feat: Add "type" field to PipelineRecommendedPlugin model; Add query param "type" to recommended-plugins api. (#29684)

.cursorrules

@@ -0,0 +1,6 @@
+# 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.

.editorconfig

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

.github/CODEOWNERS

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

.github/copilot-instructions.md

@@ -0,0 +1,12 @@
+# 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/translate-i18n-base-on-english.yml

@@ -20,22 +20,22 @@ jobs:
     steps:
       - uses: actions/checkout@v4
         with:
-          fetch-depth: 2
+          fetch-depth: 0
           token: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Check for file changes in i18n/en-US
         id: check_files
         run: |
-          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 $second_recent_commit_sha -- 'i18n/en-US/*.ts')
+          git fetch origin "${{ 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')
           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"
@@ -77,12 +77,15 @@ jobs:
         uses: peter-evans/create-pull-request@v6
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
-          commit-message: Update i18n files and type definitions based on en-US changes
-          title: 'chore: translate i18n files and update type definitions'
+          commit-message: 'chore(i18n): update translations based on en-US changes'
+          title: 'chore(i18n): 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:** ${{ github.sha }}
+
             **Changes included:**
             - Updated translation files for all locales
             - Regenerated TypeScript type definitions for type safety
-          branch: chore/automated-i18n-updates
+          branch: chore/automated-i18n-updates-${{ github.sha }}
+          delete-branch: true

.vscode/launch.json.template

@@ -37,7 +37,7 @@
                 "-c",
                 "1",
                 "-Q",
-                "dataset,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,priority_pipeline,pipeline",
+                "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",
                 "--loglevel",
                 "INFO"
             ],

.windsurf/rules/testing.md

@@ -0,0 +1,5 @@
+# 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.

CONTRIBUTING.md

@@ -77,6 +77,8 @@ 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.

README.md

@@ -36,6 +36,12 @@
         <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">

api/.env.example

@@ -176,6 +176,7 @@ 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
@@ -539,6 +540,7 @@ 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

api/.importlinter

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

api/Dockerfile

@@ -48,6 +48,12 @@ 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
@@ -57,7 +63,7 @@ RUN \
         # for gmpy2 \
         libgmp-dev libmpfr-dev libmpc-dev \
         # For Security
-        expat libldap-2.5-0 perl libsqlite3-0 zlib1g \
+        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 \
         # 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
@@ -69,24 +75,29 @@ RUN \
 
 # Copy Python environment and packages
 ENV VIRTUAL_ENV=/app/api/.venv
-COPY --from=packages ${VIRTUAL_ENV} ${VIRTUAL_ENV}
+COPY --from=packages --chown=dify:dify ${VIRTUAL_ENV} ${VIRTUAL_ENV}
 ENV PATH="${VIRTUAL_ENV}/bin:${PATH}"
 
 # Download nltk data
-RUN python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger')"
+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
 
 ENV TIKTOKEN_CACHE_DIR=/app/api/.tiktoken_cache
 
-RUN python -c "import tiktoken; tiktoken.encoding_for_model('gpt2')"
+RUN python -c "import tiktoken; tiktoken.encoding_for_model('gpt2')" \
+    && chown -R dify:dify ${TIKTOKEN_CACHE_DIR}
 
 # Copy source code
-COPY . /app/api/
+COPY --chown=dify:dify . /app/api/
+
+# Prepare entrypoint script
+COPY --chown=dify:dify --chmod=755 docker/entrypoint.sh /entrypoint.sh
 
-# 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

@@ -84,7 +84,7 @@
 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,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,priority_pipeline,pipeline
+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
 ```
 
 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

@@ -18,6 +18,7 @@ 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
@@ -50,6 +51,7 @@ def initialize_extensions(app: DifyApp):
         ext_commands,
         ext_compress,
         ext_database,
+        ext_forward_refs,
         ext_hosting_provider,
         ext_import_modules,
         ext_logging,
@@ -74,6 +76,7 @@ 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/configs/feature/__init__.py

@@ -73,6 +73,10 @@ 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,

api/configs/middleware/vdb/weaviate_config.py

@@ -31,3 +31,8 @@ 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/console/admin.py

@@ -12,7 +12,7 @@ P = ParamSpec("P")
 R = TypeVar("R")
 from configs import dify_config
 from constants.languages import supported_language
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.wraps import only_edition_cloud
 from extensions.ext_database import db
 from libs.token import extract_access_token
@@ -38,10 +38,10 @@ def admin_required(view: Callable[P, R]):
 
 @console_ns.route("/admin/insert-explore-apps")
 class InsertExploreAppListApi(Resource):
-    @api.doc("insert_explore_app")
-    @api.doc(description="Insert or update an app in the explore list")
-    @api.expect(
-        api.model(
+    @console_ns.doc("insert_explore_app")
+    @console_ns.doc(description="Insert or update an app in the explore list")
+    @console_ns.expect(
+        console_ns.model(
             "InsertExploreAppRequest",
             {
                 "app_id": fields.String(required=True, description="Application ID"),
@@ -55,9 +55,9 @@ class InsertExploreAppListApi(Resource):
             },
         )
     )
-    @api.response(200, "App updated successfully")
-    @api.response(201, "App inserted successfully")
-    @api.response(404, "App not found")
+    @console_ns.response(200, "App updated successfully")
+    @console_ns.response(201, "App inserted successfully")
+    @console_ns.response(404, "App not found")
     @only_edition_cloud
     @admin_required
     def post(self):
@@ -131,10 +131,10 @@ class InsertExploreAppListApi(Resource):
 
 @console_ns.route("/admin/insert-explore-apps/<uuid:app_id>")
 class InsertExploreAppApi(Resource):
-    @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")
+    @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")
     @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 api, console_ns
+from . import console_ns
 from .wraps import account_initialization_required, edit_permission_required, setup_required
 
 api_key_fields = {
@@ -24,6 +24,12 @@ 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:
@@ -52,7 +58,7 @@ class BaseApiKeyListResource(Resource):
     token_prefix: str | None = None
     max_keys = 10
 
-    @marshal_with(api_key_list)
+    @marshal_with(api_key_list_model)
     def get(self, resource_id):
         assert self.resource_id_field is not None, "resource_id_field must be set"
         resource_id = str(resource_id)
@@ -66,7 +72,7 @@ class BaseApiKeyListResource(Resource):
         ).all()
         return {"items": keys}
 
-    @marshal_with(api_key_fields)
+    @marshal_with(api_key_item_model)
     @edit_permission_required
     def post(self, resource_id):
         assert self.resource_id_field is not None, "resource_id_field must be set"
@@ -104,14 +110,11 @@ class BaseApiKeyResource(Resource):
     resource_model: type | None = None
     resource_id_field: str | None = None
 
-    def delete(self, resource_id, api_key_id):
+    def delete(self, resource_id: str, api_key_id: str):
         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()
 
@@ -136,20 +139,20 @@ class BaseApiKeyResource(Resource):
 
 @console_ns.route("/apps/<uuid:resource_id>/api-keys")
 class AppApiKeyListResource(BaseApiKeyListResource):
-    @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):
+    @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
         """Get all API keys for an app"""
         return super().get(resource_id)
 
-    @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):
+    @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
         """Create a new API key for an app"""
         return super().post(resource_id)
 
@@ -161,10 +164,10 @@ class AppApiKeyListResource(BaseApiKeyListResource):
 
 @console_ns.route("/apps/<uuid:resource_id>/api-keys/<uuid:api_key_id>")
 class AppApiKeyResource(BaseApiKeyResource):
-    @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")
+    @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")
     def delete(self, resource_id, api_key_id):
         """Delete an API key for an app"""
         return super().delete(resource_id, api_key_id)
@@ -176,20 +179,20 @@ class AppApiKeyResource(BaseApiKeyResource):
 
 @console_ns.route("/datasets/<uuid:resource_id>/api-keys")
 class DatasetApiKeyListResource(BaseApiKeyListResource):
-    @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):
+    @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
         """Get all API keys for a dataset"""
         return super().get(resource_id)
 
-    @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):
+    @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
         """Create a new API key for a dataset"""
         return super().post(resource_id)
 
@@ -201,10 +204,10 @@ class DatasetApiKeyListResource(BaseApiKeyListResource):
 
 @console_ns.route("/datasets/<uuid:resource_id>/api-keys/<uuid:api_key_id>")
 class DatasetApiKeyResource(BaseApiKeyResource):
-    @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")
+    @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")
     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

@@ -1,32 +1,39 @@
-from flask_restx import Resource, fields, reqparse
+from flask import request
+from flask_restx import Resource, fields
+from pydantic import BaseModel, Field
 
-from controllers.console import api, console_ns
+from controllers.console import 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
 
-parser = (
-    reqparse.RequestParser()
-    .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, required=False, default="true", location="args", help="Whether has context")
-    .add_argument("model_name", type=str, required=True, location="args", help="Model name")
+
+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):
-    @api.doc("get_advanced_prompt_templates")
-    @api.doc(description="Get advanced prompt templates based on app mode and model configuration")
-    @api.expect(parser)
-    @api.response(
+    @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(
         200, "Prompt templates retrieved successfully", fields.List(fields.Raw(description="Prompt template data"))
     )
-    @api.response(400, "Invalid request parameters")
+    @console_ns.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
     def get(self):
-        args = parser.parse_args()
+        args = AdvancedPromptTemplateQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
-        return AdvancedPromptTemplateService.get_prompt(args)
+        return AdvancedPromptTemplateService.get_prompt(args.model_dump())

api/controllers/console/app/agent.py

@@ -1,6 +1,6 @@
 from flask_restx import Resource, fields, reqparse
 
-from controllers.console import api, console_ns
+from controllers.console import 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
@@ -17,12 +17,14 @@ parser = (
 
 @console_ns.route("/apps/<uuid:app_id>/agent/logs")
 class AgentLogApi(Resource):
-    @api.doc("get_agent_logs")
-    @api.doc(description="Get agent execution logs for an application")
-    @api.doc(params={"app_id": "Application ID"})
-    @api.expect(parser)
-    @api.response(200, "Agent logs retrieved successfully", fields.List(fields.Raw(description="Agent log entries")))
-    @api.response(400, "Invalid request parameters")
+    @console_ns.doc("get_agent_logs")
+    @console_ns.doc(description="Get agent execution logs for an application")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.expect(parser)
+    @console_ns.response(
+        200, "Agent logs retrieved successfully", fields.List(fields.Raw(description="Agent log entries"))
+    )
+    @console_ns.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/app/annotation.py

@@ -4,7 +4,7 @@ from flask import request
 from flask_restx import Resource, fields, marshal, marshal_with, reqparse
 
 from controllers.common.errors import NoFileUploadedError, TooManyFilesError
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_resource_check,
@@ -15,6 +15,7 @@ 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
@@ -23,11 +24,11 @@ from services.annotation_service import AppAnnotationService
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-reply/<string:action>")
 class AnnotationReplyActionApi(Resource):
-    @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(
+    @console_ns.doc("annotation_reply_action")
+    @console_ns.doc(description="Enable or disable annotation reply for an app")
+    @console_ns.doc(params={"app_id": "Application ID", "action": "Action to perform (enable/disable)"})
+    @console_ns.expect(
+        console_ns.model(
             "AnnotationReplyActionRequest",
             {
                 "score_threshold": fields.Float(required=True, description="Score threshold for annotation matching"),
@@ -36,8 +37,8 @@ class AnnotationReplyActionApi(Resource):
             },
         )
     )
-    @api.response(200, "Action completed successfully")
-    @api.response(403, "Insufficient permissions")
+    @console_ns.response(200, "Action completed successfully")
+    @console_ns.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
@@ -61,11 +62,11 @@ class AnnotationReplyActionApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-setting")
 class AppAnnotationSettingDetailApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -78,11 +79,11 @@ class AppAnnotationSettingDetailApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-settings/<uuid:annotation_setting_id>")
 class AppAnnotationSettingUpdateApi(Resource):
-    @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(
+    @console_ns.doc("update_annotation_setting")
+    @console_ns.doc(description="Update annotation settings for an app")
+    @console_ns.doc(params={"app_id": "Application ID", "annotation_setting_id": "Annotation setting ID"})
+    @console_ns.expect(
+        console_ns.model(
             "AnnotationSettingUpdateRequest",
             {
                 "score_threshold": fields.Float(required=True, description="Score threshold"),
@@ -91,8 +92,8 @@ class AppAnnotationSettingUpdateApi(Resource):
             },
         )
     )
-    @api.response(200, "Settings updated successfully")
-    @api.response(403, "Insufficient permissions")
+    @console_ns.response(200, "Settings updated successfully")
+    @console_ns.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
@@ -110,11 +111,11 @@ class AppAnnotationSettingUpdateApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotation-reply/<string:action>/status/<uuid:job_id>")
 class AnnotationReplyActionStatusApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -138,17 +139,17 @@ class AnnotationReplyActionStatusApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations")
 class AnnotationApi(Resource):
-    @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()
+    @console_ns.doc("list_annotations")
+    @console_ns.doc(description="Get annotations for an app with pagination")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.expect(
+        console_ns.parser()
         .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")
+    @console_ns.response(200, "Annotations retrieved successfully")
+    @console_ns.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
@@ -169,11 +170,11 @@ class AnnotationApi(Resource):
         }
         return response, 200
 
-    @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(
+    @console_ns.doc("create_annotation")
+    @console_ns.doc(description="Create a new annotation for an app")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.expect(
+        console_ns.model(
             "CreateAnnotationRequest",
             {
                 "message_id": fields.String(description="Message ID (optional)"),
@@ -184,8 +185,8 @@ class AnnotationApi(Resource):
             },
         )
     )
-    @api.response(201, "Annotation created successfully", annotation_fields)
-    @api.response(403, "Insufficient permissions")
+    @console_ns.response(201, "Annotation created successfully", build_annotation_model(console_ns))
+    @console_ns.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
@@ -235,11 +236,15 @@ class AnnotationApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/export")
 class AnnotationExportApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -260,13 +265,13 @@ parser = (
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/<uuid:annotation_id>")
 class AnnotationUpdateDeleteApi(Resource):
-    @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")
-    @api.expect(parser)
+    @console_ns.doc("update_delete_annotation")
+    @console_ns.doc(description="Update or delete an annotation")
+    @console_ns.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
+    @console_ns.response(200, "Annotation updated successfully", build_annotation_model(console_ns))
+    @console_ns.response(204, "Annotation deleted successfully")
+    @console_ns.response(403, "Insufficient permissions")
+    @console_ns.expect(parser)
     @setup_required
     @login_required
     @account_initialization_required
@@ -293,12 +298,12 @@ class AnnotationUpdateDeleteApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/batch-import")
 class AnnotationBatchImportApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -323,11 +328,11 @@ class AnnotationBatchImportApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/batch-import-status/<uuid:job_id>")
 class AnnotationBatchImportStatusApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -350,18 +355,27 @@ class AnnotationBatchImportStatusApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/<uuid:annotation_id>/hit-histories")
 class AnnotationHitHistoryListApi(Resource):
-    @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()
+    @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()
         .add_argument("page", type=int, location="args", default=1, help="Page number")
         .add_argument("limit", type=int, location="args", default=20, help="Page size")
     )
-    @api.response(
-        200, "Hit histories retrieved successfully", fields.List(fields.Nested(annotation_hit_history_fields))
+    @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(403, "Insufficient permissions")
+    @console_ns.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/app/app.py

@@ -1,23 +1,35 @@
 import uuid
+from typing import Literal
 
-from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqparse
+from flask import request
+from flask_restx import Resource, fields, marshal, marshal_with
+from pydantic import BaseModel, Field, field_validator
 from sqlalchemy import select
 from sqlalchemy.orm import Session
-from werkzeug.exceptions import BadRequest, Forbidden, abort
+from werkzeug.exceptions import BadRequest
 
-from controllers.console import api, console_ns
+from controllers.console import 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 app_detail_fields, app_detail_fields_with_site, app_pagination_fields
+from fields.app_fields import (
+    deleted_tool_fields,
+    model_config_fields,
+    model_config_partial_fields,
+    site_fields,
+    tag_fields,
+)
+from fields.workflow_fields import workflow_partial_fields as _workflow_partial_fields_dict
+from libs.helper import AppIconUrlField, TimestampField
 from libs.login import current_account_with_tenant, login_required
 from libs.validators import validate_description_length
 from models import App, Workflow
@@ -27,29 +39,243 @@ from services.enterprise.enterprise_service import EnterpriseService
 from services.feature_service import FeatureService
 
 ALLOW_CREATE_APP_MODES = ["chat", "agent-chat", "advanced-chat", "workflow", "completion"]
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class AppListQuery(BaseModel):
+    page: int = Field(default=1, ge=1, le=99999, description="Page number (1-99999)")
+    limit: int = Field(default=20, ge=1, le=100, description="Page size (1-100)")
+    mode: Literal["completion", "chat", "advanced-chat", "workflow", "agent-chat", "channel", "all"] = Field(
+        default="all", description="App mode filter"
+    )
+    name: str | None = Field(default=None, description="Filter by app name")
+    tag_ids: list[str] | None = Field(default=None, description="Comma-separated tag IDs")
+    is_created_by_me: bool | None = Field(default=None, description="Filter by creator")
+
+    @field_validator("tag_ids", mode="before")
+    @classmethod
+    def validate_tag_ids(cls, value: str | list[str] | None) -> list[str] | None:
+        if not value:
+            return None
+
+        if isinstance(value, str):
+            items = [item.strip() for item in value.split(",") if item.strip()]
+        elif isinstance(value, list):
+            items = [str(item).strip() for item in value if item and str(item).strip()]
+        else:
+            raise TypeError("Unsupported tag_ids type.")
+
+        if not items:
+            return None
+
+        try:
+            return [str(uuid.UUID(item)) for item in items]
+        except ValueError as exc:
+            raise ValueError("Invalid UUID format in tag_ids.") from exc
+
+
+class CreateAppPayload(BaseModel):
+    name: str = Field(..., min_length=1, description="App name")
+    description: str | None = Field(default=None, description="App description (max 400 chars)")
+    mode: Literal["chat", "agent-chat", "advanced-chat", "workflow", "completion"] = Field(..., description="App mode")
+    icon_type: str | None = Field(default=None, description="Icon type")
+    icon: str | None = Field(default=None, description="Icon")
+    icon_background: str | None = Field(default=None, description="Icon background color")
+
+    @field_validator("description")
+    @classmethod
+    def validate_description(cls, value: str | None) -> str | None:
+        if value is None:
+            return value
+        return validate_description_length(value)
+
+
+class UpdateAppPayload(BaseModel):
+    name: str = Field(..., min_length=1, description="App name")
+    description: str | None = Field(default=None, description="App description (max 400 chars)")
+    icon_type: str | None = Field(default=None, description="Icon type")
+    icon: str | None = Field(default=None, description="Icon")
+    icon_background: str | None = Field(default=None, description="Icon background color")
+    use_icon_as_answer_icon: bool | None = Field(default=None, description="Use icon as answer icon")
+    max_active_requests: int | None = Field(default=None, description="Maximum active requests")
+
+    @field_validator("description")
+    @classmethod
+    def validate_description(cls, value: str | None) -> str | None:
+        if value is None:
+            return value
+        return validate_description_length(value)
+
+
+class CopyAppPayload(BaseModel):
+    name: str | None = Field(default=None, description="Name for the copied app")
+    description: str | None = Field(default=None, description="Description for the copied app")
+    icon_type: str | None = Field(default=None, description="Icon type")
+    icon: str | None = Field(default=None, description="Icon")
+    icon_background: str | None = Field(default=None, description="Icon background color")
+
+    @field_validator("description")
+    @classmethod
+    def validate_description(cls, value: str | None) -> str | None:
+        if value is None:
+            return value
+        return validate_description_length(value)
+
+
+class AppExportQuery(BaseModel):
+    include_secret: bool = Field(default=False, description="Include secrets in export")
+    workflow_id: str | None = Field(default=None, description="Specific workflow ID to export")
+
+
+class AppNamePayload(BaseModel):
+    name: str = Field(..., min_length=1, description="Name to check")
+
+
+class AppIconPayload(BaseModel):
+    icon: str | None = Field(default=None, description="Icon data")
+    icon_background: str | None = Field(default=None, description="Icon background color")
+
+
+class AppSiteStatusPayload(BaseModel):
+    enable_site: bool = Field(..., description="Enable or disable site")
+
+
+class AppApiStatusPayload(BaseModel):
+    enable_api: bool = Field(..., description="Enable or disable API")
+
+
+class AppTracePayload(BaseModel):
+    enabled: bool = Field(..., description="Enable or disable tracing")
+    tracing_provider: str = Field(..., description="Tracing provider")
+
+
+def reg(cls: type[BaseModel]):
+    console_ns.schema_model(cls.__name__, cls.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
+
+
+reg(AppListQuery)
+reg(CreateAppPayload)
+reg(UpdateAppPayload)
+reg(CopyAppPayload)
+reg(AppExportQuery)
+reg(AppNamePayload)
+reg(AppIconPayload)
+reg(AppSiteStatusPayload)
+reg(AppApiStatusPayload)
+reg(AppTracePayload)
+
+# Register models for flask_restx to avoid dict type issues in Swagger
+# Register base models first
+tag_model = console_ns.model("Tag", tag_fields)
+
+workflow_partial_model = console_ns.model("WorkflowPartial", _workflow_partial_fields_dict)
+
+model_config_model = console_ns.model("ModelConfig", model_config_fields)
+
+model_config_partial_model = console_ns.model("ModelConfigPartial", model_config_partial_fields)
+
+deleted_tool_model = console_ns.model("DeletedTool", deleted_tool_fields)
+
+site_model = console_ns.model("Site", site_fields)
+
+app_partial_model = console_ns.model(
+    "AppPartial",
+    {
+        "id": fields.String,
+        "name": fields.String,
+        "max_active_requests": fields.Raw(),
+        "description": fields.String(attribute="desc_or_prompt"),
+        "mode": fields.String(attribute="mode_compatible_with_agent"),
+        "icon_type": fields.String,
+        "icon": fields.String,
+        "icon_background": fields.String,
+        "icon_url": AppIconUrlField,
+        "model_config": fields.Nested(model_config_partial_model, attribute="app_model_config", allow_null=True),
+        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
+        "use_icon_as_answer_icon": fields.Boolean,
+        "created_by": fields.String,
+        "created_at": TimestampField,
+        "updated_by": fields.String,
+        "updated_at": TimestampField,
+        "tags": fields.List(fields.Nested(tag_model)),
+        "access_mode": fields.String,
+        "create_user_name": fields.String,
+        "author_name": fields.String,
+        "has_draft_trigger": fields.Boolean,
+    },
+)
+
+app_detail_model = console_ns.model(
+    "AppDetail",
+    {
+        "id": fields.String,
+        "name": fields.String,
+        "description": fields.String,
+        "mode": fields.String(attribute="mode_compatible_with_agent"),
+        "icon": fields.String,
+        "icon_background": fields.String,
+        "enable_site": fields.Boolean,
+        "enable_api": fields.Boolean,
+        "model_config": fields.Nested(model_config_model, attribute="app_model_config", allow_null=True),
+        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
+        "tracing": fields.Raw,
+        "use_icon_as_answer_icon": fields.Boolean,
+        "created_by": fields.String,
+        "created_at": TimestampField,
+        "updated_by": fields.String,
+        "updated_at": TimestampField,
+        "access_mode": fields.String,
+        "tags": fields.List(fields.Nested(tag_model)),
+    },
+)
+
+app_detail_with_site_model = console_ns.model(
+    "AppDetailWithSite",
+    {
+        "id": fields.String,
+        "name": fields.String,
+        "description": fields.String,
+        "mode": fields.String(attribute="mode_compatible_with_agent"),
+        "icon_type": fields.String,
+        "icon": fields.String,
+        "icon_background": fields.String,
+        "icon_url": AppIconUrlField,
+        "enable_site": fields.Boolean,
+        "enable_api": fields.Boolean,
+        "model_config": fields.Nested(model_config_model, attribute="app_model_config", allow_null=True),
+        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
+        "api_base_url": fields.String,
+        "use_icon_as_answer_icon": fields.Boolean,
+        "max_active_requests": fields.Integer,
+        "created_by": fields.String,
+        "created_at": TimestampField,
+        "updated_by": fields.String,
+        "updated_at": TimestampField,
+        "deleted_tools": fields.List(fields.Nested(deleted_tool_model)),
+        "access_mode": fields.String,
+        "tags": fields.List(fields.Nested(tag_model)),
+        "site": fields.Nested(site_model),
+    },
+)
+
+app_pagination_model = console_ns.model(
+    "AppPagination",
+    {
+        "page": fields.Integer,
+        "limit": fields.Integer(attribute="per_page"),
+        "total": fields.Integer,
+        "has_more": fields.Boolean(attribute="has_next"),
+        "data": fields.List(fields.Nested(app_partial_model), attribute="items"),
+    },
+)
 
 
 @console_ns.route("/apps")
 class AppListApi(Resource):
-    @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)
+    @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)
     @setup_required
     @login_required
     @account_initialization_required
@@ -58,42 +284,12 @@ class AppListApi(Resource):
         """Get app list"""
         current_user, current_tenant_id = current_account_with_tenant()
 
-        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()
+        args = AppListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        args_dict = args.model_dump()
 
         # get app list
         app_service = AppService()
-        app_pagination = app_service.get_paginate_apps(current_user.id, current_tenant_id, args)
+        app_pagination = app_service.get_paginate_apps(current_user.id, current_tenant_id, args_dict)
         if not app_pagination:
             return {"data": [], "total": 0, "page": 1, "limit": 20, "has_more": False}
 
@@ -136,67 +332,43 @@ class AppListApi(Resource):
         for app in app_pagination.items:
             app.has_draft_trigger = str(app.id) in draft_trigger_app_ids
 
-        return marshal(app_pagination, app_pagination_fields), 200
+        return marshal(app_pagination, app_pagination_model), 200
 
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_detail_fields)
+    @marshal_with(app_detail_model)
     @cloud_edition_billing_resource_check("apps")
     @edit_permission_required
     def post(self):
         """Create app"""
         current_user, current_tenant_id = current_account_with_tenant()
-        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")
+        args = CreateAppPayload.model_validate(console_ns.payload)
 
         app_service = AppService()
-        app = app_service.create_app(current_tenant_id, args, current_user)
+        app = app_service.create_app(current_tenant_id, args.model_dump(), current_user)
 
         return app, 201
 
 
 @console_ns.route("/apps/<uuid:app_id>")
 class AppApi(Resource):
-    @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)
+    @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)
     @setup_required
     @login_required
     @account_initialization_required
     @enterprise_license_required
     @get_app_model
-    @marshal_with(app_detail_fields_with_site)
+    @marshal_with(app_detail_with_site_model)
     def get(self, app_model):
         """Get app detail"""
         app_service = AppService()
@@ -209,66 +381,43 @@ class AppApi(Resource):
 
         return app_model
 
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
     @edit_permission_required
-    @marshal_with(app_detail_fields_with_site)
+    @marshal_with(app_detail_with_site_model)
     def put(self, app_model):
         """Update app"""
-        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()
+        args = UpdateAppPayload.model_validate(console_ns.payload)
 
         app_service = AppService()
 
         args_dict: AppService.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),
+            "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,
         }
         app_model = app_service.update_app(app_model, args_dict)
 
         return app_model
 
-    @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")
+    @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")
     @get_app_model
     @setup_required
     @login_required
@@ -284,43 +433,24 @@ class AppApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/copy")
 class AppCopyApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
     @edit_permission_required
-    @marshal_with(app_detail_fields_with_site)
+    @marshal_with(app_detail_with_site_model)
     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()
 
-        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()
+        args = CopyAppPayload.model_validate(console_ns.payload or {})
 
         with Session(db.engine) as session:
             import_service = AppDslService(session)
@@ -329,11 +459,11 @@ class AppCopyApi(Resource):
                 account=current_user,
                 import_mode=ImportMode.YAML_CONTENT,
                 yaml_content=yaml_content,
-                name=args.get("name"),
-                description=args.get("description"),
-                icon_type=args.get("icon_type"),
-                icon=args.get("icon"),
-                icon_background=args.get("icon_background"),
+                name=args.name,
+                description=args.description,
+                icon_type=args.icon_type,
+                icon=args.icon,
+                icon_background=args.icon_background,
             )
             session.commit()
 
@@ -345,20 +475,16 @@ class AppCopyApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/export")
 class AppExportApi(Resource):
-    @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(
+    @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(
         200,
         "App exported successfully",
-        api.model("AppExportResponse", {"data": fields.String(description="DSL export data")}),
+        console_ns.model("AppExportResponse", {"data": fields.String(description="DSL export data")}),
     )
-    @api.response(403, "Insufficient permissions")
+    @console_ns.response(403, "Insufficient permissions")
     @get_app_model
     @setup_required
     @login_required
@@ -366,149 +492,114 @@ class AppExportApi(Resource):
     @edit_permission_required
     def get(self, app_model):
         """Export app"""
-        # 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()
+        args = AppExportQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         return {
             "data": AppDslService.export_dsl(
-                app_model=app_model, include_secret=args["include_secret"], workflow_id=args.get("workflow_id")
+                app_model=app_model,
+                include_secret=args.include_secret,
+                workflow_id=args.workflow_id,
             )
         }
 
 
-parser = reqparse.RequestParser().add_argument("name", type=str, required=True, location="json", help="Name to check")
-
-
 @console_ns.route("/apps/<uuid:app_id>/name")
 class AppNameApi(Resource):
-    @api.doc("check_app_name")
-    @api.doc(description="Check if app name is available")
-    @api.doc(params={"app_id": "Application ID"})
-    @api.expect(parser)
-    @api.response(200, "Name availability checked")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_fields)
+    @marshal_with(app_detail_model)
     @edit_permission_required
     def post(self, app_model):
-        args = parser.parse_args()
+        args = AppNamePayload.model_validate(console_ns.payload)
 
         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):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_fields)
+    @marshal_with(app_detail_model)
     @edit_permission_required
     def post(self, app_model):
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("icon", type=str, location="json")
-            .add_argument("icon_background", type=str, location="json")
-        )
-        args = parser.parse_args()
+        args = AppIconPayload.model_validate(console_ns.payload or {})
 
         app_service = AppService()
-        app_model = app_service.update_app_icon(app_model, args.get("icon") or "", args.get("icon_background") or "")
+        app_model = app_service.update_app_icon(app_model, args.icon or "", args.icon_background or "")
 
         return app_model
 
 
 @console_ns.route("/apps/<uuid:app_id>/site-enable")
 class AppSiteStatus(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_fields)
+    @marshal_with(app_detail_model)
     @edit_permission_required
     def post(self, app_model):
-        parser = reqparse.RequestParser().add_argument("enable_site", type=bool, required=True, location="json")
-        args = parser.parse_args()
+        args = AppSiteStatusPayload.model_validate(console_ns.payload)
 
         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):
-    @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")
+    @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")
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_detail_fields)
+    @marshal_with(app_detail_model)
     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()
-
-        parser = reqparse.RequestParser().add_argument("enable_api", type=bool, required=True, location="json")
-        args = parser.parse_args()
+        args = AppApiStatusPayload.model_validate(console_ns.payload)
 
         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):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -518,37 +609,24 @@ class AppTraceApi(Resource):
 
         return app_trace_config
 
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @edit_permission_required
     def post(self, app_id):
         # add app trace
-        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()
+        args = AppTracePayload.model_validate(console_ns.payload)
 
         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

@@ -1,7 +1,6 @@
-from flask_restx import Resource, marshal_with, reqparse
+from flask_restx import Resource, fields, marshal_with, reqparse
 from sqlalchemy.orm import Session
 
-from controllers.console import api
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import (
     account_initialization_required,
@@ -10,7 +9,11 @@ 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
+from fields.app_fields import (
+    app_import_check_dependencies_fields,
+    app_import_fields,
+    leaked_dependency_fields,
+)
 from libs.login import current_account_with_tenant, login_required
 from models.model import App
 from services.app_dsl_service import AppDslService, ImportStatus
@@ -19,6 +22,19 @@ from services.feature_service import FeatureService
 
 from .. import console_ns
 
+# Register models for flask_restx to avoid dict type issues in Swagger
+# Register base model first
+leaked_dependency_model = console_ns.model("LeakedDependency", leaked_dependency_fields)
+
+app_import_model = console_ns.model("AppImport", app_import_fields)
+
+# For nested models, need to replace nested dict with registered model
+app_import_check_dependencies_fields_copy = app_import_check_dependencies_fields.copy()
+app_import_check_dependencies_fields_copy["leaked_dependencies"] = fields.List(fields.Nested(leaked_dependency_model))
+app_import_check_dependencies_model = console_ns.model(
+    "AppImportCheckDependencies", app_import_check_dependencies_fields_copy
+)
+
 parser = (
     reqparse.RequestParser()
     .add_argument("mode", type=str, required=True, location="json")
@@ -35,11 +51,11 @@ parser = (
 
 @console_ns.route("/apps/imports")
 class AppImportApi(Resource):
-    @api.expect(parser)
+    @console_ns.expect(parser)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_import_fields)
+    @marshal_with(app_import_model)
     @cloud_edition_billing_resource_check("apps")
     @edit_permission_required
     def post(self):
@@ -82,7 +98,7 @@ class AppImportConfirmApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_import_fields)
+    @marshal_with(app_import_model)
     @edit_permission_required
     def post(self, import_id):
         # Check user role first
@@ -108,7 +124,7 @@ class AppImportCheckDependenciesApi(Resource):
     @login_required
     @get_app_model
     @account_initialization_required
-    @marshal_with(app_import_check_dependencies_fields)
+    @marshal_with(app_import_check_dependencies_model)
     @edit_permission_required
     def get(self, app_model: App):
         with Session(db.engine) as session:

api/controllers/console/app/audio.py

@@ -5,7 +5,7 @@ from flask_restx import Resource, fields, reqparse
 from werkzeug.exceptions import InternalServerError
 
 import services
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.app.error import (
     AppUnavailableError,
     AudioTooLargeError,
@@ -36,16 +36,16 @@ logger = logging.getLogger(__name__)
 
 @console_ns.route("/apps/<uuid:app_id>/audio-to-text")
 class ChatMessageAudioApi(Resource):
-    @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(
+    @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(
         200,
         "Audio transcription successful",
-        api.model("AudioTranscriptResponse", {"text": fields.String(description="Transcribed text from audio")}),
+        console_ns.model("AudioTranscriptResponse", {"text": fields.String(description="Transcribed text from audio")}),
     )
-    @api.response(400, "Bad request - No audio uploaded or unsupported type")
-    @api.response(413, "Audio file too large")
+    @console_ns.response(400, "Bad request - No audio uploaded or unsupported type")
+    @console_ns.response(413, "Audio file too large")
     @setup_required
     @login_required
     @account_initialization_required
@@ -89,11 +89,11 @@ class ChatMessageAudioApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/text-to-audio")
 class ChatMessageTextApi(Resource):
-    @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(
+    @console_ns.doc("chat_message_text_to_speech")
+    @console_ns.doc(description="Convert text to speech for chat messages")
+    @console_ns.doc(params={"app_id": "App ID"})
+    @console_ns.expect(
+        console_ns.model(
             "TextToSpeechRequest",
             {
                 "message_id": fields.String(description="Message ID"),
@@ -103,8 +103,8 @@ class ChatMessageTextApi(Resource):
             },
         )
     )
-    @api.response(200, "Text to speech conversion successful")
-    @api.response(400, "Bad request - Invalid parameters")
+    @console_ns.response(200, "Text to speech conversion successful")
+    @console_ns.response(400, "Bad request - Invalid parameters")
     @get_app_model
     @setup_required
     @login_required
@@ -156,12 +156,16 @@ class ChatMessageTextApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/text-to-audio/voices")
 class TextModesApi(Resource):
-    @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")
+    @console_ns.doc("get_text_to_speech_voices")
+    @console_ns.doc(description="Get available TTS voices for a specific language")
+    @console_ns.doc(params={"app_id": "App ID"})
+    @console_ns.expect(
+        console_ns.parser().add_argument("language", type=str, required=True, location="args", help="Language code")
+    )
+    @console_ns.response(
+        200, "TTS voices retrieved successfully", fields.List(fields.Raw(description="Available voices"))
+    )
+    @console_ns.response(400, "Invalid language parameter")
     @get_app_model
     @setup_required
     @login_required

api/controllers/console/app/completion.py

@@ -1,11 +1,13 @@
 import logging
+from typing import Any, Literal
 
 from flask import request
-from flask_restx import Resource, fields, reqparse
+from flask_restx import Resource
+from pydantic import BaseModel, Field, field_validator
 from werkzeug.exceptions import InternalServerError, NotFound
 
 import services
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.app.error import (
     AppUnavailableError,
     CompletionRequestError,
@@ -17,7 +19,6 @@ 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,
@@ -32,50 +33,66 @@ 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):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.COMPLETION)
     def post(self, app_model):
-        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()
+        args_model = CompletionMessagePayload.model_validate(console_ns.payload)
+        args = args_model.model_dump(exclude_none=True, by_alias=True)
 
-        streaming = args["response_mode"] != "blocking"
+        streaming = args_model.response_mode != "blocking"
         args["auto_generate_name"] = False
 
         try:
@@ -110,10 +127,10 @@ class CompletionMessageApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/completion-messages/<string:task_id>/stop")
 class CompletionMessageStopApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -121,54 +138,36 @@ 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")
-        AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, current_user.id)
+
+        AppTaskService.stop_task(
+            task_id=task_id,
+            invoke_from=InvokeFrom.DEBUGGER,
+            user_id=current_user.id,
+            app_mode=AppMode.value_of(app_model.mode),
+        )
 
         return {"result": "success"}, 200
 
 
 @console_ns.route("/apps/<uuid:app_id>/chat-messages")
 class ChatMessageApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT])
     @edit_permission_required
     def post(self, app_model):
-        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()
+        args_model = ChatMessagePayload.model_validate(console_ns.payload)
+        args = args_model.model_dump(exclude_none=True, by_alias=True)
 
-        streaming = args["response_mode"] != "blocking"
+        streaming = args_model.response_mode != "blocking"
         args["auto_generate_name"] = False
 
         external_trace_id = get_external_trace_id(request)
@@ -209,10 +208,10 @@ class ChatMessageApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/chat-messages/<string:task_id>/stop")
 class ChatMessageStopApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -220,6 +219,12 @@ 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")
-        AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, current_user.id)
+
+        AppTaskService.stop_task(
+            task_id=task_id,
+            invoke_from=InvokeFrom.DEBUGGER,
+            user_id=current_user.id,
+            app_mode=AppMode.value_of(app_model.mode),
+        )
 
         return {"result": "success"}, 200

api/controllers/console/app/conversation.py

@@ -1,88 +1,353 @@
+from typing import Literal
+
 import sqlalchemy as sa
-from flask import abort
-from flask_restx import Resource, marshal_with, reqparse
-from flask_restx.inputs import int_range
+from flask import abort, request
+from flask_restx import Resource, fields, marshal_with
+from pydantic import BaseModel, Field, field_validator
 from sqlalchemy import func, or_
 from sqlalchemy.orm import joinedload
 from werkzeug.exceptions import NotFound
 
-from controllers.console import api, console_ns
+from controllers.console import 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 (
-    conversation_detail_fields,
-    conversation_message_detail_fields,
-    conversation_pagination_fields,
-    conversation_with_summary_pagination_fields,
-)
+from fields.conversation_fields import MessageTextField
+from fields.raws import FilesContainedField
 from libs.datetime_utils import naive_utc_now, parse_time_range
-from libs.helper import DatetimeString
+from libs.helper import TimestampField
 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):
+    message_count_gte: int | None = Field(default=None, ge=1, description="Minimum message count")
+    sort_by: Literal["created_at", "-created_at", "updated_at", "-updated_at"] = Field(
+        default="-updated_at", description="Sort field and direction"
+    )
+
+
+console_ns.schema_model(
+    CompletionConversationQuery.__name__,
+    CompletionConversationQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+    ChatConversationQuery.__name__,
+    ChatConversationQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+# Register models for flask_restx to avoid dict type issues in Swagger
+# Register in dependency order: base models first, then dependent models
+
+# Base models
+simple_account_model = console_ns.model(
+    "SimpleAccount",
+    {
+        "id": fields.String,
+        "name": fields.String,
+        "email": fields.String,
+    },
+)
+
+feedback_stat_model = console_ns.model(
+    "FeedbackStat",
+    {
+        "like": fields.Integer,
+        "dislike": fields.Integer,
+    },
+)
+
+status_count_model = console_ns.model(
+    "StatusCount",
+    {
+        "success": fields.Integer,
+        "failed": fields.Integer,
+        "partial_success": fields.Integer,
+    },
+)
+
+message_file_model = console_ns.model(
+    "MessageFile",
+    {
+        "id": fields.String,
+        "filename": fields.String,
+        "type": fields.String,
+        "url": fields.String,
+        "mime_type": fields.String,
+        "size": fields.Integer,
+        "transfer_method": fields.String,
+        "belongs_to": fields.String(default="user"),
+        "upload_file_id": fields.String(default=None),
+    },
+)
+
+agent_thought_model = console_ns.model(
+    "AgentThought",
+    {
+        "id": fields.String,
+        "chain_id": fields.String,
+        "message_id": fields.String,
+        "position": fields.Integer,
+        "thought": fields.String,
+        "tool": fields.String,
+        "tool_labels": fields.Raw,
+        "tool_input": fields.String,
+        "created_at": TimestampField,
+        "observation": fields.String,
+        "files": fields.List(fields.String),
+    },
+)
+
+simple_model_config_model = console_ns.model(
+    "SimpleModelConfig",
+    {
+        "model": fields.Raw(attribute="model_dict"),
+        "pre_prompt": fields.String,
+    },
+)
+
+model_config_model = console_ns.model(
+    "ModelConfig",
+    {
+        "opening_statement": fields.String,
+        "suggested_questions": fields.Raw,
+        "model": fields.Raw,
+        "user_input_form": fields.Raw,
+        "pre_prompt": fields.String,
+        "agent_mode": fields.Raw,
+    },
+)
+
+# Models that depend on simple_account_model
+feedback_model = console_ns.model(
+    "Feedback",
+    {
+        "rating": fields.String,
+        "content": fields.String,
+        "from_source": fields.String,
+        "from_end_user_id": fields.String,
+        "from_account": fields.Nested(simple_account_model, allow_null=True),
+    },
+)
+
+annotation_model = console_ns.model(
+    "Annotation",
+    {
+        "id": fields.String,
+        "question": fields.String,
+        "content": fields.String,
+        "account": fields.Nested(simple_account_model, allow_null=True),
+        "created_at": TimestampField,
+    },
+)
+
+annotation_hit_history_model = console_ns.model(
+    "AnnotationHitHistory",
+    {
+        "annotation_id": fields.String(attribute="id"),
+        "annotation_create_account": fields.Nested(simple_account_model, allow_null=True),
+        "created_at": TimestampField,
+    },
+)
+
+# Simple message detail model
+simple_message_detail_model = console_ns.model(
+    "SimpleMessageDetail",
+    {
+        "inputs": FilesContainedField,
+        "query": fields.String,
+        "message": MessageTextField,
+        "answer": fields.String,
+    },
+)
+
+# Message detail model that depends on multiple models
+message_detail_model = console_ns.model(
+    "MessageDetail",
+    {
+        "id": fields.String,
+        "conversation_id": fields.String,
+        "inputs": FilesContainedField,
+        "query": fields.String,
+        "message": fields.Raw,
+        "message_tokens": fields.Integer,
+        "answer": fields.String(attribute="re_sign_file_url_answer"),
+        "answer_tokens": fields.Integer,
+        "provider_response_latency": fields.Float,
+        "from_source": fields.String,
+        "from_end_user_id": fields.String,
+        "from_account_id": fields.String,
+        "feedbacks": fields.List(fields.Nested(feedback_model)),
+        "workflow_run_id": fields.String,
+        "annotation": fields.Nested(annotation_model, allow_null=True),
+        "annotation_hit_history": fields.Nested(annotation_hit_history_model, allow_null=True),
+        "created_at": TimestampField,
+        "agent_thoughts": fields.List(fields.Nested(agent_thought_model)),
+        "message_files": fields.List(fields.Nested(message_file_model)),
+        "metadata": fields.Raw(attribute="message_metadata_dict"),
+        "status": fields.String,
+        "error": fields.String,
+        "parent_message_id": fields.String,
+    },
+)
+
+# Conversation models
+conversation_fields_model = console_ns.model(
+    "Conversation",
+    {
+        "id": fields.String,
+        "status": fields.String,
+        "from_source": fields.String,
+        "from_end_user_id": fields.String,
+        "from_end_user_session_id": fields.String(),
+        "from_account_id": fields.String,
+        "from_account_name": fields.String,
+        "read_at": TimestampField,
+        "created_at": TimestampField,
+        "updated_at": TimestampField,
+        "annotation": fields.Nested(annotation_model, allow_null=True),
+        "model_config": fields.Nested(simple_model_config_model),
+        "user_feedback_stats": fields.Nested(feedback_stat_model),
+        "admin_feedback_stats": fields.Nested(feedback_stat_model),
+        "message": fields.Nested(simple_message_detail_model, attribute="first_message"),
+    },
+)
+
+conversation_pagination_model = console_ns.model(
+    "ConversationPagination",
+    {
+        "page": fields.Integer,
+        "limit": fields.Integer(attribute="per_page"),
+        "total": fields.Integer,
+        "has_more": fields.Boolean(attribute="has_next"),
+        "data": fields.List(fields.Nested(conversation_fields_model), attribute="items"),
+    },
+)
+
+conversation_message_detail_model = console_ns.model(
+    "ConversationMessageDetail",
+    {
+        "id": fields.String,
+        "status": fields.String,
+        "from_source": fields.String,
+        "from_end_user_id": fields.String,
+        "from_account_id": fields.String,
+        "created_at": TimestampField,
+        "model_config": fields.Nested(model_config_model),
+        "message": fields.Nested(message_detail_model, attribute="first_message"),
+    },
+)
+
+conversation_with_summary_model = console_ns.model(
+    "ConversationWithSummary",
+    {
+        "id": fields.String,
+        "status": fields.String,
+        "from_source": fields.String,
+        "from_end_user_id": fields.String,
+        "from_end_user_session_id": fields.String,
+        "from_account_id": fields.String,
+        "from_account_name": fields.String,
+        "name": fields.String,
+        "summary": fields.String(attribute="summary_or_query"),
+        "read_at": TimestampField,
+        "created_at": TimestampField,
+        "updated_at": TimestampField,
+        "annotated": fields.Boolean,
+        "model_config": fields.Nested(simple_model_config_model),
+        "message_count": fields.Integer,
+        "user_feedback_stats": fields.Nested(feedback_stat_model),
+        "admin_feedback_stats": fields.Nested(feedback_stat_model),
+        "status_count": fields.Nested(status_count_model),
+    },
+)
+
+conversation_with_summary_pagination_model = console_ns.model(
+    "ConversationWithSummaryPagination",
+    {
+        "page": fields.Integer,
+        "limit": fields.Integer(attribute="per_page"),
+        "total": fields.Integer,
+        "has_more": fields.Boolean(attribute="has_next"),
+        "data": fields.List(fields.Nested(conversation_with_summary_model), attribute="items"),
+    },
+)
+
+conversation_detail_model = console_ns.model(
+    "ConversationDetail",
+    {
+        "id": fields.String,
+        "status": fields.String,
+        "from_source": fields.String,
+        "from_end_user_id": fields.String,
+        "from_account_id": fields.String,
+        "created_at": TimestampField,
+        "updated_at": TimestampField,
+        "annotated": fields.Boolean,
+        "introduction": fields.String,
+        "model_config": fields.Nested(model_config_model),
+        "message_count": fields.Integer,
+        "user_feedback_stats": fields.Nested(feedback_stat_model),
+        "admin_feedback_stats": fields.Nested(feedback_stat_model),
+    },
+)
+
 
 @console_ns.route("/apps/<uuid:app_id>/completion-conversations")
 class CompletionConversationApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.COMPLETION)
-    @marshal_with(conversation_pagination_fields)
+    @marshal_with(conversation_pagination_model)
     @edit_permission_required
     def get(self, app_model):
         current_user, _ = current_account_with_tenant()
-        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()
+        args = CompletionConversationQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         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}%"),
                 )
             )
 
@@ -90,7 +355,7 @@ 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))
 
@@ -102,11 +367,11 @@ 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)
@@ -115,36 +380,36 @@ 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):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.COMPLETION)
-    @marshal_with(conversation_message_detail_fields)
+    @marshal_with(conversation_message_detail_model)
     @edit_permission_required
     def get(self, app_model, conversation_id):
         conversation_id = str(conversation_id)
 
         return _get_conversation(app_model, conversation_id)
 
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -164,69 +429,21 @@ class CompletionConversationDetailApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/chat-conversations")
 class ChatConversationApi(Resource):
-    @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")
+    @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")
     @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_fields)
+    @marshal_with(conversation_with_summary_pagination_model)
     @edit_permission_required
     def get(self, app_model):
         current_user, _ = current_account_with_tenant()
-        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()
+        args = ChatConversationQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         subquery = (
             db.session.query(
@@ -238,8 +455,8 @@ 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,
@@ -262,12 +479,12 @@ 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" | _:
@@ -275,35 +492,35 @@ 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:
+        if args.message_count_gte and args.message_count_gte >= 1:
             query = (
                 query.options(joinedload(Conversation.messages))  # type: ignore
                 .join(Message, Message.conversation_id == Conversation.id)
                 .group_by(Conversation.id)
-                .having(func.count(Message.id) >= args["message_count_gte"])
+                .having(func.count(Message.id) >= args.message_count_gte)
             )
 
         if app_model.mode == AppMode.ADVANCED_CHAT:
             query = query.where(Conversation.invoke_from != InvokeFrom.DEBUGGER)
 
-        match args["sort_by"]:
+        match args.sort_by:
             case "created_at":
                 query = query.order_by(Conversation.created_at.asc())
             case "-created_at":
@@ -315,36 +532,36 @@ 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):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
-    @marshal_with(conversation_detail_fields)
+    @marshal_with(conversation_detail_model)
     @edit_permission_required
     def get(self, app_model, conversation_id):
         conversation_id = str(conversation_id)
 
         return _get_conversation(app_model, conversation_id)
 
-    @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")
+    @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")
     @setup_required
     @login_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])

api/controllers/console/app/conversation_variables.py

@@ -1,46 +1,68 @@
-from flask_restx import Resource, marshal_with, reqparse
+from flask import request
+from flask_restx import Resource, fields, marshal_with
+from pydantic import BaseModel, Field
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 
-from controllers.console import api, console_ns
+from controllers.console import 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 paginated_conversation_variable_fields
+from fields.conversation_variable_fields import (
+    conversation_variable_fields,
+    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):
-    @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)
+    @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)
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=AppMode.ADVANCED_CHAT)
-    @marshal_with(paginated_conversation_variable_fields)
+    @marshal_with(paginated_conversation_variable_model)
     def get(self, app_model):
-        parser = reqparse.RequestParser().add_argument("conversation_id", type=str, location="args")
-        args = parser.parse_args()
+        args = ConversationVariablesQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         stmt = (
             select(ConversationVariable)
             .where(ConversationVariable.app_id == app_model.id)
             .order_by(ConversationVariable.created_at)
         )
-        if args["conversation_id"]:
-            stmt = stmt.where(ConversationVariable.conversation_id == args["conversation_id"])
-        else:
-            raise ValueError("conversation_id is required")
+        stmt = stmt.where(ConversationVariable.conversation_id == args.conversation_id)
 
         # NOTE: This is a temporary solution to avoid performance issues.
         page = 1

api/controllers/console/app/generator.py

@@ -1,8 +1,10 @@
 from collections.abc import Sequence
+from typing import Any
 
-from flask_restx import Resource, fields, reqparse
+from flask_restx import Resource
+from pydantic import BaseModel, Field
 
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.app.error import (
     CompletionRequestError,
     ProviderModelCurrentlyNotSupportError,
@@ -21,43 +23,70 @@ 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):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        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()
+        args = RuleGeneratePayload.model_validate(console_ns.payload)
         _, 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"],
-                no_variable=args["no_variable"],
+                instruction=args.instruction,
+                model_config=args.model_config_data,
+                no_variable=args.no_variable,
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -73,44 +102,25 @@ class RuleGenerateApi(Resource):
 
 @console_ns.route("/rule-code-generate")
 class RuleCodeGenerateApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        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()
+        args = RuleCodeGeneratePayload.model_validate(console_ns.payload)
         _, 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"],
-                code_language=args["code_language"],
+                instruction=args.instruction,
+                model_config=args.model_config_data,
+                code_language=args.code_language,
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -126,37 +136,24 @@ class RuleCodeGenerateApi(Resource):
 
 @console_ns.route("/rule-structured-output-generate")
 class RuleStructuredOutputGenerateApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        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()
+        args = RuleStructuredOutputPayload.model_validate(console_ns.payload)
         _, 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"],
+                instruction=args.instruction,
+                model_config=args.model_config_data,
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -172,102 +169,79 @@ class RuleStructuredOutputGenerateApi(Resource):
 
 @console_ns.route("/instruction-generate")
 class InstructionGenerateApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        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()
+        args = InstructionGeneratePayload.model_validate(console_ns.payload)
         _, current_tenant_id = current_account_with_tenant()
         providers: list[type[CodeNodeProvider]] = [Python3CodeProvider, JavascriptCodeProvider]
         code_provider: type[CodeNodeProvider] | None = next(
-            (p for p in providers if p.is_accept_language(args["language"])), None
+            (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"] == code_template or args["current"] == "") and args["node_id"] != "":
-                app = db.session.query(App).where(App.id == args["flow_id"]).first()
+            if (args.current in (code_template, "")) 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"],
+                            instruction=args.instruction,
+                            model_config=args.model_config_data,
                             no_variable=True,
                         )
                     case "agent":
                         return LLMGenerator.generate_rule_config(
                             current_tenant_id,
-                            instruction=args["instruction"],
-                            model_config=args["model_config"],
+                            instruction=args.instruction,
+                            model_config=args.model_config_data,
                             no_variable=True,
                         )
                     case "code":
                         return LLMGenerator.generate_code(
                             tenant_id=current_tenant_id,
-                            instruction=args["instruction"],
-                            model_config=args["model_config"],
-                            code_language=args["language"],
+                            instruction=args.instruction,
+                            model_config=args.model_config_data,
+                            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"],
-                    ideal_output=args["ideal_output"],
+                    flow_id=args.flow_id,
+                    current=args.current,
+                    instruction=args.instruction,
+                    model_config=args.model_config_data,
+                    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"],
-                    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_data,
+                    ideal_output=args.ideal_output,
                     workflow_service=WorkflowService(),
                 )
             return {"error": "incompatible parameters"}, 400
@@ -283,26 +257,17 @@ class InstructionGenerateApi(Resource):
 
 @console_ns.route("/instruction-generate/template")
 class InstructionGenerationTemplateApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        parser = reqparse.RequestParser().add_argument("type", type=str, required=True, default=False, location="json")
-        args = parser.parse_args()
-        match args["type"]:
+        args = InstructionTemplatePayload.model_validate(console_ns.payload)
+        match args.type:
             case "prompt":
                 from core.llm_generator.prompts import INSTRUCTION_GENERATE_TEMPLATE_PROMPT
 
@@ -312,4 +277,4 @@ 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

@@ -4,7 +4,7 @@ from enum import StrEnum
 from flask_restx import Resource, fields, marshal_with, reqparse
 from werkzeug.exceptions import NotFound
 
-from controllers.console import api, console_ns
+from controllers.console import 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
@@ -12,6 +12,9 @@ from fields.app_fields import app_server_fields
 from libs.login import current_account_with_tenant, login_required
 from models.model import AppMCPServer
 
+# Register model for flask_restx to avoid dict type issues in Swagger
+app_server_model = console_ns.model("AppServer", app_server_fields)
+
 
 class AppMCPServerStatus(StrEnum):
     ACTIVE = "active"
@@ -20,24 +23,24 @@ class AppMCPServerStatus(StrEnum):
 
 @console_ns.route("/apps/<uuid:app_id>/server")
 class AppMCPServerController(Resource):
-    @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)
+    @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)
     @login_required
     @account_initialization_required
     @setup_required
     @get_app_model
-    @marshal_with(app_server_fields)
+    @marshal_with(app_server_model)
     def get(self, app_model):
         server = db.session.query(AppMCPServer).where(AppMCPServer.app_id == app_model.id).first()
         return server
 
-    @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(
+    @console_ns.doc("create_app_mcp_server")
+    @console_ns.doc(description="Create MCP server configuration for an application")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.expect(
+        console_ns.model(
             "MCPServerCreateRequest",
             {
                 "description": fields.String(description="Server description"),
@@ -45,13 +48,13 @@ class AppMCPServerController(Resource):
             },
         )
     )
-    @api.response(201, "MCP server configuration created successfully", app_server_fields)
-    @api.response(403, "Insufficient permissions")
+    @console_ns.response(201, "MCP server configuration created successfully", app_server_model)
+    @console_ns.response(403, "Insufficient permissions")
     @account_initialization_required
     @get_app_model
     @login_required
     @setup_required
-    @marshal_with(app_server_fields)
+    @marshal_with(app_server_model)
     @edit_permission_required
     def post(self, app_model):
         _, current_tenant_id = current_account_with_tenant()
@@ -79,11 +82,11 @@ class AppMCPServerController(Resource):
         db.session.commit()
         return server
 
-    @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(
+    @console_ns.doc("update_app_mcp_server")
+    @console_ns.doc(description="Update MCP server configuration for an application")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.expect(
+        console_ns.model(
             "MCPServerUpdateRequest",
             {
                 "id": fields.String(required=True, description="Server ID"),
@@ -93,14 +96,14 @@ class AppMCPServerController(Resource):
             },
         )
     )
-    @api.response(200, "MCP server configuration updated successfully", app_server_fields)
-    @api.response(403, "Insufficient permissions")
-    @api.response(404, "Server not found")
+    @console_ns.response(200, "MCP server configuration updated successfully", app_server_model)
+    @console_ns.response(403, "Insufficient permissions")
+    @console_ns.response(404, "Server not found")
     @get_app_model
     @login_required
     @setup_required
     @account_initialization_required
-    @marshal_with(app_server_fields)
+    @marshal_with(app_server_model)
     @edit_permission_required
     def put(self, app_model):
         parser = (
@@ -134,16 +137,16 @@ class AppMCPServerController(Resource):
 
 @console_ns.route("/apps/<uuid:server_id>/server/refresh")
 class AppMCPServerRefreshController(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_server_fields)
+    @marshal_with(app_server_model)
     @edit_permission_required
     def get(self, server_id):
         _, current_tenant_id = current_account_with_tenant()

api/controllers/console/app/message.py

@@ -1,11 +1,13 @@
 import logging
+from typing import Literal
 
-from flask_restx import Resource, fields, marshal_with, reqparse
-from flask_restx.inputs import int_range
+from flask import request
+from flask_restx import Resource, fields, marshal_with
+from pydantic import BaseModel, Field, field_validator
 from sqlalchemy import exists, select
 from werkzeug.exceptions import InternalServerError, NotFound
 
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.app.error import (
     CompletionRequestError,
     ProviderModelCurrentlyNotSupportError,
@@ -23,8 +25,8 @@ 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.conversation_fields import message_detail_fields
-from libs.helper import uuid_value
+from fields.raws import FilesContainedField
+from libs.helper import TimestampField, 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
@@ -33,55 +35,216 @@ 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")
+
+    @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):
-    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")
+    @console_ns.doc("list_chat_messages")
+    @console_ns.doc(description="Get chat messages for a conversation with pagination")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.expect(console_ns.models[ChatMessagesQuery.__name__])
+    @console_ns.response(200, "Success", message_infinite_scroll_pagination_model)
+    @console_ns.response(404, "Conversation not found")
     @login_required
     @account_initialization_required
     @setup_required
     @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
-    @marshal_with(message_infinite_scroll_pagination_fields)
+    @marshal_with(message_infinite_scroll_pagination_model)
     @edit_permission_required
     def get(self, app_model):
-        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()
+        args = ChatMessagesQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         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()
             )
 
@@ -96,7 +259,7 @@ class ChatMessageListApi(Resource):
                     Message.id != first_message.id,
                 )
                 .order_by(Message.created_at.desc())
-                .limit(args["limit"])
+                .limit(args.limit)
                 .all()
             )
         else:
@@ -104,12 +267,12 @@ 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(
@@ -127,26 +290,18 @@ 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):
-    @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")
+    @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")
     @get_app_model
     @setup_required
     @login_required
@@ -154,14 +309,9 @@ class MessageFeedbackApi(Resource):
     def post(self, app_model):
         current_user, _ = current_account_with_tenant()
 
-        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()
+        args = MessageFeedbackPayload.model_validate(console_ns.payload)
 
-        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()
 
@@ -170,18 +320,21 @@ class MessageFeedbackApi(Resource):
 
         feedback = message.admin_feedback
 
-        if not args["rating"] and feedback:
+        if not args.rating and feedback:
             db.session.delete(feedback)
-        elif args["rating"] and feedback:
-            feedback.rating = args["rating"]
-        elif not args["rating"] and not feedback:
+        elif args.rating and feedback:
+            feedback.rating = args.rating
+        elif not args.rating and not feedback:
             raise ValueError("rating cannot be None when feedback not exists")
         else:
+            rating_value = args.rating
+            if rating_value is None:
+                raise ValueError("rating is required to create feedback")
             feedback = MessageFeedback(
                 app_id=app_model.id,
                 conversation_id=message.conversation_id,
                 message_id=message.id,
-                rating=args["rating"],
+                rating=rating_value,
                 from_source="admin",
                 from_account_id=current_user.id,
             )
@@ -194,13 +347,13 @@ class MessageFeedbackApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/annotations/count")
 class MessageAnnotationCountApi(Resource):
-    @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(
+    @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(
         200,
         "Annotation count retrieved successfully",
-        api.model("AnnotationCountResponse", {"count": fields.Integer(description="Number of annotations")}),
+        console_ns.model("AnnotationCountResponse", {"count": fields.Integer(description="Number of annotations")}),
     )
     @get_app_model
     @setup_required
@@ -214,15 +367,17 @@ class MessageAnnotationCountApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/chat-messages/<uuid:message_id>/suggested-questions")
 class MessageSuggestedQuestionApi(Resource):
-    @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(
+    @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(
         200,
         "Suggested questions retrieved successfully",
-        api.model("SuggestedQuestionsResponse", {"data": fields.List(fields.String(description="Suggested question"))}),
+        console_ns.model(
+            "SuggestedQuestionsResponse", {"data": fields.List(fields.String(description="Suggested question"))}
+        ),
     )
-    @api.response(404, "Message or conversation not found")
+    @console_ns.response(404, "Message or conversation not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -256,18 +411,58 @@ class MessageSuggestedQuestionApi(Resource):
         return {"data": questions}
 
 
-@console_ns.route("/apps/<uuid:app_id>/messages/<uuid:message_id>")
-class MessageApi(Resource):
-    @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")
+@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
-    @marshal_with(message_detail_fields)
+    def get(self, app_model):
+        args = FeedbackExportQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+
+        # Import the service function
+        from services.feedback_service import FeedbackService
+
+        try:
+            export_data = FeedbackService.export_feedbacks(
+                app_id=app_model.id,
+                from_source=args.from_source,
+                rating=args.rating,
+                has_comment=args.has_comment,
+                start_date=args.start_date,
+                end_date=args.end_date,
+                format_type=args.format,
+            )
+
+            return export_data
+
+        except ValueError as e:
+            logger.exception("Parameter validation error in feedback export")
+            return {"error": f"Parameter validation error: {str(e)}"}, 400
+        except Exception as e:
+            logger.exception("Error exporting feedback data")
+            raise InternalServerError(str(e))
+
+
+@console_ns.route("/apps/<uuid:app_id>/messages/<uuid:message_id>")
+class MessageApi(Resource):
+    @console_ns.doc("get_message")
+    @console_ns.doc(description="Get message details by ID")
+    @console_ns.doc(params={"app_id": "Application ID", "message_id": "Message ID"})
+    @console_ns.response(200, "Message retrieved successfully", message_detail_model)
+    @console_ns.response(404, "Message not found")
+    @get_app_model
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @marshal_with(message_detail_model)
     def get(self, app_model, message_id: str):
         message_id = str(message_id)
 

api/controllers/console/app/model_config.py

@@ -3,11 +3,10 @@ from typing import cast
 
 from flask import request
 from flask_restx import Resource, fields
-from werkzeug.exceptions import Forbidden
 
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
 from core.agent.entities import AgentToolEntity
 from core.tools.tool_manager import ToolManager
 from core.tools.utils.configuration import ToolParameterConfigurationManager
@@ -21,11 +20,11 @@ from services.app_model_config_service import AppModelConfigService
 
 @console_ns.route("/apps/<uuid:app_id>/model-config")
 class ModelConfigResource(Resource):
-    @api.doc("update_app_model_config")
-    @api.doc(description="Update application model configuration")
-    @api.doc(params={"app_id": "Application ID"})
-    @api.expect(
-        api.model(
+    @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(
             "ModelConfigRequest",
             {
                 "provider": fields.String(description="Model provider"),
@@ -43,20 +42,17 @@ class ModelConfigResource(Resource):
             },
         )
     )
-    @api.response(200, "Model configuration updated successfully")
-    @api.response(400, "Invalid configuration")
-    @api.response(404, "App not found")
+    @console_ns.response(200, "Model configuration updated successfully")
+    @console_ns.response(400, "Invalid configuration")
+    @console_ns.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

@@ -1,7 +1,7 @@
 from flask_restx import Resource, fields, reqparse
 from werkzeug.exceptions import BadRequest
 
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.app.error import TracingConfigCheckError, TracingConfigIsExist, TracingConfigNotExist
 from controllers.console.wraps import account_initialization_required, setup_required
 from libs.login import login_required
@@ -14,18 +14,18 @@ class TraceAppConfigApi(Resource):
     Manage trace app configurations
     """
 
-    @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(
+    @console_ns.doc("get_trace_app_config")
+    @console_ns.doc(description="Get tracing configuration for an application")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.expect(
+        console_ns.parser().add_argument(
             "tracing_provider", type=str, required=True, location="args", help="Tracing provider name"
         )
     )
-    @api.response(
+    @console_ns.response(
         200, "Tracing configuration retrieved successfully", fields.Raw(description="Tracing configuration data")
     )
-    @api.response(400, "Invalid request parameters")
+    @console_ns.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
@@ -41,11 +41,11 @@ class TraceAppConfigApi(Resource):
         except Exception as e:
             raise BadRequest(str(e))
 
-    @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(
+    @console_ns.doc("create_trace_app_config")
+    @console_ns.doc(description="Create a new tracing configuration for an application")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.expect(
+        console_ns.model(
             "TraceConfigCreateRequest",
             {
                 "tracing_provider": fields.String(required=True, description="Tracing provider name"),
@@ -53,10 +53,10 @@ class TraceAppConfigApi(Resource):
             },
         )
     )
-    @api.response(
+    @console_ns.response(
         201, "Tracing configuration created successfully", fields.Raw(description="Created configuration data")
     )
-    @api.response(400, "Invalid request parameters or configuration already exists")
+    @console_ns.response(400, "Invalid request parameters or configuration already exists")
     @setup_required
     @login_required
     @account_initialization_required
@@ -81,11 +81,11 @@ class TraceAppConfigApi(Resource):
         except Exception as e:
             raise BadRequest(str(e))
 
-    @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(
+    @console_ns.doc("update_trace_app_config")
+    @console_ns.doc(description="Update an existing tracing configuration for an application")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.expect(
+        console_ns.model(
             "TraceConfigUpdateRequest",
             {
                 "tracing_provider": fields.String(required=True, description="Tracing provider name"),
@@ -93,8 +93,8 @@ class TraceAppConfigApi(Resource):
             },
         )
     )
-    @api.response(200, "Tracing configuration updated successfully", fields.Raw(description="Success response"))
-    @api.response(400, "Invalid request parameters or configuration not found")
+    @console_ns.response(200, "Tracing configuration updated successfully", fields.Raw(description="Success response"))
+    @console_ns.response(400, "Invalid request parameters or configuration not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -117,16 +117,16 @@ class TraceAppConfigApi(Resource):
         except Exception as e:
             raise BadRequest(str(e))
 
-    @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(
+    @console_ns.doc("delete_trace_app_config")
+    @console_ns.doc(description="Delete an existing tracing configuration for an application")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.expect(
+        console_ns.parser().add_argument(
             "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")
+    @console_ns.response(204, "Tracing configuration deleted successfully")
+    @console_ns.response(400, "Invalid request parameters or configuration not found")
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/app/site.py

@@ -1,16 +1,24 @@
 from flask_restx import Resource, fields, marshal_with, reqparse
-from werkzeug.exceptions import Forbidden, NotFound
+from werkzeug.exceptions import NotFound
 
 from constants.languages import supported_language
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console.wraps import (
+    account_initialization_required,
+    edit_permission_required,
+    is_admin_or_owner_required,
+    setup_required,
+)
 from extensions.ext_database import db
 from fields.app_fields import app_site_fields
 from libs.datetime_utils import naive_utc_now
 from libs.login import current_account_with_tenant, login_required
 from models import Site
 
+# Register model for flask_restx to avoid dict type issues in Swagger
+app_site_model = console_ns.model("AppSite", app_site_fields)
+
 
 def parse_app_site_args():
     parser = (
@@ -43,11 +51,11 @@ def parse_app_site_args():
 
 @console_ns.route("/apps/<uuid:app_id>/site")
 class AppSite(Resource):
-    @api.doc("update_app_site")
-    @api.doc(description="Update application site configuration")
-    @api.doc(params={"app_id": "Application ID"})
-    @api.expect(
-        api.model(
+    @console_ns.doc("update_app_site")
+    @console_ns.doc(description="Update application site configuration")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.expect(
+        console_ns.model(
             "AppSiteRequest",
             {
                 "title": fields.String(description="Site title"),
@@ -71,22 +79,18 @@ class AppSite(Resource):
             },
         )
     )
-    @api.response(200, "Site configuration updated successfully", app_site_fields)
-    @api.response(403, "Insufficient permissions")
-    @api.response(404, "App not found")
+    @console_ns.response(200, "Site configuration updated successfully", app_site_model)
+    @console_ns.response(403, "Insufficient permissions")
+    @console_ns.response(404, "App not found")
     @setup_required
     @login_required
+    @edit_permission_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_site_fields)
+    @marshal_with(app_site_model)
     def post(self, app_model):
         args = parse_app_site_args()
         current_user, _ = current_account_with_tenant()
-
-        # The role of the current user in the ta table must be editor, admin, or owner
-        if not current_user.has_edit_permission:
-            raise Forbidden()
-
         site = db.session.query(Site).where(Site.app_id == app_model.id).first()
         if not site:
             raise NotFound
@@ -122,24 +126,20 @@ class AppSite(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/site/access-token-reset")
 class AppSiteAccessTokenReset(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     @get_app_model
-    @marshal_with(app_site_fields)
+    @marshal_with(app_site_model)
     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

@@ -1,31 +1,48 @@
 from decimal import Decimal
 
 import sqlalchemy as sa
-from flask import abort, jsonify
-from flask_restx import Resource, fields, reqparse
+from flask import abort, jsonify, request
+from flask_restx import Resource, fields
+from pydantic import BaseModel, Field, field_validator
 
-from controllers.console import api, console_ns
+from controllers.console import 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 DatetimeString, convert_datetime_to_date
+from libs.helper import convert_datetime_to_date
 from libs.login import current_account_with_tenant, login_required
 from models import AppMode
 
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class StatisticTimeRangeQuery(BaseModel):
+    start: str | None = Field(default=None, description="Start date (YYYY-MM-DD HH:MM)")
+    end: str | None = Field(default=None, description="End date (YYYY-MM-DD HH:MM)")
+
+    @field_validator("start", "end", mode="before")
+    @classmethod
+    def empty_string_to_none(cls, value: str | None) -> str | None:
+        if value == "":
+            return None
+        return value
+
+
+console_ns.schema_model(
+    StatisticTimeRangeQuery.__name__,
+    StatisticTimeRangeQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/daily-messages")
 class DailyMessageStatistic(Resource):
-    @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(
+    @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(
         200,
         "Daily message statistics retrieved successfully",
         fields.List(fields.Raw(description="Daily message count data")),
@@ -37,12 +54,7 @@ class DailyMessageStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        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()
+        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
@@ -57,7 +69,7 @@ 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))
 
@@ -81,20 +93,13 @@ WHERE
         return jsonify({"data": response_data})
 
 
-parser = (
-    reqparse.RequestParser()
-    .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args", help="Start date (YYYY-MM-DD HH:MM)")
-    .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args", help="End date (YYYY-MM-DD HH:MM)")
-)
-
-
 @console_ns.route("/apps/<uuid:app_id>/statistics/daily-conversations")
 class DailyConversationStatistic(Resource):
-    @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(parser)
-    @api.response(
+    @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(
         200,
         "Daily conversation statistics retrieved successfully",
         fields.List(fields.Raw(description="Daily conversation count data")),
@@ -106,7 +111,7 @@ class DailyConversationStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = parser.parse_args()
+        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
@@ -121,7 +126,7 @@ 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))
 
@@ -146,11 +151,11 @@ WHERE
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/daily-end-users")
 class DailyTerminalsStatistic(Resource):
-    @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(parser)
-    @api.response(
+    @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(
         200,
         "Daily terminal statistics retrieved successfully",
         fields.List(fields.Raw(description="Daily terminal count data")),
@@ -162,7 +167,7 @@ class DailyTerminalsStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = parser.parse_args()
+        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
@@ -177,7 +182,7 @@ 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))
 
@@ -203,11 +208,11 @@ WHERE
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/token-costs")
 class DailyTokenCostStatistic(Resource):
-    @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(parser)
-    @api.response(
+    @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(
         200,
         "Daily token cost statistics retrieved successfully",
         fields.List(fields.Raw(description="Daily token cost data")),
@@ -219,7 +224,7 @@ class DailyTokenCostStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = parser.parse_args()
+        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
@@ -235,7 +240,7 @@ 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))
 
@@ -263,11 +268,11 @@ WHERE
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/average-session-interactions")
 class AverageSessionInteractionStatistic(Resource):
-    @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(parser)
-    @api.response(
+    @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(
         200,
         "Average session interaction statistics retrieved successfully",
         fields.List(fields.Raw(description="Average session interaction data")),
@@ -279,7 +284,7 @@ class AverageSessionInteractionStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = parser.parse_args()
+        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         converted_created_at = convert_datetime_to_date("c.created_at")
         sql_query = f"""SELECT
@@ -302,7 +307,7 @@ 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))
 
@@ -339,11 +344,11 @@ ORDER BY
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/user-satisfaction-rate")
 class UserSatisfactionRateStatistic(Resource):
-    @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(parser)
-    @api.response(
+    @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(
         200,
         "User satisfaction rate statistics retrieved successfully",
         fields.List(fields.Raw(description="User satisfaction rate data")),
@@ -355,7 +360,7 @@ class UserSatisfactionRateStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = parser.parse_args()
+        args = StatisticTimeRangeQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         converted_created_at = convert_datetime_to_date("m.created_at")
         sql_query = f"""SELECT
@@ -374,7 +379,7 @@ 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))
 
@@ -405,11 +410,11 @@ WHERE
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/average-response-time")
 class AverageResponseTimeStatistic(Resource):
-    @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(parser)
-    @api.response(
+    @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(
         200,
         "Average response time statistics retrieved successfully",
         fields.List(fields.Raw(description="Average response time data")),
@@ -421,7 +426,7 @@ class AverageResponseTimeStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        args = parser.parse_args()
+        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
@@ -436,7 +441,7 @@ 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))
 
@@ -462,11 +467,11 @@ WHERE
 
 @console_ns.route("/apps/<uuid:app_id>/statistics/tokens-per-second")
 class TokensPerSecondStatistic(Resource):
-    @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(parser)
-    @api.response(
+    @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(
         200,
         "Tokens per second statistics retrieved successfully",
         fields.List(fields.Raw(description="Tokens per second data")),
@@ -477,7 +482,7 @@ class TokensPerSecondStatistic(Resource):
     @account_initialization_required
     def get(self, app_model):
         account, _ = current_account_with_tenant()
-        args = parser.parse_args()
+        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
@@ -495,7 +500,7 @@ 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

@@ -1,15 +1,16 @@
 import json
 import logging
 from collections.abc import Sequence
-from typing import cast
+from typing import Any
 
 from flask import abort, request
-from flask_restx import Resource, fields, inputs, marshal_with, reqparse
+from flask_restx import Resource, fields, marshal_with
+from pydantic import BaseModel, Field, field_validator
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
-from controllers.console import api, console_ns
+from controllers.console import 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
@@ -32,6 +33,7 @@ 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
@@ -48,6 +50,161 @@ 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
@@ -70,16 +227,16 @@ def _parse_file(workflow: Workflow, files: list[dict] | None = None) -> Sequence
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft")
 class DraftWorkflowApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_fields)
+    @marshal_with(workflow_model)
     @edit_permission_required
     def get(self, app_model: App):
         """
@@ -99,24 +256,13 @@ class DraftWorkflowApi(Resource):
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @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(
+    @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(
         200,
         "Draft workflow synced successfully",
-        api.model(
+        console_ns.model(
             "SyncDraftWorkflowResponse",
             {
                 "result": fields.String,
@@ -125,8 +271,8 @@ class DraftWorkflowApi(Resource):
             },
         ),
     )
-    @api.response(400, "Invalid workflow configuration")
-    @api.response(403, "Permission denied")
+    @console_ns.response(400, "Invalid workflow configuration")
+    @console_ns.response(403, "Permission denied")
     @edit_permission_required
     def post(self, app_model: App):
         """
@@ -136,36 +282,23 @@ class DraftWorkflowApi(Resource):
 
         content_type = request.headers.get("Content-Type", "")
 
+        payload_data: dict[str, Any] | None = None
         if "application/json" in content_type:
-            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()
+            payload_data = request.get_json(silent=True)
+            if not isinstance(payload_data, dict):
+                return {"message": "Invalid JSON data"}, 400
         elif "text/plain" in content_type:
             try:
-                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"),
-                }
+                payload_data = json.loads(request.data.decode("utf-8"))
             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:
@@ -198,23 +331,13 @@ class DraftWorkflowApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/advanced-chat/workflows/draft/run")
 class AdvancedChatDraftWorkflowRunApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -226,16 +349,8 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
         """
         current_user, _ = current_account_with_tenant()
 
-        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()
+        args_model = AdvancedChatWorkflowRunPayload.model_validate(console_ns.payload or {})
+        args = args_model.model_dump(exclude_none=True)
 
         external_trace_id = get_external_trace_id(request)
         if external_trace_id:
@@ -262,21 +377,13 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/advanced-chat/workflows/draft/iteration/nodes/<string:node_id>/run")
 class AdvancedChatDraftRunIterationNodeApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -287,8 +394,7 @@ class AdvancedChatDraftRunIterationNodeApi(Resource):
         Run draft workflow iteration node
         """
         current_user, _ = current_account_with_tenant()
-        parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
-        args = parser.parse_args()
+        args = IterationNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
 
         try:
             response = AppGenerateService.generate_single_iteration(
@@ -309,21 +415,13 @@ class AdvancedChatDraftRunIterationNodeApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/iteration/nodes/<string:node_id>/run")
 class WorkflowDraftRunIterationNodeApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -334,8 +432,7 @@ class WorkflowDraftRunIterationNodeApi(Resource):
         Run draft workflow iteration node
         """
         current_user, _ = current_account_with_tenant()
-        parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
-        args = parser.parse_args()
+        args = IterationNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
 
         try:
             response = AppGenerateService.generate_single_iteration(
@@ -356,21 +453,13 @@ class WorkflowDraftRunIterationNodeApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/advanced-chat/workflows/draft/loop/nodes/<string:node_id>/run")
 class AdvancedChatDraftRunLoopNodeApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -381,8 +470,7 @@ class AdvancedChatDraftRunLoopNodeApi(Resource):
         Run draft workflow loop node
         """
         current_user, _ = current_account_with_tenant()
-        parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
-        args = parser.parse_args()
+        args = LoopNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
 
         try:
             response = AppGenerateService.generate_single_loop(
@@ -403,21 +491,13 @@ class AdvancedChatDraftRunLoopNodeApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/loop/nodes/<string:node_id>/run")
 class WorkflowDraftRunLoopNodeApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -428,8 +508,7 @@ class WorkflowDraftRunLoopNodeApi(Resource):
         Run draft workflow loop node
         """
         current_user, _ = current_account_with_tenant()
-        parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
-        args = parser.parse_args()
+        args = LoopNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
 
         try:
             response = AppGenerateService.generate_single_loop(
@@ -450,20 +529,12 @@ class WorkflowDraftRunLoopNodeApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/run")
 class DraftWorkflowRunApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -474,12 +545,7 @@ class DraftWorkflowRunApi(Resource):
         Run draft workflow
         """
         current_user, _ = current_account_with_tenant()
-        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()
+        args = DraftWorkflowRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
 
         external_trace_id = get_external_trace_id(request)
         if external_trace_id:
@@ -501,12 +567,12 @@ class DraftWorkflowRunApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflow-runs/tasks/<string:task_id>/stop")
 class WorkflowTaskStopApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -528,40 +594,28 @@ class WorkflowTaskStopApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/run")
 class DraftWorkflowNodeRunApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_node_execution_fields)
+    @marshal_with(workflow_run_node_execution_model)
     @edit_permission_required
     def post(self, app_model: App, node_id: str):
         """
         Run draft workflow node
         """
         current_user, _ = current_account_with_tenant()
-        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()
+        args_model = DraftWorkflowNodeRunPayload.model_validate(console_ns.payload or {})
+        args = args_model.model_dump(exclude_none=True)
 
-        user_inputs = args.get("inputs")
+        user_inputs = args_model.inputs
         if user_inputs is None:
             raise ValueError("missing inputs")
 
@@ -586,25 +640,18 @@ class DraftWorkflowNodeRunApi(Resource):
         return workflow_node_execution
 
 
-parser_publish = (
-    reqparse.RequestParser()
-    .add_argument("marked_name", type=str, required=False, default="", location="json")
-    .add_argument("marked_comment", type=str, required=False, default="", location="json")
-)
-
-
 @console_ns.route("/apps/<uuid:app_id>/workflows/publish")
 class PublishedWorkflowApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_fields)
+    @marshal_with(workflow_model)
     @edit_permission_required
     def get(self, app_model: App):
         """
@@ -617,7 +664,7 @@ class PublishedWorkflowApi(Resource):
         # return workflow, if not found, return None
         return workflow
 
-    @api.expect(parser_publish)
+    @console_ns.expect(console_ns.models[PublishWorkflowPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -629,13 +676,7 @@ class PublishedWorkflowApi(Resource):
         """
         current_user, _ = current_account_with_tenant()
 
-        args = parser_publish.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 = PublishWorkflowPayload.model_validate(console_ns.payload or {})
 
         workflow_service = WorkflowService()
         with Session(db.engine) as session:
@@ -666,10 +707,10 @@ class PublishedWorkflowApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/default-workflow-block-configs")
 class DefaultBlockConfigsApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -684,17 +725,14 @@ class DefaultBlockConfigsApi(Resource):
         return workflow_service.get_default_block_configs()
 
 
-parser_block = reqparse.RequestParser().add_argument("q", type=str, location="args")
-
-
 @console_ns.route("/apps/<uuid:app_id>/workflows/default-workflow-block-configs/<string:block_type>")
 class DefaultBlockConfigApi(Resource):
-    @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")
-    @api.expect(parser_block)
+    @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__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -704,14 +742,12 @@ class DefaultBlockConfigApi(Resource):
         """
         Get default block config
         """
-        args = parser_block.parse_args()
-
-        q = args.get("q")
+        args = DefaultBlockConfigQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         filters = None
-        if q:
+        if args.q:
             try:
-                filters = json.loads(args.get("q", ""))
+                filters = json.loads(args.q)
             except json.JSONDecodeError:
                 raise ValueError("Invalid filters")
 
@@ -720,24 +756,15 @@ class DefaultBlockConfigApi(Resource):
         return workflow_service.get_default_block_config(node_type=block_type, filters=filters)
 
 
-parser_convert = (
-    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")
-)
-
-
 @console_ns.route("/apps/<uuid:app_id>/convert-to-workflow")
 class ConvertToWorkflowApi(Resource):
-    @api.expect(parser_convert)
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -751,10 +778,8 @@ class ConvertToWorkflowApi(Resource):
         """
         current_user, _ = current_account_with_tenant()
 
-        if request.data:
-            args = parser_convert.parse_args()
-        else:
-            args = {}
+        payload = console_ns.payload or {}
+        args = ConvertToWorkflowPayload.model_validate(payload).model_dump(exclude_none=True)
 
         # convert to workflow mode
         workflow_service = WorkflowService()
@@ -766,27 +791,18 @@ class ConvertToWorkflowApi(Resource):
         }
 
 
-parser_workflows = (
-    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=10, 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")
-)
-
-
 @console_ns.route("/apps/<uuid:app_id>/workflows")
 class PublishedAllWorkflowApi(Resource):
-    @api.expect(parser_workflows)
-    @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)
+    @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)
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_pagination_fields)
+    @marshal_with(workflow_pagination_model)
     @edit_permission_required
     def get(self, app_model: App):
         """
@@ -794,16 +810,15 @@ class PublishedAllWorkflowApi(Resource):
         """
         current_user, _ = current_account_with_tenant()
 
-        args = parser_workflows.parse_args()
-        page = args["page"]
-        limit = args["limit"]
-        user_id = args.get("user_id")
-        named_only = args.get("named_only", False)
+        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
 
         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:
@@ -826,51 +841,32 @@ class PublishedAllWorkflowApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/<string:workflow_id>")
 class WorkflowByIdApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_fields)
+    @marshal_with(workflow_model)
     @edit_permission_required
     def patch(self, app_model: App, workflow_id: str):
         """
         Update workflow attributes
         """
         current_user, _ = current_account_with_tenant()
-        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 = WorkflowUpdatePayload.model_validate(console_ns.payload or {})
 
         # 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 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 not update_data:
             return {"message": "No valid fields to update"}, 400
@@ -926,17 +922,17 @@ class WorkflowByIdApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/last-run")
 class DraftWorkflowNodeLastRunApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_node_execution_fields)
+    @marshal_with(workflow_run_node_execution_model)
     def get(self, app_model: App, node_id: str):
         srv = WorkflowService()
         workflow = srv.get_draft_workflow(app_model)
@@ -959,20 +955,20 @@ class DraftWorkflowTriggerRunApi(Resource):
     Path: /apps/<uuid:app_id>/workflows/draft/trigger/run
     """
 
-    @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(
+    @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(
             "DraftWorkflowTriggerRunRequest",
             {
                 "node_id": fields.String(required=True, description="Node ID"),
             },
         )
     )
-    @api.response(200, "Trigger event received and workflow executed successfully")
-    @api.response(403, "Permission denied")
-    @api.response(500, "Internal server error")
+    @console_ns.response(200, "Trigger event received and workflow executed successfully")
+    @console_ns.response(403, "Permission denied")
+    @console_ns.response(500, "Internal server error")
     @setup_required
     @login_required
     @account_initialization_required
@@ -983,10 +979,8 @@ class DraftWorkflowTriggerRunApi(Resource):
         Poll for trigger events and execute full workflow when event arrives
         """
         current_user, _ = current_account_with_tenant()
-        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"]
+        args = DraftWorkflowTriggerRunPayload.model_validate(console_ns.payload or {})
+        node_id = args.node_id
         workflow_service = WorkflowService()
         draft_workflow = workflow_service.get_draft_workflow(app_model)
         if not draft_workflow:
@@ -1032,12 +1026,12 @@ class DraftWorkflowTriggerNodeApi(Resource):
     Path: /apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/trigger/run
     """
 
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -1111,20 +1105,13 @@ class DraftWorkflowTriggerRunAllApi(Resource):
     Path: /apps/<uuid:app_id>/workflows/draft/trigger/run-all
     """
 
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -1136,10 +1123,8 @@ class DraftWorkflowTriggerRunAllApi(Resource):
         """
         current_user, _ = current_account_with_tenant()
 
-        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"]
+        args = DraftWorkflowTriggerRunAllPayload.model_validate(console_ns.payload or {})
+        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

@@ -1,86 +1,85 @@
+from datetime import datetime
+
 from dateutil.parser import isoparse
-from flask_restx import Resource, marshal_with, reqparse
-from flask_restx.inputs import int_range
+from flask import request
+from flask_restx import Resource, marshal_with
+from pydantic import BaseModel, Field, field_validator
 from sqlalchemy.orm import Session
 
-from controllers.console import api, console_ns
+from controllers.console import 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 workflow_app_log_pagination_fields
+from fields.workflow_app_log_fields import build_workflow_app_log_pagination_model
 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):
-    @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)
+    @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)
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.WORKFLOW])
-    @marshal_with(workflow_app_log_pagination_fields)
+    @marshal_with(workflow_app_log_pagination_model)
     def get(self, app_model: App):
         """
         Get workflow app logs
         """
-        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)
+        args = WorkflowAppLogQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         # get paginate workflow app logs
         workflow_app_service = WorkflowAppService()

api/controllers/console/app/workflow_draft_variable.py

@@ -1,17 +1,18 @@
 import logging
-from typing import NoReturn
+from collections.abc import Callable
+from functools import wraps
+from typing import NoReturn, ParamSpec, TypeVar
 
 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 api, console_ns
+from controllers.console import 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, setup_required
+from controllers.console.wraps import account_initialization_required, edit_permission_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
@@ -21,8 +22,8 @@ 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 current_user, login_required
-from models import Account, App, AppMode
+from libs.login import login_required
+from models import App, AppMode
 from models.workflow import WorkflowDraftVariable
 from services.workflow_draft_variable_service import WorkflowDraftVariableList, WorkflowDraftVariableService
 from services.workflow_service import WorkflowService
@@ -140,8 +141,42 @@ _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
+)
 
-def _api_prerequisite(f):
+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]):
     """Common prerequisites for all draft workflow variable APIs.
 
     It ensures the following conditions are satisfied:
@@ -155,11 +190,10 @@ def _api_prerequisite(f):
     @setup_required
     @login_required
     @account_initialization_required
+    @edit_permission_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    def wrapper(*args, **kwargs):
-        assert isinstance(current_user, Account)
-        if not current_user.has_edit_permission:
-            raise Forbidden()
+    @wraps(f)
+    def wrapper(*args: P.args, **kwargs: P.kwargs):
         return f(*args, **kwargs)
 
     return wrapper
@@ -167,13 +201,16 @@ def _api_prerequisite(f):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/variables")
 class WorkflowVariableCollectionApi(Resource):
-    @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)
+    @console_ns.expect(_create_pagination_parser())
+    @console_ns.doc("get_workflow_variables")
+    @console_ns.doc(description="Get draft workflow variables")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.doc(params={"page": "Page number (1-100000)", "limit": "Number of items per page (1-100)"})
+    @console_ns.response(
+        200, "Workflow variables retrieved successfully", workflow_draft_variable_list_without_value_model
+    )
     @_api_prerequisite
-    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS)
+    @marshal_with(workflow_draft_variable_list_without_value_model)
     def get(self, app_model: App):
         """
         Get draft workflow
@@ -200,9 +237,9 @@ class WorkflowVariableCollectionApi(Resource):
 
         return workflow_vars
 
-    @api.doc("delete_workflow_variables")
-    @api.doc(description="Delete all draft workflow variables")
-    @api.response(204, "Workflow variables deleted successfully")
+    @console_ns.doc("delete_workflow_variables")
+    @console_ns.doc(description="Delete all draft workflow variables")
+    @console_ns.response(204, "Workflow variables deleted successfully")
     @_api_prerequisite
     def delete(self, app_model: App):
         draft_var_srv = WorkflowDraftVariableService(
@@ -233,12 +270,12 @@ 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):
-    @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)
+    @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_prerequisite
-    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
+    @marshal_with(workflow_draft_variable_list_model)
     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:
@@ -249,9 +286,9 @@ class NodeVariableCollectionApi(Resource):
 
         return node_vars
 
-    @api.doc("delete_node_variables")
-    @api.doc(description="Delete all variables for a specific node")
-    @api.response(204, "Node variables deleted successfully")
+    @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_prerequisite
     def delete(self, app_model: App, node_id: str):
         validate_node_id(node_id)
@@ -266,13 +303,13 @@ class VariableApi(Resource):
     _PATCH_NAME_FIELD = "name"
     _PATCH_VALUE_FIELD = "value"
 
-    @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")
+    @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_prerequisite
-    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
+    @marshal_with(workflow_draft_variable_model)
     def get(self, app_model: App, variable_id: str):
         draft_var_srv = WorkflowDraftVariableService(
             session=db.session(),
@@ -284,10 +321,10 @@ class VariableApi(Resource):
             raise NotFoundError(description=f"variable not found, id={variable_id}")
         return variable
 
-    @api.doc("update_variable")
-    @api.doc(description="Update a workflow variable")
-    @api.expect(
-        api.model(
+    @console_ns.doc("update_variable")
+    @console_ns.doc(description="Update a workflow variable")
+    @console_ns.expect(
+        console_ns.model(
             "UpdateVariableRequest",
             {
                 "name": fields.String(description="Variable name"),
@@ -295,10 +332,10 @@ class VariableApi(Resource):
             },
         )
     )
-    @api.response(200, "Variable updated successfully", _WORKFLOW_DRAFT_VARIABLE_FIELDS)
-    @api.response(404, "Variable not found")
+    @console_ns.response(200, "Variable updated successfully", workflow_draft_variable_model)
+    @console_ns.response(404, "Variable not found")
     @_api_prerequisite
-    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
+    @marshal_with(workflow_draft_variable_model)
     def patch(self, app_model: App, variable_id: str):
         # Request payload for file types:
         #
@@ -360,10 +397,10 @@ class VariableApi(Resource):
         db.session.commit()
         return variable
 
-    @api.doc("delete_variable")
-    @api.doc(description="Delete a workflow variable")
-    @api.response(204, "Variable deleted successfully")
-    @api.response(404, "Variable not found")
+    @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_prerequisite
     def delete(self, app_model: App, variable_id: str):
         draft_var_srv = WorkflowDraftVariableService(
@@ -381,12 +418,12 @@ class VariableApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/variables/<uuid:variable_id>/reset")
 class VariableResetApi(Resource):
-    @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")
+    @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_prerequisite
     def put(self, app_model: App, variable_id: str):
         draft_var_srv = WorkflowDraftVariableService(
@@ -410,7 +447,7 @@ class VariableResetApi(Resource):
         if resetted is None:
             return Response("", 204)
         else:
-            return marshal(resetted, _WORKFLOW_DRAFT_VARIABLE_FIELDS)
+            return marshal(resetted, workflow_draft_variable_model)
 
 
 def _get_variable_list(app_model: App, node_id) -> WorkflowDraftVariableList:
@@ -429,13 +466,13 @@ def _get_variable_list(app_model: App, node_id) -> WorkflowDraftVariableList:
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/conversation-variables")
 class ConversationVariableCollectionApi(Resource):
-    @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")
+    @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_prerequisite
-    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
+    @marshal_with(workflow_draft_variable_list_model)
     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.
@@ -451,23 +488,23 @@ class ConversationVariableCollectionApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflows/draft/system-variables")
 class SystemVariableCollectionApi(Resource):
-    @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)
+    @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_prerequisite
-    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
+    @marshal_with(workflow_draft_variable_list_model)
     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):
-    @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")
+    @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_prerequisite
     def get(self, app_model: App):
         """

api/controllers/console/app/workflow_run.py

@@ -1,15 +1,21 @@
-from typing import cast
+from typing import Literal, cast
 
-from flask_restx import Resource, marshal_with, reqparse
-from flask_restx.inputs import int_range
+from flask import request
+from flask_restx import Resource, fields, marshal_with
+from pydantic import BaseModel, Field, field_validator
 
-from controllers.console import api, console_ns
+from controllers.console import 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,
 )
@@ -22,96 +28,148 @@ 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
 
-def _parse_workflow_run_list_args():
-    """
-    Parse common arguments for workflow run list endpoints.
+# Base models
+simple_account_model = console_ns.model("SimpleAccount", simple_account_fields)
 
-    Returns:
-        Parsed arguments containing last_id, limit, status, and triggered_from filters
-    """
-    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(
-            "status",
-            type=str,
-            choices=WORKFLOW_RUN_STATUS_CHOICES,
-            location="args",
-            required=False,
-        )
-        .add_argument(
-            "triggered_from",
-            type=str,
-            choices=["debugging", "app-run"],
-            location="args",
-            required=False,
-            help="Filter by trigger source: debugging or app-run",
-        )
+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"
     )
-    return parser.parse_args()
-
-
-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()
-        .add_argument(
-            "status",
-            type=str,
-            choices=WORKFLOW_RUN_STATUS_CHOICES,
-            location="args",
-            required=False,
-        )
-        .add_argument(
-            "time_range",
-            type=time_duration,
-            location="args",
-            required=False,
-            help="Time range filter (e.g., 7d, 4h, 30m, 30s)",
-        )
-        .add_argument(
-            "triggered_from",
-            type=str,
-            choices=["debugging", "app-run"],
-            location="args",
-            required=False,
-            help="Filter by trigger source: debugging or app-run",
-        )
+    triggered_from: Literal["debugging", "app-run"] | None = Field(
+        default=None, description="Filter by trigger source: debugging or app-run"
     )
-    return parser.parse_args()
+
+    @field_validator("last_id")
+    @classmethod
+    def validate_last_id(cls, value: str | None) -> str | None:
+        if value is None:
+            return value
+        return uuid_value(value)
+
+
+class WorkflowRunCountQuery(BaseModel):
+    status: Literal["running", "succeeded", "failed", "stopped", "partial-succeeded"] | None = Field(
+        default=None, description="Workflow run status filter"
+    )
+    time_range: str | None = Field(default=None, description="Time range filter (e.g., 7d, 4h, 30m, 30s)")
+    triggered_from: Literal["debugging", "app-run"] | None = Field(
+        default=None, description="Filter by trigger source: debugging or app-run"
+    )
+
+    @field_validator("time_range")
+    @classmethod
+    def validate_time_range(cls, value: str | None) -> str | None:
+        if value is None:
+            return value
+        return time_duration(value)
+
+
+console_ns.schema_model(
+    WorkflowRunListQuery.__name__, WorkflowRunListQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+console_ns.schema_model(
+    WorkflowRunCountQuery.__name__,
+    WorkflowRunCountQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
 
 
 @console_ns.route("/apps/<uuid:app_id>/advanced-chat/workflow-runs")
 class AdvancedChatAppWorkflowRunListApi(Resource):
-    @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)
+    @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)
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT])
-    @marshal_with(advanced_chat_workflow_run_pagination_fields)
+    @marshal_with(advanced_chat_workflow_run_pagination_model)
     def get(self, app_model: App):
         """
         Get advanced chat app workflow run list
         """
-        args = _parse_workflow_run_list_args()
+        args_model = WorkflowRunListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        args = args_model.model_dump(exclude_none=True)
 
         # Default to DEBUGGING if not specified
         triggered_from = (
-            WorkflowRunTriggeredFrom(args.get("triggered_from"))
-            if args.get("triggered_from")
+            WorkflowRunTriggeredFrom(args_model.triggered_from)
+            if args_model.triggered_from
             else WorkflowRunTriggeredFrom.DEBUGGING
         )
 
@@ -125,11 +183,13 @@ class AdvancedChatAppWorkflowRunListApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/advanced-chat/workflow-runs/count")
 class AdvancedChatAppWorkflowRunCountApi(Resource):
-    @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(
+    @console_ns.doc("get_advanced_chat_workflow_runs_count")
+    @console_ns.doc(description="Get advanced chat workflow runs count statistics")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.doc(
+        params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"}
+    )
+    @console_ns.doc(
         params={
             "time_range": (
                 "Filter by time range (optional): e.g., 7d (7 days), 4h (4 hours), "
@@ -137,23 +197,27 @@ class AdvancedChatAppWorkflowRunCountApi(Resource):
             )
         }
     )
-    @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)
+    @console_ns.doc(
+        params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"}
+    )
+    @console_ns.response(200, "Workflow runs count retrieved successfully", workflow_run_count_model)
+    @console_ns.expect(console_ns.models[WorkflowRunCountQuery.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT])
-    @marshal_with(workflow_run_count_fields)
+    @marshal_with(workflow_run_count_model)
     def get(self, app_model: App):
         """
         Get advanced chat workflow runs count statistics
         """
-        args = _parse_workflow_run_count_args()
+        args_model = WorkflowRunCountQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        args = args_model.model_dump(exclude_none=True)
 
         # Default to DEBUGGING if not specified
         triggered_from = (
-            WorkflowRunTriggeredFrom(args.get("triggered_from"))
-            if args.get("triggered_from")
+            WorkflowRunTriggeredFrom(args_model.triggered_from)
+            if args_model.triggered_from
             else WorkflowRunTriggeredFrom.DEBUGGING
         )
 
@@ -170,28 +234,34 @@ class AdvancedChatAppWorkflowRunCountApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflow-runs")
 class WorkflowRunListApi(Resource):
-    @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)
+    @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__])
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_pagination_fields)
+    @marshal_with(workflow_run_pagination_model)
     def get(self, app_model: App):
         """
         Get workflow run list
         """
-        args = _parse_workflow_run_list_args()
+        args_model = WorkflowRunListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        args = args_model.model_dump(exclude_none=True)
 
         # Default to DEBUGGING for workflow if not specified (backward compatibility)
         triggered_from = (
-            WorkflowRunTriggeredFrom(args.get("triggered_from"))
-            if args.get("triggered_from")
+            WorkflowRunTriggeredFrom(args_model.triggered_from)
+            if args_model.triggered_from
             else WorkflowRunTriggeredFrom.DEBUGGING
         )
 
@@ -205,11 +275,13 @@ class WorkflowRunListApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflow-runs/count")
 class WorkflowRunCountApi(Resource):
-    @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(
+    @console_ns.doc("get_workflow_runs_count")
+    @console_ns.doc(description="Get workflow runs count statistics")
+    @console_ns.doc(params={"app_id": "Application ID"})
+    @console_ns.doc(
+        params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"}
+    )
+    @console_ns.doc(
         params={
             "time_range": (
                 "Filter by time range (optional): e.g., 7d (7 days), 4h (4 hours), "
@@ -217,23 +289,27 @@ class WorkflowRunCountApi(Resource):
             )
         }
     )
-    @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)
+    @console_ns.doc(
+        params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"}
+    )
+    @console_ns.response(200, "Workflow runs count retrieved successfully", workflow_run_count_model)
+    @console_ns.expect(console_ns.models[WorkflowRunCountQuery.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_count_fields)
+    @marshal_with(workflow_run_count_model)
     def get(self, app_model: App):
         """
         Get workflow runs count statistics
         """
-        args = _parse_workflow_run_count_args()
+        args_model = WorkflowRunCountQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
+        args = args_model.model_dump(exclude_none=True)
 
         # Default to DEBUGGING for workflow if not specified (backward compatibility)
         triggered_from = (
-            WorkflowRunTriggeredFrom(args.get("triggered_from"))
-            if args.get("triggered_from")
+            WorkflowRunTriggeredFrom(args_model.triggered_from)
+            if args_model.triggered_from
             else WorkflowRunTriggeredFrom.DEBUGGING
         )
 
@@ -250,16 +326,16 @@ class WorkflowRunCountApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflow-runs/<uuid:run_id>")
 class WorkflowRunDetailApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_detail_fields)
+    @marshal_with(workflow_run_detail_model)
     def get(self, app_model: App, run_id):
         """
         Get workflow run detail
@@ -274,16 +350,16 @@ class WorkflowRunDetailApi(Resource):
 
 @console_ns.route("/apps/<uuid:app_id>/workflow-runs/<uuid:run_id>/node-executions")
 class WorkflowRunNodeExecutionListApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
     @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @marshal_with(workflow_run_node_execution_list_fields)
+    @marshal_with(workflow_run_node_execution_list_model)
     def get(self, app_model: App, run_id):
         """
         Get workflow run node execution list

api/controllers/console/app/workflow_statistic.py

@@ -1,18 +1,38 @@
-from flask import abort, jsonify
-from flask_restx import Resource, reqparse
+from flask import abort, jsonify, request
+from flask_restx import Resource
+from pydantic import BaseModel, Field, field_validator
 from sqlalchemy.orm import sessionmaker
 
-from controllers.console import api, console_ns
+from controllers.console import 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):
@@ -21,11 +41,11 @@ 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)
 
-    @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")
+    @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")
     @get_app_model
     @setup_required
     @login_required
@@ -33,17 +53,12 @@ class WorkflowDailyRunsStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        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()
+        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         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))
 
@@ -66,11 +81,11 @@ 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)
 
-    @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")
+    @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")
     @get_app_model
     @setup_required
     @login_required
@@ -78,17 +93,12 @@ class WorkflowDailyTerminalsStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        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()
+        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         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))
 
@@ -111,11 +121,11 @@ 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)
 
-    @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")
+    @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")
     @get_app_model
     @setup_required
     @login_required
@@ -123,17 +133,12 @@ class WorkflowDailyTokenCostStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        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()
+        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         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))
 
@@ -156,11 +161,11 @@ 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)
 
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -168,17 +173,12 @@ class WorkflowAverageAppInteractionStatistic(Resource):
     def get(self, app_model):
         account, _ = current_account_with_tenant()
 
-        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()
+        args = WorkflowStatisticQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         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

@@ -1,14 +1,13 @@
 import logging
 
-from flask_restx import Resource, marshal_with, reqparse
+from flask import request
+from flask_restx import Resource, marshal_with
+from pydantic import BaseModel
 from sqlalchemy import select
 from sqlalchemy.orm import Session
-from werkzeug.exceptions import Forbidden, NotFound
+from werkzeug.exceptions import 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
@@ -16,12 +15,35 @@ 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
@@ -29,11 +51,9 @@ class WebhookTriggerApi(Resource):
     @marshal_with(webhook_trigger_fields)
     def get(self, app_model: App):
         """Get webhook trigger for a node"""
-        parser = reqparse.RequestParser()
-        parser.add_argument("node_id", type=str, required=True, help="Node ID is required")
-        args = parser.parse_args()
+        args = Parser.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
-        node_id = str(args["node_id"])
+        node_id = args.node_id
 
         with Session(db.engine) as session:
             # Get webhook trigger for this app and node
@@ -52,6 +72,7 @@ class WebhookTriggerApi(Resource):
             return webhook_trigger
 
 
+@console_ns.route("/apps/<uuid:app_id>/triggers")
 class AppTriggersApi(Resource):
     """App Triggers list API"""
 
@@ -91,26 +112,22 @@ 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)"""
-        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()
+        args = ParserEnable.model_validate(console_ns.payload)
 
-        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(
@@ -125,7 +142,7 @@ 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)
@@ -138,8 +155,3 @@ 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

@@ -2,7 +2,7 @@ from flask import request
 from flask_restx import Resource, fields, reqparse
 
 from constants.languages import supported_language
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.error import AlreadyActivateError
 from extensions.ext_database import db
 from libs.datetime_utils import naive_utc_now
@@ -20,13 +20,13 @@ active_check_parser = (
 
 @console_ns.route("/activate/check")
 class ActivateCheckApi(Resource):
-    @api.doc("check_activation_token")
-    @api.doc(description="Check if activation token is valid")
-    @api.expect(active_check_parser)
-    @api.response(
+    @console_ns.doc("check_activation_token")
+    @console_ns.doc(description="Check if activation token is valid")
+    @console_ns.expect(active_check_parser)
+    @console_ns.response(
         200,
         "Success",
-        api.model(
+        console_ns.model(
             "ActivationCheckResponse",
             {
                 "is_valid": fields.Boolean(description="Whether token is valid"),
@@ -69,13 +69,13 @@ active_parser = (
 
 @console_ns.route("/activate")
 class ActivateApi(Resource):
-    @api.doc("activate_account")
-    @api.doc(description="Activate account with invitation token")
-    @api.expect(active_parser)
-    @api.response(
+    @console_ns.doc("activate_account")
+    @console_ns.doc(description="Activate account with invitation token")
+    @console_ns.expect(active_parser)
+    @console_ns.response(
         200,
         "Account activated successfully",
-        api.model(
+        console_ns.model(
             "ActivationResponse",
             {
                 "result": fields.String(description="Operation result"),
@@ -83,7 +83,7 @@ class ActivateApi(Resource):
             },
         ),
     )
-    @api.response(400, "Already activated or invalid token")
+    @console_ns.response(400, "Already activated or invalid token")
     def post(self):
         args = active_parser.parse_args()
 

api/controllers/console/auth/data_source_bearer_auth.py

@@ -1,8 +1,8 @@
 from flask_restx import Resource, reqparse
-from werkzeug.exceptions import Forbidden
 
 from controllers.console import console_ns
 from controllers.console.auth.error import ApiKeyAuthFailedError
+from controllers.console.wraps import is_admin_or_owner_required
 from libs.login import current_account_with_tenant, login_required
 from services.auth.api_key_auth_service import ApiKeyAuthService
 
@@ -39,12 +39,10 @@ class ApiKeyAuthDataSourceBinding(Resource):
     @setup_required
     @login_required
     @account_initialization_required
+    @is_admin_or_owner_required
     def post(self):
         # The role of the current user in the table must be admin or owner
-        current_user, current_tenant_id = current_account_with_tenant()
-
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
+        _, current_tenant_id = current_account_with_tenant()
         parser = (
             reqparse.RequestParser()
             .add_argument("category", type=str, required=True, nullable=False, location="json")
@@ -65,12 +63,10 @@ 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_user, current_tenant_id = current_account_with_tenant()
-
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
+        _, current_tenant_id = current_account_with_tenant()
 
         ApiKeyAuthService.delete_provider_auth(current_tenant_id, binding_id)
 

api/controllers/console/auth/data_source_oauth.py

@@ -3,11 +3,11 @@ 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 controllers.console import api, console_ns
-from libs.login import current_account_with_tenant, login_required
+from controllers.console import console_ns
+from controllers.console.wraps import is_admin_or_owner_required
+from libs.login import login_required
 from libs.oauth_data_source import NotionOAuth
 
 from ..wraps import account_initialization_required, setup_required
@@ -29,24 +29,22 @@ def get_oauth_providers():
 
 @console_ns.route("/oauth/data-source/<string:provider>")
 class OAuthDataSource(Resource):
-    @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(
+    @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(
         200,
         "Authorization URL or internal setup success",
-        api.model(
+        console_ns.model(
             "OAuthDataSourceResponse",
             {"data": fields.Raw(description="Authorization URL or 'internal' for internal setup")},
         ),
     )
-    @api.response(400, "Invalid provider")
-    @api.response(403, "Admin privileges required")
+    @console_ns.response(400, "Invalid provider")
+    @console_ns.response(403, "Admin privileges required")
+    @is_admin_or_owner_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)
@@ -65,17 +63,17 @@ class OAuthDataSource(Resource):
 
 @console_ns.route("/oauth/data-source/callback/<string:provider>")
 class OAuthDataSourceCallback(Resource):
-    @api.doc("oauth_data_source_callback")
-    @api.doc(description="Handle OAuth callback from data source provider")
-    @api.doc(
+    @console_ns.doc("oauth_data_source_callback")
+    @console_ns.doc(description="Handle OAuth callback from data source provider")
+    @console_ns.doc(
         params={
             "provider": "Data source provider name (notion)",
             "code": "Authorization code from OAuth provider",
             "error": "Error message from OAuth provider",
         }
     )
-    @api.response(302, "Redirect to console with result")
-    @api.response(400, "Invalid provider")
+    @console_ns.response(302, "Redirect to console with result")
+    @console_ns.response(400, "Invalid provider")
     def get(self, provider: str):
         OAUTH_DATASOURCE_PROVIDERS = get_oauth_providers()
         with current_app.app_context():
@@ -96,17 +94,17 @@ class OAuthDataSourceCallback(Resource):
 
 @console_ns.route("/oauth/data-source/binding/<string:provider>")
 class OAuthDataSourceBinding(Resource):
-    @api.doc("oauth_data_source_binding")
-    @api.doc(description="Bind OAuth data source with authorization code")
-    @api.doc(
+    @console_ns.doc("oauth_data_source_binding")
+    @console_ns.doc(description="Bind OAuth data source with authorization code")
+    @console_ns.doc(
         params={"provider": "Data source provider name (notion)", "code": "Authorization code from OAuth provider"}
     )
-    @api.response(
+    @console_ns.response(
         200,
         "Data source binding success",
-        api.model("OAuthDataSourceBindingResponse", {"result": fields.String(description="Operation result")}),
+        console_ns.model("OAuthDataSourceBindingResponse", {"result": fields.String(description="Operation result")}),
     )
-    @api.response(400, "Invalid provider or code")
+    @console_ns.response(400, "Invalid provider or code")
     def get(self, provider: str):
         OAUTH_DATASOURCE_PROVIDERS = get_oauth_providers()
         with current_app.app_context():
@@ -130,15 +128,15 @@ class OAuthDataSourceBinding(Resource):
 
 @console_ns.route("/oauth/data-source/<string:provider>/<uuid:binding_id>/sync")
 class OAuthDataSourceSync(Resource):
-    @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(
+    @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(
         200,
         "Data source sync success",
-        api.model("OAuthDataSourceSyncResponse", {"result": fields.String(description="Operation result")}),
+        console_ns.model("OAuthDataSourceSyncResponse", {"result": fields.String(description="Operation result")}),
     )
-    @api.response(400, "Invalid provider or sync failed")
+    @console_ns.response(400, "Invalid provider or sync failed")
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/auth/forgot_password.py

@@ -6,7 +6,7 @@ from flask_restx import Resource, fields, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.auth.error import (
     EmailCodeError,
     EmailPasswordResetLimitError,
@@ -27,10 +27,10 @@ from services.feature_service import FeatureService
 
 @console_ns.route("/forgot-password")
 class ForgotPasswordSendEmailApi(Resource):
-    @api.doc("send_forgot_password_email")
-    @api.doc(description="Send password reset email")
-    @api.expect(
-        api.model(
+    @console_ns.doc("send_forgot_password_email")
+    @console_ns.doc(description="Send password reset email")
+    @console_ns.expect(
+        console_ns.model(
             "ForgotPasswordEmailRequest",
             {
                 "email": fields.String(required=True, description="Email address"),
@@ -38,10 +38,10 @@ class ForgotPasswordSendEmailApi(Resource):
             },
         )
     )
-    @api.response(
+    @console_ns.response(
         200,
         "Email sent successfully",
-        api.model(
+        console_ns.model(
             "ForgotPasswordEmailResponse",
             {
                 "result": fields.String(description="Operation result"),
@@ -50,7 +50,7 @@ class ForgotPasswordSendEmailApi(Resource):
             },
         ),
     )
-    @api.response(400, "Invalid email or rate limit exceeded")
+    @console_ns.response(400, "Invalid email or rate limit exceeded")
     @setup_required
     @email_password_login_enabled
     def post(self):
@@ -85,10 +85,10 @@ class ForgotPasswordSendEmailApi(Resource):
 
 @console_ns.route("/forgot-password/validity")
 class ForgotPasswordCheckApi(Resource):
-    @api.doc("check_forgot_password_code")
-    @api.doc(description="Verify password reset code")
-    @api.expect(
-        api.model(
+    @console_ns.doc("check_forgot_password_code")
+    @console_ns.doc(description="Verify password reset code")
+    @console_ns.expect(
+        console_ns.model(
             "ForgotPasswordCheckRequest",
             {
                 "email": fields.String(required=True, description="Email address"),
@@ -97,10 +97,10 @@ class ForgotPasswordCheckApi(Resource):
             },
         )
     )
-    @api.response(
+    @console_ns.response(
         200,
         "Code verified successfully",
-        api.model(
+        console_ns.model(
             "ForgotPasswordCheckResponse",
             {
                 "is_valid": fields.Boolean(description="Whether code is valid"),
@@ -109,7 +109,7 @@ class ForgotPasswordCheckApi(Resource):
             },
         ),
     )
-    @api.response(400, "Invalid code or token")
+    @console_ns.response(400, "Invalid code or token")
     @setup_required
     @email_password_login_enabled
     def post(self):
@@ -152,10 +152,10 @@ class ForgotPasswordCheckApi(Resource):
 
 @console_ns.route("/forgot-password/resets")
 class ForgotPasswordResetApi(Resource):
-    @api.doc("reset_password")
-    @api.doc(description="Reset password with verification token")
-    @api.expect(
-        api.model(
+    @console_ns.doc("reset_password")
+    @console_ns.doc(description="Reset password with verification token")
+    @console_ns.expect(
+        console_ns.model(
             "ForgotPasswordResetRequest",
             {
                 "token": fields.String(required=True, description="Verification token"),
@@ -164,12 +164,12 @@ class ForgotPasswordResetApi(Resource):
             },
         )
     )
-    @api.response(
+    @console_ns.response(
         200,
         "Password reset successfully",
-        api.model("ForgotPasswordResetResponse", {"result": fields.String(description="Operation result")}),
+        console_ns.model("ForgotPasswordResetResponse", {"result": fields.String(description="Operation result")}),
     )
-    @api.response(400, "Invalid token or password mismatch")
+    @console_ns.response(400, "Invalid token or password mismatch")
     @setup_required
     @email_password_login_enabled
     def post(self):

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 api, console_ns
+from .. import console_ns
 
 logger = logging.getLogger(__name__)
 
@@ -56,11 +56,13 @@ def get_oauth_providers():
 
 @console_ns.route("/oauth/login/<provider>")
 class OAuthLogin(Resource):
-    @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")
+    @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")
     def get(self, provider: str):
         invite_token = request.args.get("invite_token") or None
         OAUTH_PROVIDERS = get_oauth_providers()
@@ -75,17 +77,17 @@ class OAuthLogin(Resource):
 
 @console_ns.route("/oauth/authorize/<provider>")
 class OAuthCallback(Resource):
-    @api.doc("oauth_callback")
-    @api.doc(description="Handle OAuth callback and complete login process")
-    @api.doc(
+    @console_ns.doc("oauth_callback")
+    @console_ns.doc(description="Handle OAuth callback and complete login process")
+    @console_ns.doc(
         params={
             "provider": "OAuth provider name (github/google)",
             "code": "Authorization code from OAuth provider",
             "state": "Optional state parameter (used for invite token)",
         }
     )
-    @api.response(302, "Redirect to console with access token")
-    @api.response(400, "OAuth process failed")
+    @console_ns.response(302, "Redirect to console with access token")
+    @console_ns.response(400, "OAuth process failed")
     def get(self, provider: str):
         OAUTH_PROVIDERS = get_oauth_providers()
         with current_app.app_context():

api/controllers/console/billing/billing.py

@@ -1,4 +1,7 @@
-from flask_restx import Resource, reqparse
+import base64
+
+from flask_restx import Resource, fields, reqparse
+from werkzeug.exceptions import BadRequest
 
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, only_edition_cloud, setup_required
@@ -41,3 +44,37 @@ 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()
+        parser = reqparse.RequestParser().add_argument("click_id", required=True, type=str, location="json")
+        args = parser.parse_args()
+
+        try:
+            click_id = args["click_id"]
+            decoded_partner_key = base64.b64decode(partner_key).decode("utf-8")
+        except Exception:
+            raise BadRequest("Invalid partner_key")
+
+        if not click_id or not decoded_partner_key or not current_user.id:
+            raise BadRequest("Invalid partner information")
+
+        return BillingService.sync_partner_tenants_bindings(current_user.id, decoded_partner_key, click_id)

api/controllers/console/datasets/datasets.py

@@ -7,14 +7,18 @@ from werkzeug.exceptions import Forbidden, NotFound
 
 import services
 from configs import dify_config
-from controllers.console import api, console_ns
-from controllers.console.apikey import api_key_fields, api_key_list
+from controllers.console import console_ns
+from controllers.console.apikey import (
+    api_key_item_model,
+    api_key_list_model,
+)
 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
@@ -26,8 +30,22 @@ 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 related_app_list
-from fields.dataset_fields import dataset_detail_fields, dataset_query_detail_fields
+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.document_fields import document_status_fields
 from libs.login import current_account_with_tenant, login_required
 from libs.validators import validate_description_length
@@ -37,6 +55,58 @@ 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_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.")
@@ -118,9 +188,9 @@ def _get_retrieval_methods_by_vector_type(vector_type: str | None, is_mock: bool
 
 @console_ns.route("/datasets")
 class DatasetListApi(Resource):
-    @api.doc("get_datasets")
-    @api.doc(description="Get list of datasets")
-    @api.doc(
+    @console_ns.doc("get_datasets")
+    @console_ns.doc(description="Get list of datasets")
+    @console_ns.doc(
         params={
             "page": "Page number (default: 1)",
             "limit": "Number of items per page (default: 20)",
@@ -130,7 +200,7 @@ class DatasetListApi(Resource):
             "include_all": "Include all datasets (default: false)",
         }
     )
-    @api.response(200, "Datasets retrieved successfully")
+    @console_ns.response(200, "Datasets retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -183,10 +253,10 @@ class DatasetListApi(Resource):
         response = {"data": data, "has_more": len(datasets) == limit, "limit": limit, "total": total, "page": page}
         return response, 200
 
-    @api.doc("create_dataset")
-    @api.doc(description="Create a new dataset")
-    @api.expect(
-        api.model(
+    @console_ns.doc("create_dataset")
+    @console_ns.doc(description="Create a new dataset")
+    @console_ns.expect(
+        console_ns.model(
             "CreateDatasetRequest",
             {
                 "name": fields.String(required=True, description="Dataset name (1-40 characters)"),
@@ -199,8 +269,8 @@ class DatasetListApi(Resource):
             },
         )
     )
-    @api.response(201, "Dataset created successfully")
-    @api.response(400, "Invalid request parameters")
+    @console_ns.response(201, "Dataset created successfully")
+    @console_ns.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
@@ -278,12 +348,12 @@ class DatasetListApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>")
 class DatasetApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -327,10 +397,10 @@ class DatasetApi(Resource):
 
         return data, 200
 
-    @api.doc("update_dataset")
-    @api.doc(description="Update dataset details")
-    @api.expect(
-        api.model(
+    @console_ns.doc("update_dataset")
+    @console_ns.doc(description="Update dataset details")
+    @console_ns.expect(
+        console_ns.model(
             "UpdateDatasetRequest",
             {
                 "name": fields.String(description="Dataset name"),
@@ -341,9 +411,9 @@ class DatasetApi(Resource):
             },
         )
     )
-    @api.response(200, "Dataset updated successfully", dataset_detail_fields)
-    @api.response(404, "Dataset not found")
-    @api.response(403, "Permission denied")
+    @console_ns.response(200, "Dataset updated successfully", dataset_detail_model)
+    @console_ns.response(404, "Dataset not found")
+    @console_ns.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required
@@ -487,10 +557,10 @@ class DatasetApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/use-check")
 class DatasetUseCheckApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -503,10 +573,10 @@ class DatasetUseCheckApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/queries")
 class DatasetQueryApi(Resource):
-    @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)
+    @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)
     @setup_required
     @login_required
     @account_initialization_required
@@ -528,7 +598,7 @@ 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_fields),
+            "data": marshal(dataset_queries, dataset_query_detail_model),
             "has_more": len(dataset_queries) == limit,
             "limit": limit,
             "total": total,
@@ -539,9 +609,9 @@ class DatasetQueryApi(Resource):
 
 @console_ns.route("/datasets/indexing-estimate")
 class DatasetIndexingEstimateApi(Resource):
-    @api.doc("estimate_dataset_indexing")
-    @api.doc(description="Estimate dataset indexing cost")
-    @api.response(200, "Indexing estimate calculated successfully")
+    @console_ns.doc("estimate_dataset_indexing")
+    @console_ns.doc(description="Estimate dataset indexing cost")
+    @console_ns.response(200, "Indexing estimate calculated successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -649,14 +719,14 @@ class DatasetIndexingEstimateApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/related-apps")
 class DatasetRelatedAppListApi(Resource):
-    @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)
+    @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)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(related_app_list)
+    @marshal_with(related_app_list_model)
     def get(self, dataset_id):
         current_user, _ = current_account_with_tenant()
         dataset_id_str = str(dataset_id)
@@ -682,10 +752,10 @@ class DatasetRelatedAppListApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/indexing-status")
 class DatasetIndexingStatusApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -737,13 +807,13 @@ class DatasetApiKeyApi(Resource):
     token_prefix = "dataset-"
     resource_type = "dataset"
 
-    @api.doc("get_dataset_api_keys")
-    @api.doc(description="Get dataset API keys")
-    @api.response(200, "API keys retrieved successfully", api_key_list)
+    @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)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(api_key_list)
+    @marshal_with(api_key_list_model)
     def get(self):
         _, current_tenant_id = current_account_with_tenant()
         keys = db.session.scalars(
@@ -753,13 +823,11 @@ class DatasetApiKeyApi(Resource):
 
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
-    @marshal_with(api_key_fields)
+    @marshal_with(api_key_item_model)
     def post(self):
-        # 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_tenant_id = current_account_with_tenant()
 
         current_key_count = (
             db.session.query(ApiToken)
@@ -768,7 +836,7 @@ class DatasetApiKeyApi(Resource):
         )
 
         if current_key_count >= self.max_keys:
-            api.abort(
+            console_ns.abort(
                 400,
                 message=f"Cannot create more than {self.max_keys} API keys for this resource type.",
                 code="max_keys_exceeded",
@@ -788,21 +856,17 @@ class DatasetApiKeyApi(Resource):
 class DatasetApiDeleteApi(Resource):
     resource_type = "dataset"
 
-    @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")
+    @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")
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def delete(self, api_key_id):
-        current_user, current_tenant_id = current_account_with_tenant()
+        _, 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(
@@ -814,7 +878,7 @@ class DatasetApiDeleteApi(Resource):
         )
 
         if key is None:
-            api.abort(404, message="API key not found")
+            console_ns.abort(404, message="API key not found")
 
         db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
         db.session.commit()
@@ -837,9 +901,9 @@ class DatasetEnableApiApi(Resource):
 
 @console_ns.route("/datasets/api-base-info")
 class DatasetApiBaseUrlApi(Resource):
-    @api.doc("get_dataset_api_base_info")
-    @api.doc(description="Get dataset API base information")
-    @api.response(200, "API base info retrieved successfully")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -849,9 +913,9 @@ class DatasetApiBaseUrlApi(Resource):
 
 @console_ns.route("/datasets/retrieval-setting")
 class DatasetRetrievalSettingApi(Resource):
-    @api.doc("get_dataset_retrieval_setting")
-    @api.doc(description="Get dataset retrieval settings")
-    @api.response(200, "Retrieval settings retrieved successfully")
+    @console_ns.doc("get_dataset_retrieval_setting")
+    @console_ns.doc(description="Get dataset retrieval settings")
+    @console_ns.response(200, "Retrieval settings retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -862,10 +926,10 @@ class DatasetRetrievalSettingApi(Resource):
 
 @console_ns.route("/datasets/retrieval-setting/<string:vector_type>")
 class DatasetRetrievalSettingMockApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -875,11 +939,11 @@ class DatasetRetrievalSettingMockApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/error-docs")
 class DatasetErrorDocs(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -895,12 +959,12 @@ class DatasetErrorDocs(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/permission-part-users")
 class DatasetPermissionUserListApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -924,11 +988,11 @@ class DatasetPermissionUserListApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/auto-disable-logs")
 class DatasetAutoDisableLogApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/datasets/datasets_document.py

@@ -11,7 +11,7 @@ from sqlalchemy import asc, desc, select
 from werkzeug.exceptions import Forbidden, NotFound
 
 import services
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.app.error import (
     ProviderModelCurrentlyNotSupportError,
     ProviderNotInitializeError,
@@ -45,9 +45,11 @@ 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,
 )
@@ -61,6 +63,36 @@ from services.entities.knowledge_entities.knowledge_entities import KnowledgeCon
 logger = logging.getLogger(__name__)
 
 
+def _get_or_create_model(model_name: str, field_def):
+    existing = console_ns.models.get(model_name)
+    if existing is None:
+        existing = console_ns.model(model_name, field_def)
+    return existing
+
+
+# Register models for flask_restx to avoid dict type issues in Swagger
+dataset_model = _get_or_create_model("Dataset", dataset_fields)
+
+document_metadata_model = _get_or_create_model("DocumentMetadata", document_metadata_fields)
+
+document_fields_copy = document_fields.copy()
+document_fields_copy["doc_metadata"] = fields.List(
+    fields.Nested(document_metadata_model), attribute="doc_metadata_details"
+)
+document_model = _get_or_create_model("Document", document_fields_copy)
+
+document_with_segments_fields_copy = document_with_segments_fields.copy()
+document_with_segments_fields_copy["doc_metadata"] = fields.List(
+    fields.Nested(document_metadata_model), attribute="doc_metadata_details"
+)
+document_with_segments_model = _get_or_create_model("DocumentWithSegments", document_with_segments_fields_copy)
+
+dataset_and_document_fields_copy = dataset_and_document_fields.copy()
+dataset_and_document_fields_copy["dataset"] = fields.Nested(dataset_model)
+dataset_and_document_fields_copy["documents"] = fields.List(fields.Nested(document_model))
+dataset_and_document_model = _get_or_create_model("DatasetAndDocument", dataset_and_document_fields_copy)
+
+
 class DocumentResource(Resource):
     def get_document(self, dataset_id: str, document_id: str) -> Document:
         current_user, current_tenant_id = current_account_with_tenant()
@@ -104,10 +136,10 @@ class DocumentResource(Resource):
 
 @console_ns.route("/datasets/process-rule")
 class GetProcessRuleApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -152,9 +184,9 @@ class GetProcessRuleApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/documents")
 class DatasetDocumentListApi(Resource):
-    @api.doc("get_dataset_documents")
-    @api.doc(description="Get documents in a dataset")
-    @api.doc(
+    @console_ns.doc("get_dataset_documents")
+    @console_ns.doc(description="Get documents in a dataset")
+    @console_ns.doc(
         params={
             "dataset_id": "Dataset ID",
             "page": "Page number (default: 1)",
@@ -165,13 +197,12 @@ class DatasetDocumentListApi(Resource):
             "status": "Filter documents by display status",
         }
     )
-    @api.response(200, "Documents retrieved successfully")
+    @console_ns.response(200, "Documents retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
-    def get(self, dataset_id):
+    def get(self, dataset_id: str):
         current_user, current_tenant_id = current_account_with_tenant()
-        dataset_id = str(dataset_id)
         page = request.args.get("page", default=1, type=int)
         limit = request.args.get("limit", default=20, type=int)
         search = request.args.get("keyword", default=None, type=str)
@@ -276,7 +307,7 @@ class DatasetDocumentListApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(dataset_and_document_fields)
+    @marshal_with(dataset_and_document_model)
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def post(self, dataset_id):
@@ -357,10 +388,10 @@ class DatasetDocumentListApi(Resource):
 
 @console_ns.route("/datasets/init")
 class DatasetInitApi(Resource):
-    @api.doc("init_dataset")
-    @api.doc(description="Initialize dataset with documents")
-    @api.expect(
-        api.model(
+    @console_ns.doc("init_dataset")
+    @console_ns.doc(description="Initialize dataset with documents")
+    @console_ns.expect(
+        console_ns.model(
             "DatasetInitRequest",
             {
                 "upload_file_id": fields.String(required=True, description="Upload file ID"),
@@ -370,12 +401,12 @@ class DatasetInitApi(Resource):
             },
         )
     )
-    @api.response(201, "Dataset initialized successfully", dataset_and_document_fields)
-    @api.response(400, "Invalid request parameters")
+    @console_ns.response(201, "Dataset initialized successfully", dataset_and_document_model)
+    @console_ns.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(dataset_and_document_fields)
+    @marshal_with(dataset_and_document_model)
     @cloud_edition_billing_resource_check("vector_space")
     @cloud_edition_billing_rate_limit_check("knowledge")
     def post(self):
@@ -446,12 +477,12 @@ class DatasetInitApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/indexing-estimate")
 class DocumentIndexingEstimateApi(DocumentResource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -661,11 +692,11 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/indexing-status")
 class DocumentIndexingStatusApi(DocumentResource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -711,17 +742,17 @@ class DocumentIndexingStatusApi(DocumentResource):
 class DocumentApi(DocumentResource):
     METADATA_CHOICES = {"all", "only", "without"}
 
-    @api.doc("get_document")
-    @api.doc(description="Get document details")
-    @api.doc(
+    @console_ns.doc("get_document")
+    @console_ns.doc(description="Get document details")
+    @console_ns.doc(
         params={
             "dataset_id": "Dataset ID",
             "document_id": "Document ID",
             "metadata": "Metadata inclusion (all/only/without)",
         }
     )
-    @api.response(200, "Document retrieved successfully")
-    @api.response(404, "Document not found")
+    @console_ns.response(200, "Document retrieved successfully")
+    @console_ns.response(404, "Document not found")
     @setup_required
     @login_required
     @account_initialization_required
@@ -832,14 +863,14 @@ class DocumentApi(DocumentResource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/processing/<string:action>")
 class DocumentProcessingApi(DocumentResource):
-    @api.doc("update_document_processing")
-    @api.doc(description="Update document processing status (pause/resume)")
-    @api.doc(
+    @console_ns.doc("update_document_processing")
+    @console_ns.doc(description="Update document processing status (pause/resume)")
+    @console_ns.doc(
         params={"dataset_id": "Dataset ID", "document_id": "Document ID", "action": "Action to perform (pause/resume)"}
     )
-    @api.response(200, "Processing status updated successfully")
-    @api.response(404, "Document not found")
-    @api.response(400, "Invalid action")
+    @console_ns.response(200, "Processing status updated successfully")
+    @console_ns.response(404, "Document not found")
+    @console_ns.response(400, "Invalid action")
     @setup_required
     @login_required
     @account_initialization_required
@@ -877,11 +908,11 @@ class DocumentProcessingApi(DocumentResource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/metadata")
 class DocumentMetadataApi(DocumentResource):
-    @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(
+    @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(
             "UpdateDocumentMetadataRequest",
             {
                 "doc_type": fields.String(description="Document type"),
@@ -889,9 +920,9 @@ class DocumentMetadataApi(DocumentResource):
             },
         )
     )
-    @api.response(200, "Document metadata updated successfully")
-    @api.response(404, "Document not found")
-    @api.response(403, "Permission denied")
+    @console_ns.response(200, "Document metadata updated successfully")
+    @console_ns.response(404, "Document not found")
+    @console_ns.response(403, "Permission denied")
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/datasets/external.py

@@ -3,10 +3,22 @@ from flask_restx import Resource, fields, marshal, reqparse
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.datasets.error import DatasetNameDuplicateError
-from controllers.console.wraps import account_initialization_required, setup_required
-from fields.dataset_fields import dataset_detail_fields
+from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
+from fields.dataset_fields import (
+    dataset_detail_fields,
+    dataset_retrieval_model_fields,
+    doc_metadata_fields,
+    external_knowledge_info_fields,
+    external_retrieval_model_fields,
+    icon_info_fields,
+    keyword_setting_fields,
+    reranking_model_fields,
+    tag_fields,
+    vector_setting_fields,
+    weighted_score_fields,
+)
 from libs.login import current_account_with_tenant, login_required
 from services.dataset_service import DatasetService
 from services.external_knowledge_service import ExternalDatasetService
@@ -14,6 +26,51 @@ from services.hit_testing_service import HitTestingService
 from services.knowledge_service import ExternalDatasetTestService
 
 
+def _get_or_create_model(model_name: str, field_def):
+    existing = console_ns.models.get(model_name)
+    if existing is None:
+        existing = console_ns.model(model_name, field_def)
+    return existing
+
+
+def _build_dataset_detail_model():
+    keyword_setting_model = _get_or_create_model("DatasetKeywordSetting", keyword_setting_fields)
+    vector_setting_model = _get_or_create_model("DatasetVectorSetting", vector_setting_fields)
+
+    weighted_score_fields_copy = weighted_score_fields.copy()
+    weighted_score_fields_copy["keyword_setting"] = fields.Nested(keyword_setting_model)
+    weighted_score_fields_copy["vector_setting"] = fields.Nested(vector_setting_model)
+    weighted_score_model = _get_or_create_model("DatasetWeightedScore", weighted_score_fields_copy)
+
+    reranking_model = _get_or_create_model("DatasetRerankingModel", reranking_model_fields)
+
+    dataset_retrieval_model_fields_copy = dataset_retrieval_model_fields.copy()
+    dataset_retrieval_model_fields_copy["reranking_model"] = fields.Nested(reranking_model)
+    dataset_retrieval_model_fields_copy["weights"] = fields.Nested(weighted_score_model, allow_null=True)
+    dataset_retrieval_model = _get_or_create_model("DatasetRetrievalModel", dataset_retrieval_model_fields_copy)
+
+    tag_model = _get_or_create_model("Tag", tag_fields)
+    doc_metadata_model = _get_or_create_model("DatasetDocMetadata", doc_metadata_fields)
+    external_knowledge_info_model = _get_or_create_model("ExternalKnowledgeInfo", external_knowledge_info_fields)
+    external_retrieval_model = _get_or_create_model("ExternalRetrievalModel", external_retrieval_model_fields)
+    icon_info_model = _get_or_create_model("DatasetIconInfo", icon_info_fields)
+
+    dataset_detail_fields_copy = dataset_detail_fields.copy()
+    dataset_detail_fields_copy["retrieval_model_dict"] = fields.Nested(dataset_retrieval_model)
+    dataset_detail_fields_copy["tags"] = fields.List(fields.Nested(tag_model))
+    dataset_detail_fields_copy["external_knowledge_info"] = fields.Nested(external_knowledge_info_model)
+    dataset_detail_fields_copy["external_retrieval_model"] = fields.Nested(external_retrieval_model, allow_null=True)
+    dataset_detail_fields_copy["doc_metadata"] = fields.List(fields.Nested(doc_metadata_model))
+    dataset_detail_fields_copy["icon_info"] = fields.Nested(icon_info_model)
+    return _get_or_create_model("DatasetDetail", dataset_detail_fields_copy)
+
+
+try:
+    dataset_detail_model = console_ns.models["DatasetDetail"]
+except KeyError:
+    dataset_detail_model = _build_dataset_detail_model()
+
+
 def _validate_name(name: str) -> str:
     if not name or len(name) < 1 or len(name) > 100:
         raise ValueError("Name must be between 1 to 100 characters.")
@@ -22,16 +79,16 @@ def _validate_name(name: str) -> str:
 
 @console_ns.route("/datasets/external-knowledge-api")
 class ExternalApiTemplateListApi(Resource):
-    @api.doc("get_external_api_templates")
-    @api.doc(description="Get external knowledge API templates")
-    @api.doc(
+    @console_ns.doc("get_external_api_templates")
+    @console_ns.doc(description="Get external knowledge API templates")
+    @console_ns.doc(
         params={
             "page": "Page number (default: 1)",
             "limit": "Number of items per page (default: 20)",
             "keyword": "Search keyword",
         }
     )
-    @api.response(200, "External API templates retrieved successfully")
+    @console_ns.response(200, "External API templates retrieved successfully")
     @setup_required
     @login_required
     @account_initialization_required
@@ -95,11 +152,11 @@ class ExternalApiTemplateListApi(Resource):
 
 @console_ns.route("/datasets/external-knowledge-api/<uuid:external_knowledge_api_id>")
 class ExternalApiTemplateApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -163,10 +220,10 @@ class ExternalApiTemplateApi(Resource):
 
 @console_ns.route("/datasets/external-knowledge-api/<uuid:external_knowledge_api_id>/use-check")
 class ExternalApiUseCheckApi(Resource):
-    @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")
+    @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")
     @setup_required
     @login_required
     @account_initialization_required
@@ -181,10 +238,10 @@ class ExternalApiUseCheckApi(Resource):
 
 @console_ns.route("/datasets/external")
 class ExternalDatasetCreateApi(Resource):
-    @api.doc("create_external_dataset")
-    @api.doc(description="Create external knowledge dataset")
-    @api.expect(
-        api.model(
+    @console_ns.doc("create_external_dataset")
+    @console_ns.doc(description="Create external knowledge dataset")
+    @console_ns.expect(
+        console_ns.model(
             "CreateExternalDatasetRequest",
             {
                 "external_knowledge_api_id": fields.String(required=True, description="External knowledge API ID"),
@@ -194,18 +251,16 @@ class ExternalDatasetCreateApi(Resource):
             },
         )
     )
-    @api.response(201, "External dataset created successfully", dataset_detail_fields)
-    @api.response(400, "Invalid parameters")
-    @api.response(403, "Permission denied")
+    @console_ns.response(201, "External dataset created successfully", dataset_detail_model)
+    @console_ns.response(400, "Invalid parameters")
+    @console_ns.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()
-        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")
@@ -241,11 +296,11 @@ class ExternalDatasetCreateApi(Resource):
 
 @console_ns.route("/datasets/<uuid:dataset_id>/external-hit-testing")
 class ExternalKnowledgeHitTestingApi(Resource):
-    @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(
+    @console_ns.doc("test_external_knowledge_retrieval")
+    @console_ns.doc(description="Test external knowledge retrieval for dataset")
+    @console_ns.doc(params={"dataset_id": "Dataset ID"})
+    @console_ns.expect(
+        console_ns.model(
             "ExternalHitTestingRequest",
             {
                 "query": fields.String(required=True, description="Query text for testing"),
@@ -254,9 +309,9 @@ class ExternalKnowledgeHitTestingApi(Resource):
             },
         )
     )
-    @api.response(200, "External hit testing completed successfully")
-    @api.response(404, "Dataset not found")
-    @api.response(400, "Invalid parameters")
+    @console_ns.response(200, "External hit testing completed successfully")
+    @console_ns.response(404, "Dataset not found")
+    @console_ns.response(400, "Invalid parameters")
     @setup_required
     @login_required
     @account_initialization_required
@@ -299,10 +354,10 @@ class ExternalKnowledgeHitTestingApi(Resource):
 @console_ns.route("/test/retrieval")
 class BedrockRetrievalApi(Resource):
     # this api is only for internal testing
-    @api.doc("bedrock_retrieval_test")
-    @api.doc(description="Bedrock retrieval test (internal use only)")
-    @api.expect(
-        api.model(
+    @console_ns.doc("bedrock_retrieval_test")
+    @console_ns.doc(description="Bedrock retrieval test (internal use only)")
+    @console_ns.expect(
+        console_ns.model(
             "BedrockRetrievalTestRequest",
             {
                 "retrieval_setting": fields.Raw(required=True, description="Retrieval settings"),
@@ -311,7 +366,7 @@ class BedrockRetrievalApi(Resource):
             },
         )
     )
-    @api.response(200, "Bedrock retrieval test completed")
+    @console_ns.response(200, "Bedrock retrieval test completed")
     def post(self):
         parser = (
             reqparse.RequestParser()

api/controllers/console/datasets/hit_testing.py

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

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

@@ -3,7 +3,7 @@ from flask_restx import Resource, reqparse
 from werkzeug.exceptions import Forbidden, NotFound
 
 from configs import dify_config
-from controllers.console import api, console_ns
+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
@@ -130,7 +130,7 @@ parser_datasource = (
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>")
 class DatasourceAuth(Resource):
-    @api.expect(parser_datasource)
+    @console_ns.expect(parser_datasource)
     @setup_required
     @login_required
     @account_initialization_required
@@ -176,7 +176,7 @@ parser_datasource_delete = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/delete")
 class DatasourceAuthDeleteApi(Resource):
-    @api.expect(parser_datasource_delete)
+    @console_ns.expect(parser_datasource_delete)
     @setup_required
     @login_required
     @account_initialization_required
@@ -209,7 +209,7 @@ parser_datasource_update = (
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/update")
 class DatasourceAuthUpdateApi(Resource):
-    @api.expect(parser_datasource_update)
+    @console_ns.expect(parser_datasource_update)
     @setup_required
     @login_required
     @account_initialization_required
@@ -267,7 +267,7 @@ parser_datasource_custom = (
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/custom-client")
 class DatasourceAuthOauthCustomClient(Resource):
-    @api.expect(parser_datasource_custom)
+    @console_ns.expect(parser_datasource_custom)
     @setup_required
     @login_required
     @account_initialization_required
@@ -306,7 +306,7 @@ parser_default = reqparse.RequestParser().add_argument("id", type=str, required=
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/default")
 class DatasourceAuthDefaultApi(Resource):
-    @api.expect(parser_default)
+    @console_ns.expect(parser_default)
     @setup_required
     @login_required
     @account_initialization_required
@@ -334,7 +334,7 @@ parser_update_name = (
 
 @console_ns.route("/auth/plugin/datasource/<path:provider_id>/update-name")
 class DatasourceUpdateProviderNameApi(Resource):
-    @api.expect(parser_update_name)
+    @console_ns.expect(parser_update_name)
     @setup_required
     @login_required
     @account_initialization_required

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 api, console_ns
+from controllers.console import 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
@@ -12,17 +12,21 @@ from models import Account
 from models.dataset import Pipeline
 from services.rag_pipeline.rag_pipeline import RagPipelineService
 
-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")
-)
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class Parser(BaseModel):
+    inputs: dict
+    datasource_type: str
+    credential_id: str | None = None
+
+
+console_ns.schema_model(Parser.__name__, Parser.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
 
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/preview")
 class DataSourceContentPreviewApi(Resource):
-    @api.expect(parser)
+    @console_ns.expect(console_ns.models[Parser.__name__], validate=True)
     @setup_required
     @login_required
     @account_initialization_required
@@ -34,15 +38,10 @@ class DataSourceContentPreviewApi(Resource):
         if not isinstance(current_user, Account):
             raise Forbidden()
 
-        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")
+        args = Parser.model_validate(console_ns.payload)
 
+        inputs = args.inputs
+        datasource_type = args.datasource_type
         rag_pipeline_service = RagPipelineService()
         preview_content = rag_pipeline_service.run_datasource_node_preview(
             pipeline=pipeline,
@@ -51,6 +50,6 @@ class DataSourceContentPreviewApi(Resource):
             account=current_user,
             datasource_type=datasource_type,
             is_published=True,
-            credential_id=args.get("credential_id"),
+            credential_id=args.credential_id,
         )
         return preview_content, 200

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

@@ -1,11 +1,11 @@
 from flask_restx import Resource, marshal_with, reqparse  # type: ignore
 from sqlalchemy.orm import Session
-from werkzeug.exceptions import Forbidden
 
 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
@@ -21,12 +21,11 @@ class RagPipelineImportApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
+    @edit_permission_required
     @marshal_with(pipeline_import_fields)
     def post(self):
         # Check user role first
         current_user, _ = current_account_with_tenant()
-        if not current_user.has_edit_permission:
-            raise Forbidden()
 
         parser = (
             reqparse.RequestParser()
@@ -71,12 +70,10 @@ 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:
@@ -98,12 +95,9 @@ 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)
@@ -117,12 +111,9 @@ class RagPipelineExportApi(Resource):
     @login_required
     @get_rag_pipeline
     @account_initialization_required
+    @edit_permission_required
     def get(self, pipeline: Pipeline):
-        current_user, _ = current_account_with_tenant()
-        if not current_user.has_edit_permission:
-            raise Forbidden()
-
-            # Add include_secret params
+        # Add include_secret params
         parser = reqparse.RequestParser().add_argument("include_secret", type=str, default="false", location="args")
         args = parser.parse_args()
 

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

@@ -9,7 +9,7 @@ from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.app.error import (
     ConversationCompletedError,
     DraftWorkflowNotExist,
@@ -153,7 +153,7 @@ parser_run = reqparse.RequestParser().add_argument("inputs", type=dict, location
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/iteration/nodes/<string:node_id>/run")
 class RagPipelineDraftRunIterationNodeApi(Resource):
-    @api.expect(parser_run)
+    @console_ns.expect(parser_run)
     @setup_required
     @login_required
     @account_initialization_required
@@ -187,10 +187,11 @@ class RagPipelineDraftRunIterationNodeApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/loop/nodes/<string:node_id>/run")
 class RagPipelineDraftRunLoopNodeApi(Resource):
-    @api.expect(parser_run)
+    @console_ns.expect(parser_run)
     @setup_required
     @login_required
     @account_initialization_required
+    @edit_permission_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline, node_id: str):
         """
@@ -198,8 +199,6 @@ 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()
 
         args = parser_run.parse_args()
 
@@ -231,10 +230,11 @@ parser_draft_run = (
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/run")
 class DraftRagPipelineRunApi(Resource):
-    @api.expect(parser_draft_run)
+    @console_ns.expect(parser_draft_run)
     @setup_required
     @login_required
     @account_initialization_required
+    @edit_permission_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline):
         """
@@ -242,8 +242,6 @@ 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()
 
         args = parser_draft_run.parse_args()
 
@@ -275,10 +273,11 @@ parser_published_run = (
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/run")
 class PublishedRagPipelineRunApi(Resource):
-    @api.expect(parser_published_run)
+    @console_ns.expect(parser_published_run)
     @setup_required
     @login_required
     @account_initialization_required
+    @edit_permission_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline):
         """
@@ -286,8 +285,6 @@ 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()
 
         args = parser_published_run.parse_args()
 
@@ -400,10 +397,11 @@ parser_rag_run = (
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/run")
 class RagPipelinePublishedDatasourceNodeRunApi(Resource):
-    @api.expect(parser_rag_run)
+    @console_ns.expect(parser_rag_run)
     @setup_required
     @login_required
     @account_initialization_required
+    @edit_permission_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline, node_id: str):
         """
@@ -411,8 +409,6 @@ 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()
 
         args = parser_rag_run.parse_args()
 
@@ -441,9 +437,10 @@ class RagPipelinePublishedDatasourceNodeRunApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/datasource/nodes/<string:node_id>/run")
 class RagPipelineDraftDatasourceNodeRunApi(Resource):
-    @api.expect(parser_rag_run)
+    @console_ns.expect(parser_rag_run)
     @setup_required
     @login_required
+    @edit_permission_required
     @account_initialization_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline, node_id: str):
@@ -452,8 +449,6 @@ 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()
 
         args = parser_rag_run.parse_args()
 
@@ -487,9 +482,10 @@ parser_run_api = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/nodes/<string:node_id>/run")
 class RagPipelineDraftNodeRunApi(Resource):
-    @api.expect(parser_run_api)
+    @console_ns.expect(parser_run_api)
     @setup_required
     @login_required
+    @edit_permission_required
     @account_initialization_required
     @get_rag_pipeline
     @marshal_with(workflow_run_node_execution_fields)
@@ -499,8 +495,6 @@ 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()
 
         args = parser_run_api.parse_args()
 
@@ -523,6 +517,7 @@ 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):
@@ -531,8 +526,6 @@ 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)
 
@@ -544,6 +537,7 @@ 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):
@@ -551,9 +545,6 @@ 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
@@ -566,6 +557,7 @@ class PublishedRagPipelineApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
+    @edit_permission_required
     @get_rag_pipeline
     def post(self, pipeline: Pipeline):
         """
@@ -573,9 +565,6 @@ 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)
@@ -602,16 +591,12 @@ 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()
@@ -622,20 +607,16 @@ parser_default = reqparse.RequestParser().add_argument("q", type=str, location="
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/default-workflow-block-configs/<string:block_type>")
 class DefaultRagPipelineBlockConfigApi(Resource):
-    @api.expect(parser_default)
+    @console_ns.expect(parser_default)
     @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
         """
-        # 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()
-
         args = parser_default.parse_args()
 
         q = args.get("q")
@@ -663,10 +644,11 @@ parser_wf = (
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows")
 class PublishedAllRagPipelineApi(Resource):
-    @api.expect(parser_wf)
+    @console_ns.expect(parser_wf)
     @setup_required
     @login_required
     @account_initialization_required
+    @edit_permission_required
     @get_rag_pipeline
     @marshal_with(workflow_pagination_fields)
     def get(self, pipeline: Pipeline):
@@ -674,8 +656,6 @@ class PublishedAllRagPipelineApi(Resource):
         Get published workflows
         """
         current_user, _ = current_account_with_tenant()
-        if not current_user.has_edit_permission:
-            raise Forbidden()
 
         args = parser_wf.parse_args()
         page = args["page"]
@@ -716,10 +696,11 @@ parser_wf_id = (
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/<string:workflow_id>")
 class RagPipelineByIdApi(Resource):
-    @api.expect(parser_wf_id)
+    @console_ns.expect(parser_wf_id)
     @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):
@@ -728,8 +709,6 @@ class RagPipelineByIdApi(Resource):
         """
         # Check permission
         current_user, _ = current_account_with_tenant()
-        if not current_user.has_edit_permission:
-            raise Forbidden()
 
         args = parser_wf_id.parse_args()
 
@@ -775,7 +754,7 @@ parser_parameters = reqparse.RequestParser().add_argument("node_id", type=str, r
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/processing/parameters")
 class PublishedRagPipelineSecondStepApi(Resource):
-    @api.expect(parser_parameters)
+    @console_ns.expect(parser_parameters)
     @setup_required
     @login_required
     @account_initialization_required
@@ -798,7 +777,7 @@ class PublishedRagPipelineSecondStepApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/pre-processing/parameters")
 class PublishedRagPipelineFirstStepApi(Resource):
-    @api.expect(parser_parameters)
+    @console_ns.expect(parser_parameters)
     @setup_required
     @login_required
     @account_initialization_required
@@ -821,7 +800,7 @@ class PublishedRagPipelineFirstStepApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/pre-processing/parameters")
 class DraftRagPipelineFirstStepApi(Resource):
-    @api.expect(parser_parameters)
+    @console_ns.expect(parser_parameters)
     @setup_required
     @login_required
     @account_initialization_required
@@ -844,7 +823,7 @@ class DraftRagPipelineFirstStepApi(Resource):
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/processing/parameters")
 class DraftRagPipelineSecondStepApi(Resource):
-    @api.expect(parser_parameters)
+    @console_ns.expect(parser_parameters)
     @setup_required
     @login_required
     @account_initialization_required
@@ -875,7 +854,7 @@ parser_wf_run = (
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflow-runs")
 class RagPipelineWorkflowRunListApi(Resource):
-    @api.expect(parser_wf_run)
+    @console_ns.expect(parser_wf_run)
     @setup_required
     @login_required
     @account_initialization_required
@@ -996,7 +975,7 @@ parser_var = (
 
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/datasource/variables-inspect")
 class RagPipelineDatasourceVariableApi(Resource):
-    @api.expect(parser_var)
+    @console_ns.expect(parser_var)
     @setup_required
     @login_required
     @account_initialization_required
@@ -1025,6 +1004,11 @@ class RagPipelineRecommendedPluginApi(Resource):
     @login_required
     @account_initialization_required
     def get(self):
+        parser = reqparse.RequestParser()
+        parser.add_argument('type', type=str, location='args', required=False, default='all')
+        args = parser.parse_args()
+        type = args["type"]
+
         rag_pipeline_service = RagPipelineService()
-        recommended_plugins = rag_pipeline_service.get_recommended_plugins()
+        recommended_plugins = rag_pipeline_service.get_recommended_plugins(type)
         return recommended_plugins

api/controllers/console/datasets/website.py

@@ -1,6 +1,6 @@
 from flask_restx import Resource, fields, reqparse
 
-from controllers.console import api, console_ns
+from controllers.console import 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
@@ -9,10 +9,10 @@ from services.website_service import WebsiteCrawlApiRequest, WebsiteCrawlStatusA
 
 @console_ns.route("/website/crawl")
 class WebsiteCrawlApi(Resource):
-    @api.doc("crawl_website")
-    @api.doc(description="Crawl website content")
-    @api.expect(
-        api.model(
+    @console_ns.doc("crawl_website")
+    @console_ns.doc(description="Crawl website content")
+    @console_ns.expect(
+        console_ns.model(
             "WebsiteCrawlRequest",
             {
                 "provider": fields.String(
@@ -25,8 +25,8 @@ class WebsiteCrawlApi(Resource):
             },
         )
     )
-    @api.response(200, "Website crawl initiated successfully")
-    @api.response(400, "Invalid crawl parameters")
+    @console_ns.response(200, "Website crawl initiated successfully")
+    @console_ns.response(400, "Invalid crawl parameters")
     @setup_required
     @login_required
     @account_initialization_required
@@ -62,12 +62,12 @@ class WebsiteCrawlApi(Resource):
 
 @console_ns.route("/website/crawl/status/<string:job_id>")
 class WebsiteCrawlStatusApi(Resource):
-    @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")
+    @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.response(200, "Crawl status retrieved successfully")
+    @console_ns.response(404, "Crawl job not found")
+    @console_ns.response(400, "Invalid provider")
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/datasets/wraps.py

@@ -1,44 +1,40 @@
 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")
 
-            _, current_tenant_id = current_account_with_tenant()
+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")
 
-            pipeline_id = kwargs.get("pipeline_id")
-            pipeline_id = str(pipeline_id)
+        _, current_tenant_id = current_account_with_tenant()
 
-            del kwargs["pipeline_id"]
+        pipeline_id = kwargs.get("pipeline_id")
+        pipeline_id = str(pipeline_id)
 
-            pipeline = (
-                db.session.query(Pipeline)
-                .where(Pipeline.id == pipeline_id, Pipeline.tenant_id == current_tenant_id)
-                .first()
-            )
+        del kwargs["pipeline_id"]
 
-            if not pipeline:
-                raise PipelineNotFoundError()
+        pipeline = (
+            db.session.query(Pipeline)
+            .where(Pipeline.id == pipeline_id, Pipeline.tenant_id == current_tenant_id)
+            .first()
+        )
 
-            kwargs["pipeline"] = pipeline
+        if not pipeline:
+            raise PipelineNotFoundError()
 
-            return view_func(*args, **kwargs)
+        kwargs["pipeline"] = pipeline
 
-        return decorated_view
+        return view_func(*args, **kwargs)
 
-    if view is None:
-        return decorator
-    else:
-        return decorator(view)
+    return decorated_view

api/controllers/console/explore/completion.py

@@ -15,7 +15,6 @@ 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,
@@ -31,6 +30,7 @@ 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
@@ -46,7 +46,7 @@ logger = logging.getLogger(__name__)
 class CompletionApi(InstalledAppResource):
     def post(self, installed_app):
         app_model = installed_app.app
-        if app_model.mode != "completion":
+        if app_model.mode != AppMode.COMPLETION:
             raise NotCompletionAppError()
 
         parser = (
@@ -102,12 +102,18 @@ class CompletionApi(InstalledAppResource):
 class CompletionStopApi(InstalledAppResource):
     def post(self, installed_app, task_id):
         app_model = installed_app.app
-        if app_model.mode != "completion":
+        if app_model.mode != AppMode.COMPLETION:
             raise NotCompletionAppError()
 
         if not isinstance(current_user, Account):
             raise ValueError("current_user must be an Account instance")
-        AppQueueManager.set_stop_flag(task_id, InvokeFrom.EXPLORE, current_user.id)
+
+        AppTaskService.stop_task(
+            task_id=task_id,
+            invoke_from=InvokeFrom.EXPLORE,
+            user_id=current_user.id,
+            app_mode=AppMode.value_of(app_model.mode),
+        )
 
         return {"result": "success"}, 200
 
@@ -184,6 +190,12 @@ class ChatStopApi(InstalledAppResource):
 
         if not isinstance(current_user, Account):
             raise ValueError("current_user must be an Account instance")
-        AppQueueManager.set_stop_flag(task_id, InvokeFrom.EXPLORE, current_user.id)
+
+        AppTaskService.stop_task(
+            task_id=task_id,
+            invoke_from=InvokeFrom.EXPLORE,
+            user_id=current_user.id,
+            app_mode=app_mode,
+        )
 
         return {"result": "success"}, 200

api/controllers/console/explore/recommended_app.py

@@ -1,7 +1,7 @@
 from flask_restx import Resource, fields, marshal_with, reqparse
 
 from constants.languages import languages
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required
 from libs.helper import AppIconUrlField
 from libs.login import current_user, login_required
@@ -40,7 +40,7 @@ parser_apps = reqparse.RequestParser().add_argument("language", type=str, locati
 
 @console_ns.route("/explore/apps")
 class RecommendedAppListApi(Resource):
-    @api.expect(parser_apps)
+    @console_ns.expect(parser_apps)
     @login_required
     @account_initialization_required
     @marshal_with(recommended_app_list_fields)

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 api, console_ns
+from controllers.console import 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
@@ -9,18 +9,24 @@ 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):
-    @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.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.response(
+    @console_ns.response(
         200,
         "Success",
-        api.model(
+        console_ns.model(
             "CodeBasedExtensionResponse",
             {"module": fields.String(description="Module name"), "data": fields.Raw(description="Extension data")},
         ),
@@ -37,21 +43,21 @@ class CodeBasedExtensionAPI(Resource):
 
 @console_ns.route("/api-based-extension")
 class APIBasedExtensionAPI(Resource):
-    @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)))
+    @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)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(api_based_extension_fields)
+    @marshal_with(api_based_extension_model)
     def get(self):
         _, tenant_id = current_account_with_tenant()
         return APIBasedExtensionService.get_all_by_tenant_id(tenant_id)
 
-    @api.doc("create_api_based_extension")
-    @api.doc(description="Create a new API-based extension")
-    @api.expect(
-        api.model(
+    @console_ns.doc("create_api_based_extension")
+    @console_ns.doc(description="Create a new API-based extension")
+    @console_ns.expect(
+        console_ns.model(
             "CreateAPIBasedExtensionRequest",
             {
                 "name": fields.String(required=True, description="Extension name"),
@@ -60,13 +66,13 @@ class APIBasedExtensionAPI(Resource):
             },
         )
     )
-    @api.response(201, "Extension created successfully", api_based_extension_fields)
+    @console_ns.response(201, "Extension created successfully", api_based_extension_model)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(api_based_extension_fields)
+    @marshal_with(api_based_extension_model)
     def post(self):
-        args = api.payload
+        args = console_ns.payload
         _, current_tenant_id = current_account_with_tenant()
 
         extension_data = APIBasedExtension(
@@ -81,25 +87,25 @@ class APIBasedExtensionAPI(Resource):
 
 @console_ns.route("/api-based-extension/<uuid:id>")
 class APIBasedExtensionDetailAPI(Resource):
-    @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)
+    @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)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(api_based_extension_fields)
+    @marshal_with(api_based_extension_model)
     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)
 
-    @api.doc("update_api_based_extension")
-    @api.doc(description="Update API-based extension")
-    @api.doc(params={"id": "Extension ID"})
-    @api.expect(
-        api.model(
+    @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(
             "UpdateAPIBasedExtensionRequest",
             {
                 "name": fields.String(required=True, description="Extension name"),
@@ -108,18 +114,18 @@ class APIBasedExtensionDetailAPI(Resource):
             },
         )
     )
-    @api.response(200, "Extension updated successfully", api_based_extension_fields)
+    @console_ns.response(200, "Extension updated successfully", api_based_extension_model)
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(api_based_extension_fields)
+    @marshal_with(api_based_extension_model)
     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 = api.payload
+        args = console_ns.payload
 
         extension_data_from_db.name = args["name"]
         extension_data_from_db.api_endpoint = args["api_endpoint"]
@@ -129,10 +135,10 @@ class APIBasedExtensionDetailAPI(Resource):
 
         return APIBasedExtensionService.save(extension_data_from_db)
 
-    @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")
+    @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")
     @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 api, console_ns
+from . import console_ns
 from .wraps import account_initialization_required, cloud_utm_record, setup_required
 
 
 @console_ns.route("/features")
 class FeatureApi(Resource):
-    @api.doc("get_tenant_features")
-    @api.doc(description="Get feature configuration for current tenant")
-    @api.response(
+    @console_ns.doc("get_tenant_features")
+    @console_ns.doc(description="Get feature configuration for current tenant")
+    @console_ns.response(
         200,
         "Success",
-        api.model("FeatureResponse", {"features": fields.Raw(description="Feature configuration object")}),
+        console_ns.model("FeatureResponse", {"features": fields.Raw(description="Feature configuration object")}),
     )
     @setup_required
     @login_required
@@ -29,12 +29,14 @@ class FeatureApi(Resource):
 
 @console_ns.route("/system-features")
 class SystemFeatureApi(Resource):
-    @api.doc("get_system_features")
-    @api.doc(description="Get system-wide feature configuration")
-    @api.response(
+    @console_ns.doc("get_system_features")
+    @console_ns.doc(description="Get system-wide feature configuration")
+    @console_ns.response(
         200,
         "Success",
-        api.model("SystemFeatureResponse", {"features": fields.Raw(description="System feature configuration object")}),
+        console_ns.model(
+            "SystemFeatureResponse", {"features": fields.Raw(description="System feature configuration object")}
+        ),
     )
     def get(self):
         """Get system-wide feature configuration"""

api/controllers/console/init_validate.py

@@ -11,19 +11,19 @@ from libs.helper import StrLen
 from models.model import DifySetup
 from services.account_service import TenantService
 
-from . import api, console_ns
+from . import console_ns
 from .error import AlreadySetupError, InitValidateFailedError
 from .wraps import only_edition_self_hosted
 
 
 @console_ns.route("/init")
 class InitValidateAPI(Resource):
-    @api.doc("get_init_status")
-    @api.doc(description="Get initialization validation status")
-    @api.response(
+    @console_ns.doc("get_init_status")
+    @console_ns.doc(description="Get initialization validation status")
+    @console_ns.response(
         200,
         "Success",
-        model=api.model(
+        model=console_ns.model(
             "InitStatusResponse",
             {"status": fields.String(description="Initialization status", enum=["finished", "not_started"])},
         ),
@@ -35,20 +35,20 @@ class InitValidateAPI(Resource):
             return {"status": "finished"}
         return {"status": "not_started"}
 
-    @api.doc("validate_init_password")
-    @api.doc(description="Validate initialization password for self-hosted edition")
-    @api.expect(
-        api.model(
+    @console_ns.doc("validate_init_password")
+    @console_ns.doc(description="Validate initialization password for self-hosted edition")
+    @console_ns.expect(
+        console_ns.model(
             "InitValidateRequest",
             {"password": fields.String(required=True, description="Initialization password", max_length=30)},
         )
     )
-    @api.response(
+    @console_ns.response(
         201,
         "Success",
-        model=api.model("InitValidateResponse", {"result": fields.String(description="Operation result")}),
+        model=console_ns.model("InitValidateResponse", {"result": fields.String(description="Operation result")}),
     )
-    @api.response(400, "Already setup or validation failed")
+    @console_ns.response(400, "Already setup or validation failed")
     @only_edition_self_hosted
     def post(self):
         """Validate initialization password"""

api/controllers/console/ping.py

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

@@ -10,7 +10,6 @@ from controllers.common.errors import (
     RemoteFileUploadError,
     UnsupportedFileTypeError,
 )
-from controllers.console import api
 from core.file import helpers as file_helpers
 from core.helper import ssrf_proxy
 from extensions.ext_database import db
@@ -42,7 +41,7 @@ parser_upload = reqparse.RequestParser().add_argument("url", type=str, required=
 
 @console_ns.route("/remote-files/upload")
 class RemoteFileUploadApi(Resource):
-    @api.expect(parser_upload)
+    @console_ns.expect(parser_upload)
     @marshal_with(file_fields_with_signed_url)
     def post(self):
         args = parser_upload.parse_args()

api/controllers/console/setup.py

@@ -7,7 +7,7 @@ from libs.password import valid_password
 from models.model import DifySetup, db
 from services.account_service import RegisterService, TenantService
 
-from . import api, console_ns
+from . import console_ns
 from .error import AlreadySetupError, NotInitValidateError
 from .init_validate import get_init_validate_status
 from .wraps import only_edition_self_hosted
@@ -15,12 +15,12 @@ from .wraps import only_edition_self_hosted
 
 @console_ns.route("/setup")
 class SetupApi(Resource):
-    @api.doc("get_setup_status")
-    @api.doc(description="Get system setup status")
-    @api.response(
+    @console_ns.doc("get_setup_status")
+    @console_ns.doc(description="Get system setup status")
+    @console_ns.response(
         200,
         "Success",
-        api.model(
+        console_ns.model(
             "SetupStatusResponse",
             {
                 "step": fields.String(description="Setup step status", enum=["not_started", "finished"]),
@@ -40,10 +40,10 @@ class SetupApi(Resource):
             return {"step": "not_started"}
         return {"step": "finished"}
 
-    @api.doc("setup_system")
-    @api.doc(description="Initialize system setup with admin account")
-    @api.expect(
-        api.model(
+    @console_ns.doc("setup_system")
+    @console_ns.doc(description="Initialize system setup with admin account")
+    @console_ns.expect(
+        console_ns.model(
             "SetupRequest",
             {
                 "email": fields.String(required=True, description="Admin email address"),
@@ -53,8 +53,10 @@ class SetupApi(Resource):
             },
         )
     )
-    @api.response(201, "Success", api.model("SetupResponse", {"result": fields.String(description="Setup result")}))
-    @api.response(400, "Already setup or validation failed")
+    @console_ns.response(
+        201, "Success", console_ns.model("SetupResponse", {"result": fields.String(description="Setup result")})
+    )
+    @console_ns.response(400, "Already setup or validation failed")
     @only_edition_self_hosted
     def post(self):
         """Initialize system setup with admin account"""

api/controllers/console/tag/tags.py

@@ -2,8 +2,8 @@ from flask import request
 from flask_restx import Resource, marshal_with, reqparse
 from werkzeug.exceptions import Forbidden
 
-from controllers.console import api, console_ns
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console import console_ns
+from controllers.console.wraps import account_initialization_required, edit_permission_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
@@ -43,7 +43,7 @@ class TagListApi(Resource):
 
         return tags, 200
 
-    @api.expect(parser_tags)
+    @console_ns.expect(parser_tags)
     @setup_required
     @login_required
     @account_initialization_required
@@ -68,7 +68,7 @@ parser_tag_id = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/tags/<uuid:tag_id>")
 class TagUpdateDeleteApi(Resource):
-    @api.expect(parser_tag_id)
+    @console_ns.expect(parser_tag_id)
     @setup_required
     @login_required
     @account_initialization_required
@@ -91,12 +91,9 @@ 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)
 
@@ -113,7 +110,7 @@ parser_create = (
 
 @console_ns.route("/tag-bindings/create")
 class TagBindingCreateApi(Resource):
-    @api.expect(parser_create)
+    @console_ns.expect(parser_create)
     @setup_required
     @login_required
     @account_initialization_required
@@ -139,7 +136,7 @@ parser_remove = (
 
 @console_ns.route("/tag-bindings/remove")
 class TagBindingDeleteApi(Resource):
-    @api.expect(parser_remove)
+    @console_ns.expect(parser_remove)
     @setup_required
     @login_required
     @account_initialization_required

api/controllers/console/version.py

@@ -7,7 +7,7 @@ from packaging import version
 
 from configs import dify_config
 
-from . import api, console_ns
+from . import console_ns
 
 logger = logging.getLogger(__name__)
 
@@ -18,13 +18,13 @@ parser = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/version")
 class VersionApi(Resource):
-    @api.doc("check_version_update")
-    @api.doc(description="Check for application version updates")
-    @api.expect(parser)
-    @api.response(
+    @console_ns.doc("check_version_update")
+    @console_ns.doc(description="Check for application version updates")
+    @console_ns.expect(parser)
+    @console_ns.response(
         200,
         "Success",
-        api.model(
+        console_ns.model(
             "VersionResponse",
             {
                 "version": fields.String(description="Latest version number"),
@@ -58,7 +58,7 @@ class VersionApi(Resource):
             response = httpx.get(
                 check_update_url,
                 params={"current_version": args["current_version"]},
-                timeout=httpx.Timeout(connect=3, read=10),
+                timeout=httpx.Timeout(timeout=10.0, connect=3.0),
             )
         except Exception as error:
             logger.warning("Check update version error: %s.", str(error))

api/controllers/console/workspace/account.py

@@ -1,14 +1,16 @@
 from datetime import datetime
+from typing import Literal
 
 import pytz
 from flask import request
-from flask_restx import Resource, fields, marshal_with, reqparse
+from flask_restx import Resource, fields, marshal_with
+from pydantic import BaseModel, Field, field_validator, model_validator
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 
 from configs import dify_config
 from constants.languages import supported_language
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.auth.error import (
     EmailAlreadyInUseError,
     EmailChangeLimitError,
@@ -42,20 +44,160 @@ from services.account_service import AccountService
 from services.billing_service import BillingService
 from services.errors.account import CurrentPasswordIncorrectError as ServiceCurrentPasswordIncorrectError
 
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
 
-def _init_parser():
-    parser = reqparse.RequestParser()
-    if dify_config.EDITION == "CLOUD":
-        parser.add_argument("invitation_code", type=str, location="json")
-    parser.add_argument("interface_language", type=supported_language, required=True, location="json").add_argument(
-        "timezone", type=timezone, required=True, location="json"
-    )
-    return parser
+
+class AccountInitPayload(BaseModel):
+    interface_language: str
+    timezone: str
+    invitation_code: str | None = None
+
+    @field_validator("interface_language")
+    @classmethod
+    def validate_language(cls, value: str) -> str:
+        return supported_language(value)
+
+    @field_validator("timezone")
+    @classmethod
+    def validate_timezone(cls, value: str) -> str:
+        return timezone(value)
+
+
+class AccountNamePayload(BaseModel):
+    name: str = Field(min_length=3, max_length=30)
+
+
+class AccountAvatarPayload(BaseModel):
+    avatar: str
+
+
+class AccountInterfaceLanguagePayload(BaseModel):
+    interface_language: str
+
+    @field_validator("interface_language")
+    @classmethod
+    def validate_language(cls, value: str) -> str:
+        return supported_language(value)
+
+
+class AccountInterfaceThemePayload(BaseModel):
+    interface_theme: Literal["light", "dark"]
+
+
+class AccountTimezonePayload(BaseModel):
+    timezone: str
+
+    @field_validator("timezone")
+    @classmethod
+    def validate_timezone(cls, value: str) -> str:
+        return timezone(value)
+
+
+class AccountPasswordPayload(BaseModel):
+    password: str | None = None
+    new_password: str
+    repeat_new_password: str
+
+    @model_validator(mode="after")
+    def check_passwords_match(self) -> "AccountPasswordPayload":
+        if self.new_password != self.repeat_new_password:
+            raise RepeatPasswordNotMatchError()
+        return self
+
+
+class AccountDeletePayload(BaseModel):
+    token: str
+    code: str
+
+
+class AccountDeletionFeedbackPayload(BaseModel):
+    email: str
+    feedback: str
+
+    @field_validator("email")
+    @classmethod
+    def validate_email(cls, value: str) -> str:
+        return email(value)
+
+
+class EducationActivatePayload(BaseModel):
+    token: str
+    institution: str
+    role: str
+
+
+class EducationAutocompleteQuery(BaseModel):
+    keywords: str
+    page: int = 0
+    limit: int = 20
+
+
+class ChangeEmailSendPayload(BaseModel):
+    email: str
+    language: str | None = None
+    phase: str | None = None
+    token: str | None = None
+
+    @field_validator("email")
+    @classmethod
+    def validate_email(cls, value: str) -> str:
+        return email(value)
+
+
+class ChangeEmailValidityPayload(BaseModel):
+    email: str
+    code: str
+    token: str
+
+    @field_validator("email")
+    @classmethod
+    def validate_email(cls, value: str) -> str:
+        return email(value)
+
+
+class ChangeEmailResetPayload(BaseModel):
+    new_email: str
+    token: str
+
+    @field_validator("new_email")
+    @classmethod
+    def validate_email(cls, value: str) -> str:
+        return email(value)
+
+
+class CheckEmailUniquePayload(BaseModel):
+    email: str
+
+    @field_validator("email")
+    @classmethod
+    def validate_email(cls, value: str) -> str:
+        return email(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(AccountInitPayload)
+reg(AccountNamePayload)
+reg(AccountAvatarPayload)
+reg(AccountInterfaceLanguagePayload)
+reg(AccountInterfaceThemePayload)
+reg(AccountTimezonePayload)
+reg(AccountPasswordPayload)
+reg(AccountDeletePayload)
+reg(AccountDeletionFeedbackPayload)
+reg(EducationActivatePayload)
+reg(EducationAutocompleteQuery)
+reg(ChangeEmailSendPayload)
+reg(ChangeEmailValidityPayload)
+reg(ChangeEmailResetPayload)
+reg(CheckEmailUniquePayload)
 
 
 @console_ns.route("/account/init")
 class AccountInitApi(Resource):
-    @api.expect(_init_parser())
+    @console_ns.expect(console_ns.models[AccountInitPayload.__name__])
     @setup_required
     @login_required
     def post(self):
@@ -64,17 +206,18 @@ class AccountInitApi(Resource):
         if account.status == "active":
             raise AccountAlreadyInitedError()
 
-        args = _init_parser().parse_args()
+        payload = console_ns.payload or {}
+        args = AccountInitPayload.model_validate(payload)
 
         if dify_config.EDITION == "CLOUD":
-            if not args["invitation_code"]:
+            if not args.invitation_code:
                 raise ValueError("invitation_code is required")
 
             # check invitation code
             invitation_code = (
                 db.session.query(InvitationCode)
                 .where(
-                    InvitationCode.code == args["invitation_code"],
+                    InvitationCode.code == args.invitation_code,
                     InvitationCode.status == "unused",
                 )
                 .first()
@@ -88,8 +231,8 @@ class AccountInitApi(Resource):
             invitation_code.used_by_tenant_id = account.current_tenant_id
             invitation_code.used_by_account_id = account.id
 
-        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 = "active"
         account.initialized_at = naive_utc_now()
@@ -110,137 +253,104 @@ class AccountProfileApi(Resource):
         return current_user
 
 
-parser_name = reqparse.RequestParser().add_argument("name", type=str, required=True, location="json")
-
-
 @console_ns.route("/account/name")
 class AccountNameApi(Resource):
-    @api.expect(parser_name)
+    @console_ns.expect(console_ns.models[AccountNamePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @marshal_with(account_fields)
     def post(self):
         current_user, _ = current_account_with_tenant()
-        args = parser_name.parse_args()
-
-        # Validate account name length
-        if len(args["name"]) < 3 or len(args["name"]) > 30:
-            raise ValueError("Account name must be between 3 and 30 characters.")
-
-        updated_account = AccountService.update_account(current_user, name=args["name"])
+        payload = console_ns.payload or {}
+        args = AccountNamePayload.model_validate(payload)
+        updated_account = AccountService.update_account(current_user, name=args.name)
 
         return updated_account
 
 
-parser_avatar = reqparse.RequestParser().add_argument("avatar", type=str, required=True, location="json")
-
-
 @console_ns.route("/account/avatar")
 class AccountAvatarApi(Resource):
-    @api.expect(parser_avatar)
+    @console_ns.expect(console_ns.models[AccountAvatarPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @marshal_with(account_fields)
     def post(self):
         current_user, _ = current_account_with_tenant()
-        args = parser_avatar.parse_args()
+        payload = console_ns.payload or {}
+        args = AccountAvatarPayload.model_validate(payload)
 
-        updated_account = AccountService.update_account(current_user, avatar=args["avatar"])
+        updated_account = AccountService.update_account(current_user, avatar=args.avatar)
 
         return updated_account
 
 
-parser_interface = reqparse.RequestParser().add_argument(
-    "interface_language", type=supported_language, required=True, location="json"
-)
-
-
 @console_ns.route("/account/interface-language")
 class AccountInterfaceLanguageApi(Resource):
-    @api.expect(parser_interface)
+    @console_ns.expect(console_ns.models[AccountInterfaceLanguagePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @marshal_with(account_fields)
     def post(self):
         current_user, _ = current_account_with_tenant()
-        args = parser_interface.parse_args()
+        payload = console_ns.payload or {}
+        args = AccountInterfaceLanguagePayload.model_validate(payload)
 
-        updated_account = AccountService.update_account(current_user, interface_language=args["interface_language"])
+        updated_account = AccountService.update_account(current_user, interface_language=args.interface_language)
 
         return updated_account
 
 
-parser_theme = reqparse.RequestParser().add_argument(
-    "interface_theme", type=str, choices=["light", "dark"], required=True, location="json"
-)
-
-
 @console_ns.route("/account/interface-theme")
 class AccountInterfaceThemeApi(Resource):
-    @api.expect(parser_theme)
+    @console_ns.expect(console_ns.models[AccountInterfaceThemePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @marshal_with(account_fields)
     def post(self):
         current_user, _ = current_account_with_tenant()
-        args = parser_theme.parse_args()
+        payload = console_ns.payload or {}
+        args = AccountInterfaceThemePayload.model_validate(payload)
 
-        updated_account = AccountService.update_account(current_user, interface_theme=args["interface_theme"])
+        updated_account = AccountService.update_account(current_user, interface_theme=args.interface_theme)
 
         return updated_account
 
 
-parser_timezone = reqparse.RequestParser().add_argument("timezone", type=str, required=True, location="json")
-
-
 @console_ns.route("/account/timezone")
 class AccountTimezoneApi(Resource):
-    @api.expect(parser_timezone)
+    @console_ns.expect(console_ns.models[AccountTimezonePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @marshal_with(account_fields)
     def post(self):
         current_user, _ = current_account_with_tenant()
-        args = parser_timezone.parse_args()
+        payload = console_ns.payload or {}
+        args = AccountTimezonePayload.model_validate(payload)
 
-        # Validate timezone string, e.g. America/New_York, Asia/Shanghai
-        if args["timezone"] not in pytz.all_timezones:
-            raise ValueError("Invalid timezone string.")
-
-        updated_account = AccountService.update_account(current_user, timezone=args["timezone"])
+        updated_account = AccountService.update_account(current_user, timezone=args.timezone)
 
         return updated_account
 
 
-parser_pw = (
-    reqparse.RequestParser()
-    .add_argument("password", type=str, required=False, location="json")
-    .add_argument("new_password", type=str, required=True, location="json")
-    .add_argument("repeat_new_password", type=str, required=True, location="json")
-)
-
-
 @console_ns.route("/account/password")
 class AccountPasswordApi(Resource):
-    @api.expect(parser_pw)
+    @console_ns.expect(console_ns.models[AccountPasswordPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @marshal_with(account_fields)
     def post(self):
         current_user, _ = current_account_with_tenant()
-        args = parser_pw.parse_args()
-
-        if args["new_password"] != args["repeat_new_password"]:
-            raise RepeatPasswordNotMatchError()
+        payload = console_ns.payload or {}
+        args = AccountPasswordPayload.model_validate(payload)
 
         try:
-            AccountService.update_account_password(current_user, args["password"], args["new_password"])
+            AccountService.update_account_password(current_user, args.password, args.new_password)
         except ServiceCurrentPasswordIncorrectError:
             raise CurrentPasswordIncorrectError()
 
@@ -316,25 +426,19 @@ class AccountDeleteVerifyApi(Resource):
         return {"result": "success", "data": token}
 
 
-parser_delete = (
-    reqparse.RequestParser()
-    .add_argument("token", type=str, required=True, location="json")
-    .add_argument("code", type=str, required=True, location="json")
-)
-
-
 @console_ns.route("/account/delete")
 class AccountDeleteApi(Resource):
-    @api.expect(parser_delete)
+    @console_ns.expect(console_ns.models[AccountDeletePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
         account, _ = current_account_with_tenant()
 
-        args = parser_delete.parse_args()
+        payload = console_ns.payload or {}
+        args = AccountDeletePayload.model_validate(payload)
 
-        if not AccountService.verify_account_deletion_code(args["token"], args["code"]):
+        if not AccountService.verify_account_deletion_code(args.token, args.code):
             raise InvalidAccountDeletionCodeError()
 
         AccountService.delete_account(account)
@@ -342,21 +446,15 @@ class AccountDeleteApi(Resource):
         return {"result": "success"}
 
 
-parser_feedback = (
-    reqparse.RequestParser()
-    .add_argument("email", type=str, required=True, location="json")
-    .add_argument("feedback", type=str, required=True, location="json")
-)
-
-
 @console_ns.route("/account/delete/feedback")
 class AccountDeleteUpdateFeedbackApi(Resource):
-    @api.expect(parser_feedback)
+    @console_ns.expect(console_ns.models[AccountDeletionFeedbackPayload.__name__])
     @setup_required
     def post(self):
-        args = parser_feedback.parse_args()
+        payload = console_ns.payload or {}
+        args = AccountDeletionFeedbackPayload.model_validate(payload)
 
-        BillingService.update_account_deletion_feedback(args["email"], args["feedback"])
+        BillingService.update_account_deletion_feedback(args.email, args.feedback)
 
         return {"result": "success"}
 
@@ -379,14 +477,6 @@ class EducationVerifyApi(Resource):
         return BillingService.EducationIdentity.verify(account.id, account.email)
 
 
-parser_edu = (
-    reqparse.RequestParser()
-    .add_argument("token", type=str, required=True, location="json")
-    .add_argument("institution", type=str, required=True, location="json")
-    .add_argument("role", type=str, required=True, location="json")
-)
-
-
 @console_ns.route("/account/education")
 class EducationApi(Resource):
     status_fields = {
@@ -396,7 +486,7 @@ class EducationApi(Resource):
         "allow_refresh": fields.Boolean,
     }
 
-    @api.expect(parser_edu)
+    @console_ns.expect(console_ns.models[EducationActivatePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -405,9 +495,10 @@ class EducationApi(Resource):
     def post(self):
         account, _ = current_account_with_tenant()
 
-        args = parser_edu.parse_args()
+        payload = console_ns.payload or {}
+        args = EducationActivatePayload.model_validate(payload)
 
-        return BillingService.EducationIdentity.activate(account, args["token"], args["institution"], args["role"])
+        return BillingService.EducationIdentity.activate(account, args.token, args.institution, args.role)
 
     @setup_required
     @login_required
@@ -425,14 +516,6 @@ class EducationApi(Resource):
         return res
 
 
-parser_autocomplete = (
-    reqparse.RequestParser()
-    .add_argument("keywords", type=str, required=True, location="args")
-    .add_argument("page", type=int, required=False, location="args", default=0)
-    .add_argument("limit", type=int, required=False, location="args", default=20)
-)
-
-
 @console_ns.route("/account/education/autocomplete")
 class EducationAutoCompleteApi(Resource):
     data_fields = {
@@ -441,7 +524,7 @@ class EducationAutoCompleteApi(Resource):
         "has_next": fields.Boolean,
     }
 
-    @api.expect(parser_autocomplete)
+    @console_ns.expect(console_ns.models[EducationAutocompleteQuery.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -449,46 +532,39 @@ class EducationAutoCompleteApi(Resource):
     @cloud_edition_billing_enabled
     @marshal_with(data_fields)
     def get(self):
-        args = parser_autocomplete.parse_args()
+        payload = request.args.to_dict(flat=True)  # type: ignore
+        args = EducationAutocompleteQuery.model_validate(payload)
 
-        return BillingService.EducationIdentity.autocomplete(args["keywords"], args["page"], args["limit"])
-
-
-parser_change_email = (
-    reqparse.RequestParser()
-    .add_argument("email", type=email, required=True, location="json")
-    .add_argument("language", type=str, required=False, location="json")
-    .add_argument("phase", type=str, required=False, location="json")
-    .add_argument("token", type=str, required=False, location="json")
-)
+        return BillingService.EducationIdentity.autocomplete(args.keywords, args.page, args.limit)
 
 
 @console_ns.route("/account/change-email")
 class ChangeEmailSendEmailApi(Resource):
-    @api.expect(parser_change_email)
+    @console_ns.expect(console_ns.models[ChangeEmailSendPayload.__name__])
     @enable_change_email
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
         current_user, _ = current_account_with_tenant()
-        args = parser_change_email.parse_args()
+        payload = console_ns.payload or {}
+        args = ChangeEmailSendPayload.model_validate(payload)
 
         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"
         account = None
-        user_email = args["email"]
-        if args["phase"] is not None and args["phase"] == "new_email":
-            if args["token"] is None:
+        user_email = args.email
+        if args.phase is not None and args.phase == "new_email":
+            if args.token is None:
                 raise InvalidTokenError()
 
-            reset_data = AccountService.get_change_email_data(args["token"])
+            reset_data = AccountService.get_change_email_data(args.token)
             if reset_data is None:
                 raise InvalidTokenError()
             user_email = reset_data.get("email", "")
@@ -497,118 +573,103 @@ class ChangeEmailSendEmailApi(Resource):
                 raise InvalidEmailError()
         else:
             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()
             if account is None:
                 raise AccountNotFound()
 
         token = AccountService.send_change_email_email(
-            account=account, email=args["email"], old_email=user_email, language=language, phase=args["phase"]
+            account=account, email=args.email, old_email=user_email, language=language, phase=args.phase
         )
         return {"result": "success", "data": token}
 
 
-parser_validity = (
-    reqparse.RequestParser()
-    .add_argument("email", type=email, required=True, location="json")
-    .add_argument("code", type=str, required=True, location="json")
-    .add_argument("token", type=str, required=True, nullable=False, location="json")
-)
-
-
 @console_ns.route("/account/change-email/validity")
 class ChangeEmailCheckApi(Resource):
-    @api.expect(parser_validity)
+    @console_ns.expect(console_ns.models[ChangeEmailValidityPayload.__name__])
     @enable_change_email
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        args = parser_validity.parse_args()
+        payload = console_ns.payload or {}
+        args = ChangeEmailValidityPayload.model_validate(payload)
 
-        user_email = args["email"]
+        user_email = args.email
 
-        is_change_email_error_rate_limit = AccountService.is_change_email_error_rate_limit(args["email"])
+        is_change_email_error_rate_limit = AccountService.is_change_email_error_rate_limit(args.email)
         if is_change_email_error_rate_limit:
             raise EmailChangeLimitError()
 
-        token_data = AccountService.get_change_email_data(args["token"])
+        token_data = AccountService.get_change_email_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_change_email_error_rate_limit(args["email"])
+        if args.code != token_data.get("code"):
+            AccountService.add_change_email_error_rate_limit(args.email)
             raise EmailCodeError()
 
         # Verified, revoke the first token
-        AccountService.revoke_change_email_token(args["token"])
+        AccountService.revoke_change_email_token(args.token)
 
         # Refresh token data by generating a new token
         _, new_token = AccountService.generate_change_email_token(
-            user_email, code=args["code"], old_email=token_data.get("old_email"), additional_data={}
+            user_email, code=args.code, old_email=token_data.get("old_email"), additional_data={}
         )
 
-        AccountService.reset_change_email_error_rate_limit(args["email"])
+        AccountService.reset_change_email_error_rate_limit(args.email)
         return {"is_valid": True, "email": token_data.get("email"), "token": new_token}
 
 
-parser_reset = (
-    reqparse.RequestParser()
-    .add_argument("new_email", type=email, required=True, location="json")
-    .add_argument("token", type=str, required=True, nullable=False, location="json")
-)
-
-
 @console_ns.route("/account/change-email/reset")
 class ChangeEmailResetApi(Resource):
-    @api.expect(parser_reset)
+    @console_ns.expect(console_ns.models[ChangeEmailResetPayload.__name__])
     @enable_change_email
     @setup_required
     @login_required
     @account_initialization_required
     @marshal_with(account_fields)
     def post(self):
-        args = parser_reset.parse_args()
+        payload = console_ns.payload or {}
+        args = ChangeEmailResetPayload.model_validate(payload)
 
-        if AccountService.is_account_in_freeze(args["new_email"]):
+        if AccountService.is_account_in_freeze(args.new_email):
             raise AccountInFreezeError()
 
-        if not AccountService.check_email_unique(args["new_email"]):
+        if not AccountService.check_email_unique(args.new_email):
             raise EmailAlreadyInUseError()
 
-        reset_data = AccountService.get_change_email_data(args["token"])
+        reset_data = AccountService.get_change_email_data(args.token)
         if not reset_data:
             raise InvalidTokenError()
 
-        AccountService.revoke_change_email_token(args["token"])
+        AccountService.revoke_change_email_token(args.token)
 
         old_email = reset_data.get("old_email", "")
         current_user, _ = current_account_with_tenant()
         if current_user.email != old_email:
             raise AccountNotFound()
 
-        updated_account = AccountService.update_account_email(current_user, email=args["new_email"])
+        updated_account = AccountService.update_account_email(current_user, email=args.new_email)
 
         AccountService.send_change_email_completed_notify_email(
-            email=args["new_email"],
+            email=args.new_email,
         )
 
         return updated_account
 
 
-parser_check = reqparse.RequestParser().add_argument("email", type=email, required=True, location="json")
-
-
 @console_ns.route("/account/change-email/check-email-unique")
 class CheckEmailUnique(Resource):
-    @api.expect(parser_check)
+    @console_ns.expect(console_ns.models[CheckEmailUniquePayload.__name__])
     @setup_required
     def post(self):
-        args = parser_check.parse_args()
-        if AccountService.is_account_in_freeze(args["email"]):
+        payload = console_ns.payload or {}
+        args = CheckEmailUniquePayload.model_validate(payload)
+        if AccountService.is_account_in_freeze(args.email):
             raise AccountInFreezeError()
-        if not AccountService.check_email_unique(args["email"]):
+        if not AccountService.check_email_unique(args.email):
             raise EmailAlreadyInUseError()
         return {"result": "success"}

api/controllers/console/workspace/agent_providers.py

@@ -1,6 +1,6 @@
 from flask_restx import Resource, fields
 
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, setup_required
 from core.model_runtime.utils.encoders import jsonable_encoder
 from libs.login import current_account_with_tenant, login_required
@@ -9,9 +9,9 @@ from services.agent_service import AgentService
 
 @console_ns.route("/workspaces/current/agent-providers")
 class AgentProviderListApi(Resource):
-    @api.doc("list_agent_providers")
-    @api.doc(description="Get list of available agent providers")
-    @api.response(
+    @console_ns.doc("list_agent_providers")
+    @console_ns.doc(description="Get list of available agent providers")
+    @console_ns.response(
         200,
         "Success",
         fields.List(fields.Raw(description="Agent provider information")),
@@ -31,10 +31,10 @@ class AgentProviderListApi(Resource):
 
 @console_ns.route("/workspaces/current/agent-provider/<path:provider_name>")
 class AgentProviderApi(Resource):
-    @api.doc("get_agent_provider")
-    @api.doc(description="Get specific agent provider details")
-    @api.doc(params={"provider_name": "Agent provider name"})
-    @api.response(
+    @console_ns.doc("get_agent_provider")
+    @console_ns.doc(description="Get specific agent provider details")
+    @console_ns.doc(params={"provider_name": "Agent provider name"})
+    @console_ns.response(
         200,
         "Success",
         fields.Raw(description="Agent provider details"),

api/controllers/console/workspace/endpoint.py

@@ -1,62 +1,82 @@
-from flask_restx import Resource, fields, reqparse
-from werkzeug.exceptions import Forbidden
+from typing import Any
 
-from controllers.console import api, console_ns
-from controllers.console.wraps import account_initialization_required, setup_required
+from flask import request
+from flask_restx import Resource, fields
+from pydantic import BaseModel, Field
+
+from controllers.console import console_ns
+from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
 from core.model_runtime.utils.encoders import jsonable_encoder
 from core.plugin.impl.exc import PluginPermissionDeniedError
 from libs.login import current_account_with_tenant, login_required
 from services.plugin.endpoint_service import EndpointService
 
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class EndpointCreatePayload(BaseModel):
+    plugin_unique_identifier: str
+    settings: dict[str, Any]
+    name: str = Field(min_length=1)
+
+
+class EndpointIdPayload(BaseModel):
+    endpoint_id: str
+
+
+class EndpointUpdatePayload(EndpointIdPayload):
+    settings: dict[str, Any]
+    name: str = Field(min_length=1)
+
+
+class EndpointListQuery(BaseModel):
+    page: int = Field(ge=1)
+    page_size: int = Field(gt=0)
+
+
+class EndpointListForPluginQuery(EndpointListQuery):
+    plugin_id: 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(EndpointCreatePayload)
+reg(EndpointIdPayload)
+reg(EndpointUpdatePayload)
+reg(EndpointListQuery)
+reg(EndpointListForPluginQuery)
+
 
 @console_ns.route("/workspaces/current/endpoints/create")
 class EndpointCreateApi(Resource):
-    @api.doc("create_endpoint")
-    @api.doc(description="Create a new plugin endpoint")
-    @api.expect(
-        api.model(
-            "EndpointCreateRequest",
-            {
-                "plugin_unique_identifier": fields.String(required=True, description="Plugin unique identifier"),
-                "settings": fields.Raw(required=True, description="Endpoint settings"),
-                "name": fields.String(required=True, description="Endpoint name"),
-            },
-        )
-    )
-    @api.response(
+    @console_ns.doc("create_endpoint")
+    @console_ns.doc(description="Create a new plugin endpoint")
+    @console_ns.expect(console_ns.models[EndpointCreatePayload.__name__])
+    @console_ns.response(
         200,
         "Endpoint created successfully",
-        api.model("EndpointCreateResponse", {"success": fields.Boolean(description="Operation success")}),
+        console_ns.model("EndpointCreateResponse", {"success": fields.Boolean(description="Operation success")}),
     )
-    @api.response(403, "Admin privileges required")
+    @console_ns.response(403, "Admin privileges required")
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
         user, tenant_id = current_account_with_tenant()
-        if not user.is_admin_or_owner:
-            raise Forbidden()
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("plugin_unique_identifier", type=str, required=True)
-            .add_argument("settings", type=dict, required=True)
-            .add_argument("name", type=str, required=True)
-        )
-        args = parser.parse_args()
-
-        plugin_unique_identifier = args["plugin_unique_identifier"]
-        settings = args["settings"]
-        name = args["name"]
+        args = EndpointCreatePayload.model_validate(console_ns.payload)
 
         try:
             return {
                 "success": EndpointService.create_endpoint(
                     tenant_id=tenant_id,
                     user_id=user.id,
-                    plugin_unique_identifier=plugin_unique_identifier,
-                    name=name,
-                    settings=settings,
+                    plugin_unique_identifier=args.plugin_unique_identifier,
+                    name=args.name,
+                    settings=args.settings,
                 )
             }
         except PluginPermissionDeniedError as e:
@@ -65,17 +85,15 @@ class EndpointCreateApi(Resource):
 
 @console_ns.route("/workspaces/current/endpoints/list")
 class EndpointListApi(Resource):
-    @api.doc("list_endpoints")
-    @api.doc(description="List plugin endpoints with pagination")
-    @api.expect(
-        api.parser()
-        .add_argument("page", type=int, required=True, location="args", help="Page number")
-        .add_argument("page_size", type=int, required=True, location="args", help="Page size")
-    )
-    @api.response(
+    @console_ns.doc("list_endpoints")
+    @console_ns.doc(description="List plugin endpoints with pagination")
+    @console_ns.expect(console_ns.models[EndpointListQuery.__name__])
+    @console_ns.response(
         200,
         "Success",
-        api.model("EndpointListResponse", {"endpoints": fields.List(fields.Raw(description="Endpoint information"))}),
+        console_ns.model(
+            "EndpointListResponse", {"endpoints": fields.List(fields.Raw(description="Endpoint information"))}
+        ),
     )
     @setup_required
     @login_required
@@ -83,15 +101,10 @@ class EndpointListApi(Resource):
     def get(self):
         user, tenant_id = current_account_with_tenant()
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("page", type=int, required=True, location="args")
-            .add_argument("page_size", type=int, required=True, location="args")
-        )
-        args = parser.parse_args()
+        args = EndpointListQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
-        page = args["page"]
-        page_size = args["page_size"]
+        page = args.page
+        page_size = args.page_size
 
         return jsonable_encoder(
             {
@@ -107,18 +120,13 @@ class EndpointListApi(Resource):
 
 @console_ns.route("/workspaces/current/endpoints/list/plugin")
 class EndpointListForSinglePluginApi(Resource):
-    @api.doc("list_plugin_endpoints")
-    @api.doc(description="List endpoints for a specific plugin")
-    @api.expect(
-        api.parser()
-        .add_argument("page", type=int, required=True, location="args", help="Page number")
-        .add_argument("page_size", type=int, required=True, location="args", help="Page size")
-        .add_argument("plugin_id", type=str, required=True, location="args", help="Plugin ID")
-    )
-    @api.response(
+    @console_ns.doc("list_plugin_endpoints")
+    @console_ns.doc(description="List endpoints for a specific plugin")
+    @console_ns.expect(console_ns.models[EndpointListForPluginQuery.__name__])
+    @console_ns.response(
         200,
         "Success",
-        api.model(
+        console_ns.model(
             "PluginEndpointListResponse", {"endpoints": fields.List(fields.Raw(description="Endpoint information"))}
         ),
     )
@@ -128,17 +136,11 @@ class EndpointListForSinglePluginApi(Resource):
     def get(self):
         user, tenant_id = current_account_with_tenant()
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("page", type=int, required=True, location="args")
-            .add_argument("page_size", type=int, required=True, location="args")
-            .add_argument("plugin_id", type=str, required=True, location="args")
-        )
-        args = parser.parse_args()
+        args = EndpointListForPluginQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
-        page = args["page"]
-        page_size = args["page_size"]
-        plugin_id = args["plugin_id"]
+        page = args.page
+        page_size = args.page_size
+        plugin_id = args.plugin_id
 
         return jsonable_encoder(
             {
@@ -155,147 +157,111 @@ class EndpointListForSinglePluginApi(Resource):
 
 @console_ns.route("/workspaces/current/endpoints/delete")
 class EndpointDeleteApi(Resource):
-    @api.doc("delete_endpoint")
-    @api.doc(description="Delete a plugin endpoint")
-    @api.expect(
-        api.model("EndpointDeleteRequest", {"endpoint_id": fields.String(required=True, description="Endpoint ID")})
-    )
-    @api.response(
+    @console_ns.doc("delete_endpoint")
+    @console_ns.doc(description="Delete a plugin endpoint")
+    @console_ns.expect(console_ns.models[EndpointIdPayload.__name__])
+    @console_ns.response(
         200,
         "Endpoint deleted successfully",
-        api.model("EndpointDeleteResponse", {"success": fields.Boolean(description="Operation success")}),
+        console_ns.model("EndpointDeleteResponse", {"success": fields.Boolean(description="Operation success")}),
     )
-    @api.response(403, "Admin privileges required")
+    @console_ns.response(403, "Admin privileges required")
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
         user, tenant_id = current_account_with_tenant()
 
-        parser = reqparse.RequestParser().add_argument("endpoint_id", type=str, required=True)
-        args = parser.parse_args()
-
-        if not user.is_admin_or_owner:
-            raise Forbidden()
-
-        endpoint_id = args["endpoint_id"]
+        args = EndpointIdPayload.model_validate(console_ns.payload)
 
         return {
-            "success": EndpointService.delete_endpoint(tenant_id=tenant_id, user_id=user.id, endpoint_id=endpoint_id)
+            "success": EndpointService.delete_endpoint(
+                tenant_id=tenant_id, user_id=user.id, endpoint_id=args.endpoint_id
+            )
         }
 
 
 @console_ns.route("/workspaces/current/endpoints/update")
 class EndpointUpdateApi(Resource):
-    @api.doc("update_endpoint")
-    @api.doc(description="Update a plugin endpoint")
-    @api.expect(
-        api.model(
-            "EndpointUpdateRequest",
-            {
-                "endpoint_id": fields.String(required=True, description="Endpoint ID"),
-                "settings": fields.Raw(required=True, description="Updated settings"),
-                "name": fields.String(required=True, description="Updated name"),
-            },
-        )
-    )
-    @api.response(
+    @console_ns.doc("update_endpoint")
+    @console_ns.doc(description="Update a plugin endpoint")
+    @console_ns.expect(console_ns.models[EndpointUpdatePayload.__name__])
+    @console_ns.response(
         200,
         "Endpoint updated successfully",
-        api.model("EndpointUpdateResponse", {"success": fields.Boolean(description="Operation success")}),
+        console_ns.model("EndpointUpdateResponse", {"success": fields.Boolean(description="Operation success")}),
     )
-    @api.response(403, "Admin privileges required")
+    @console_ns.response(403, "Admin privileges required")
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
         user, tenant_id = current_account_with_tenant()
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("endpoint_id", type=str, required=True)
-            .add_argument("settings", type=dict, required=True)
-            .add_argument("name", type=str, required=True)
-        )
-        args = parser.parse_args()
-
-        endpoint_id = args["endpoint_id"]
-        settings = args["settings"]
-        name = args["name"]
-
-        if not user.is_admin_or_owner:
-            raise Forbidden()
+        args = EndpointUpdatePayload.model_validate(console_ns.payload)
 
         return {
             "success": EndpointService.update_endpoint(
                 tenant_id=tenant_id,
                 user_id=user.id,
-                endpoint_id=endpoint_id,
-                name=name,
-                settings=settings,
+                endpoint_id=args.endpoint_id,
+                name=args.name,
+                settings=args.settings,
             )
         }
 
 
 @console_ns.route("/workspaces/current/endpoints/enable")
 class EndpointEnableApi(Resource):
-    @api.doc("enable_endpoint")
-    @api.doc(description="Enable a plugin endpoint")
-    @api.expect(
-        api.model("EndpointEnableRequest", {"endpoint_id": fields.String(required=True, description="Endpoint ID")})
-    )
-    @api.response(
+    @console_ns.doc("enable_endpoint")
+    @console_ns.doc(description="Enable a plugin endpoint")
+    @console_ns.expect(console_ns.models[EndpointIdPayload.__name__])
+    @console_ns.response(
         200,
         "Endpoint enabled successfully",
-        api.model("EndpointEnableResponse", {"success": fields.Boolean(description="Operation success")}),
+        console_ns.model("EndpointEnableResponse", {"success": fields.Boolean(description="Operation success")}),
     )
-    @api.response(403, "Admin privileges required")
+    @console_ns.response(403, "Admin privileges required")
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
         user, tenant_id = current_account_with_tenant()
 
-        parser = reqparse.RequestParser().add_argument("endpoint_id", type=str, required=True)
-        args = parser.parse_args()
-
-        endpoint_id = args["endpoint_id"]
-
-        if not user.is_admin_or_owner:
-            raise Forbidden()
+        args = EndpointIdPayload.model_validate(console_ns.payload)
 
         return {
-            "success": EndpointService.enable_endpoint(tenant_id=tenant_id, user_id=user.id, endpoint_id=endpoint_id)
+            "success": EndpointService.enable_endpoint(
+                tenant_id=tenant_id, user_id=user.id, endpoint_id=args.endpoint_id
+            )
         }
 
 
 @console_ns.route("/workspaces/current/endpoints/disable")
 class EndpointDisableApi(Resource):
-    @api.doc("disable_endpoint")
-    @api.doc(description="Disable a plugin endpoint")
-    @api.expect(
-        api.model("EndpointDisableRequest", {"endpoint_id": fields.String(required=True, description="Endpoint ID")})
-    )
-    @api.response(
+    @console_ns.doc("disable_endpoint")
+    @console_ns.doc(description="Disable a plugin endpoint")
+    @console_ns.expect(console_ns.models[EndpointIdPayload.__name__])
+    @console_ns.response(
         200,
         "Endpoint disabled successfully",
-        api.model("EndpointDisableResponse", {"success": fields.Boolean(description="Operation success")}),
+        console_ns.model("EndpointDisableResponse", {"success": fields.Boolean(description="Operation success")}),
     )
-    @api.response(403, "Admin privileges required")
+    @console_ns.response(403, "Admin privileges required")
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
         user, tenant_id = current_account_with_tenant()
 
-        parser = reqparse.RequestParser().add_argument("endpoint_id", type=str, required=True)
-        args = parser.parse_args()
-
-        endpoint_id = args["endpoint_id"]
-
-        if not user.is_admin_or_owner:
-            raise Forbidden()
+        args = EndpointIdPayload.model_validate(console_ns.payload)
 
         return {
-            "success": EndpointService.disable_endpoint(tenant_id=tenant_id, user_id=user.id, endpoint_id=endpoint_id)
+            "success": EndpointService.disable_endpoint(
+                tenant_id=tenant_id, user_id=user.id, endpoint_id=args.endpoint_id
+            )
         }

api/controllers/console/workspace/members.py

@@ -1,11 +1,12 @@
 from urllib import parse
 
 from flask import abort, request
-from flask_restx import Resource, marshal_with, reqparse
+from flask_restx import Resource, marshal_with
+from pydantic import BaseModel, Field
 
 import services
 from configs import dify_config
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.auth.error import (
     CannotTransferOwnerToSelfError,
     EmailCodeError,
@@ -31,6 +32,42 @@ from services.account_service import AccountService, RegisterService, TenantServ
 from services.errors.account import AccountAlreadyInTenantError
 from services.feature_service import FeatureService
 
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class MemberInvitePayload(BaseModel):
+    emails: list[str] = Field(default_factory=list)
+    role: TenantAccountRole
+    language: str | None = None
+
+
+class MemberRoleUpdatePayload(BaseModel):
+    role: str
+
+
+class OwnerTransferEmailPayload(BaseModel):
+    language: str | None = None
+
+
+class OwnerTransferCheckPayload(BaseModel):
+    code: str
+    token: str
+
+
+class OwnerTransferPayload(BaseModel):
+    token: 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(MemberInvitePayload)
+reg(MemberRoleUpdatePayload)
+reg(OwnerTransferEmailPayload)
+reg(OwnerTransferCheckPayload)
+reg(OwnerTransferPayload)
+
 
 @console_ns.route("/workspaces/current/members")
 class MemberListApi(Resource):
@@ -48,29 +85,22 @@ class MemberListApi(Resource):
         return {"result": "success", "accounts": members}, 200
 
 
-parser_invite = (
-    reqparse.RequestParser()
-    .add_argument("emails", type=list, required=True, location="json")
-    .add_argument("role", type=str, required=True, default="admin", location="json")
-    .add_argument("language", type=str, required=False, location="json")
-)
-
-
 @console_ns.route("/workspaces/current/members/invite-email")
 class MemberInviteEmailApi(Resource):
     """Invite a new member by email."""
 
-    @api.expect(parser_invite)
+    @console_ns.expect(console_ns.models[MemberInvitePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("members")
     def post(self):
-        args = parser_invite.parse_args()
+        payload = console_ns.payload or {}
+        args = MemberInvitePayload.model_validate(payload)
 
-        invitee_emails = args["emails"]
-        invitee_role = args["role"]
-        interface_language = args["language"]
+        invitee_emails = args.emails
+        invitee_role = args.role
+        interface_language = args.language
         if not TenantAccountRole.is_non_owner_role(invitee_role):
             return {"code": "invalid-role", "message": "Invalid role"}, 400
         current_user, _ = current_account_with_tenant()
@@ -146,20 +176,18 @@ class MemberCancelInviteApi(Resource):
         }, 200
 
 
-parser_update = reqparse.RequestParser().add_argument("role", type=str, required=True, location="json")
-
-
 @console_ns.route("/workspaces/current/members/<uuid:member_id>/update-role")
 class MemberUpdateRoleApi(Resource):
     """Update member role."""
 
-    @api.expect(parser_update)
+    @console_ns.expect(console_ns.models[MemberRoleUpdatePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def put(self, member_id):
-        args = parser_update.parse_args()
-        new_role = args["role"]
+        payload = console_ns.payload or {}
+        args = MemberRoleUpdatePayload.model_validate(payload)
+        new_role = args.role
 
         if not TenantAccountRole.is_valid_role(new_role):
             return {"code": "invalid-role", "message": "Invalid role"}, 400
@@ -197,20 +225,18 @@ class DatasetOperatorMemberListApi(Resource):
         return {"result": "success", "accounts": members}, 200
 
 
-parser_send = reqparse.RequestParser().add_argument("language", type=str, required=False, location="json")
-
-
 @console_ns.route("/workspaces/current/members/send-owner-transfer-confirm-email")
 class SendOwnerTransferEmailApi(Resource):
     """Send owner transfer email."""
 
-    @api.expect(parser_send)
+    @console_ns.expect(console_ns.models[OwnerTransferEmailPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @is_allow_transfer_owner
     def post(self):
-        args = parser_send.parse_args()
+        payload = console_ns.payload or {}
+        args = OwnerTransferEmailPayload.model_validate(payload)
         ip_address = extract_remote_ip(request)
         if AccountService.is_email_send_ip_limit(ip_address):
             raise EmailSendIpLimitError()
@@ -221,7 +247,7 @@ class SendOwnerTransferEmailApi(Resource):
         if not TenantService.is_owner(current_user, current_user.current_tenant):
             raise NotOwnerError()
 
-        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"
@@ -238,22 +264,16 @@ class SendOwnerTransferEmailApi(Resource):
         return {"result": "success", "data": token}
 
 
-parser_owner = (
-    reqparse.RequestParser()
-    .add_argument("code", type=str, required=True, location="json")
-    .add_argument("token", type=str, required=True, nullable=False, location="json")
-)
-
-
 @console_ns.route("/workspaces/current/members/owner-transfer-check")
 class OwnerTransferCheckApi(Resource):
-    @api.expect(parser_owner)
+    @console_ns.expect(console_ns.models[OwnerTransferCheckPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @is_allow_transfer_owner
     def post(self):
-        args = parser_owner.parse_args()
+        payload = console_ns.payload or {}
+        args = OwnerTransferCheckPayload.model_validate(payload)
         # check if the current user is the owner of the workspace
         current_user, _ = current_account_with_tenant()
         if not current_user.current_tenant:
@@ -267,41 +287,37 @@ class OwnerTransferCheckApi(Resource):
         if is_owner_transfer_error_rate_limit:
             raise OwnerTransferLimitError()
 
-        token_data = AccountService.get_owner_transfer_data(args["token"])
+        token_data = AccountService.get_owner_transfer_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"):
+        if args.code != token_data.get("code"):
             AccountService.add_owner_transfer_error_rate_limit(user_email)
             raise EmailCodeError()
 
         # Verified, revoke the first token
-        AccountService.revoke_owner_transfer_token(args["token"])
+        AccountService.revoke_owner_transfer_token(args.token)
 
         # Refresh token data by generating a new token
-        _, new_token = AccountService.generate_owner_transfer_token(user_email, code=args["code"], additional_data={})
+        _, new_token = AccountService.generate_owner_transfer_token(user_email, code=args.code, additional_data={})
 
         AccountService.reset_owner_transfer_error_rate_limit(user_email)
         return {"is_valid": True, "email": token_data.get("email"), "token": new_token}
 
 
-parser_owner_transfer = reqparse.RequestParser().add_argument(
-    "token", type=str, required=True, nullable=False, location="json"
-)
-
-
 @console_ns.route("/workspaces/current/members/<uuid:member_id>/owner-transfer")
 class OwnerTransfer(Resource):
-    @api.expect(parser_owner_transfer)
+    @console_ns.expect(console_ns.models[OwnerTransferPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @is_allow_transfer_owner
     def post(self, member_id):
-        args = parser_owner_transfer.parse_args()
+        payload = console_ns.payload or {}
+        args = OwnerTransferPayload.model_validate(payload)
 
         # check if the current user is the owner of the workspace
         current_user, _ = current_account_with_tenant()
@@ -313,14 +329,14 @@ class OwnerTransfer(Resource):
         if current_user.id == str(member_id):
             raise CannotTransferOwnerToSelfError()
 
-        transfer_token_data = AccountService.get_owner_transfer_data(args["token"])
+        transfer_token_data = AccountService.get_owner_transfer_data(args.token)
         if not transfer_token_data:
             raise InvalidTokenError()
 
         if transfer_token_data.get("email") != current_user.email:
             raise InvalidEmailError()
 
-        AccountService.revoke_owner_transfer_token(args["token"])
+        AccountService.revoke_owner_transfer_token(args.token)
 
         member = db.session.get(Account, str(member_id))
         if not member:

api/controllers/console/workspace/model_providers.py

@@ -1,32 +1,97 @@
 import io
+from typing import Any, Literal
 
-from flask import send_file
-from flask_restx import Resource, reqparse
-from werkzeug.exceptions import Forbidden
+from flask import request, send_file
+from flask_restx import Resource
+from pydantic import BaseModel, Field, field_validator
 
-from controllers.console import api, console_ns
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console import console_ns
+from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
 from core.model_runtime.entities.model_entities import ModelType
 from core.model_runtime.errors.validate import CredentialsValidateFailedError
 from core.model_runtime.utils.encoders import jsonable_encoder
-from libs.helper import StrLen, uuid_value
+from libs.helper import uuid_value
 from libs.login import current_account_with_tenant, login_required
 from services.billing_service import BillingService
 from services.model_provider_service import ModelProviderService
 
-parser_model = reqparse.RequestParser().add_argument(
-    "model_type",
-    type=str,
-    required=False,
-    nullable=True,
-    choices=[mt.value for mt in ModelType],
-    location="args",
-)
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class ParserModelList(BaseModel):
+    model_type: ModelType | None = None
+
+
+class ParserCredentialId(BaseModel):
+    credential_id: str | None = None
+
+    @field_validator("credential_id")
+    @classmethod
+    def validate_optional_credential_id(cls, value: str | None) -> str | None:
+        if value is None:
+            return value
+        return uuid_value(value)
+
+
+class ParserCredentialCreate(BaseModel):
+    credentials: dict[str, Any]
+    name: str | None = Field(default=None, max_length=30)
+
+
+class ParserCredentialUpdate(BaseModel):
+    credential_id: str
+    credentials: dict[str, Any]
+    name: str | None = Field(default=None, max_length=30)
+
+    @field_validator("credential_id")
+    @classmethod
+    def validate_update_credential_id(cls, value: str) -> str:
+        return uuid_value(value)
+
+
+class ParserCredentialDelete(BaseModel):
+    credential_id: str
+
+    @field_validator("credential_id")
+    @classmethod
+    def validate_delete_credential_id(cls, value: str) -> str:
+        return uuid_value(value)
+
+
+class ParserCredentialSwitch(BaseModel):
+    credential_id: str
+
+    @field_validator("credential_id")
+    @classmethod
+    def validate_switch_credential_id(cls, value: str) -> str:
+        return uuid_value(value)
+
+
+class ParserCredentialValidate(BaseModel):
+    credentials: dict[str, Any]
+
+
+class ParserPreferredProviderType(BaseModel):
+    preferred_provider_type: Literal["system", "custom"]
+
+
+def reg(cls: type[BaseModel]):
+    console_ns.schema_model(cls.__name__, cls.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
+
+
+reg(ParserModelList)
+reg(ParserCredentialId)
+reg(ParserCredentialCreate)
+reg(ParserCredentialUpdate)
+reg(ParserCredentialDelete)
+reg(ParserCredentialSwitch)
+reg(ParserCredentialValidate)
+reg(ParserPreferredProviderType)
 
 
 @console_ns.route("/workspaces/current/model-providers")
 class ModelProviderListApi(Resource):
-    @api.expect(parser_model)
+    @console_ns.expect(console_ns.models[ParserModelList.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -34,38 +99,18 @@ class ModelProviderListApi(Resource):
         _, current_tenant_id = current_account_with_tenant()
         tenant_id = current_tenant_id
 
-        args = parser_model.parse_args()
+        payload = request.args.to_dict(flat=True)  # type: ignore
+        args = ParserModelList.model_validate(payload)
 
         model_provider_service = ModelProviderService()
-        provider_list = model_provider_service.get_provider_list(tenant_id=tenant_id, model_type=args.get("model_type"))
+        provider_list = model_provider_service.get_provider_list(tenant_id=tenant_id, model_type=args.model_type)
 
         return jsonable_encoder({"data": provider_list})
 
 
-parser_cred = reqparse.RequestParser().add_argument(
-    "credential_id", type=uuid_value, required=False, nullable=True, location="args"
-)
-parser_post_cred = (
-    reqparse.RequestParser()
-    .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
-    .add_argument("name", type=StrLen(30), required=False, nullable=True, location="json")
-)
-
-parser_put_cred = (
-    reqparse.RequestParser()
-    .add_argument("credential_id", type=uuid_value, required=True, nullable=False, location="json")
-    .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
-    .add_argument("name", type=StrLen(30), required=False, nullable=True, location="json")
-)
-
-parser_delete_cred = reqparse.RequestParser().add_argument(
-    "credential_id", type=uuid_value, required=True, nullable=False, location="json"
-)
-
-
 @console_ns.route("/workspaces/current/model-providers/<path:provider>/credentials")
 class ModelProviderCredentialApi(Resource):
-    @api.expect(parser_cred)
+    @console_ns.expect(console_ns.models[ParserCredentialId.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -73,25 +118,25 @@ class ModelProviderCredentialApi(Resource):
         _, current_tenant_id = current_account_with_tenant()
         tenant_id = current_tenant_id
         # if credential_id is not provided, return current used credential
-        args = parser_cred.parse_args()
+        payload = request.args.to_dict(flat=True)  # type: ignore
+        args = ParserCredentialId.model_validate(payload)
 
         model_provider_service = ModelProviderService()
         credentials = model_provider_service.get_provider_credential(
-            tenant_id=tenant_id, provider=provider, credential_id=args.get("credential_id")
+            tenant_id=tenant_id, provider=provider, credential_id=args.credential_id
         )
 
         return {"credentials": credentials}
 
-    @api.expect(parser_post_cred)
+    @console_ns.expect(console_ns.models[ParserCredentialCreate.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider: str):
-        current_user, current_tenant_id = current_account_with_tenant()
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
-
-        args = parser_post_cred.parse_args()
+        _, current_tenant_id = current_account_with_tenant()
+        payload = console_ns.payload or {}
+        args = ParserCredentialCreate.model_validate(payload)
 
         model_provider_service = ModelProviderService()
 
@@ -99,24 +144,24 @@ class ModelProviderCredentialApi(Resource):
             model_provider_service.create_provider_credential(
                 tenant_id=current_tenant_id,
                 provider=provider,
-                credentials=args["credentials"],
-                credential_name=args["name"],
+                credentials=args.credentials,
+                credential_name=args.name,
             )
         except CredentialsValidateFailedError as ex:
             raise ValueError(str(ex))
 
         return {"result": "success"}, 201
 
-    @api.expect(parser_put_cred)
+    @console_ns.expect(console_ns.models[ParserCredentialUpdate.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def put(self, provider: str):
-        current_user, current_tenant_id = current_account_with_tenant()
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
+        _, current_tenant_id = current_account_with_tenant()
 
-        args = parser_put_cred.parse_args()
+        payload = console_ns.payload or {}
+        args = ParserCredentialUpdate.model_validate(payload)
 
         model_provider_service = ModelProviderService()
 
@@ -124,74 +169,64 @@ class ModelProviderCredentialApi(Resource):
             model_provider_service.update_provider_credential(
                 tenant_id=current_tenant_id,
                 provider=provider,
-                credentials=args["credentials"],
-                credential_id=args["credential_id"],
-                credential_name=args["name"],
+                credentials=args.credentials,
+                credential_id=args.credential_id,
+                credential_name=args.name,
             )
         except CredentialsValidateFailedError as ex:
             raise ValueError(str(ex))
 
         return {"result": "success"}
 
-    @api.expect(parser_delete_cred)
+    @console_ns.expect(console_ns.models[ParserCredentialDelete.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def delete(self, provider: str):
-        current_user, current_tenant_id = current_account_with_tenant()
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
-
-        args = parser_delete_cred.parse_args()
+        _, current_tenant_id = current_account_with_tenant()
+        payload = console_ns.payload or {}
+        args = ParserCredentialDelete.model_validate(payload)
 
         model_provider_service = ModelProviderService()
         model_provider_service.remove_provider_credential(
-            tenant_id=current_tenant_id, provider=provider, credential_id=args["credential_id"]
+            tenant_id=current_tenant_id, provider=provider, credential_id=args.credential_id
         )
 
         return {"result": "success"}, 204
 
 
-parser_switch = reqparse.RequestParser().add_argument(
-    "credential_id", type=str, required=True, nullable=False, location="json"
-)
-
-
 @console_ns.route("/workspaces/current/model-providers/<path:provider>/credentials/switch")
 class ModelProviderCredentialSwitchApi(Resource):
-    @api.expect(parser_switch)
+    @console_ns.expect(console_ns.models[ParserCredentialSwitch.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider: str):
-        current_user, current_tenant_id = current_account_with_tenant()
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
-        args = parser_switch.parse_args()
+        _, current_tenant_id = current_account_with_tenant()
+        payload = console_ns.payload or {}
+        args = ParserCredentialSwitch.model_validate(payload)
 
         service = ModelProviderService()
         service.switch_active_provider_credential(
             tenant_id=current_tenant_id,
             provider=provider,
-            credential_id=args["credential_id"],
+            credential_id=args.credential_id,
         )
         return {"result": "success"}
 
 
-parser_validate = reqparse.RequestParser().add_argument(
-    "credentials", type=dict, required=True, nullable=False, location="json"
-)
-
-
 @console_ns.route("/workspaces/current/model-providers/<path:provider>/credentials/validate")
 class ModelProviderValidateApi(Resource):
-    @api.expect(parser_validate)
+    @console_ns.expect(console_ns.models[ParserCredentialValidate.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def post(self, provider: str):
         _, current_tenant_id = current_account_with_tenant()
-        args = parser_validate.parse_args()
+        payload = console_ns.payload or {}
+        args = ParserCredentialValidate.model_validate(payload)
 
         tenant_id = current_tenant_id
 
@@ -202,7 +237,7 @@ class ModelProviderValidateApi(Resource):
 
         try:
             model_provider_service.validate_provider_credentials(
-                tenant_id=tenant_id, provider=provider, credentials=args["credentials"]
+                tenant_id=tenant_id, provider=provider, credentials=args.credentials
             )
         except CredentialsValidateFailedError as ex:
             result = False
@@ -235,34 +270,24 @@ class ModelProviderIconApi(Resource):
         return send_file(io.BytesIO(icon), mimetype=mimetype)
 
 
-parser_preferred = reqparse.RequestParser().add_argument(
-    "preferred_provider_type",
-    type=str,
-    required=True,
-    nullable=False,
-    choices=["system", "custom"],
-    location="json",
-)
-
-
 @console_ns.route("/workspaces/current/model-providers/<path:provider>/preferred-provider-type")
 class PreferredProviderTypeUpdateApi(Resource):
-    @api.expect(parser_preferred)
+    @console_ns.expect(console_ns.models[ParserPreferredProviderType.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider: str):
-        current_user, current_tenant_id = current_account_with_tenant()
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
+        _, current_tenant_id = current_account_with_tenant()
 
         tenant_id = current_tenant_id
 
-        args = parser_preferred.parse_args()
+        payload = console_ns.payload or {}
+        args = ParserPreferredProviderType.model_validate(payload)
 
         model_provider_service = ModelProviderService()
         model_provider_service.switch_preferred_provider(
-            tenant_id=tenant_id, provider=provider, preferred_provider_type=args["preferred_provider_type"]
+            tenant_id=tenant_id, provider=provider, preferred_provider_type=args.preferred_provider_type
         )
 
         return {"result": "success"}

api/controllers/console/workspace/models.py

@@ -1,122 +1,176 @@
 import logging
+from typing import Any, cast
 
-from flask_restx import Resource, reqparse
-from werkzeug.exceptions import Forbidden
+from flask import request
+from flask_restx import Resource
+from pydantic import BaseModel, Field, field_validator
 
-from controllers.console import api, console_ns
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console import console_ns
+from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
 from core.model_runtime.entities.model_entities import ModelType
 from core.model_runtime.errors.validate import CredentialsValidateFailedError
 from core.model_runtime.utils.encoders import jsonable_encoder
-from libs.helper import StrLen, uuid_value
+from libs.helper import uuid_value
 from libs.login import current_account_with_tenant, login_required
 from services.model_load_balancing_service import ModelLoadBalancingService
 from services.model_provider_service import ModelProviderService
 
 logger = logging.getLogger(__name__)
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
 
 
-parser_get_default = reqparse.RequestParser().add_argument(
-    "model_type",
-    type=str,
-    required=True,
-    nullable=False,
-    choices=[mt.value for mt in ModelType],
-    location="args",
-)
-parser_post_default = reqparse.RequestParser().add_argument(
-    "model_settings", type=list, required=True, nullable=False, location="json"
-)
+class ParserGetDefault(BaseModel):
+    model_type: ModelType
+
+
+class ParserPostDefault(BaseModel):
+    class Inner(BaseModel):
+        model_type: ModelType
+        model: str | None = None
+        provider: str | None = None
+
+    model_settings: list[Inner]
+
+
+class ParserDeleteModels(BaseModel):
+    model: str
+    model_type: ModelType
+
+
+class LoadBalancingPayload(BaseModel):
+    configs: list[dict[str, Any]] | None = None
+    enabled: bool | None = None
+
+
+class ParserPostModels(BaseModel):
+    model: str
+    model_type: ModelType
+    load_balancing: LoadBalancingPayload | None = None
+    config_from: str | None = None
+    credential_id: str | None = None
+
+    @field_validator("credential_id")
+    @classmethod
+    def validate_credential_id(cls, value: str | None) -> str | None:
+        if value is None:
+            return value
+        return uuid_value(value)
+
+
+class ParserGetCredentials(BaseModel):
+    model: str
+    model_type: ModelType
+    config_from: str | None = None
+    credential_id: str | None = None
+
+    @field_validator("credential_id")
+    @classmethod
+    def validate_get_credential_id(cls, value: str | None) -> str | None:
+        if value is None:
+            return value
+        return uuid_value(value)
+
+
+class ParserCredentialBase(BaseModel):
+    model: str
+    model_type: ModelType
+
+
+class ParserCreateCredential(ParserCredentialBase):
+    name: str | None = Field(default=None, max_length=30)
+    credentials: dict[str, Any]
+
+
+class ParserUpdateCredential(ParserCredentialBase):
+    credential_id: str
+    credentials: dict[str, Any]
+    name: str | None = Field(default=None, max_length=30)
+
+    @field_validator("credential_id")
+    @classmethod
+    def validate_update_credential_id(cls, value: str) -> str:
+        return uuid_value(value)
+
+
+class ParserDeleteCredential(ParserCredentialBase):
+    credential_id: str
+
+    @field_validator("credential_id")
+    @classmethod
+    def validate_delete_credential_id(cls, value: str) -> str:
+        return uuid_value(value)
+
+
+class ParserParameter(BaseModel):
+    model: 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(ParserGetDefault)
+reg(ParserPostDefault)
+reg(ParserDeleteModels)
+reg(ParserPostModels)
+reg(ParserGetCredentials)
+reg(ParserCreateCredential)
+reg(ParserUpdateCredential)
+reg(ParserDeleteCredential)
+reg(ParserParameter)
 
 
 @console_ns.route("/workspaces/current/default-model")
 class DefaultModelApi(Resource):
-    @api.expect(parser_get_default)
+    @console_ns.expect(console_ns.models[ParserGetDefault.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def get(self):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_get_default.parse_args()
+        args = ParserGetDefault.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         model_provider_service = ModelProviderService()
         default_model_entity = model_provider_service.get_default_model_of_model_type(
-            tenant_id=tenant_id, model_type=args["model_type"]
+            tenant_id=tenant_id, model_type=args.model_type
         )
 
         return jsonable_encoder({"data": default_model_entity})
 
-    @api.expect(parser_post_default)
+    @console_ns.expect(console_ns.models[ParserPostDefault.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
-        current_user, tenant_id = current_account_with_tenant()
+        _, tenant_id = current_account_with_tenant()
 
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
-
-        args = parser_post_default.parse_args()
+        args = ParserPostDefault.model_validate(console_ns.payload)
         model_provider_service = ModelProviderService()
-        model_settings = args["model_settings"]
+        model_settings = args.model_settings
         for model_setting in model_settings:
-            if "model_type" not in model_setting or model_setting["model_type"] not in [mt.value for mt in ModelType]:
-                raise ValueError("invalid model type")
-
-            if "provider" not in model_setting:
+            if model_setting.provider is None:
                 continue
 
-            if "model" not in model_setting:
-                raise ValueError("invalid model")
-
             try:
                 model_provider_service.update_default_model_of_model_type(
                     tenant_id=tenant_id,
-                    model_type=model_setting["model_type"],
-                    provider=model_setting["provider"],
-                    model=model_setting["model"],
+                    model_type=model_setting.model_type,
+                    provider=model_setting.provider,
+                    model=cast(str, model_setting.model),
                 )
             except Exception as ex:
                 logger.exception(
                     "Failed to update default model, model type: %s, model: %s",
-                    model_setting["model_type"],
-                    model_setting.get("model"),
+                    model_setting.model_type,
+                    model_setting.model,
                 )
                 raise ex
 
         return {"result": "success"}
 
 
-parser_post_models = (
-    reqparse.RequestParser()
-    .add_argument("model", type=str, required=True, nullable=False, location="json")
-    .add_argument(
-        "model_type",
-        type=str,
-        required=True,
-        nullable=False,
-        choices=[mt.value for mt in ModelType],
-        location="json",
-    )
-    .add_argument("load_balancing", type=dict, required=False, nullable=True, location="json")
-    .add_argument("config_from", type=str, required=False, nullable=True, location="json")
-    .add_argument("credential_id", type=uuid_value, required=False, nullable=True, location="json")
-)
-parser_delete_models = (
-    reqparse.RequestParser()
-    .add_argument("model", type=str, required=True, nullable=False, location="json")
-    .add_argument(
-        "model_type",
-        type=str,
-        required=True,
-        nullable=False,
-        choices=[mt.value for mt in ModelType],
-        location="json",
-    )
-)
-
-
 @console_ns.route("/workspaces/current/model-providers/<path:provider>/models")
 class ModelProviderModelApi(Resource):
     @setup_required
@@ -130,171 +184,107 @@ class ModelProviderModelApi(Resource):
 
         return jsonable_encoder({"data": models})
 
-    @api.expect(parser_post_models)
+    @console_ns.expect(console_ns.models[ParserPostModels.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider: str):
         # To save the model's load balance configs
-        current_user, tenant_id = current_account_with_tenant()
+        _, tenant_id = current_account_with_tenant()
+        args = ParserPostModels.model_validate(console_ns.payload)
 
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
-        args = parser_post_models.parse_args()
-
-        if args.get("config_from", "") == "custom-model":
-            if not args.get("credential_id"):
+        if args.config_from == "custom-model":
+            if not args.credential_id:
                 raise ValueError("credential_id is required when configuring a custom-model")
             service = ModelProviderService()
             service.switch_active_custom_model_credential(
                 tenant_id=tenant_id,
                 provider=provider,
-                model_type=args["model_type"],
-                model=args["model"],
-                credential_id=args["credential_id"],
+                model_type=args.model_type,
+                model=args.model,
+                credential_id=args.credential_id,
             )
 
         model_load_balancing_service = ModelLoadBalancingService()
 
-        if "load_balancing" in args and args["load_balancing"] and "configs" in args["load_balancing"]:
+        if args.load_balancing and args.load_balancing.configs:
             # save load balancing configs
             model_load_balancing_service.update_load_balancing_configs(
                 tenant_id=tenant_id,
                 provider=provider,
-                model=args["model"],
-                model_type=args["model_type"],
-                configs=args["load_balancing"]["configs"],
-                config_from=args.get("config_from", ""),
+                model=args.model,
+                model_type=args.model_type,
+                configs=args.load_balancing.configs,
+                config_from=args.config_from or "",
             )
 
-            if args.get("load_balancing", {}).get("enabled"):
+            if args.load_balancing.enabled:
                 model_load_balancing_service.enable_model_load_balancing(
-                    tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"]
+                    tenant_id=tenant_id, provider=provider, model=args.model, model_type=args.model_type
                 )
             else:
                 model_load_balancing_service.disable_model_load_balancing(
-                    tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"]
+                    tenant_id=tenant_id, provider=provider, model=args.model, model_type=args.model_type
                 )
 
         return {"result": "success"}, 200
 
-    @api.expect(parser_delete_models)
+    @console_ns.expect(console_ns.models[ParserDeleteModels.__name__], validate=True)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def delete(self, provider: str):
-        current_user, tenant_id = current_account_with_tenant()
+        _, tenant_id = current_account_with_tenant()
 
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
-
-        args = parser_delete_models.parse_args()
+        args = ParserDeleteModels.model_validate(console_ns.payload)
 
         model_provider_service = ModelProviderService()
         model_provider_service.remove_model(
-            tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"]
+            tenant_id=tenant_id, provider=provider, model=args.model, model_type=args.model_type
         )
 
         return {"result": "success"}, 204
 
 
-parser_get_credentials = (
-    reqparse.RequestParser()
-    .add_argument("model", type=str, required=True, nullable=False, location="args")
-    .add_argument(
-        "model_type",
-        type=str,
-        required=True,
-        nullable=False,
-        choices=[mt.value for mt in ModelType],
-        location="args",
-    )
-    .add_argument("config_from", type=str, required=False, nullable=True, location="args")
-    .add_argument("credential_id", type=uuid_value, required=False, nullable=True, location="args")
-)
-
-
-parser_post_cred = (
-    reqparse.RequestParser()
-    .add_argument("model", type=str, required=True, nullable=False, location="json")
-    .add_argument(
-        "model_type",
-        type=str,
-        required=True,
-        nullable=False,
-        choices=[mt.value for mt in ModelType],
-        location="json",
-    )
-    .add_argument("name", type=StrLen(30), required=False, nullable=True, location="json")
-    .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
-)
-parser_put_cred = (
-    reqparse.RequestParser()
-    .add_argument("model", type=str, required=True, nullable=False, location="json")
-    .add_argument(
-        "model_type",
-        type=str,
-        required=True,
-        nullable=False,
-        choices=[mt.value for mt in ModelType],
-        location="json",
-    )
-    .add_argument("credential_id", type=uuid_value, required=True, nullable=False, location="json")
-    .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
-    .add_argument("name", type=StrLen(30), required=False, nullable=True, location="json")
-)
-parser_delete_cred = (
-    reqparse.RequestParser()
-    .add_argument("model", type=str, required=True, nullable=False, location="json")
-    .add_argument(
-        "model_type",
-        type=str,
-        required=True,
-        nullable=False,
-        choices=[mt.value for mt in ModelType],
-        location="json",
-    )
-    .add_argument("credential_id", type=uuid_value, required=True, nullable=False, location="json")
-)
-
-
 @console_ns.route("/workspaces/current/model-providers/<path:provider>/models/credentials")
 class ModelProviderModelCredentialApi(Resource):
-    @api.expect(parser_get_credentials)
+    @console_ns.expect(console_ns.models[ParserGetCredentials.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, provider: str):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_get_credentials.parse_args()
+        args = ParserGetCredentials.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         model_provider_service = ModelProviderService()
         current_credential = model_provider_service.get_model_credential(
             tenant_id=tenant_id,
             provider=provider,
-            model_type=args["model_type"],
-            model=args["model"],
-            credential_id=args.get("credential_id"),
+            model_type=args.model_type,
+            model=args.model,
+            credential_id=args.credential_id,
         )
 
         model_load_balancing_service = ModelLoadBalancingService()
         is_load_balancing_enabled, load_balancing_configs = model_load_balancing_service.get_load_balancing_configs(
             tenant_id=tenant_id,
             provider=provider,
-            model=args["model"],
-            model_type=args["model_type"],
-            config_from=args.get("config_from", ""),
+            model=args.model,
+            model_type=args.model_type,
+            config_from=args.config_from or "",
         )
 
-        if args.get("config_from", "") == "predefined-model":
+        if args.config_from == "predefined-model":
             available_credentials = model_provider_service.provider_manager.get_provider_available_credentials(
                 tenant_id=tenant_id, provider_name=provider
             )
         else:
-            model_type = ModelType.value_of(args["model_type"]).to_origin_model_type()
+            model_type = args.model_type
             available_credentials = model_provider_service.provider_manager.get_provider_model_available_credentials(
-                tenant_id=tenant_id, provider_name=provider, model_type=model_type, model_name=args["model"]
+                tenant_id=tenant_id, provider_name=provider, model_type=model_type, model_name=args.model
             )
 
         return jsonable_encoder(
@@ -311,17 +301,15 @@ class ModelProviderModelCredentialApi(Resource):
             }
         )
 
-    @api.expect(parser_post_cred)
+    @console_ns.expect(console_ns.models[ParserCreateCredential.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider: str):
-        current_user, tenant_id = current_account_with_tenant()
+        _, tenant_id = current_account_with_tenant()
 
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
-
-        args = parser_post_cred.parse_args()
+        args = ParserCreateCredential.model_validate(console_ns.payload)
 
         model_provider_service = ModelProviderService()
 
@@ -329,33 +317,30 @@ class ModelProviderModelCredentialApi(Resource):
             model_provider_service.create_model_credential(
                 tenant_id=tenant_id,
                 provider=provider,
-                model=args["model"],
-                model_type=args["model_type"],
-                credentials=args["credentials"],
-                credential_name=args["name"],
+                model=args.model,
+                model_type=args.model_type,
+                credentials=args.credentials,
+                credential_name=args.name,
             )
         except CredentialsValidateFailedError as ex:
             logger.exception(
                 "Failed to save model credentials, tenant_id: %s, model: %s, model_type: %s",
                 tenant_id,
-                args.get("model"),
-                args.get("model_type"),
+                args.model,
+                args.model_type,
             )
             raise ValueError(str(ex))
 
         return {"result": "success"}, 201
 
-    @api.expect(parser_put_cred)
+    @console_ns.expect(console_ns.models[ParserUpdateCredential.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def put(self, provider: str):
-        current_user, current_tenant_id = current_account_with_tenant()
-
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
-
-        args = parser_put_cred.parse_args()
+        _, current_tenant_id = current_account_with_tenant()
+        args = ParserUpdateCredential.model_validate(console_ns.payload)
 
         model_provider_service = ModelProviderService()
 
@@ -363,109 +348,87 @@ class ModelProviderModelCredentialApi(Resource):
             model_provider_service.update_model_credential(
                 tenant_id=current_tenant_id,
                 provider=provider,
-                model_type=args["model_type"],
-                model=args["model"],
-                credentials=args["credentials"],
-                credential_id=args["credential_id"],
-                credential_name=args["name"],
+                model_type=args.model_type,
+                model=args.model,
+                credentials=args.credentials,
+                credential_id=args.credential_id,
+                credential_name=args.name,
             )
         except CredentialsValidateFailedError as ex:
             raise ValueError(str(ex))
 
         return {"result": "success"}
 
-    @api.expect(parser_delete_cred)
+    @console_ns.expect(console_ns.models[ParserDeleteCredential.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def delete(self, provider: str):
-        current_user, current_tenant_id = current_account_with_tenant()
-
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
-        args = parser_delete_cred.parse_args()
+        _, current_tenant_id = current_account_with_tenant()
+        args = ParserDeleteCredential.model_validate(console_ns.payload)
 
         model_provider_service = ModelProviderService()
         model_provider_service.remove_model_credential(
             tenant_id=current_tenant_id,
             provider=provider,
-            model_type=args["model_type"],
-            model=args["model"],
-            credential_id=args["credential_id"],
+            model_type=args.model_type,
+            model=args.model,
+            credential_id=args.credential_id,
         )
 
         return {"result": "success"}, 204
 
 
-parser_switch = (
-    reqparse.RequestParser()
-    .add_argument("model", type=str, required=True, nullable=False, location="json")
-    .add_argument(
-        "model_type",
-        type=str,
-        required=True,
-        nullable=False,
-        choices=[mt.value for mt in ModelType],
-        location="json",
-    )
-    .add_argument("credential_id", type=str, required=True, nullable=False, location="json")
+class ParserSwitch(BaseModel):
+    model: str
+    model_type: ModelType
+    credential_id: str
+
+
+console_ns.schema_model(
+    ParserSwitch.__name__, ParserSwitch.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
 )
 
 
 @console_ns.route("/workspaces/current/model-providers/<path:provider>/models/credentials/switch")
 class ModelProviderModelCredentialSwitchApi(Resource):
-    @api.expect(parser_switch)
+    @console_ns.expect(console_ns.models[ParserSwitch.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider: str):
-        current_user, current_tenant_id = current_account_with_tenant()
-
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
-        args = parser_switch.parse_args()
+        _, current_tenant_id = current_account_with_tenant()
+        args = ParserSwitch.model_validate(console_ns.payload)
 
         service = ModelProviderService()
         service.add_model_credential_to_model_list(
             tenant_id=current_tenant_id,
             provider=provider,
-            model_type=args["model_type"],
-            model=args["model"],
-            credential_id=args["credential_id"],
+            model_type=args.model_type,
+            model=args.model,
+            credential_id=args.credential_id,
         )
         return {"result": "success"}
 
 
-parser_model_enable_disable = (
-    reqparse.RequestParser()
-    .add_argument("model", type=str, required=True, nullable=False, location="json")
-    .add_argument(
-        "model_type",
-        type=str,
-        required=True,
-        nullable=False,
-        choices=[mt.value for mt in ModelType],
-        location="json",
-    )
-)
-
-
 @console_ns.route(
     "/workspaces/current/model-providers/<path:provider>/models/enable", endpoint="model-provider-model-enable"
 )
 class ModelProviderModelEnableApi(Resource):
-    @api.expect(parser_model_enable_disable)
+    @console_ns.expect(console_ns.models[ParserDeleteModels.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def patch(self, provider: str):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_model_enable_disable.parse_args()
+        args = ParserDeleteModels.model_validate(console_ns.payload)
 
         model_provider_service = ModelProviderService()
         model_provider_service.enable_model(
-            tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"]
+            tenant_id=tenant_id, provider=provider, model=args.model, model_type=args.model_type
         )
 
         return {"result": "success"}
@@ -475,48 +438,43 @@ class ModelProviderModelEnableApi(Resource):
     "/workspaces/current/model-providers/<path:provider>/models/disable", endpoint="model-provider-model-disable"
 )
 class ModelProviderModelDisableApi(Resource):
-    @api.expect(parser_model_enable_disable)
+    @console_ns.expect(console_ns.models[ParserDeleteModels.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def patch(self, provider: str):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_model_enable_disable.parse_args()
+        args = ParserDeleteModels.model_validate(console_ns.payload)
 
         model_provider_service = ModelProviderService()
         model_provider_service.disable_model(
-            tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"]
+            tenant_id=tenant_id, provider=provider, model=args.model, model_type=args.model_type
         )
 
         return {"result": "success"}
 
 
-parser_validate = (
-    reqparse.RequestParser()
-    .add_argument("model", type=str, required=True, nullable=False, location="json")
-    .add_argument(
-        "model_type",
-        type=str,
-        required=True,
-        nullable=False,
-        choices=[mt.value for mt in ModelType],
-        location="json",
-    )
-    .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
+class ParserValidate(BaseModel):
+    model: str
+    model_type: ModelType
+    credentials: dict
+
+
+console_ns.schema_model(
+    ParserValidate.__name__, ParserValidate.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
 )
 
 
 @console_ns.route("/workspaces/current/model-providers/<path:provider>/models/credentials/validate")
 class ModelProviderModelValidateApi(Resource):
-    @api.expect(parser_validate)
+    @console_ns.expect(console_ns.models[ParserValidate.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def post(self, provider: str):
         _, tenant_id = current_account_with_tenant()
-
-        args = parser_validate.parse_args()
+        args = ParserValidate.model_validate(console_ns.payload)
 
         model_provider_service = ModelProviderService()
 
@@ -527,9 +485,9 @@ class ModelProviderModelValidateApi(Resource):
             model_provider_service.validate_model_credentials(
                 tenant_id=tenant_id,
                 provider=provider,
-                model=args["model"],
-                model_type=args["model_type"],
-                credentials=args["credentials"],
+                model=args.model,
+                model_type=args.model_type,
+                credentials=args.credentials,
             )
         except CredentialsValidateFailedError as ex:
             result = False
@@ -543,24 +501,19 @@ class ModelProviderModelValidateApi(Resource):
         return response
 
 
-parser_parameter = reqparse.RequestParser().add_argument(
-    "model", type=str, required=True, nullable=False, location="args"
-)
-
-
 @console_ns.route("/workspaces/current/model-providers/<path:provider>/models/parameter-rules")
 class ModelProviderModelParameterRuleApi(Resource):
-    @api.expect(parser_parameter)
+    @console_ns.expect(console_ns.models[ParserParameter.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, provider: str):
-        args = parser_parameter.parse_args()
+        args = ParserParameter.model_validate(request.args.to_dict(flat=True))  # type: ignore
         _, tenant_id = current_account_with_tenant()
 
         model_provider_service = ModelProviderService()
         parameter_rules = model_provider_service.get_model_parameter_rules(
-            tenant_id=tenant_id, provider=provider, model=args["model"]
+            tenant_id=tenant_id, provider=provider, model=args.model
         )
 
         return jsonable_encoder({"data": parameter_rules})

api/controllers/console/workspace/plugin.py

@@ -1,13 +1,15 @@
 import io
+from typing import Literal
 
 from flask import request, send_file
-from flask_restx import Resource, reqparse
+from flask_restx import Resource
+from pydantic import BaseModel, Field
 from werkzeug.exceptions import Forbidden
 
 from configs import dify_config
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.workspace import plugin_permission_required
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
 from core.model_runtime.utils.encoders import jsonable_encoder
 from core.plugin.impl.exc import PluginDaemonClientSideError
 from libs.login import current_account_with_tenant, login_required
@@ -17,6 +19,12 @@ from services.plugin.plugin_parameter_service import PluginParameterService
 from services.plugin.plugin_permission_service import PluginPermissionService
 from services.plugin.plugin_service import PluginService
 
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+def reg(cls: type[BaseModel]):
+    console_ns.schema_model(cls.__name__, cls.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
+
 
 @console_ns.route("/workspaces/current/plugin/debugging-key")
 class PluginDebuggingKeyApi(Resource):
@@ -37,88 +45,194 @@ class PluginDebuggingKeyApi(Resource):
             raise ValueError(e)
 
 
-parser_list = (
-    reqparse.RequestParser()
-    .add_argument("page", type=int, required=False, location="args", default=1)
-    .add_argument("page_size", type=int, required=False, location="args", default=256)
-)
+class ParserList(BaseModel):
+    page: int = Field(default=1)
+    page_size: int = Field(default=256)
+
+
+reg(ParserList)
 
 
 @console_ns.route("/workspaces/current/plugin/list")
 class PluginListApi(Resource):
-    @api.expect(parser_list)
+    @console_ns.expect(console_ns.models[ParserList.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def get(self):
         _, tenant_id = current_account_with_tenant()
-        args = parser_list.parse_args()
+        args = ParserList.model_validate(request.args.to_dict(flat=True))  # type: ignore
         try:
-            plugins_with_total = PluginService.list_with_total(tenant_id, args["page"], args["page_size"])
+            plugins_with_total = PluginService.list_with_total(tenant_id, args.page, args.page_size)
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
         return jsonable_encoder({"plugins": plugins_with_total.list, "total": plugins_with_total.total})
 
 
-parser_latest = reqparse.RequestParser().add_argument("plugin_ids", type=list, required=True, location="json")
+class ParserLatest(BaseModel):
+    plugin_ids: list[str]
+
+
+class ParserIcon(BaseModel):
+    tenant_id: str
+    filename: str
+
+
+class ParserAsset(BaseModel):
+    plugin_unique_identifier: str
+    file_name: str
+
+
+class ParserGithubUpload(BaseModel):
+    repo: str
+    version: str
+    package: str
+
+
+class ParserPluginIdentifiers(BaseModel):
+    plugin_unique_identifiers: list[str]
+
+
+class ParserGithubInstall(BaseModel):
+    plugin_unique_identifier: str
+    repo: str
+    version: str
+    package: str
+
+
+class ParserPluginIdentifierQuery(BaseModel):
+    plugin_unique_identifier: str
+
+
+class ParserTasks(BaseModel):
+    page: int
+    page_size: int
+
+
+class ParserMarketplaceUpgrade(BaseModel):
+    original_plugin_unique_identifier: str
+    new_plugin_unique_identifier: str
+
+
+class ParserGithubUpgrade(BaseModel):
+    original_plugin_unique_identifier: str
+    new_plugin_unique_identifier: str
+    repo: str
+    version: str
+    package: str
+
+
+class ParserUninstall(BaseModel):
+    plugin_installation_id: str
+
+
+class ParserPermissionChange(BaseModel):
+    install_permission: TenantPluginPermission.InstallPermission
+    debug_permission: TenantPluginPermission.DebugPermission
+
+
+class ParserDynamicOptions(BaseModel):
+    plugin_id: str
+    provider: str
+    action: str
+    parameter: str
+    credential_id: str | None = None
+    provider_type: Literal["tool", "trigger"]
+
+
+class PluginPermissionSettingsPayload(BaseModel):
+    install_permission: TenantPluginPermission.InstallPermission = TenantPluginPermission.InstallPermission.EVERYONE
+    debug_permission: TenantPluginPermission.DebugPermission = TenantPluginPermission.DebugPermission.EVERYONE
+
+
+class PluginAutoUpgradeSettingsPayload(BaseModel):
+    strategy_setting: TenantPluginAutoUpgradeStrategy.StrategySetting = (
+        TenantPluginAutoUpgradeStrategy.StrategySetting.FIX_ONLY
+    )
+    upgrade_time_of_day: int = 0
+    upgrade_mode: TenantPluginAutoUpgradeStrategy.UpgradeMode = TenantPluginAutoUpgradeStrategy.UpgradeMode.EXCLUDE
+    exclude_plugins: list[str] = Field(default_factory=list)
+    include_plugins: list[str] = Field(default_factory=list)
+
+
+class ParserPreferencesChange(BaseModel):
+    permission: PluginPermissionSettingsPayload
+    auto_upgrade: PluginAutoUpgradeSettingsPayload
+
+
+class ParserExcludePlugin(BaseModel):
+    plugin_id: str
+
+
+class ParserReadme(BaseModel):
+    plugin_unique_identifier: str
+    language: str = Field(default="en-US")
+
+
+reg(ParserLatest)
+reg(ParserIcon)
+reg(ParserAsset)
+reg(ParserGithubUpload)
+reg(ParserPluginIdentifiers)
+reg(ParserGithubInstall)
+reg(ParserPluginIdentifierQuery)
+reg(ParserTasks)
+reg(ParserMarketplaceUpgrade)
+reg(ParserGithubUpgrade)
+reg(ParserUninstall)
+reg(ParserPermissionChange)
+reg(ParserDynamicOptions)
+reg(ParserPreferencesChange)
+reg(ParserExcludePlugin)
+reg(ParserReadme)
 
 
 @console_ns.route("/workspaces/current/plugin/list/latest-versions")
 class PluginListLatestVersionsApi(Resource):
-    @api.expect(parser_latest)
+    @console_ns.expect(console_ns.models[ParserLatest.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        args = parser_latest.parse_args()
+        args = ParserLatest.model_validate(console_ns.payload)
 
         try:
-            versions = PluginService.list_latest_versions(args["plugin_ids"])
+            versions = PluginService.list_latest_versions(args.plugin_ids)
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
         return jsonable_encoder({"versions": versions})
 
 
-parser_ids = reqparse.RequestParser().add_argument("plugin_ids", type=list, required=True, location="json")
-
-
 @console_ns.route("/workspaces/current/plugin/list/installations/ids")
 class PluginListInstallationsFromIdsApi(Resource):
-    @api.expect(parser_ids)
+    @console_ns.expect(console_ns.models[ParserLatest.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_ids.parse_args()
+        args = ParserLatest.model_validate(console_ns.payload)
 
         try:
-            plugins = PluginService.list_installations_from_ids(tenant_id, args["plugin_ids"])
+            plugins = PluginService.list_installations_from_ids(tenant_id, args.plugin_ids)
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
         return jsonable_encoder({"plugins": plugins})
 
 
-parser_icon = (
-    reqparse.RequestParser()
-    .add_argument("tenant_id", type=str, required=True, location="args")
-    .add_argument("filename", type=str, required=True, location="args")
-)
-
-
 @console_ns.route("/workspaces/current/plugin/icon")
 class PluginIconApi(Resource):
-    @api.expect(parser_icon)
+    @console_ns.expect(console_ns.models[ParserIcon.__name__])
     @setup_required
     def get(self):
-        args = parser_icon.parse_args()
+        args = ParserIcon.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         try:
-            icon_bytes, mimetype = PluginService.get_asset(args["tenant_id"], args["filename"])
+            icon_bytes, mimetype = PluginService.get_asset(args.tenant_id, args.filename)
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
@@ -128,18 +242,16 @@ class PluginIconApi(Resource):
 
 @console_ns.route("/workspaces/current/plugin/asset")
 class PluginAssetApi(Resource):
+    @console_ns.expect(console_ns.models[ParserAsset.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def get(self):
-        req = reqparse.RequestParser()
-        req.add_argument("plugin_unique_identifier", type=str, required=True, location="args")
-        req.add_argument("file_name", type=str, required=True, location="args")
-        args = req.parse_args()
+        args = ParserAsset.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         _, tenant_id = current_account_with_tenant()
         try:
-            binary = PluginService.extract_asset(tenant_id, args["plugin_unique_identifier"], args["file_name"])
+            binary = PluginService.extract_asset(tenant_id, args.plugin_unique_identifier, args.file_name)
             return send_file(io.BytesIO(binary), mimetype="application/octet-stream")
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
@@ -169,17 +281,9 @@ class PluginUploadFromPkgApi(Resource):
         return jsonable_encoder(response)
 
 
-parser_github = (
-    reqparse.RequestParser()
-    .add_argument("repo", type=str, required=True, location="json")
-    .add_argument("version", type=str, required=True, location="json")
-    .add_argument("package", type=str, required=True, location="json")
-)
-
-
 @console_ns.route("/workspaces/current/plugin/upload/github")
 class PluginUploadFromGithubApi(Resource):
-    @api.expect(parser_github)
+    @console_ns.expect(console_ns.models[ParserGithubUpload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -187,10 +291,10 @@ class PluginUploadFromGithubApi(Resource):
     def post(self):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_github.parse_args()
+        args = ParserGithubUpload.model_validate(console_ns.payload)
 
         try:
-            response = PluginService.upload_pkg_from_github(tenant_id, args["repo"], args["version"], args["package"])
+            response = PluginService.upload_pkg_from_github(tenant_id, args.repo, args.version, args.package)
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
@@ -221,47 +325,28 @@ class PluginUploadFromBundleApi(Resource):
         return jsonable_encoder(response)
 
 
-parser_pkg = reqparse.RequestParser().add_argument(
-    "plugin_unique_identifiers", type=list, required=True, location="json"
-)
-
-
 @console_ns.route("/workspaces/current/plugin/install/pkg")
 class PluginInstallFromPkgApi(Resource):
-    @api.expect(parser_pkg)
+    @console_ns.expect(console_ns.models[ParserPluginIdentifiers.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @plugin_permission_required(install_required=True)
     def post(self):
         _, tenant_id = current_account_with_tenant()
-        args = parser_pkg.parse_args()
-
-        # check if all plugin_unique_identifiers are valid string
-        for plugin_unique_identifier in args["plugin_unique_identifiers"]:
-            if not isinstance(plugin_unique_identifier, str):
-                raise ValueError("Invalid plugin unique identifier")
+        args = ParserPluginIdentifiers.model_validate(console_ns.payload)
 
         try:
-            response = PluginService.install_from_local_pkg(tenant_id, args["plugin_unique_identifiers"])
+            response = PluginService.install_from_local_pkg(tenant_id, args.plugin_unique_identifiers)
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
         return jsonable_encoder(response)
 
 
-parser_githubapi = (
-    reqparse.RequestParser()
-    .add_argument("repo", type=str, required=True, location="json")
-    .add_argument("version", type=str, required=True, location="json")
-    .add_argument("package", type=str, required=True, location="json")
-    .add_argument("plugin_unique_identifier", type=str, required=True, location="json")
-)
-
-
 @console_ns.route("/workspaces/current/plugin/install/github")
 class PluginInstallFromGithubApi(Resource):
-    @api.expect(parser_githubapi)
+    @console_ns.expect(console_ns.models[ParserGithubInstall.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -269,15 +354,15 @@ class PluginInstallFromGithubApi(Resource):
     def post(self):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_githubapi.parse_args()
+        args = ParserGithubInstall.model_validate(console_ns.payload)
 
         try:
             response = PluginService.install_from_github(
                 tenant_id,
-                args["plugin_unique_identifier"],
-                args["repo"],
-                args["version"],
-                args["package"],
+                args.plugin_unique_identifier,
+                args.repo,
+                args.version,
+                args.package,
             )
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
@@ -285,14 +370,9 @@ class PluginInstallFromGithubApi(Resource):
         return jsonable_encoder(response)
 
 
-parser_marketplace = reqparse.RequestParser().add_argument(
-    "plugin_unique_identifiers", type=list, required=True, location="json"
-)
-
-
 @console_ns.route("/workspaces/current/plugin/install/marketplace")
 class PluginInstallFromMarketplaceApi(Resource):
-    @api.expect(parser_marketplace)
+    @console_ns.expect(console_ns.models[ParserPluginIdentifiers.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -300,43 +380,33 @@ class PluginInstallFromMarketplaceApi(Resource):
     def post(self):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_marketplace.parse_args()
-
-        # check if all plugin_unique_identifiers are valid string
-        for plugin_unique_identifier in args["plugin_unique_identifiers"]:
-            if not isinstance(plugin_unique_identifier, str):
-                raise ValueError("Invalid plugin unique identifier")
+        args = ParserPluginIdentifiers.model_validate(console_ns.payload)
 
         try:
-            response = PluginService.install_from_marketplace_pkg(tenant_id, args["plugin_unique_identifiers"])
+            response = PluginService.install_from_marketplace_pkg(tenant_id, args.plugin_unique_identifiers)
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
         return jsonable_encoder(response)
 
 
-parser_pkgapi = reqparse.RequestParser().add_argument(
-    "plugin_unique_identifier", type=str, required=True, location="args"
-)
-
-
 @console_ns.route("/workspaces/current/plugin/marketplace/pkg")
 class PluginFetchMarketplacePkgApi(Resource):
-    @api.expect(parser_pkgapi)
+    @console_ns.expect(console_ns.models[ParserPluginIdentifierQuery.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @plugin_permission_required(install_required=True)
     def get(self):
         _, tenant_id = current_account_with_tenant()
-        args = parser_pkgapi.parse_args()
+        args = ParserPluginIdentifierQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         try:
             return jsonable_encoder(
                 {
                     "manifest": PluginService.fetch_marketplace_pkg(
                         tenant_id,
-                        args["plugin_unique_identifier"],
+                        args.plugin_unique_identifier,
                     )
                 }
             )
@@ -344,14 +414,9 @@ class PluginFetchMarketplacePkgApi(Resource):
             raise ValueError(e)
 
 
-parser_fetch = reqparse.RequestParser().add_argument(
-    "plugin_unique_identifier", type=str, required=True, location="args"
-)
-
-
 @console_ns.route("/workspaces/current/plugin/fetch-manifest")
 class PluginFetchManifestApi(Resource):
-    @api.expect(parser_fetch)
+    @console_ns.expect(console_ns.models[ParserPluginIdentifierQuery.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -359,30 +424,19 @@ class PluginFetchManifestApi(Resource):
     def get(self):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_fetch.parse_args()
+        args = ParserPluginIdentifierQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         try:
             return jsonable_encoder(
-                {
-                    "manifest": PluginService.fetch_plugin_manifest(
-                        tenant_id, args["plugin_unique_identifier"]
-                    ).model_dump()
-                }
+                {"manifest": PluginService.fetch_plugin_manifest(tenant_id, args.plugin_unique_identifier).model_dump()}
             )
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
 
-parser_tasks = (
-    reqparse.RequestParser()
-    .add_argument("page", type=int, required=True, location="args")
-    .add_argument("page_size", type=int, required=True, location="args")
-)
-
-
 @console_ns.route("/workspaces/current/plugin/tasks")
 class PluginFetchInstallTasksApi(Resource):
-    @api.expect(parser_tasks)
+    @console_ns.expect(console_ns.models[ParserTasks.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -390,12 +444,10 @@ class PluginFetchInstallTasksApi(Resource):
     def get(self):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_tasks.parse_args()
+        args = ParserTasks.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         try:
-            return jsonable_encoder(
-                {"tasks": PluginService.fetch_install_tasks(tenant_id, args["page"], args["page_size"])}
-            )
+            return jsonable_encoder({"tasks": PluginService.fetch_install_tasks(tenant_id, args.page, args.page_size)})
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
@@ -460,16 +512,9 @@ class PluginDeleteInstallTaskItemApi(Resource):
             raise ValueError(e)
 
 
-parser_marketplace_api = (
-    reqparse.RequestParser()
-    .add_argument("original_plugin_unique_identifier", type=str, required=True, location="json")
-    .add_argument("new_plugin_unique_identifier", type=str, required=True, location="json")
-)
-
-
 @console_ns.route("/workspaces/current/plugin/upgrade/marketplace")
 class PluginUpgradeFromMarketplaceApi(Resource):
-    @api.expect(parser_marketplace_api)
+    @console_ns.expect(console_ns.models[ParserMarketplaceUpgrade.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -477,31 +522,21 @@ class PluginUpgradeFromMarketplaceApi(Resource):
     def post(self):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_marketplace_api.parse_args()
+        args = ParserMarketplaceUpgrade.model_validate(console_ns.payload)
 
         try:
             return jsonable_encoder(
                 PluginService.upgrade_plugin_with_marketplace(
-                    tenant_id, args["original_plugin_unique_identifier"], args["new_plugin_unique_identifier"]
+                    tenant_id, args.original_plugin_unique_identifier, args.new_plugin_unique_identifier
                 )
             )
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
 
-parser_github_post = (
-    reqparse.RequestParser()
-    .add_argument("original_plugin_unique_identifier", type=str, required=True, location="json")
-    .add_argument("new_plugin_unique_identifier", type=str, required=True, location="json")
-    .add_argument("repo", type=str, required=True, location="json")
-    .add_argument("version", type=str, required=True, location="json")
-    .add_argument("package", type=str, required=True, location="json")
-)
-
-
 @console_ns.route("/workspaces/current/plugin/upgrade/github")
 class PluginUpgradeFromGithubApi(Resource):
-    @api.expect(parser_github_post)
+    @console_ns.expect(console_ns.models[ParserGithubUpgrade.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -509,56 +544,44 @@ class PluginUpgradeFromGithubApi(Resource):
     def post(self):
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_github_post.parse_args()
+        args = ParserGithubUpgrade.model_validate(console_ns.payload)
 
         try:
             return jsonable_encoder(
                 PluginService.upgrade_plugin_with_github(
                     tenant_id,
-                    args["original_plugin_unique_identifier"],
-                    args["new_plugin_unique_identifier"],
-                    args["repo"],
-                    args["version"],
-                    args["package"],
+                    args.original_plugin_unique_identifier,
+                    args.new_plugin_unique_identifier,
+                    args.repo,
+                    args.version,
+                    args.package,
                 )
             )
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
 
-parser_uninstall = reqparse.RequestParser().add_argument(
-    "plugin_installation_id", type=str, required=True, location="json"
-)
-
-
 @console_ns.route("/workspaces/current/plugin/uninstall")
 class PluginUninstallApi(Resource):
-    @api.expect(parser_uninstall)
+    @console_ns.expect(console_ns.models[ParserUninstall.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @plugin_permission_required(install_required=True)
     def post(self):
-        args = parser_uninstall.parse_args()
+        args = ParserUninstall.model_validate(console_ns.payload)
 
         _, tenant_id = current_account_with_tenant()
 
         try:
-            return {"success": PluginService.uninstall(tenant_id, args["plugin_installation_id"])}
+            return {"success": PluginService.uninstall(tenant_id, args.plugin_installation_id)}
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
 
 
-parser_change_post = (
-    reqparse.RequestParser()
-    .add_argument("install_permission", type=str, required=True, location="json")
-    .add_argument("debug_permission", type=str, required=True, location="json")
-)
-
-
 @console_ns.route("/workspaces/current/plugin/permission/change")
 class PluginChangePermissionApi(Resource):
-    @api.expect(parser_change_post)
+    @console_ns.expect(console_ns.models[ParserPermissionChange.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -568,14 +591,15 @@ class PluginChangePermissionApi(Resource):
         if not user.is_admin_or_owner:
             raise Forbidden()
 
-        args = parser_change_post.parse_args()
-
-        install_permission = TenantPluginPermission.InstallPermission(args["install_permission"])
-        debug_permission = TenantPluginPermission.DebugPermission(args["debug_permission"])
+        args = ParserPermissionChange.model_validate(console_ns.payload)
 
         tenant_id = current_tenant_id
 
-        return {"success": PluginPermissionService.change_permission(tenant_id, install_permission, debug_permission)}
+        return {
+            "success": PluginPermissionService.change_permission(
+                tenant_id, args.install_permission, args.debug_permission
+            )
+        }
 
 
 @console_ns.route("/workspaces/current/plugin/permission/fetch")
@@ -603,43 +627,29 @@ class PluginFetchPermissionApi(Resource):
         )
 
 
-parser_dynamic = (
-    reqparse.RequestParser()
-    .add_argument("plugin_id", type=str, required=True, location="args")
-    .add_argument("provider", type=str, required=True, location="args")
-    .add_argument("action", type=str, required=True, location="args")
-    .add_argument("parameter", type=str, required=True, location="args")
-    .add_argument("credential_id", type=str, required=False, location="args")
-    .add_argument("provider_type", type=str, required=True, location="args")
-)
-
-
 @console_ns.route("/workspaces/current/plugin/parameters/dynamic-options")
 class PluginFetchDynamicSelectOptionsApi(Resource):
-    @api.expect(parser_dynamic)
+    @console_ns.expect(console_ns.models[ParserDynamicOptions.__name__])
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def get(self):
-        # check if the user is admin or owner
         current_user, tenant_id = current_account_with_tenant()
-        if not current_user.is_admin_or_owner:
-            raise Forbidden()
-
         user_id = current_user.id
 
-        args = parser_dynamic.parse_args()
+        args = ParserDynamicOptions.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         try:
             options = PluginParameterService.get_dynamic_select_options(
                 tenant_id=tenant_id,
                 user_id=user_id,
-                plugin_id=args["plugin_id"],
-                provider=args["provider"],
-                action=args["action"],
-                parameter=args["parameter"],
-                credential_id=args["credential_id"],
-                provider_type=args["provider_type"],
+                plugin_id=args.plugin_id,
+                provider=args.provider,
+                action=args.action,
+                parameter=args.parameter,
+                credential_id=args.credential_id,
+                provider_type=args.provider_type,
             )
         except PluginDaemonClientSideError as e:
             raise ValueError(e)
@@ -647,16 +657,9 @@ class PluginFetchDynamicSelectOptionsApi(Resource):
         return jsonable_encoder({"options": options})
 
 
-parser_change = (
-    reqparse.RequestParser()
-    .add_argument("permission", type=dict, required=True, location="json")
-    .add_argument("auto_upgrade", type=dict, required=True, location="json")
-)
-
-
 @console_ns.route("/workspaces/current/plugin/preferences/change")
 class PluginChangePreferencesApi(Resource):
-    @api.expect(parser_change)
+    @console_ns.expect(console_ns.models[ParserPreferencesChange.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -665,22 +668,20 @@ class PluginChangePreferencesApi(Resource):
         if not user.is_admin_or_owner:
             raise Forbidden()
 
-        args = parser_change.parse_args()
+        args = ParserPreferencesChange.model_validate(console_ns.payload)
 
-        permission = args["permission"]
+        permission = args.permission
 
-        install_permission = TenantPluginPermission.InstallPermission(permission.get("install_permission", "everyone"))
-        debug_permission = TenantPluginPermission.DebugPermission(permission.get("debug_permission", "everyone"))
+        install_permission = permission.install_permission
+        debug_permission = permission.debug_permission
 
-        auto_upgrade = args["auto_upgrade"]
+        auto_upgrade = args.auto_upgrade
 
-        strategy_setting = TenantPluginAutoUpgradeStrategy.StrategySetting(
-            auto_upgrade.get("strategy_setting", "fix_only")
-        )
-        upgrade_time_of_day = auto_upgrade.get("upgrade_time_of_day", 0)
-        upgrade_mode = TenantPluginAutoUpgradeStrategy.UpgradeMode(auto_upgrade.get("upgrade_mode", "exclude"))
-        exclude_plugins = auto_upgrade.get("exclude_plugins", [])
-        include_plugins = auto_upgrade.get("include_plugins", [])
+        strategy_setting = auto_upgrade.strategy_setting
+        upgrade_time_of_day = auto_upgrade.upgrade_time_of_day
+        upgrade_mode = auto_upgrade.upgrade_mode
+        exclude_plugins = auto_upgrade.exclude_plugins
+        include_plugins = auto_upgrade.include_plugins
 
         # set permission
         set_permission_result = PluginPermissionService.change_permission(
@@ -745,12 +746,9 @@ class PluginFetchPreferencesApi(Resource):
         return jsonable_encoder({"permission": permission_dict, "auto_upgrade": auto_upgrade_dict})
 
 
-parser_exclude = reqparse.RequestParser().add_argument("plugin_id", type=str, required=True, location="json")
-
-
 @console_ns.route("/workspaces/current/plugin/preferences/autoupgrade/exclude")
 class PluginAutoUpgradeExcludePluginApi(Resource):
-    @api.expect(parser_exclude)
+    @console_ns.expect(console_ns.models[ParserExcludePlugin.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -758,26 +756,20 @@ class PluginAutoUpgradeExcludePluginApi(Resource):
         # exclude one single plugin
         _, tenant_id = current_account_with_tenant()
 
-        args = parser_exclude.parse_args()
+        args = ParserExcludePlugin.model_validate(console_ns.payload)
 
-        return jsonable_encoder({"success": PluginAutoUpgradeService.exclude_plugin(tenant_id, args["plugin_id"])})
+        return jsonable_encoder({"success": PluginAutoUpgradeService.exclude_plugin(tenant_id, args.plugin_id)})
 
 
 @console_ns.route("/workspaces/current/plugin/readme")
 class PluginReadmeApi(Resource):
+    @console_ns.expect(console_ns.models[ParserReadme.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def get(self):
         _, tenant_id = current_account_with_tenant()
-        parser = reqparse.RequestParser()
-        parser.add_argument("plugin_unique_identifier", type=str, required=True, location="args")
-        parser.add_argument("language", type=str, required=False, location="args")
-        args = parser.parse_args()
+        args = ParserReadme.model_validate(request.args.to_dict(flat=True))  # type: ignore
         return jsonable_encoder(
-            {
-                "readme": PluginService.fetch_plugin_readme(
-                    tenant_id, args["plugin_unique_identifier"], args.get("language", "en-US")
-                )
-            }
+            {"readme": PluginService.fetch_plugin_readme(tenant_id, args.plugin_unique_identifier, args.language)}
         )

api/controllers/console/workspace/tool_providers.py

@@ -10,10 +10,11 @@ from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden
 
 from configs import dify_config
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.wraps import (
     account_initialization_required,
     enterprise_license_required,
+    is_admin_or_owner_required,
     setup_required,
 )
 from core.entities.mcp_provider import MCPAuthentication, MCPConfiguration
@@ -64,7 +65,7 @@ parser_tool = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/workspaces/current/tool-providers")
 class ToolProviderListApi(Resource):
-    @api.expect(parser_tool)
+    @console_ns.expect(parser_tool)
     @setup_required
     @login_required
     @account_initialization_required
@@ -112,14 +113,13 @@ parser_delete = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/workspaces/current/tool-provider/builtin/<path:provider>/delete")
 class ToolBuiltinProviderDeleteApi(Resource):
-    @api.expect(parser_delete)
+    @console_ns.expect(parser_delete)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider):
-        user, tenant_id = current_account_with_tenant()
-        if not user.is_admin_or_owner:
-            raise Forbidden()
+        _, tenant_id = current_account_with_tenant()
 
         args = parser_delete.parse_args()
 
@@ -140,7 +140,7 @@ parser_add = (
 
 @console_ns.route("/workspaces/current/tool-provider/builtin/<path:provider>/add")
 class ToolBuiltinProviderAddApi(Resource):
-    @api.expect(parser_add)
+    @console_ns.expect(parser_add)
     @setup_required
     @login_required
     @account_initialization_required
@@ -174,16 +174,13 @@ parser_update = (
 
 @console_ns.route("/workspaces/current/tool-provider/builtin/<path:provider>/update")
 class ToolBuiltinProviderUpdateApi(Resource):
-    @api.expect(parser_update)
+    @console_ns.expect(parser_update)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider):
         user, tenant_id = current_account_with_tenant()
-
-        if not user.is_admin_or_owner:
-            raise Forbidden()
-
         user_id = user.id
 
         args = parser_update.parse_args()
@@ -239,16 +236,14 @@ parser_api_add = (
 
 @console_ns.route("/workspaces/current/tool-provider/api/add")
 class ToolApiProviderAddApi(Resource):
-    @api.expect(parser_api_add)
+    @console_ns.expect(parser_api_add)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
         user, tenant_id = current_account_with_tenant()
 
-        if not user.is_admin_or_owner:
-            raise Forbidden()
-
         user_id = user.id
 
         args = parser_api_add.parse_args()
@@ -272,7 +267,7 @@ parser_remote = reqparse.RequestParser().add_argument("url", type=str, required=
 
 @console_ns.route("/workspaces/current/tool-provider/api/remote")
 class ToolApiProviderGetRemoteSchemaApi(Resource):
-    @api.expect(parser_remote)
+    @console_ns.expect(parser_remote)
     @setup_required
     @login_required
     @account_initialization_required
@@ -297,7 +292,7 @@ parser_tools = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/workspaces/current/tool-provider/api/tools")
 class ToolApiProviderListToolsApi(Resource):
-    @api.expect(parser_tools)
+    @console_ns.expect(parser_tools)
     @setup_required
     @login_required
     @account_initialization_required
@@ -333,16 +328,14 @@ parser_api_update = (
 
 @console_ns.route("/workspaces/current/tool-provider/api/update")
 class ToolApiProviderUpdateApi(Resource):
-    @api.expect(parser_api_update)
+    @console_ns.expect(parser_api_update)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
         user, tenant_id = current_account_with_tenant()
 
-        if not user.is_admin_or_owner:
-            raise Forbidden()
-
         user_id = user.id
 
         args = parser_api_update.parse_args()
@@ -369,16 +362,14 @@ parser_api_delete = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/workspaces/current/tool-provider/api/delete")
 class ToolApiProviderDeleteApi(Resource):
-    @api.expect(parser_api_delete)
+    @console_ns.expect(parser_api_delete)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
         user, tenant_id = current_account_with_tenant()
 
-        if not user.is_admin_or_owner:
-            raise Forbidden()
-
         user_id = user.id
 
         args = parser_api_delete.parse_args()
@@ -395,7 +386,7 @@ parser_get = reqparse.RequestParser().add_argument("provider", type=str, require
 
 @console_ns.route("/workspaces/current/tool-provider/api/get")
 class ToolApiProviderGetApi(Resource):
-    @api.expect(parser_get)
+    @console_ns.expect(parser_get)
     @setup_required
     @login_required
     @account_initialization_required
@@ -435,7 +426,7 @@ parser_schema = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/workspaces/current/tool-provider/api/schema")
 class ToolApiProviderSchemaApi(Resource):
-    @api.expect(parser_schema)
+    @console_ns.expect(parser_schema)
     @setup_required
     @login_required
     @account_initialization_required
@@ -460,7 +451,7 @@ parser_pre = (
 
 @console_ns.route("/workspaces/current/tool-provider/api/test/pre")
 class ToolApiProviderPreviousTestApi(Resource):
-    @api.expect(parser_pre)
+    @console_ns.expect(parser_pre)
     @setup_required
     @login_required
     @account_initialization_required
@@ -493,16 +484,14 @@ parser_create = (
 
 @console_ns.route("/workspaces/current/tool-provider/workflow/create")
 class ToolWorkflowProviderCreateApi(Resource):
-    @api.expect(parser_create)
+    @console_ns.expect(parser_create)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
         user, tenant_id = current_account_with_tenant()
 
-        if not user.is_admin_or_owner:
-            raise Forbidden()
-
         user_id = user.id
 
         args = parser_create.parse_args()
@@ -536,16 +525,13 @@ parser_workflow_update = (
 
 @console_ns.route("/workspaces/current/tool-provider/workflow/update")
 class ToolWorkflowProviderUpdateApi(Resource):
-    @api.expect(parser_workflow_update)
+    @console_ns.expect(parser_workflow_update)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
         user, tenant_id = current_account_with_tenant()
-
-        if not user.is_admin_or_owner:
-            raise Forbidden()
-
         user_id = user.id
 
         args = parser_workflow_update.parse_args()
@@ -574,16 +560,14 @@ parser_workflow_delete = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/workspaces/current/tool-provider/workflow/delete")
 class ToolWorkflowProviderDeleteApi(Resource):
-    @api.expect(parser_workflow_delete)
+    @console_ns.expect(parser_workflow_delete)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self):
         user, tenant_id = current_account_with_tenant()
 
-        if not user.is_admin_or_owner:
-            raise Forbidden()
-
         user_id = user.id
 
         args = parser_workflow_delete.parse_args()
@@ -604,7 +588,7 @@ parser_wf_get = (
 
 @console_ns.route("/workspaces/current/tool-provider/workflow/get")
 class ToolWorkflowProviderGetApi(Resource):
-    @api.expect(parser_wf_get)
+    @console_ns.expect(parser_wf_get)
     @setup_required
     @login_required
     @account_initialization_required
@@ -640,7 +624,7 @@ parser_wf_tools = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/workspaces/current/tool-provider/workflow/tools")
 class ToolWorkflowProviderListToolApi(Resource):
-    @api.expect(parser_wf_tools)
+    @console_ns.expect(parser_wf_tools)
     @setup_required
     @login_required
     @account_initialization_required
@@ -734,18 +718,15 @@ class ToolLabelsApi(Resource):
 class ToolPluginOAuthApi(Resource):
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def get(self, provider):
         tool_provider = ToolProviderID(provider)
         plugin_id = tool_provider.plugin_id
         provider_name = tool_provider.provider_name
 
-        # todo check permission
         user, tenant_id = current_account_with_tenant()
 
-        if not user.is_admin_or_owner:
-            raise Forbidden()
-
         oauth_client_params = BuiltinToolManageService.get_oauth_client(tenant_id=tenant_id, provider=provider)
         if oauth_client_params is None:
             raise Forbidden("no oauth available client config found for this tool provider")
@@ -832,7 +813,7 @@ parser_default_cred = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/workspaces/current/tool-provider/builtin/<path:provider>/default-credential")
 class ToolBuiltinProviderSetDefaultApi(Resource):
-    @api.expect(parser_default_cred)
+    @console_ns.expect(parser_default_cred)
     @setup_required
     @login_required
     @account_initialization_required
@@ -853,17 +834,15 @@ parser_custom = (
 
 @console_ns.route("/workspaces/current/tool-provider/builtin/<path:provider>/oauth/custom-client")
 class ToolOAuthCustomClient(Resource):
-    @api.expect(parser_custom)
+    @console_ns.expect(parser_custom)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
-    def post(self, provider):
+    def post(self, provider: str):
         args = parser_custom.parse_args()
 
-        user, tenant_id = current_account_with_tenant()
-
-        if not user.is_admin_or_owner:
-            raise Forbidden()
+        _, tenant_id = current_account_with_tenant()
 
         return BuiltinToolManageService.save_custom_oauth_client_params(
             tenant_id=tenant_id,
@@ -953,7 +932,7 @@ parser_mcp_delete = reqparse.RequestParser().add_argument(
 
 @console_ns.route("/workspaces/current/tool-provider/mcp")
 class ToolProviderMCPApi(Resource):
-    @api.expect(parser_mcp)
+    @console_ns.expect(parser_mcp)
     @setup_required
     @login_required
     @account_initialization_required
@@ -983,7 +962,7 @@ class ToolProviderMCPApi(Resource):
             )
             return jsonable_encoder(result)
 
-    @api.expect(parser_mcp_put)
+    @console_ns.expect(parser_mcp_put)
     @setup_required
     @login_required
     @account_initialization_required
@@ -1022,7 +1001,7 @@ class ToolProviderMCPApi(Resource):
             )
             return {"result": "success"}
 
-    @api.expect(parser_mcp_delete)
+    @console_ns.expect(parser_mcp_delete)
     @setup_required
     @login_required
     @account_initialization_required
@@ -1045,7 +1024,7 @@ parser_auth = (
 
 @console_ns.route("/workspaces/current/tool-provider/mcp/auth")
 class ToolMCPAuthApi(Resource):
-    @api.expect(parser_auth)
+    @console_ns.expect(parser_auth)
     @setup_required
     @login_required
     @account_initialization_required
@@ -1163,7 +1142,7 @@ parser_cb = (
 
 @console_ns.route("/mcp/oauth/callback")
 class ToolMCPCallbackApi(Resource):
-    @api.expect(parser_cb)
+    @console_ns.expect(parser_cb)
     def get(self):
         args = parser_cb.parse_args()
         state_key = args["state"]

api/controllers/console/workspace/trigger_providers.py

@@ -6,8 +6,6 @@ from sqlalchemy.orm import Session
 from werkzeug.exceptions import BadRequest, Forbidden
 
 from configs import dify_config
-from controllers.console import api
-from controllers.console.wraps import account_initialization_required, setup_required
 from controllers.web.error import NotFoundError
 from core.model_runtime.utils.encoders import jsonable_encoder
 from core.plugin.entities.plugin_daemon import CredentialType
@@ -23,9 +21,13 @@ from services.trigger.trigger_provider_service import TriggerProviderService
 from services.trigger.trigger_subscription_builder_service import TriggerSubscriptionBuilderService
 from services.trigger.trigger_subscription_operator_service import TriggerSubscriptionOperatorService
 
+from .. import console_ns
+from ..wraps import account_initialization_required, is_admin_or_owner_required, setup_required
+
 logger = logging.getLogger(__name__)
 
 
+@console_ns.route("/workspaces/current/trigger-provider/<path:provider>/icon")
 class TriggerProviderIconApi(Resource):
     @setup_required
     @login_required
@@ -38,6 +40,7 @@ class TriggerProviderIconApi(Resource):
         return TriggerManager.get_trigger_plugin_icon(tenant_id=user.current_tenant_id, provider_id=provider)
 
 
+@console_ns.route("/workspaces/current/triggers")
 class TriggerProviderListApi(Resource):
     @setup_required
     @login_required
@@ -50,6 +53,7 @@ class TriggerProviderListApi(Resource):
         return jsonable_encoder(TriggerProviderService.list_trigger_providers(user.current_tenant_id))
 
 
+@console_ns.route("/workspaces/current/trigger-provider/<path:provider>/info")
 class TriggerProviderInfoApi(Resource):
     @setup_required
     @login_required
@@ -64,17 +68,16 @@ class TriggerProviderInfoApi(Resource):
         )
 
 
+@console_ns.route("/workspaces/current/trigger-provider/<path:provider>/subscriptions/list")
 class TriggerSubscriptionListApi(Resource):
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def get(self, provider):
         """List all trigger subscriptions for the current tenant's provider"""
         user = current_user
-        assert isinstance(user, Account)
         assert user.current_tenant_id is not None
-        if not user.is_admin_or_owner:
-            raise Forbidden()
 
         try:
             return jsonable_encoder(
@@ -89,20 +92,25 @@ class TriggerSubscriptionListApi(Resource):
             raise
 
 
+parser = reqparse.RequestParser().add_argument(
+    "credential_type", type=str, required=False, nullable=True, location="json"
+)
+
+
+@console_ns.route(
+    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/create",
+)
 class TriggerSubscriptionBuilderCreateApi(Resource):
+    @console_ns.expect(parser)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider):
         """Add a new subscription instance for a trigger provider"""
         user = current_user
-        assert isinstance(user, Account)
         assert user.current_tenant_id is not None
-        if not user.is_admin_or_owner:
-            raise Forbidden()
 
-        parser = reqparse.RequestParser()
-        parser.add_argument("credential_type", type=str, required=False, nullable=True, location="json")
         args = parser.parse_args()
 
         try:
@@ -119,6 +127,9 @@ class TriggerSubscriptionBuilderCreateApi(Resource):
             raise
 
 
+@console_ns.route(
+    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/<path:subscription_builder_id>",
+)
 class TriggerSubscriptionBuilderGetApi(Resource):
     @setup_required
     @login_required
@@ -130,22 +141,28 @@ class TriggerSubscriptionBuilderGetApi(Resource):
         )
 
 
+parser_api = (
+    reqparse.RequestParser()
+    # The credentials of the subscription builder
+    .add_argument("credentials", type=dict, required=False, nullable=True, location="json")
+)
+
+
+@console_ns.route(
+    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/verify/<path:subscription_builder_id>",
+)
 class TriggerSubscriptionBuilderVerifyApi(Resource):
+    @console_ns.expect(parser_api)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider, subscription_builder_id):
         """Verify a subscription instance for a trigger provider"""
         user = current_user
-        assert isinstance(user, Account)
         assert user.current_tenant_id is not None
-        if not user.is_admin_or_owner:
-            raise Forbidden()
 
-        parser = reqparse.RequestParser()
-        # The credentials of the subscription builder
-        parser.add_argument("credentials", type=dict, required=False, nullable=True, location="json")
-        args = parser.parse_args()
+        args = parser_api.parse_args()
 
         try:
             # Use atomic update_and_verify to prevent race conditions
@@ -163,7 +180,24 @@ class TriggerSubscriptionBuilderVerifyApi(Resource):
             raise ValueError(str(e)) from e
 
 
+parser_update_api = (
+    reqparse.RequestParser()
+    # The name of the subscription builder
+    .add_argument("name", type=str, required=False, nullable=True, location="json")
+    # The parameters of the subscription builder
+    .add_argument("parameters", type=dict, required=False, nullable=True, location="json")
+    # The properties of the subscription builder
+    .add_argument("properties", type=dict, required=False, nullable=True, location="json")
+    # The credentials of the subscription builder
+    .add_argument("credentials", type=dict, required=False, nullable=True, location="json")
+)
+
+
+@console_ns.route(
+    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/update/<path:subscription_builder_id>",
+)
 class TriggerSubscriptionBuilderUpdateApi(Resource):
+    @console_ns.expect(parser_update_api)
     @setup_required
     @login_required
     @account_initialization_required
@@ -173,16 +207,7 @@ class TriggerSubscriptionBuilderUpdateApi(Resource):
         assert isinstance(user, Account)
         assert user.current_tenant_id is not None
 
-        parser = reqparse.RequestParser()
-        # The name of the subscription builder
-        parser.add_argument("name", type=str, required=False, nullable=True, location="json")
-        # The parameters of the subscription builder
-        parser.add_argument("parameters", type=dict, required=False, nullable=True, location="json")
-        # The properties of the subscription builder
-        parser.add_argument("properties", type=dict, required=False, nullable=True, location="json")
-        # The credentials of the subscription builder
-        parser.add_argument("credentials", type=dict, required=False, nullable=True, location="json")
-        args = parser.parse_args()
+        args = parser_update_api.parse_args()
         try:
             return jsonable_encoder(
                 TriggerSubscriptionBuilderService.update_trigger_subscription_builder(
@@ -202,6 +227,9 @@ class TriggerSubscriptionBuilderUpdateApi(Resource):
             raise
 
 
+@console_ns.route(
+    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/logs/<path:subscription_builder_id>",
+)
 class TriggerSubscriptionBuilderLogsApi(Resource):
     @setup_required
     @login_required
@@ -220,28 +248,20 @@ class TriggerSubscriptionBuilderLogsApi(Resource):
             raise
 
 
+@console_ns.route(
+    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/build/<path:subscription_builder_id>",
+)
 class TriggerSubscriptionBuilderBuildApi(Resource):
+    @console_ns.expect(parser_update_api)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider, subscription_builder_id):
         """Build a subscription instance for a trigger provider"""
         user = current_user
-        assert isinstance(user, Account)
         assert user.current_tenant_id is not None
-        if not user.is_admin_or_owner:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        # The name of the subscription builder
-        parser.add_argument("name", type=str, required=False, nullable=True, location="json")
-        # The parameters of the subscription builder
-        parser.add_argument("parameters", type=dict, required=False, nullable=True, location="json")
-        # The properties of the subscription builder
-        parser.add_argument("properties", type=dict, required=False, nullable=True, location="json")
-        # The credentials of the subscription builder
-        parser.add_argument("credentials", type=dict, required=False, nullable=True, location="json")
-        args = parser.parse_args()
+        args = parser_update_api.parse_args()
         try:
             # Use atomic update_and_build to prevent race conditions
             TriggerSubscriptionBuilderService.update_and_build_builder(
@@ -261,17 +281,18 @@ class TriggerSubscriptionBuilderBuildApi(Resource):
             raise ValueError(str(e)) from e
 
 
+@console_ns.route(
+    "/workspaces/current/trigger-provider/<path:subscription_id>/subscriptions/delete",
+)
 class TriggerSubscriptionDeleteApi(Resource):
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, subscription_id: str):
         """Delete a subscription instance"""
         user = current_user
-        assert isinstance(user, Account)
         assert user.current_tenant_id is not None
-        if not user.is_admin_or_owner:
-            raise Forbidden()
 
         try:
             with Session(db.engine) as session:
@@ -296,6 +317,7 @@ class TriggerSubscriptionDeleteApi(Resource):
             raise
 
 
+@console_ns.route("/workspaces/current/trigger-provider/<path:provider>/subscriptions/oauth/authorize")
 class TriggerOAuthAuthorizeApi(Resource):
     @setup_required
     @login_required
@@ -379,6 +401,7 @@ class TriggerOAuthAuthorizeApi(Resource):
             raise
 
 
+@console_ns.route("/oauth/plugin/<path:provider>/trigger/callback")
 class TriggerOAuthCallbackApi(Resource):
     @setup_required
     def get(self, provider):
@@ -443,17 +466,23 @@ class TriggerOAuthCallbackApi(Resource):
         return redirect(f"{dify_config.CONSOLE_WEB_URL}/oauth-callback")
 
 
+parser_oauth_client = (
+    reqparse.RequestParser()
+    .add_argument("client_params", type=dict, required=False, nullable=True, location="json")
+    .add_argument("enabled", type=bool, required=False, nullable=True, location="json")
+)
+
+
+@console_ns.route("/workspaces/current/trigger-provider/<path:provider>/oauth/client")
 class TriggerOAuthClientManageApi(Resource):
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def get(self, provider):
         """Get OAuth client configuration for a provider"""
         user = current_user
-        assert isinstance(user, Account)
         assert user.current_tenant_id is not None
-        if not user.is_admin_or_owner:
-            raise Forbidden()
 
         try:
             provider_id = TriggerProviderID(provider)
@@ -491,21 +520,17 @@ class TriggerOAuthClientManageApi(Resource):
             logger.exception("Error getting OAuth client", exc_info=e)
             raise
 
+    @console_ns.expect(parser_oauth_client)
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def post(self, provider):
         """Configure custom OAuth client for a provider"""
         user = current_user
-        assert isinstance(user, Account)
         assert user.current_tenant_id is not None
-        if not user.is_admin_or_owner:
-            raise Forbidden()
 
-        parser = reqparse.RequestParser()
-        parser.add_argument("client_params", type=dict, required=False, nullable=True, location="json")
-        parser.add_argument("enabled", type=bool, required=False, nullable=True, location="json")
-        args = parser.parse_args()
+        args = parser_oauth_client.parse_args()
 
         try:
             provider_id = TriggerProviderID(provider)
@@ -524,14 +549,12 @@ class TriggerOAuthClientManageApi(Resource):
 
     @setup_required
     @login_required
+    @is_admin_or_owner_required
     @account_initialization_required
     def delete(self, provider):
         """Remove custom OAuth client configuration"""
         user = current_user
-        assert isinstance(user, Account)
         assert user.current_tenant_id is not None
-        if not user.is_admin_or_owner:
-            raise Forbidden()
 
         try:
             provider_id = TriggerProviderID(provider)
@@ -545,48 +568,3 @@ class TriggerOAuthClientManageApi(Resource):
         except Exception as e:
             logger.exception("Error removing OAuth client", exc_info=e)
             raise
-
-
-# Trigger Subscription
-api.add_resource(TriggerProviderIconApi, "/workspaces/current/trigger-provider/<path:provider>/icon")
-api.add_resource(TriggerProviderListApi, "/workspaces/current/triggers")
-api.add_resource(TriggerProviderInfoApi, "/workspaces/current/trigger-provider/<path:provider>/info")
-api.add_resource(TriggerSubscriptionListApi, "/workspaces/current/trigger-provider/<path:provider>/subscriptions/list")
-api.add_resource(
-    TriggerSubscriptionDeleteApi,
-    "/workspaces/current/trigger-provider/<path:subscription_id>/subscriptions/delete",
-)
-
-# Trigger Subscription Builder
-api.add_resource(
-    TriggerSubscriptionBuilderCreateApi,
-    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/create",
-)
-api.add_resource(
-    TriggerSubscriptionBuilderGetApi,
-    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/<path:subscription_builder_id>",
-)
-api.add_resource(
-    TriggerSubscriptionBuilderUpdateApi,
-    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/update/<path:subscription_builder_id>",
-)
-api.add_resource(
-    TriggerSubscriptionBuilderVerifyApi,
-    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/verify/<path:subscription_builder_id>",
-)
-api.add_resource(
-    TriggerSubscriptionBuilderBuildApi,
-    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/build/<path:subscription_builder_id>",
-)
-api.add_resource(
-    TriggerSubscriptionBuilderLogsApi,
-    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/logs/<path:subscription_builder_id>",
-)
-
-
-# OAuth
-api.add_resource(
-    TriggerOAuthAuthorizeApi, "/workspaces/current/trigger-provider/<path:provider>/subscriptions/oauth/authorize"
-)
-api.add_resource(TriggerOAuthCallbackApi, "/oauth/plugin/<path:provider>/trigger/callback")
-api.add_resource(TriggerOAuthClientManageApi, "/workspaces/current/trigger-provider/<path:provider>/oauth/client")

api/controllers/console/workspace/workspace.py

@@ -1,7 +1,8 @@
 import logging
 
 from flask import request
-from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqparse
+from flask_restx import Resource, fields, marshal, marshal_with
+from pydantic import BaseModel, Field
 from sqlalchemy import select
 from werkzeug.exceptions import Unauthorized
 
@@ -13,7 +14,7 @@ from controllers.common.errors import (
     TooManyFilesError,
     UnsupportedFileTypeError,
 )
-from controllers.console import api, console_ns
+from controllers.console import console_ns
 from controllers.console.admin import admin_required
 from controllers.console.error import AccountNotLinkTenantError
 from controllers.console.wraps import (
@@ -32,8 +33,36 @@ from services.file_service import FileService
 from services.workspace_service import WorkspaceService
 
 logger = logging.getLogger(__name__)
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
 
 
+class WorkspaceListQuery(BaseModel):
+    page: int = Field(default=1, ge=1, le=99999)
+    limit: int = Field(default=20, ge=1, le=100)
+
+
+class SwitchWorkspacePayload(BaseModel):
+    tenant_id: str
+
+
+class WorkspaceCustomConfigPayload(BaseModel):
+    remove_webapp_brand: bool | None = None
+    replace_webapp_logo: str | None = None
+
+
+class WorkspaceInfoPayload(BaseModel):
+    name: 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(WorkspaceListQuery)
+reg(SwitchWorkspacePayload)
+reg(WorkspaceCustomConfigPayload)
+reg(WorkspaceInfoPayload)
+
 provider_fields = {
     "provider_name": fields.String,
     "provider_type": fields.String,
@@ -95,18 +124,15 @@ class TenantListApi(Resource):
 
 @console_ns.route("/all-workspaces")
 class WorkspaceListApi(Resource):
+    @console_ns.expect(console_ns.models[WorkspaceListQuery.__name__])
     @setup_required
     @admin_required
     def get(self):
-        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")
-        )
-        args = parser.parse_args()
+        payload = request.args.to_dict(flat=True)  # type: ignore
+        args = WorkspaceListQuery.model_validate(payload)
 
         stmt = select(Tenant).order_by(Tenant.created_at.desc())
-        tenants = db.paginate(select=stmt, page=args["page"], per_page=args["limit"], error_out=False)
+        tenants = db.paginate(select=stmt, page=args.page, per_page=args.limit, error_out=False)
         has_more = False
 
         if tenants.has_next:
@@ -115,8 +141,8 @@ class WorkspaceListApi(Resource):
         return {
             "data": marshal(tenants.items, workspace_fields),
             "has_more": has_more,
-            "limit": args["limit"],
-            "page": args["page"],
+            "limit": args.limit,
+            "page": args.page,
             "total": tenants.total,
         }, 200
 
@@ -150,26 +176,24 @@ class TenantApi(Resource):
         return WorkspaceService.get_tenant_info(tenant), 200
 
 
-parser_switch = reqparse.RequestParser().add_argument("tenant_id", type=str, required=True, location="json")
-
-
 @console_ns.route("/workspaces/switch")
 class SwitchWorkspaceApi(Resource):
-    @api.expect(parser_switch)
+    @console_ns.expect(console_ns.models[SwitchWorkspacePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
         current_user, _ = current_account_with_tenant()
-        args = parser_switch.parse_args()
+        payload = console_ns.payload or {}
+        args = SwitchWorkspacePayload.model_validate(payload)
 
         # check if tenant_id is valid, 403 if not
         try:
-            TenantService.switch_tenant(current_user, args["tenant_id"])
+            TenantService.switch_tenant(current_user, args.tenant_id)
         except Exception:
             raise AccountNotLinkTenantError("Account not link tenant")
 
-        new_tenant = db.session.query(Tenant).get(args["tenant_id"])  # Get new tenant
+        new_tenant = db.session.query(Tenant).get(args.tenant_id)  # Get new tenant
         if new_tenant is None:
             raise ValueError("Tenant not found")
 
@@ -178,24 +202,21 @@ class SwitchWorkspaceApi(Resource):
 
 @console_ns.route("/workspaces/custom-config")
 class CustomConfigWorkspaceApi(Resource):
+    @console_ns.expect(console_ns.models[WorkspaceCustomConfigPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @cloud_edition_billing_resource_check("workspace_custom")
     def post(self):
         _, current_tenant_id = current_account_with_tenant()
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("remove_webapp_brand", type=bool, location="json")
-            .add_argument("replace_webapp_logo", type=str, location="json")
-        )
-        args = parser.parse_args()
+        payload = console_ns.payload or {}
+        args = WorkspaceCustomConfigPayload.model_validate(payload)
         tenant = db.get_or_404(Tenant, current_tenant_id)
 
         custom_config_dict = {
-            "remove_webapp_brand": args["remove_webapp_brand"],
-            "replace_webapp_logo": args["replace_webapp_logo"]
-            if args["replace_webapp_logo"] is not None
+            "remove_webapp_brand": args.remove_webapp_brand,
+            "replace_webapp_logo": args.replace_webapp_logo
+            if args.replace_webapp_logo is not None
             else tenant.custom_config_dict.get("replace_webapp_logo"),
         }
 
@@ -245,24 +266,22 @@ class WebappLogoWorkspaceApi(Resource):
         return {"id": upload_file.id}, 201
 
 
-parser_info = reqparse.RequestParser().add_argument("name", type=str, required=True, location="json")
-
-
 @console_ns.route("/workspaces/info")
 class WorkspaceInfoApi(Resource):
-    @api.expect(parser_info)
+    @console_ns.expect(console_ns.models[WorkspaceInfoPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     # Change workspace name
     def post(self):
         _, current_tenant_id = current_account_with_tenant()
-        args = parser_info.parse_args()
+        payload = console_ns.payload or {}
+        args = WorkspaceInfoPayload.model_validate(payload)
 
         if not current_tenant_id:
             raise ValueError("No current tenant")
         tenant = db.get_or_404(Tenant, current_tenant_id)
-        tenant.name = args["name"]
+        tenant.name = args.name
         db.session.commit()
 
         return {"result": "success", "tenant": marshal(WorkspaceService.get_tenant_info(tenant), tenant_fields)}

api/controllers/console/wraps.py

@@ -315,3 +315,19 @@ def edit_permission_required(f: Callable[P, R]):
         return f(*args, **kwargs)
 
     return decorated_function
+
+
+def is_admin_or_owner_required(f: Callable[P, R]):
+    @wraps(f)
+    def decorated_function(*args: P.args, **kwargs: P.kwargs):
+        from werkzeug.exceptions import Forbidden
+
+        from libs.login import current_user
+        from models import Account
+
+        user = current_user._get_current_object()
+        if not isinstance(user, Account) or not user.is_admin_or_owner:
+            raise Forbidden()
+        return f(*args, **kwargs)
+
+    return decorated_function

api/controllers/service_api/app/annotation.py

@@ -3,14 +3,12 @@ from typing import Literal
 from flask import request
 from flask_restx import Api, Namespace, Resource, fields, reqparse
 from flask_restx.api import HTTPStatus
-from werkzeug.exceptions import Forbidden
 
+from controllers.console.wraps import edit_permission_required
 from controllers.service_api import service_api_ns
 from controllers.service_api.wraps import validate_app_token
 from extensions.ext_redis import redis_client
 from fields.annotation_fields import annotation_fields, build_annotation_model
-from libs.login import current_user
-from models import Account
 from models.model import App
 from services.annotation_service import AppAnnotationService
 
@@ -161,14 +159,10 @@ class AnnotationUpdateDeleteApi(Resource):
         }
     )
     @validate_app_token
+    @edit_permission_required
     @service_api_ns.marshal_with(build_annotation_model(service_api_ns))
-    def put(self, app_model: App, annotation_id):
+    def put(self, app_model: App, annotation_id: str):
         """Update an existing annotation."""
-        assert isinstance(current_user, Account)
-        if not current_user.has_edit_permission:
-            raise Forbidden()
-
-        annotation_id = str(annotation_id)
         args = annotation_create_parser.parse_args()
         annotation = AppAnnotationService.update_app_annotation_directly(args, app_model.id, annotation_id)
         return annotation
@@ -185,13 +179,8 @@ class AnnotationUpdateDeleteApi(Resource):
         }
     )
     @validate_app_token
-    def delete(self, app_model: App, annotation_id):
+    @edit_permission_required
+    def delete(self, app_model: App, annotation_id: str):
         """Delete an annotation."""
-        assert isinstance(current_user, Account)
-
-        if not current_user.has_edit_permission:
-            raise Forbidden()
-
-        annotation_id = str(annotation_id)
         AppAnnotationService.delete_app_annotation(app_model.id, annotation_id)
         return {"result": "success"}, 204

api/controllers/service_api/app/completion.py

@@ -17,7 +17,6 @@ from controllers.service_api.app.error import (
 )
 from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token
 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,
@@ -30,6 +29,7 @@ from libs import helper
 from libs.helper import uuid_value
 from models.model import App, AppMode, EndUser
 from services.app_generate_service import AppGenerateService
+from services.app_task_service import AppTaskService
 from services.errors.app import IsDraftWorkflowError, WorkflowIdFormatError, WorkflowNotFoundError
 from services.errors.llm import InvokeRateLimitError
 
@@ -88,7 +88,7 @@ class CompletionApi(Resource):
         This endpoint generates a completion based on the provided inputs and query.
         Supports both blocking and streaming response modes.
         """
-        if app_model.mode != "completion":
+        if app_model.mode != AppMode.COMPLETION:
             raise AppUnavailableError()
 
         args = completion_parser.parse_args()
@@ -147,10 +147,15 @@ class CompletionStopApi(Resource):
     @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True))
     def post(self, app_model: App, end_user: EndUser, task_id: str):
         """Stop a running completion task."""
-        if app_model.mode != "completion":
+        if app_model.mode != AppMode.COMPLETION:
             raise AppUnavailableError()
 
-        AppQueueManager.set_stop_flag(task_id, InvokeFrom.SERVICE_API, end_user.id)
+        AppTaskService.stop_task(
+            task_id=task_id,
+            invoke_from=InvokeFrom.SERVICE_API,
+            user_id=end_user.id,
+            app_mode=AppMode.value_of(app_model.mode),
+        )
 
         return {"result": "success"}, 200
 
@@ -244,6 +249,11 @@ class ChatStopApi(Resource):
         if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}:
             raise NotChatAppError()
 
-        AppQueueManager.set_stop_flag(task_id, InvokeFrom.SERVICE_API, end_user.id)
+        AppTaskService.stop_task(
+            task_id=task_id,
+            invoke_from=InvokeFrom.SERVICE_API,
+            user_id=end_user.id,
+            app_mode=app_mode,
+        )
 
         return {"result": "success"}, 200

api/controllers/service_api/dataset/dataset.py

@@ -5,6 +5,7 @@ from flask_restx import marshal, reqparse
 from werkzeug.exceptions import Forbidden, NotFound
 
 import services
+from controllers.console.wraps import edit_permission_required
 from controllers.service_api import service_api_ns
 from controllers.service_api.dataset.error import DatasetInUseError, DatasetNameDuplicateError, InvalidActionError
 from controllers.service_api.wraps import (
@@ -619,11 +620,9 @@ class DatasetTagsApi(DatasetApiResource):
         }
     )
     @validate_dataset_token
+    @edit_permission_required
     def delete(self, _, dataset_id):
         """Delete a knowledge type tag."""
-        assert isinstance(current_user, Account)
-        if not current_user.has_edit_permission:
-            raise Forbidden()
         args = tag_delete_parser.parse_args()
         TagService.delete_tag(args["tag_id"])
 

api/controllers/service_api/dataset/document.py

@@ -1,7 +1,10 @@
 import json
+from typing import Self
+from uuid import UUID
 
 from flask import request
 from flask_restx import marshal, reqparse
+from pydantic import BaseModel, model_validator
 from sqlalchemy import desc, select
 from werkzeug.exceptions import Forbidden, NotFound
 
@@ -31,7 +34,7 @@ from fields.document_fields import document_fields, document_status_fields
 from libs.login import current_user
 from models.dataset import Dataset, Document, DocumentSegment
 from services.dataset_service import DatasetService, DocumentService
-from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig
+from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig, ProcessRule, RetrievalModel
 from services.file_service import FileService
 
 # Define parsers for document operations
@@ -51,15 +54,26 @@ document_text_create_parser = (
     .add_argument("embedding_model_provider", type=str, required=False, nullable=True, location="json")
 )
 
-document_text_update_parser = (
-    reqparse.RequestParser()
-    .add_argument("name", type=str, required=False, nullable=True, location="json")
-    .add_argument("text", type=str, required=False, nullable=True, location="json")
-    .add_argument("process_rule", type=dict, required=False, 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")
-)
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class DocumentTextUpdate(BaseModel):
+    name: str | None = None
+    text: str | None = None
+    process_rule: ProcessRule | None = None
+    doc_form: str = "text_model"
+    doc_language: str = "English"
+    retrieval_model: RetrievalModel | None = None
+
+    @model_validator(mode="after")
+    def check_text_and_name(self) -> Self:
+        if self.text is not None and self.name is None:
+            raise ValueError("name is required when text is provided")
+        return self
+
+
+for m in [ProcessRule, RetrievalModel, DocumentTextUpdate]:
+    service_api_ns.schema_model(m.__name__, m.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))  # type: ignore
 
 
 @service_api_ns.route(
@@ -160,7 +174,7 @@ class DocumentAddByTextApi(DatasetApiResource):
 class DocumentUpdateByTextApi(DatasetApiResource):
     """Resource for update documents."""
 
-    @service_api_ns.expect(document_text_update_parser)
+    @service_api_ns.expect(service_api_ns.models[DocumentTextUpdate.__name__], validate=True)
     @service_api_ns.doc("update_document_by_text")
     @service_api_ns.doc(description="Update an existing document by providing text content")
     @service_api_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
@@ -173,12 +187,10 @@ class DocumentUpdateByTextApi(DatasetApiResource):
     )
     @cloud_edition_billing_resource_check("vector_space", "dataset")
     @cloud_edition_billing_rate_limit_check("knowledge", "dataset")
-    def post(self, tenant_id, dataset_id, document_id):
+    def post(self, tenant_id: str, dataset_id: UUID, document_id: UUID):
         """Update document by text."""
-        args = document_text_update_parser.parse_args()
-        dataset_id = str(dataset_id)
-        tenant_id = str(tenant_id)
-        dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first()
+        args = DocumentTextUpdate.model_validate(service_api_ns.payload).model_dump(exclude_unset=True)
+        dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == str(dataset_id)).first()
 
         if not dataset:
             raise ValueError("Dataset does not exist.")
@@ -198,11 +210,9 @@ class DocumentUpdateByTextApi(DatasetApiResource):
         # indexing_technique is already set in dataset since this is an update
         args["indexing_technique"] = dataset.indexing_technique
 
-        if args["text"]:
+        if args.get("text"):
             text = args.get("text")
             name = args.get("name")
-            if text is None or name is None:
-                raise ValueError("Both text and name must be strings.")
             if not current_user:
                 raise ValueError("current_user is required")
             upload_file = FileService(db.engine).upload_text(

api/controllers/trigger/webhook.py

@@ -1,7 +1,7 @@
 import logging
 import time
 
-from flask import jsonify
+from flask import jsonify, request
 from werkzeug.exceptions import NotFound, RequestEntityTooLarge
 
 from controllers.trigger import bp
@@ -28,8 +28,14 @@ def _prepare_webhook_execution(webhook_id: str, is_debug: bool = False):
         webhook_data = WebhookService.extract_and_validate_webhook_data(webhook_trigger, node_config)
         return webhook_trigger, workflow, node_config, webhook_data, None
     except ValueError as e:
-        # Fall back to raw extraction for error reporting
-        webhook_data = WebhookService.extract_webhook_data(webhook_trigger)
+        # Provide minimal context for error reporting without risking another parse failure
+        webhook_data = {
+            "method": request.method,
+            "headers": dict(request.headers),
+            "query_params": dict(request.args),
+            "body": {},
+            "files": {},
+        }
         return webhook_trigger, workflow, node_config, webhook_data, str(e)
 
 

api/controllers/web/completion.py

@@ -17,7 +17,6 @@ from controllers.web.error import (
 )
 from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError
 from controllers.web.wraps import WebApiResource
-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,
@@ -29,6 +28,7 @@ from libs import helper
 from libs.helper import uuid_value
 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__)
@@ -64,7 +64,7 @@ class CompletionApi(WebApiResource):
         }
     )
     def post(self, app_model, end_user):
-        if app_model.mode != "completion":
+        if app_model.mode != AppMode.COMPLETION:
             raise NotCompletionAppError()
 
         parser = (
@@ -125,10 +125,15 @@ class CompletionStopApi(WebApiResource):
         }
     )
     def post(self, app_model, end_user, task_id):
-        if app_model.mode != "completion":
+        if app_model.mode != AppMode.COMPLETION:
             raise NotCompletionAppError()
 
-        AppQueueManager.set_stop_flag(task_id, InvokeFrom.WEB_APP, end_user.id)
+        AppTaskService.stop_task(
+            task_id=task_id,
+            invoke_from=InvokeFrom.WEB_APP,
+            user_id=end_user.id,
+            app_mode=AppMode.value_of(app_model.mode),
+        )
 
         return {"result": "success"}, 200
 
@@ -234,6 +239,11 @@ class ChatStopApi(WebApiResource):
         if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}:
             raise NotChatAppError()
 
-        AppQueueManager.set_stop_flag(task_id, InvokeFrom.WEB_APP, end_user.id)
+        AppTaskService.stop_task(
+            task_id=task_id,
+            invoke_from=InvokeFrom.WEB_APP,
+            user_id=end_user.id,
+            app_mode=app_mode,
+        )
 
         return {"result": "success"}, 200

api/controllers/web/login.py

@@ -81,6 +81,7 @@ class LoginStatusApi(Resource):
     )
     def get(self):
         app_code = request.args.get("app_code")
+        user_id = request.args.get("user_id")
         token = extract_webapp_access_token(request)
         if not app_code:
             return {
@@ -103,7 +104,7 @@ class LoginStatusApi(Resource):
                 user_logged_in = False
 
         try:
-            _ = decode_jwt_token(app_code=app_code)
+            _ = decode_jwt_token(app_code=app_code, user_id=user_id)
             app_logged_in = True
         except Exception:
             app_logged_in = False

api/controllers/web/wraps.py

@@ -38,7 +38,7 @@ def validate_jwt_token(view: Callable[Concatenate[App, EndUser, P], R] | None =
     return decorator
 
 
-def decode_jwt_token(app_code: str | None = None):
+def decode_jwt_token(app_code: str | None = None, user_id: str | None = None):
     system_features = FeatureService.get_system_features()
     if not app_code:
         app_code = str(request.headers.get(HEADER_NAME_APP_CODE))
@@ -63,6 +63,10 @@ def decode_jwt_token(app_code: str | None = None):
             if not end_user:
                 raise NotFound()
 
+            # Validate user_id against end_user's session_id if provided
+            if user_id is not None and end_user.session_id != user_id:
+                raise Unauthorized("Authentication has expired.")
+
         # for enterprise webapp auth
         app_web_auth_enabled = False
         webapp_settings = None

api/core/app/app_config/entities.py

@@ -112,6 +112,7 @@ class VariableEntity(BaseModel):
     type: VariableEntityType
     required: bool = False
     hide: bool = False
+    default: Any = None
     max_length: int | None = None
     options: Sequence[str] = Field(default_factory=list)
     allowed_file_types: Sequence[FileType] | None = Field(default_factory=list)

api/core/app/apps/advanced_chat/generate_task_pipeline.py

@@ -62,7 +62,8 @@ from core.app.task_pipeline.message_cycle_manager import MessageCycleManager
 from core.base.tts import AppGeneratorTTSPublisher, AudioTrunk
 from core.model_runtime.entities.llm_entities import LLMUsage
 from core.model_runtime.utils.encoders import jsonable_encoder
-from core.ops.ops_trace_manager import TraceQueueManager
+from core.ops.entities.trace_entity import TraceTaskName
+from core.ops.ops_trace_manager import TraceQueueManager, TraceTask
 from core.workflow.enums import WorkflowExecutionStatus
 from core.workflow.nodes import NodeType
 from core.workflow.repositories.draft_variable_repository import DraftVariableSaverFactory
@@ -72,7 +73,7 @@ from extensions.ext_database import db
 from libs.datetime_utils import naive_utc_now
 from models import Account, Conversation, EndUser, Message, MessageFile
 from models.enums import CreatorUserRole
-from models.workflow import Workflow
+from models.workflow import Workflow, WorkflowNodeExecutionModel
 
 logger = logging.getLogger(__name__)
 
@@ -580,7 +581,7 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
 
             with self._database_session() as session:
                 # Save message
-                self._save_message(session=session, graph_runtime_state=resolved_state)
+                self._save_message(session=session, graph_runtime_state=resolved_state, trace_manager=trace_manager)
 
             yield workflow_finish_resp
         elif event.stopped_by in (
@@ -590,7 +591,7 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
             # When hitting input-moderation or annotation-reply, the workflow will not start
             with self._database_session() as session:
                 # Save message
-                self._save_message(session=session)
+                self._save_message(session=session, trace_manager=trace_manager)
 
         yield self._message_end_to_stream_response()
 
@@ -599,6 +600,7 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
         event: QueueAdvancedChatMessageEndEvent,
         *,
         graph_runtime_state: GraphRuntimeState | None = None,
+        trace_manager: TraceQueueManager | None = None,
         **kwargs,
     ) -> Generator[StreamResponse, None, None]:
         """Handle advanced chat message end events."""
@@ -616,7 +618,7 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
 
         # Save message
         with self._database_session() as session:
-            self._save_message(session=session, graph_runtime_state=resolved_state)
+            self._save_message(session=session, graph_runtime_state=resolved_state, trace_manager=trace_manager)
 
         yield self._message_end_to_stream_response()
 
@@ -770,7 +772,13 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
         if self._conversation_name_generate_thread:
             self._conversation_name_generate_thread.join()
 
-    def _save_message(self, *, session: Session, graph_runtime_state: GraphRuntimeState | None = None):
+    def _save_message(
+        self,
+        *,
+        session: Session,
+        graph_runtime_state: GraphRuntimeState | None = None,
+        trace_manager: TraceQueueManager | None = None,
+    ):
         message = self._get_message(session=session)
 
         # If there are assistant files, remove markdown image links from answer
@@ -809,6 +817,14 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
 
         metadata = self._task_state.metadata.model_dump()
         message.message_metadata = json.dumps(jsonable_encoder(metadata))
+
+        # Extract model provider and model_id from workflow node executions for tracing
+        if message.workflow_run_id:
+            model_info = self._extract_model_info_from_workflow(session, message.workflow_run_id)
+            if model_info:
+                message.model_provider = model_info.get("provider")
+                message.model_id = model_info.get("model")
+
         message_files = [
             MessageFile(
                 message_id=message.id,
@@ -826,6 +842,68 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
         ]
         session.add_all(message_files)
 
+        # Trigger MESSAGE_TRACE for tracing integrations
+        if trace_manager:
+            trace_manager.add_trace_task(
+                TraceTask(
+                    TraceTaskName.MESSAGE_TRACE, conversation_id=self._conversation_id, message_id=self._message_id
+                )
+            )
+
+    def _extract_model_info_from_workflow(self, session: Session, workflow_run_id: str) -> dict[str, str] | None:
+        """
+        Extract model provider and model_id from workflow node executions.
+        Returns dict with 'provider' and 'model' keys, or None if not found.
+        """
+        try:
+            # Query workflow node executions for LLM or Agent nodes
+            stmt = (
+                select(WorkflowNodeExecutionModel)
+                .where(WorkflowNodeExecutionModel.workflow_run_id == workflow_run_id)
+                .where(WorkflowNodeExecutionModel.node_type.in_(["llm", "agent"]))
+                .order_by(WorkflowNodeExecutionModel.created_at.desc())
+                .limit(1)
+            )
+            node_execution = session.scalar(stmt)
+
+            if not node_execution:
+                return None
+
+            # Try to extract from execution_metadata for agent nodes
+            if node_execution.execution_metadata:
+                try:
+                    metadata = json.loads(node_execution.execution_metadata)
+                    agent_log = metadata.get("agent_log", [])
+                    # Look for the first agent thought with provider info
+                    for log_entry in agent_log:
+                        entry_metadata = log_entry.get("metadata", {})
+                        provider_str = entry_metadata.get("provider")
+                        if provider_str:
+                            # Parse format like "langgenius/deepseek/deepseek"
+                            parts = provider_str.split("/")
+                            if len(parts) >= 3:
+                                return {"provider": parts[1], "model": parts[2]}
+                            elif len(parts) == 2:
+                                return {"provider": parts[0], "model": parts[1]}
+                except (json.JSONDecodeError, KeyError, AttributeError) as e:
+                    logger.debug("Failed to parse execution_metadata: %s", e)
+
+            # Try to extract from process_data for llm nodes
+            if node_execution.process_data:
+                try:
+                    process_data = json.loads(node_execution.process_data)
+                    provider = process_data.get("model_provider")
+                    model = process_data.get("model_name")
+                    if provider and model:
+                        return {"provider": provider, "model": model}
+                except (json.JSONDecodeError, KeyError) as e:
+                    logger.debug("Failed to parse process_data: %s", e)
+
+            return None
+        except Exception as e:
+            logger.warning("Failed to extract model info from workflow: %s", e)
+            return None
+
     def _seed_graph_runtime_state_from_queue_manager(self) -> None:
         """Bootstrap the cached runtime state from the queue manager when present."""
         candidate = self._base_task_pipeline.queue_manager.graph_runtime_state

api/core/app/apps/base_app_generator.py

@@ -93,7 +93,11 @@ class BaseAppGenerator:
         if value is None:
             if variable_entity.required:
                 raise ValueError(f"{variable_entity.variable} is required in input form")
-            return value
+            # Use default value and continue validation to ensure type conversion
+            value = variable_entity.default
+            # If default is also None, return None directly
+            if value is None:
+                return None
 
         if variable_entity.type in {
             VariableEntityType.TEXT_INPUT,
@@ -151,8 +155,17 @@ class BaseAppGenerator:
                         f"{variable_entity.variable} in input form must be less than {variable_entity.max_length} files"
                     )
             case VariableEntityType.CHECKBOX:
-                if not isinstance(value, bool):
-                    raise ValueError(f"{variable_entity.variable} in input form must be a valid boolean value")
+                if isinstance(value, str):
+                    normalized_value = value.strip().lower()
+                    if normalized_value in {"true", "1", "yes", "on"}:
+                        value = True
+                    elif normalized_value in {"false", "0", "no", "off"}:
+                        value = False
+                elif isinstance(value, (int, float)):
+                    if value == 1:
+                        value = True
+                    elif value == 0:
+                        value = False
             case _:
                 raise AssertionError("this statement should be unreachable.")
 

api/core/app/apps/pipeline/pipeline_generator.py

@@ -163,7 +163,7 @@ class PipelineGenerator(BaseAppGenerator):
                     datasource_type=datasource_type,
                     datasource_info=json.dumps(datasource_info),
                     datasource_node_id=start_node_id,
-                    input_data=inputs,
+                    input_data=dict(inputs),
                     pipeline_id=pipeline.id,
                     created_by=user.id,
                 )

api/core/app/apps/workflow/generate_task_pipeline.py

@@ -258,6 +258,10 @@ class WorkflowAppGenerateTaskPipeline(GraphRuntimeStateSupport):
 
         run_id = self._extract_workflow_run_id(runtime_state)
         self._workflow_execution_id = run_id
+
+        with self._database_session() as session:
+            self._save_workflow_app_log(session=session, workflow_run_id=self._workflow_execution_id)
+
         start_resp = self._workflow_response_converter.workflow_start_to_stream_response(
             task_id=self._application_generate_entity.task_id,
             workflow_run_id=run_id,
@@ -414,9 +418,6 @@ class WorkflowAppGenerateTaskPipeline(GraphRuntimeStateSupport):
             graph_runtime_state=validated_state,
         )
 
-        with self._database_session() as session:
-            self._save_workflow_app_log(session=session, workflow_run_id=self._workflow_execution_id)
-
         yield workflow_finish_resp
 
     def _handle_workflow_partial_success_event(
@@ -437,10 +438,6 @@ class WorkflowAppGenerateTaskPipeline(GraphRuntimeStateSupport):
             graph_runtime_state=validated_state,
             exceptions_count=event.exceptions_count,
         )
-
-        with self._database_session() as session:
-            self._save_workflow_app_log(session=session, workflow_run_id=self._workflow_execution_id)
-
         yield workflow_finish_resp
 
     def _handle_workflow_failed_and_stop_events(
@@ -471,10 +468,6 @@ class WorkflowAppGenerateTaskPipeline(GraphRuntimeStateSupport):
             error=error,
             exceptions_count=exceptions_count,
         )
-
-        with self._database_session() as session:
-            self._save_workflow_app_log(session=session, workflow_run_id=self._workflow_execution_id)
-
         yield workflow_finish_resp
 
     def _handle_text_chunk_event(
@@ -644,17 +637,17 @@ class WorkflowAppGenerateTaskPipeline(GraphRuntimeStateSupport):
         if not workflow_run_id:
             return
 
-        workflow_app_log = WorkflowAppLog()
-        workflow_app_log.tenant_id = self._application_generate_entity.app_config.tenant_id
-        workflow_app_log.app_id = self._application_generate_entity.app_config.app_id
-        workflow_app_log.workflow_id = self._workflow.id
-        workflow_app_log.workflow_run_id = workflow_run_id
-        workflow_app_log.created_from = created_from.value
-        workflow_app_log.created_by_role = self._created_by_role
-        workflow_app_log.created_by = self._user_id
+        workflow_app_log = WorkflowAppLog(
+            tenant_id=self._application_generate_entity.app_config.tenant_id,
+            app_id=self._application_generate_entity.app_config.app_id,
+            workflow_id=self._workflow.id,
+            workflow_run_id=workflow_run_id,
+            created_from=created_from.value,
+            created_by_role=self._created_by_role,
+            created_by=self._user_id,
+        )
 
         session.add(workflow_app_log)
-        session.commit()
 
     def _text_chunk_to_stream_response(
         self, text: str, from_variable_selector: list[str] | None = None

api/core/app/entities/app_invoke_entities.py

@@ -4,15 +4,15 @@ from typing import TYPE_CHECKING, Any, Optional
 
 from pydantic import BaseModel, ConfigDict, Field, ValidationInfo, field_validator
 
-if TYPE_CHECKING:
-    from core.ops.ops_trace_manager import TraceQueueManager
-
 from constants import UUID_NIL
 from core.app.app_config.entities import EasyUIBasedAppConfig, WorkflowUIBasedAppConfig
 from core.entities.provider_configuration import ProviderModelBundle
 from core.file import File, FileUploadConfig
 from core.model_runtime.entities.model_entities import AIModelEntity
 
+if TYPE_CHECKING:
+    from core.ops.ops_trace_manager import TraceQueueManager
+
 
 class InvokeFrom(StrEnum):
     """
@@ -275,10 +275,8 @@ class RagPipelineGenerateEntity(WorkflowAppGenerateEntity):
     start_node_id: str | None = None
 
 
-# Import TraceQueueManager at runtime to resolve forward references
 from core.ops.ops_trace_manager import TraceQueueManager
 
-# Rebuild models that use forward references
 AppGenerateEntity.model_rebuild()
 EasyUIBasedAppGenerateEntity.model_rebuild()
 ConversationAppGenerateEntity.model_rebuild()

api/core/app/entities/task_entities.py

@@ -40,6 +40,9 @@ class EasyUITaskState(TaskState):
     """
 
     llm_result: LLMResult
+    first_token_time: float | None = None
+    last_token_time: float | None = None
+    is_streaming_response: bool = False
 
 
 class WorkflowTaskState(TaskState):

api/core/app/layers/pause_state_persist_layer.py

@@ -118,6 +118,7 @@ class PauseStatePersistenceLayer(GraphEngineLayer):
             workflow_run_id=workflow_run_id,
             state_owner_user_id=self._state_owner_user_id,
             state=state.dumps(),
+            pause_reasons=event.reasons,
         )
 
     def on_graph_end(self, error: Exception | None) -> None:

api/core/app/task_pipeline/easy_ui_based_generate_task_pipeline.py

@@ -332,6 +332,12 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
                 if not self._task_state.llm_result.prompt_messages:
                     self._task_state.llm_result.prompt_messages = chunk.prompt_messages
 
+                # Track streaming response times
+                if self._task_state.first_token_time is None:
+                    self._task_state.first_token_time = time.perf_counter()
+                    self._task_state.is_streaming_response = True
+                self._task_state.last_token_time = time.perf_counter()
+
                 # handle output moderation chunk
                 should_direct_answer = self._handle_output_moderation_chunk(cast(str, delta_text))
                 if should_direct_answer:
@@ -398,6 +404,18 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
         message.total_price = usage.total_price
         message.currency = usage.currency
         self._task_state.llm_result.usage.latency = message.provider_response_latency
+
+        # Add streaming metrics to usage if available
+        if self._task_state.is_streaming_response and self._task_state.first_token_time:
+            start_time = self.start_at
+            first_token_time = self._task_state.first_token_time
+            last_token_time = self._task_state.last_token_time or first_token_time
+            usage.time_to_first_token = round(first_token_time - start_time, 3)
+            usage.time_to_generate = round(last_token_time - first_token_time, 3)
+
+        # Update metadata with the complete usage info
+        self._task_state.metadata.usage = usage
+
         message.message_metadata = self._task_state.metadata.model_dump_json()
 
         if trace_manager:

api/core/helper/code_executor/code_executor.py

@@ -152,10 +152,5 @@ class CodeExecutor:
             raise CodeExecutionError(f"Unsupported language {language}")
 
         runner, preload = template_transformer.transform_caller(code, inputs)
-
-        try:
-            response = cls.execute_code(language, preload, runner)
-        except CodeExecutionError as e:
-            raise e
-
+        response = cls.execute_code(language, preload, runner)
         return template_transformer.transform_response(response)

api/core/model_runtime/docs/en_US/customizable_model_scale_out.md

@@ -1,308 +0,0 @@
-## Custom Integration of Pre-defined Models
-
-### Introduction
-
-After completing the vendors integration, the next step is to connect the vendor's models. To illustrate the entire connection process, we will use Xinference as an example to demonstrate a complete vendor integration.
-
-It is important to note that for custom models, each model connection requires a complete vendor credential.
-
-Unlike pre-defined models, a custom vendor integration always includes the following two parameters, which do not need to be defined in the vendor YAML file.
-
-![](images/index/image-3.png)
-
-As mentioned earlier, vendors do not need to implement validate_provider_credential. The runtime will automatically call the corresponding model layer's validate_credentials to validate the credentials based on the model type and name selected by the user.
-
-### Writing the Vendor YAML
-
-First, we need to identify the types of models supported by the vendor we are integrating.
-
-Currently supported model types are as follows:
-
-- `llm` Text Generation Models
-
-- `text_embedding` Text Embedding Models
-
-- `rerank` Rerank Models
-
-- `speech2text` Speech-to-Text
-
-- `tts` Text-to-Speech
-
-- `moderation` Moderation
-
-Xinference supports LLM, Text Embedding, and Rerank. So we will start by writing xinference.yaml.
-
-```yaml
-provider: xinference #Define the vendor identifier
-label: # Vendor display name, supports both en_US (English) and zh_Hans (Simplified Chinese). If zh_Hans is not set, it will use en_US by default.
-  en_US: Xorbits Inference
-icon_small: # Small icon, refer to other vendors' icons stored in the _assets directory within the vendor implementation directory; follows the same language policy as the label
-  en_US: icon_s_en.svg
-icon_large: # Large icon
-  en_US: icon_l_en.svg
-help: # Help information
-  title:
-    en_US: How to deploy Xinference
-    zh_Hans: 如何部署 Xinference
-  url:
-    en_US: https://github.com/xorbitsai/inference
-supported_model_types: # Supported model types. Xinference supports LLM, Text Embedding, and Rerank
-- llm
-- text-embedding
-- rerank
-configurate_methods: # Since Xinference is a locally deployed vendor with no predefined models, users need to deploy whatever models they need according to Xinference documentation. Thus, it only supports custom models.
-- customizable-model
-provider_credential_schema:
-  credential_form_schemas:
-```
-
-Then, we need to determine what credentials are required to define a model in Xinference.
-
-- Since it supports three different types of models, we need to specify the model_type to denote the model type. Here is how we can define it:
-
-```yaml
-provider_credential_schema:
-  credential_form_schemas:
-  - variable: model_type
-    type: select
-    label:
-      en_US: Model type
-      zh_Hans: 模型类型
-    required: true
-    options:
-    - value: text-generation
-      label:
-        en_US: Language Model
-        zh_Hans: 语言模型
-    - value: embeddings
-      label:
-        en_US: Text Embedding
-    - value: reranking
-      label:
-        en_US: Rerank
-```
-
-- Next, each model has its own model_name, so we need to define that here:
-
-```yaml
-  - variable: model_name
-    type: text-input
-    label:
-      en_US: Model name
-      zh_Hans: 模型名称
-    required: true
-    placeholder:
-      zh_Hans: 填写模型名称
-      en_US: Input model name
-```
-
-- Specify the Xinference local deployment address:
-
-```yaml
-  - variable: server_url
-    label:
-      zh_Hans: 服务器 URL
-      en_US: Server url
-    type: text-input
-    required: true
-    placeholder:
-      zh_Hans: 在此输入 Xinference 的服务器地址，如 https://example.com/xxx
-      en_US: Enter the url of your Xinference, for example https://example.com/xxx
-```
-
-- Each model has a unique model_uid, so we also need to define that here:
-
-```yaml
-  - variable: model_uid
-    label:
-      zh_Hans: 模型 UID
-      en_US: Model uid
-    type: text-input
-    required: true
-    placeholder:
-      zh_Hans: 在此输入您的 Model UID
-      en_US: Enter the model uid
-```
-
-Now, we have completed the basic definition of the vendor.
-
-### Writing the Model Code
-
-Next, let's take the `llm` type as an example and write `xinference.llm.llm.py`.
-
-In `llm.py`, create a Xinference LLM class, we name it `XinferenceAILargeLanguageModel` (this can be arbitrary), inheriting from the `__base.large_language_model.LargeLanguageModel` base class, and implement the following methods:
-
-- LLM Invocation
-
-Implement the core method for LLM invocation, supporting both stream and synchronous responses.
-
-```python
-def _invoke(self, model: str, credentials: dict,
-            prompt_messages: list[PromptMessage], model_parameters: dict,
-            tools: Optional[list[PromptMessageTool]] = None, stop: Optional[list[str]] = None,
-            stream: bool = True, user: Optional[str] = None) \
-        -> Union[LLMResult, Generator]:
-    """
-    Invoke large language model
-    
-    :param model: model name
-	:param credentials: model credentials
-	:param prompt_messages: prompt messages
-	:param model_parameters: model parameters
-	:param tools: tools for tool usage
-	:param stop: stop words
-	:param stream: is the response a stream
-	:param user: unique user id
-	:return: full response or stream response chunk generator result
-	"""
-```
-
-When implementing, ensure to use two functions to return data separately for synchronous and stream responses. This is important because Python treats functions containing the `yield` keyword as generator functions, mandating them to return `Generator` types. Here’s an example (note that the example uses simplified parameters; in real implementation, use the parameter list as defined above):
-
-```python
-def _invoke(self, stream: bool, **kwargs) \
-        -> Union[LLMResult, Generator]:
-    if stream:
-          return self._handle_stream_response(**kwargs)
-    return self._handle_sync_response(**kwargs)
-
-def _handle_stream_response(self, **kwargs) -> Generator:
-    for chunk in response:
-          yield chunk
-def _handle_sync_response(self, **kwargs) -> LLMResult:
-    return LLMResult(**response)
-```
-
-- Pre-compute Input Tokens
-
-If the model does not provide an interface for pre-computing tokens, you can return 0 directly.
-
-```python
-def get_num_tokens(self, model: str, credentials: dict, prompt_messages: list[PromptMessage],tools: Optional[list[PromptMessageTool]] = None) -> int:
-  """
-  Get number of tokens for given prompt messages
-
-  :param model: model name
-  :param credentials: model credentials
-  :param prompt_messages: prompt messages
-  :param tools: tools for tool usage
-  :return: token count
-  """
-```
-
-Sometimes, you might not want to return 0 directly. In such cases, you can use `self._get_num_tokens_by_gpt2(text: str)` to get pre-computed tokens and ensure environment variable `PLUGIN_BASED_TOKEN_COUNTING_ENABLED` is set to `true`, This method is provided by the `AIModel` base class, and it uses GPT2's Tokenizer for calculation. However, it should be noted that this is only a substitute and may not be fully accurate.
-
-- Model Credentials Validation
-
-Similar to vendor credentials validation, this method validates individual model credentials.
-
-```python
-def validate_credentials(self, model: str, credentials: dict) -> None:
-    """
-    Validate model credentials
-    
-    :param model: model name
-	:param credentials: model credentials
-	:return: None
-	"""
-```
-
-- Model Parameter Schema
-
-Unlike custom types, since the YAML file does not define which parameters a model supports, we need to dynamically generate the model parameter schema.
-
-For instance, Xinference supports `max_tokens`, `temperature`, and `top_p` parameters.
-
-However, some vendors may support different parameters for different models. For example, the `OpenLLM` vendor supports `top_k`, but not all models provided by this vendor support `top_k`. Let's say model A supports `top_k` but model B does not. In such cases, we need to dynamically generate the model parameter schema, as illustrated below:
-
-```python
-    def get_customizable_model_schema(self, model: str, credentials: dict) -> Optional[AIModelEntity]:
-        """
-            used to define customizable model schema
-        """
-        rules = [
-            ParameterRule(
-                name='temperature', type=ParameterType.FLOAT,
-                use_template='temperature',
-                label=I18nObject(
-                    zh_Hans='温度', en_US='Temperature'
-                )
-            ),
-            ParameterRule(
-                name='top_p', type=ParameterType.FLOAT,
-                use_template='top_p',
-                label=I18nObject(
-                    zh_Hans='Top P', en_US='Top P'
-                )
-            ),
-            ParameterRule(
-                name='max_tokens', type=ParameterType.INT,
-                use_template='max_tokens',
-                min=1,
-                default=512,
-                label=I18nObject(
-                    zh_Hans='最大生成长度', en_US='Max Tokens'
-                )
-            )
-        ]
-
-        # if model is A, add top_k to rules
-        if model == 'A':
-            rules.append(
-                ParameterRule(
-                    name='top_k', type=ParameterType.INT,
-                    use_template='top_k',
-                    min=1,
-                    default=50,
-                    label=I18nObject(
-                        zh_Hans='Top K', en_US='Top K'
-                    )
-                )
-            )
-
-        """
-            some NOT IMPORTANT code here
-        """
-
-        entity = AIModelEntity(
-            model=model,
-            label=I18nObject(
-                en_US=model
-            ),
-            fetch_from=FetchFrom.CUSTOMIZABLE_MODEL,
-            model_type=model_type,
-            model_properties={ 
-                ModelPropertyKey.MODE:  ModelType.LLM,
-            },
-            parameter_rules=rules
-        )
-
-        return entity
-```
-
-- Exception Error Mapping
-
-When a model invocation error occurs, it should be mapped to the runtime's specified `InvokeError` type, enabling Dify to handle different errors appropriately.
-
-Runtime Errors:
-
-- `InvokeConnectionError` Connection error during invocation
-- `InvokeServerUnavailableError` Service provider unavailable
-- `InvokeRateLimitError` Rate limit reached
-- `InvokeAuthorizationError` Authorization failure
-- `InvokeBadRequestError` Invalid request parameters
-
-```python
-  @property
-  def _invoke_error_mapping(self) -> dict[type[InvokeError], list[type[Exception]]]:
-      """
-      Map model invoke error to unified error
-      The key is the error type thrown to the caller
-      The value is the error type thrown by the model,
-      which needs to be converted into a unified error type for the caller.
-  
-      :return: Invoke error mapping
-      """
-```
-
-For interface method details, see: [Interfaces](./interfaces.md). For specific implementations, refer to: [llm.py](https://github.com/langgenius/dify-runtime/blob/main/lib/model_providers/anthropic/llm/llm.py).