.RequestParser()
+            .add_argument("tag_id", type=str, nullable=False, required=True, help="Tag ID is required.")
+            .add_argument("target_id", type=str, nullable=False, required=True, help="Target ID is required.")
+            .add_argument(
+                "type", type=str, location="json", choices=Tag.TAG_TYPE_LIST, nullable=True, help="Invalid tag type."
+            )
+        )
+        args = parser.parse_args()
         TagService.delete_tag_binding(args)
 
         return {"result": "success"}, 200