feat: variable preview

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: crazywoola <100913391+crazywoola@users.noreply.github.com>

.devcontainer/post_create_command.sh

@@ -1,14 +1,15 @@
 #!/bin/bash
 
-npm add -g pnpm@10.11.1
+npm add -g pnpm@10.13.1
 cd web && pnpm install
 pipx install uv
 
 echo 'alias start-api="cd /workspaces/dify/api && uv run python -m flask run --host 0.0.0.0 --port=5001 --debug"' >> ~/.bashrc
-echo 'alias start-worker="cd /workspaces/dify/api && uv run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion"' >> ~/.bashrc
+echo 'alias start-worker="cd /workspaces/dify/api && uv run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage"' >> ~/.bashrc
 echo 'alias start-web="cd /workspaces/dify/web && pnpm dev"' >> ~/.bashrc
 echo 'alias start-web-prod="cd /workspaces/dify/web && pnpm build && pnpm start"' >> ~/.bashrc
 echo 'alias start-containers="cd /workspaces/dify/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env up -d"' >> ~/.bashrc
 echo 'alias stop-containers="cd /workspaces/dify/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env down"' >> ~/.bashrc
 
 source /home/vscode/.bashrc
+

.github/ISSUE_TEMPLATE/bug_report.yml

@@ -16,6 +16,8 @@ body:
           required: true
         - label: I confirm that I am using English to submit this report, otherwise it will be closed.
           required: true
+        - label: 【中文用户 & Non English User】请使用英语提交，否则会被关闭 ：）
+          required: true
         - label: "Please do not modify this template :) and fill in all the required fields."
           required: true
 

.github/ISSUE_TEMPLATE/refactor.yml

@@ -0,0 +1,44 @@
+name: "✨ Refactor"
+description: Refactor existing code for improved readability and maintainability.
+title: "[Chore/Refactor] "
+labels:
+  - refactor
+body:
+  - type: checkboxes
+    attributes:
+      label: Self Checks
+      description: "To make sure we get to you in time, please check the following :)"
+      options:
+        - label: I have read the [Contributing Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) and [Language Policy](https://github.com/langgenius/dify/issues/1542).
+          required: true
+        - label: This is only for refactoring, if you would like to ask a question, please head to [Discussions](https://github.com/langgenius/dify/discussions/categories/general).
+          required: true
+        - label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
+          required: true
+        - label: I confirm that I am using English to submit this report, otherwise it will be closed.
+          required: true
+        - label: 【中文用户 & Non English User】请使用英语提交，否则会被关闭 ：）
+          required: true
+        - label: "Please do not modify this template :) and fill in all the required fields."
+          required: true
+  - type: textarea
+    id: description
+    attributes:
+      label: Description
+      placeholder: "Describe the refactor you are proposing."
+    validations:
+      required: true
+  - type: textarea
+    id: motivation
+    attributes:
+      label: Motivation
+      placeholder: "Explain why this refactor is necessary."
+    validations:
+      required: false
+  - type: textarea
+    id: additional-context
+    attributes:
+      label: Additional Context
+      placeholder: "Add any other context or screenshots about the request here."
+    validations:
+      required: false

.github/actions/setup-uv/action.yml

@@ -8,7 +8,7 @@ inputs:
   uv-version:
     description: UV version to set up
     required: true
-    default: '~=0.7.11'
+    default: '0.8.9'
   uv-lockfile:
     description: Path to the UV lockfile to restore cache from
     required: true
@@ -26,7 +26,7 @@ runs:
         python-version: ${{ inputs.python-version }}
 
     - name: Install uv
-      uses: astral-sh/setup-uv@v5
+      uses: astral-sh/setup-uv@v6
       with:
         version: ${{ inputs.uv-version }}
         python-version: ${{ inputs.python-version }}

.github/workflows/api-tests.yml

@@ -99,3 +99,6 @@ jobs:
 
       - name: Run Tool
         run: uv run --project api bash dev/pytest/pytest_tools.sh
+
+      - name: Run TestContainers
+        run: uv run --project api bash dev/pytest/pytest_testcontainers.sh

.github/workflows/autofix.yml

@@ -0,0 +1,28 @@
+name: autofix.ci
+on:
+  workflow_call:
+  pull_request:
+  push:
+    branches: [ "main" ]
+permissions:
+  contents: read
+
+jobs:
+  autofix:
+    if: github.repository == 'langgenius/dify'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      # Use uv to ensure we have the same ruff version in CI and locally.
+      - uses: astral-sh/setup-uv@7edac99f961f18b581bbd960d59d049f04c0002f 
+      - run: |
+          cd api
+          uv sync --dev
+          # Fix lint errors
+          uv run ruff check --fix-only .
+          # Format code
+          uv run ruff format .
+
+      - uses: autofix-ci/action@635ffb0c9798bd160680f18fd73371e355b85f27
+

.github/workflows/build-push.yml

@@ -6,6 +6,9 @@ on:
       - "main"
       - "deploy/dev"
       - "deploy/enterprise"
+      - "build/**"
+      - "release/e-*"
+      - "deploy/rag-dev"
     tags:
       - "*"
 

.github/workflows/deploy-dev.yml

@@ -4,7 +4,7 @@ on:
   workflow_run:
     workflows: ["Build and Push API & Web"]
     branches:
-      - "deploy/dev"
+      - "deploy/rag-dev"
     types:
       - completed
 
@@ -12,12 +12,13 @@ jobs:
   deploy:
     runs-on: ubuntu-latest
     if: |
-      github.event.workflow_run.conclusion == 'success'
+      github.event.workflow_run.conclusion == 'success' &&
+      github.event.workflow_run.head_branch == 'deploy/rag-dev'
     steps:
       - name: Deploy to server
         uses: appleboy/ssh-action@v0.1.8
         with:
-          host: ${{ secrets.SSH_HOST }}
+          host: ${{ secrets.RAG_SSH_HOST }}
           username: ${{ secrets.SSH_USER }}
           key: ${{ secrets.SSH_PRIVATE_KEY }}
           script: |

.github/workflows/style.yml

@@ -28,7 +28,7 @@ jobs:
 
       - name: Check changed files
         id: changed-files
-        uses: tj-actions/changed-files@v45
+        uses: tj-actions/changed-files@v46
         with:
           files: |
             api/**
@@ -49,8 +49,8 @@ jobs:
         if: steps.changed-files.outputs.any_changed == 'true'
         run: |
           uv run --directory api ruff --version
-          uv run --directory api ruff check --diff ./
-          uv run --directory api ruff format --check --diff ./
+          uv run --directory api ruff check ./
+          uv run --directory api ruff format --check ./
 
       - name: Dotenv check
         if: steps.changed-files.outputs.any_changed == 'true'
@@ -75,14 +75,14 @@ jobs:
 
       - name: Check changed files
         id: changed-files
-        uses: tj-actions/changed-files@v45
+        uses: tj-actions/changed-files@v46
         with:
           files: web/**
 
       - name: Install pnpm
         uses: pnpm/action-setup@v4
         with:
-          version: 10
+          package_json_file: web/package.json
           run_install: false
 
       - name: Setup NodeJS
@@ -95,10 +95,12 @@ jobs:
 
       - name: Web dependencies
         if: steps.changed-files.outputs.any_changed == 'true'
+        working-directory: ./web
         run: pnpm install --frozen-lockfile
 
       - name: Web style check
         if: steps.changed-files.outputs.any_changed == 'true'
+        working-directory: ./web
         run: pnpm run lint
 
   docker-compose-template:
@@ -113,7 +115,7 @@ jobs:
 
       - name: Check changed files
         id: changed-files
-        uses: tj-actions/changed-files@v45
+        uses: tj-actions/changed-files@v46
         with:
           files: |
             docker/generate_docker_compose
@@ -144,7 +146,7 @@ jobs:
 
       - name: Check changed files
         id: changed-files
-        uses: tj-actions/changed-files@v45
+        uses: tj-actions/changed-files@v46
         with:
           files: |
             **.sh
@@ -152,13 +154,15 @@ jobs:
             **.yml
             **Dockerfile
             dev/**
+            .editorconfig
 
       - name: Super-linter
-        uses: super-linter/super-linter/slim@v7
+        uses: super-linter/super-linter/slim@v8
         if: steps.changed-files.outputs.any_changed == 'true'
         env:
           BASH_SEVERITY: warning
-          DEFAULT_BRANCH: main
+          DEFAULT_BRANCH: origin/main
+          EDITORCONFIG_FILE_NAME: editorconfig-checker.json
           FILTER_REGEX_INCLUDE: pnpm-lock.yaml
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           IGNORE_GENERATED_FILES: true
@@ -168,16 +172,6 @@ jobs:
           # FIXME: temporarily disabled until api-docker.yaml's run script is fixed for shellcheck
           # VALIDATE_GITHUB_ACTIONS: true
           VALIDATE_DOCKERFILE_HADOLINT: true
+          VALIDATE_EDITORCONFIG: true
           VALIDATE_XML: true
           VALIDATE_YAML: true
-
-      - name: EditorConfig checks
-        uses: super-linter/super-linter/slim@v7
-        env:
-          DEFAULT_BRANCH: main
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          IGNORE_GENERATED_FILES: true
-          IGNORE_GITIGNORED_FILES: true
-          # EditorConfig validation
-          VALIDATE_EDITORCONFIG: true
-          EDITORCONFIG_FILE_NAME: editorconfig-checker.json

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

@@ -1,13 +1,18 @@
 name: Check i18n Files and Create PR
 
 on:
-  pull_request:
-    types: [closed]
+  push:
     branches: [main]
+    paths:
+      - 'web/i18n/en-US/*.ts'
+
+permissions:
+  contents: write
+  pull-requests: write
 
 jobs:
   check-and-update:
-    if: github.event.pull_request.merged == true
+    if: github.repository == 'langgenius/dify'
     runs-on: ubuntu-latest
     defaults:
       run:
@@ -15,8 +20,8 @@ jobs:
     steps:
       - uses: actions/checkout@v4
         with:
-          fetch-depth: 2 # last 2 commits
-          persist-credentials: false
+          fetch-depth: 2
+          token: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Check for file changes in i18n/en-US
         id: check_files
@@ -27,6 +32,13 @@ jobs:
           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=$filename"
+            done
+            echo "FILE_ARGS=$file_args" >> $GITHUB_ENV
+            echo "File arguments: $file_args"
           else
             echo "FILES_CHANGED=false" >> $GITHUB_ENV
           fi
@@ -34,7 +46,7 @@ jobs:
       - name: Install pnpm
         uses: pnpm/action-setup@v4
         with:
-          version: 10
+          package_json_file: web/package.json
           run_install: false
 
       - name: Set up Node.js
@@ -47,16 +59,19 @@ jobs:
 
       - name: Install dependencies
         if: env.FILES_CHANGED == 'true'
+        working-directory: ./web
         run: pnpm install --frozen-lockfile
 
-      - name: Run npm script
+      - name: Generate i18n translations
         if: env.FILES_CHANGED == 'true'
-        run: pnpm run auto-gen-i18n
+        working-directory: ./web
+        run: pnpm run auto-gen-i18n ${{ env.FILE_ARGS }}
 
       - name: Create Pull Request
         if: env.FILES_CHANGED == 'true'
         uses: peter-evans/create-pull-request@v6
         with:
+          token: ${{ secrets.GITHUB_TOKEN }}
           commit-message: Update i18n files based on en-US changes
           title: 'chore: translate i18n files'
           body: This PR was automatically created to update i18n files based on changes in en-US locale.

.github/workflows/web-tests.yml

@@ -27,7 +27,7 @@ jobs:
 
       - name: Check changed files
         id: changed-files
-        uses: tj-actions/changed-files@v45
+        uses: tj-actions/changed-files@v46
         with:
           files: web/**
 
@@ -35,7 +35,7 @@ jobs:
         if: steps.changed-files.outputs.any_changed == 'true'
         uses: pnpm/action-setup@v4
         with:
-          version: 10
+          package_json_file: web/package.json
           run_install: false
 
       - name: Setup Node.js
@@ -48,8 +48,10 @@ jobs:
 
       - name: Install dependencies
         if: steps.changed-files.outputs.any_changed == 'true'
+        working-directory: ./web
         run: pnpm install --frozen-lockfile
 
       - name: Run tests
         if: steps.changed-files.outputs.any_changed == 'true'
+        working-directory: ./web
         run: pnpm test

.gitignore

@@ -215,3 +215,4 @@ mise.toml
 # AI Assistant
 .roo/
 api/.env.backup
+/clickzetta

CLAUDE.md

@@ -0,0 +1,83 @@
+# CLAUDE.md
+
+This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
+
+## Project Overview
+
+Dify is an open-source platform for developing LLM applications with an intuitive interface combining agentic AI workflows, RAG pipelines, agent capabilities, and model management.
+
+The codebase consists of:
+- **Backend API** (`/api`): Python Flask application with Domain-Driven Design architecture
+- **Frontend Web** (`/web`): Next.js 15 application with TypeScript and React 19
+- **Docker deployment** (`/docker`): Containerized deployment configurations
+
+## Development Commands
+
+### Backend (API)
+
+All Python commands must be prefixed with `uv run --project api`:
+
+```bash
+# Start development servers
+./dev/start-api                   # Start API server
+./dev/start-worker                # Start Celery worker
+
+# Run tests
+uv run --project api pytest      # Run all tests
+uv run --project api pytest tests/unit_tests/     # Unit tests only
+uv run --project api pytest tests/integration_tests/  # Integration tests
+
+# Code quality
+./dev/reformat                    # Run all formatters and linters
+uv run --project api ruff check --fix ./    # Fix linting issues
+uv run --project api ruff format ./         # Format code
+uv run --project api mypy .                 # Type checking
+```
+
+### Frontend (Web)
+
+```bash
+cd web
+pnpm lint                         # Run ESLint
+pnpm eslint-fix                   # Fix ESLint issues
+pnpm test                         # Run Jest tests
+```
+
+## Testing Guidelines
+
+### Backend Testing
+- Use `pytest` for all backend tests
+- Write tests first (TDD approach)
+- Test structure: Arrange-Act-Assert
+
+## Code Style Requirements
+
+### Python
+- Use type hints for all functions and class attributes
+- No `Any` types unless absolutely necessary
+- Implement special methods (`__repr__`, `__str__`) appropriately
+
+### TypeScript/JavaScript  
+- Strict TypeScript configuration
+- ESLint with Prettier integration
+- Avoid `any` type
+
+## Important Notes
+
+- **Environment Variables**: Always use UV for Python commands: `uv run --project api <command>`
+- **Comments**: Only write meaningful comments that explain "why", not "what"
+- **File Creation**: Always prefer editing existing files over creating new ones
+- **Documentation**: Don't create documentation files unless explicitly requested
+- **Code Quality**: Always run `./dev/reformat` before committing backend changes
+
+## Common Development Tasks
+
+### Adding a New API Endpoint
+1. Create controller in `/api/controllers/`
+2. Add service logic in `/api/services/`
+3. Update routes in controller's `__init__.py`
+4. Write tests in `/api/tests/`
+
+## Project-Specific Conventions
+
+- All async tasks use Celery with Redis as broker

README.md

@@ -225,7 +225,8 @@ Deploy Dify to AWS with [CDK](https://aws.amazon.com/cdk/)
 
 ##### AWS
 
-- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK by @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK by @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### Using Alibaba Cloud Computing Nest
 
@@ -235,13 +236,17 @@ Quickly deploy Dify to Alibaba cloud with [Alibaba Cloud Computing Nest](https:/
 
 One-Click deploy Dify to Alibaba Cloud with [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/) 
 
+#### Deploy to AKS with Azure Devops Pipeline
+
+One-Click deploy Dify to AKS with [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) 
+
 
 ## Contributing
 
 For those who'd like to contribute code, see our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 At the same time, please consider supporting Dify by sharing it on social media and at events and conferences.
 
-> We are looking for contributors to help translate Dify into languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
+> We are looking for contributors to help translate Dify into languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
 
 ## Community & contact
 

README_AR.md

@@ -208,7 +208,8 @@ docker compose up -d
 
 ##### AWS
 
-- [AWS CDK بواسطة @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK بواسطة @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK بواسطة @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### استخدام Alibaba Cloud للنشر
  [بسرعة نشر Dify إلى سحابة علي بابا مع عش الحوسبة السحابية علي بابا](https://computenest.console.aliyun.com/service/instance/create/default?type=user&ServiceName=Dify%E7%A4%BE%E5%8C%BA%E7%89%88)
@@ -217,13 +218,17 @@ docker compose up -d
 
 انشر ​​Dify على علي بابا كلاود بنقرة واحدة باستخدام [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
 
+#### استخدام Azure Devops Pipeline للنشر على AKS
+
+انشر Dify على AKS بنقرة واحدة باستخدام [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
+
 
 ## المساهمة
 
 لأولئك الذين يرغبون في المساهمة، انظر إلى [دليل المساهمة](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) لدينا.
 في الوقت نفسه، يرجى النظر في دعم Dify عن طريق مشاركته على وسائل التواصل الاجتماعي وفي الفعاليات والمؤتمرات.
 
-> نحن نبحث عن مساهمين لمساعدة في ترجمة Dify إلى لغات أخرى غير اللغة الصينية المندرين أو الإنجليزية. إذا كنت مهتمًا بالمساعدة، يرجى الاطلاع على [README للترجمة](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) لمزيد من المعلومات، واترك لنا تعليقًا في قناة `global-users` على [خادم المجتمع على Discord](https://discord.gg/8Tpq4AcN9c).
+> نحن نبحث عن مساهمين لمساعدة في ترجمة Dify إلى لغات أخرى غير اللغة الصينية المندرين أو الإنجليزية. إذا كنت مهتمًا بالمساعدة، يرجى الاطلاع على [README للترجمة](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) لمزيد من المعلومات، واترك لنا تعليقًا في قناة `global-users` على [خادم المجتمع على Discord](https://discord.gg/8Tpq4AcN9c).
 
 **المساهمون**
 

README_BN.md

@@ -225,7 +225,8 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন
 
 ##### AWS
 
-- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK by @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK by @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### Alibaba Cloud ব্যবহার করে ডিপ্লয়
 
@@ -235,13 +236,17 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন
 
  [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
 
+ #### AKS-এ ডিপ্লয় করার জন্য Azure Devops Pipeline ব্যবহার
+
+[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) ব্যবহার করে Dify কে AKS-এ এক ক্লিকে ডিপ্লয় করুন
+
 
 ## Contributing
 
 যারা কোড অবদান রাখতে চান, তাদের জন্য আমাদের [অবদান নির্দেশিকা] দেখুন (https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)।
 একই সাথে, সোশ্যাল মিডিয়া এবং ইভেন্ট এবং কনফারেন্সে এটি শেয়ার করে Dify কে সমর্থন করুন।
 
-> আমরা ম্যান্ডারিন বা ইংরেজি ছাড়া অন্য ভাষায় Dify অনুবাদ করতে সাহায্য করার জন্য অবদানকারীদের খুঁজছি। আপনি যদি সাহায্য করতে আগ্রহী হন, তাহলে আরও তথ্যের জন্য [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) দেখুন এবং আমাদের [ডিসকর্ড কমিউনিটি সার্ভার](https://discord.gg/8Tpq4AcN9c) এর `গ্লোবাল-ইউজারস` চ্যানেলে আমাদের একটি মন্তব্য করুন।
+> আমরা ম্যান্ডারিন বা ইংরেজি ছাড়া অন্য ভাষায় Dify অনুবাদ করতে সাহায্য করার জন্য অবদানকারীদের খুঁজছি। আপনি যদি সাহায্য করতে আগ্রহী হন, তাহলে আরও তথ্যের জন্য [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) দেখুন এবং আমাদের [ডিসকর্ড কমিউনিটি সার্ভার](https://discord.gg/8Tpq4AcN9c) এর `গ্লোবাল-ইউজারস` চ্যানেলে আমাদের একটি মন্তব্য করুন।
 
 ## কমিউনিটি এবং যোগাযোগ
 

README_CN.md

@@ -223,7 +223,8 @@ docker compose up -d
 使用 [CDK](https://aws.amazon.com/cdk/) 将 Dify 部署到 AWS
 
 ##### AWS 
-- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK by @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK by @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### 使用 阿里云计算巢 部署
 
@@ -233,6 +234,9 @@ docker compose up -d
 
 使用 [阿里云数据管理DMS](https://help.aliyun.com/zh/dms/dify-in-invitational-preview) 将 Dify 一键部署到 阿里云
 
+#### 使用 Azure Devops Pipeline 部署到AKS
+
+使用[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) 将 Dify 一键部署到 AKS
 
 ## Star History
 
@@ -244,7 +248,7 @@ docker compose up -d
 对于那些想要贡献代码的人，请参阅我们的[贡献指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)。
 同时，请考虑通过社交媒体、活动和会议来支持 Dify 的分享。
 
-> 我们正在寻找贡献者来帮助将 Dify 翻译成除了中文和英文之外的其他语言。如果您有兴趣帮助，请参阅我们的[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md)获取更多信息，并在我们的[Discord 社区服务器](https://discord.gg/8Tpq4AcN9c)的`global-users`频道中留言。
+> 我们正在寻找贡献者来帮助将 Dify 翻译成除了中文和英文之外的其他语言。如果您有兴趣帮助，请参阅我们的[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)获取更多信息，并在我们的[Discord 社区服务器](https://discord.gg/8Tpq4AcN9c)的`global-users`频道中留言。
 
 **Contributors**
 

README_DE.md

@@ -220,7 +220,8 @@ Stellen Sie Dify mit nur einem Klick mithilfe von [terraform](https://www.terraf
 Bereitstellung von Dify auf AWS mit [CDK](https://aws.amazon.com/cdk/)
 
 ##### AWS 
-- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK by @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK by @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### Alibaba Cloud 
 
@@ -230,13 +231,17 @@ Bereitstellung von Dify auf AWS mit [CDK](https://aws.amazon.com/cdk/)
 
 Ein-Klick-Bereitstellung von Dify in der Alibaba Cloud mit [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
 
+#### Verwendung von Azure Devops Pipeline für AKS-Bereitstellung
+
+Stellen Sie Dify mit einem Klick in AKS bereit, indem Sie [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) verwenden
+
 
 ## Contributing
 
 Falls Sie Code beitragen möchten, lesen Sie bitte unseren [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). Gleichzeitig bitten wir Sie, Dify zu unterstützen, indem Sie es in den sozialen Medien teilen und auf Veranstaltungen und Konferenzen präsentieren.
 
 
-> Wir suchen Mitwirkende, die dabei helfen, Dify in weitere Sprachen zu übersetzen – außer Mandarin oder Englisch. Wenn Sie Interesse an einer Mitarbeit haben, lesen Sie bitte die [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) für weitere Informationen und hinterlassen Sie einen Kommentar im `global-users`-Kanal unseres [Discord Community Servers](https://discord.gg/8Tpq4AcN9c).
+> Wir suchen Mitwirkende, die dabei helfen, Dify in weitere Sprachen zu übersetzen – außer Mandarin oder Englisch. Wenn Sie Interesse an einer Mitarbeit haben, lesen Sie bitte die [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) für weitere Informationen und hinterlassen Sie einen Kommentar im `global-users`-Kanal unseres [Discord Community Servers](https://discord.gg/8Tpq4AcN9c).
 
 ## Gemeinschaft & Kontakt
 

README_ES.md

@@ -220,7 +220,8 @@ Despliega Dify en una plataforma en la nube con un solo clic utilizando [terrafo
 Despliegue Dify en AWS usando [CDK](https://aws.amazon.com/cdk/)
 
 ##### AWS 
-- [AWS CDK por @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK por @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK por @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### Alibaba Cloud
 
@@ -230,6 +231,10 @@ Despliegue Dify en AWS usando [CDK](https://aws.amazon.com/cdk/)
 
 Despliega Dify en Alibaba Cloud con un solo clic con [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
 
+#### Uso de Azure Devops Pipeline para implementar en AKS
+
+Implementa Dify en AKS con un clic usando [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
+
 
 ## Contribuir
 
@@ -237,7 +242,7 @@ Para aquellos que deseen contribuir con código, consulten nuestra [Guía de con
 Al mismo tiempo, considera apoyar a Dify compartiéndolo en redes sociales y en eventos y conferencias.
 
 
-> Estamos buscando colaboradores para ayudar con la traducción de Dify a idiomas que no sean el mandarín o el inglés. Si estás interesado en ayudar, consulta el [README de i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) para obtener más información y déjanos un comentario en el canal `global-users` de nuestro [Servidor de Comunidad en Discord](https://discord.gg/8Tpq4AcN9c).
+> Estamos buscando colaboradores para ayudar con la traducción de Dify a idiomas que no sean el mandarín o el inglés. Si estás interesado en ayudar, consulta el [README de i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) para obtener más información y déjanos un comentario en el canal `global-users` de nuestro [Servidor de Comunidad en Discord](https://discord.gg/8Tpq4AcN9c).
 
 **Contribuidores**
 

README_FR.md

@@ -218,7 +218,8 @@ Déployez Dify sur une plateforme cloud en un clic en utilisant [terraform](http
 Déployez Dify sur AWS en utilisant [CDK](https://aws.amazon.com/cdk/)
 
 ##### AWS 
-- [AWS CDK par @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK par @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK par @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### Alibaba Cloud
 
@@ -228,6 +229,10 @@ Déployez Dify sur AWS en utilisant [CDK](https://aws.amazon.com/cdk/)
 
 Déployez Dify en un clic sur Alibaba Cloud avec [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
 
+#### Utilisation d'Azure Devops Pipeline pour déployer sur AKS
+
+Déployez Dify sur AKS en un clic en utilisant [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
+
 
 ## Contribuer
 
@@ -235,7 +240,7 @@ Pour ceux qui souhaitent contribuer du code, consultez notre [Guide de contribut
 Dans le même temps, veuillez envisager de soutenir Dify en le partageant sur les réseaux sociaux et lors d'événements et de conférences.
 
 
-> Nous recherchons des contributeurs pour aider à traduire Dify dans des langues autres que le mandarin ou l'anglais. Si vous êtes intéressé à aider, veuillez consulter le [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) pour plus d'informations, et laissez-nous un commentaire dans le canal `global-users` de notre [Serveur communautaire Discord](https://discord.gg/8Tpq4AcN9c).
+> Nous recherchons des contributeurs pour aider à traduire Dify dans des langues autres que le mandarin ou l'anglais. Si vous êtes intéressé à aider, veuillez consulter le [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) pour plus d'informations, et laissez-nous un commentaire dans le canal `global-users` de notre [Serveur communautaire Discord](https://discord.gg/8Tpq4AcN9c).
 
 **Contributeurs**
 

README_JA.md

@@ -219,7 +219,8 @@ docker compose up -d
 [CDK](https://aws.amazon.com/cdk/) を使用して、DifyをAWSにデプロイします
 
 ##### AWS
-- [@KevinZhaoによるAWS CDK](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [@KevinZhaoによるAWS CDK (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [@tmokmssによるAWS CDK (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### Alibaba Cloud
 [Alibaba Cloud Computing Nest](https://computenest.console.aliyun.com/service/instance/create/default?type=user&ServiceName=Dify%E7%A4%BE%E5%8C%BA%E7%89%88)
@@ -227,6 +228,10 @@ docker compose up -d
 #### Alibaba Cloud Data Management
 [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/) を利用して、DifyをAlibaba Cloudへワンクリックでデプロイできます
 
+#### AKSへのデプロイにAzure Devops Pipelineを使用
+
+[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)を使用してDifyをAKSにワンクリックでデプロイ
+
 
 ## 貢献
 
@@ -234,7 +239,7 @@ docker compose up -d
 同時に、DifyをSNSやイベント、カンファレンスで共有してサポートしていただけると幸いです。
 
 
-> Difyを英語または中国語以外の言語に翻訳してくれる貢献者を募集しています。興味がある場合は、詳細については[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md)を参照してください。また、[Discordコミュニティサーバー](https://discord.gg/8Tpq4AcN9c)の`global-users`チャンネルにコメントを残してください。
+> Difyを英語または中国語以外の言語に翻訳してくれる貢献者を募集しています。興味がある場合は、詳細については[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)を参照してください。また、[Discordコミュニティサーバー](https://discord.gg/8Tpq4AcN9c)の`global-users`チャンネルにコメントを残してください。
 
 **貢献者**
 

README_KL.md

@@ -218,7 +218,8 @@ wa'logh nIqHom neH ghun deployment toy'wI' [terraform](https://www.terraform.io/
 wa'logh nIqHom neH ghun deployment toy'wI' [CDK](https://aws.amazon.com/cdk/) lo'laH.
 
 ##### AWS 
-- [AWS CDK qachlot @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK qachlot @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK qachlot @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### Alibaba Cloud
 
@@ -228,6 +229,10 @@ wa'logh nIqHom neH ghun deployment toy'wI' [CDK](https://aws.amazon.com/cdk/) lo
 
 [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
 
+#### AKS 'e' Deploy je Azure Devops Pipeline lo'laH
+
+[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) lo'laH Dify AKS 'e' wa'DIch click 'e' Deploy
+
 
 ## Contributing
 
@@ -235,7 +240,7 @@ For those who'd like to contribute code, see our [Contribution Guide](https://gi
 At the same time, please consider supporting Dify by sharing it on social media and at events and conferences.
 
 
-> We are looking for contributors to help with translating Dify to languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
+> We are looking for contributors to help with translating Dify to languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
 
 **Contributors**
 

README_KR.md

@@ -212,7 +212,8 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 [CDK](https://aws.amazon.com/cdk/)를 사용하여 AWS에 Dify 배포
 
 ##### AWS 
-- [KevinZhao의 AWS CDK](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [KevinZhao의 AWS CDK (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [tmokmss의 AWS CDK (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### Alibaba Cloud
 
@@ -222,6 +223,10 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 
 [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)를 통해 원클릭으로 Dify를 Alibaba Cloud에 배포할 수 있습니다
 
+#### AKS에 배포하기 위해 Azure Devops Pipeline 사용
+
+[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)을 사용하여 Dify를 AKS에 원클릭으로 배포
+
 
 ## 기여
 
@@ -229,7 +234,7 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 동시에 Dify를 소셜 미디어와 행사 및 컨퍼런스에 공유하여 지원하는 것을 고려해 주시기 바랍니다.
 
 
-> 우리는 Dify를 중국어나 영어 이외의 언어로 번역하는 데 도움을 줄 수 있는 기여자를 찾고 있습니다. 도움을 주고 싶으시다면 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md)에서 더 많은 정보를 확인하시고 [Discord 커뮤니티 서버](https://discord.gg/8Tpq4AcN9c)의 `global-users` 채널에 댓글을 남겨주세요. 
+> 우리는 Dify를 중국어나 영어 이외의 언어로 번역하는 데 도움을 줄 수 있는 기여자를 찾고 있습니다. 도움을 주고 싶으시다면 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)에서 더 많은 정보를 확인하시고 [Discord 커뮤니티 서버](https://discord.gg/8Tpq4AcN9c)의 `global-users` 채널에 댓글을 남겨주세요. 
 
 **기여자**
 

README_PT.md

@@ -217,7 +217,8 @@ Implante o Dify na Plataforma Cloud com um único clique usando [terraform](http
 Implante o Dify na AWS usando [CDK](https://aws.amazon.com/cdk/)
 
 ##### AWS 
-- [AWS CDK por @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK por @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK por @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### Alibaba Cloud
 
@@ -227,13 +228,17 @@ Implante o Dify na AWS usando [CDK](https://aws.amazon.com/cdk/)
 
 Implante o Dify na Alibaba Cloud com um clique usando o [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
 
+#### Usando Azure Devops Pipeline para Implantar no AKS
+
+Implante o Dify no AKS com um clique usando [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
+
 
 ## Contribuindo
 
 Para aqueles que desejam contribuir com código, veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). 
 Ao mesmo tempo, considere apoiar o Dify compartilhando-o nas redes sociais e em eventos e conferências.
 
-> Estamos buscando contribuidores para ajudar na tradução do Dify para idiomas além de Mandarim e Inglês. Se você tiver interesse em ajudar, consulte o [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) para mais informações e deixe-nos um comentário no canal `global-users` em nosso [Servidor da Comunidade no Discord](https://discord.gg/8Tpq4AcN9c).
+> Estamos buscando contribuidores para ajudar na tradução do Dify para idiomas além de Mandarim e Inglês. Se você tiver interesse em ajudar, consulte o [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) para mais informações e deixe-nos um comentário no canal `global-users` em nosso [Servidor da Comunidade no Discord](https://discord.gg/8Tpq4AcN9c).
 
 **Contribuidores**
 

README_SI.md

@@ -218,7 +218,8 @@ namestite Dify v Cloud Platform z enim klikom z uporabo [terraform](https://www.
 Uvedite Dify v AWS z uporabo [CDK](https://aws.amazon.com/cdk/)
 
 ##### AWS 
-- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK by @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK by @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### Alibaba Cloud
 
@@ -228,6 +229,10 @@ Uvedite Dify v AWS z uporabo [CDK](https://aws.amazon.com/cdk/)
 
 Z enim klikom namestite Dify na Alibaba Cloud z [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
 
+#### Uporaba Azure Devops Pipeline za uvajanje v AKS
+
+Z enim klikom namestite Dify v AKS z uporabo [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
+
 
 ## Prispevam
 

README_TR.md

@@ -211,7 +211,8 @@ Dify'ı bulut platformuna tek tıklamayla dağıtın [terraform](https://www.ter
 [CDK](https://aws.amazon.com/cdk/) kullanarak Dify'ı AWS'ye dağıtın
 
 ##### AWS 
-- [AWS CDK tarafından @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK tarafından @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK tarafından @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### Alibaba Cloud
 
@@ -221,13 +222,17 @@ Dify'ı bulut platformuna tek tıklamayla dağıtın [terraform](https://www.ter
 
 [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/) kullanarak Dify'ı tek tıkla Alibaba Cloud'a dağıtın
 
+#### AKS'ye Dağıtım için Azure Devops Pipeline Kullanımı
+
+[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) kullanarak Dify'ı tek tıkla AKS'ye dağıtın
+
 
 ## Katkıda Bulunma
 
 Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) bakabilirsiniz.
 Aynı zamanda, lütfen Dify'ı sosyal medyada, etkinliklerde ve konferanslarda paylaşarak desteklemeyi düşünün.
 
-> Dify'ı Mandarin veya İngilizce dışındaki dillere çevirmemize yardımcı olacak katkıda bulunanlara ihtiyacımız var. Yardımcı olmakla ilgileniyorsanız, lütfen daha fazla bilgi için [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) dosyasına bakın ve [Discord Topluluk Sunucumuzdaki](https://discord.gg/8Tpq4AcN9c) `global-users` kanalında bize bir yorum bırakın.
+> Dify'ı Mandarin veya İngilizce dışındaki dillere çevirmemize yardımcı olacak katkıda bulunanlara ihtiyacımız var. Yardımcı olmakla ilgileniyorsanız, lütfen daha fazla bilgi için [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) dosyasına bakın ve [Discord Topluluk Sunucumuzdaki](https://discord.gg/8Tpq4AcN9c) `global-users` kanalında bize bir yorum bırakın.
 
 **Katkıda Bulunanlar**
 

README_TW.md

@@ -223,7 +223,8 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify
 
 ### AWS
 
-- [由 @KevinZhao 提供的 AWS CDK](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [由 @KevinZhao 提供的 AWS CDK (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [由 @tmokmss 提供的 AWS CDK (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 #### 使用 阿里云计算巢進行部署
 
@@ -233,13 +234,17 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify
 
 透過 [阿里雲數據管理DMS](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)，一鍵將 Dify 部署至阿里雲
 
+#### 使用 Azure Devops Pipeline 部署到AKS
+
+使用[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) 將 Dify 一鍵部署到 AKS
+
 
 ## 貢獻
 
 對於想要貢獻程式碼的開發者，請參閱我們的[貢獻指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)。
 同時，也請考慮透過在社群媒體和各種活動與會議上分享 Dify 來支持我們。
 
-> 我們正在尋找貢獻者協助將 Dify 翻譯成中文和英文以外的語言。如果您有興趣幫忙，請查看 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) 獲取更多資訊，並在我們的 [Discord 社群伺服器](https://discord.gg/8Tpq4AcN9c) 的 `global-users` 頻道留言給我們。
+> 我們正在尋找貢獻者協助將 Dify 翻譯成中文和英文以外的語言。如果您有興趣幫忙，請查看 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) 獲取更多資訊，並在我們的 [Discord 社群伺服器](https://discord.gg/8Tpq4AcN9c) 的 `global-users` 頻道留言給我們。
 
 ## 社群與聯絡方式
 

README_VI.md

@@ -213,7 +213,8 @@ Triển khai Dify lên nền tảng đám mây với một cú nhấp chuột b
 Triển khai Dify trên AWS bằng [CDK](https://aws.amazon.com/cdk/)
 
 ##### AWS 
-- [AWS CDK bởi @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK bởi @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+- [AWS CDK bởi @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
 
 
 #### Alibaba Cloud
@@ -224,6 +225,10 @@ Triển khai Dify trên AWS bằng [CDK](https://aws.amazon.com/cdk/)
 
 Triển khai Dify lên Alibaba Cloud chỉ với một cú nhấp chuột bằng [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
 
+#### Sử dụng Azure Devops Pipeline để Triển khai lên AKS
+
+Triển khai Dify lên AKS chỉ với một cú nhấp chuột bằng [Azure Devops Pipeline Helm Chart bởi @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
+
 
 ## Đóng góp
 
@@ -231,7 +236,7 @@ Triển khai Dify lên Alibaba Cloud chỉ với một cú nhấp chuột bằng
 Đồng thời, vui lòng xem xét hỗ trợ Dify bằng cách chia sẻ nó trên mạng xã hội và tại các sự kiện và hội nghị.
 
 
-> Chúng tôi đang tìm kiếm người đóng góp để giúp dịch Dify sang các ngôn ngữ khác ngoài tiếng Trung hoặc tiếng Anh. Nếu bạn quan tâm đến việc giúp đỡ, vui lòng xem [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) để biết thêm thông tin và để lại bình luận cho chúng tôi trong kênh `global-users` của [Máy chủ Cộng đồng Discord](https://discord.gg/8Tpq4AcN9c) của chúng tôi.
+> Chúng tôi đang tìm kiếm người đóng góp để giúp dịch Dify sang các ngôn ngữ khác ngoài tiếng Trung hoặc tiếng Anh. Nếu bạn quan tâm đến việc giúp đỡ, vui lòng xem [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) để biết thêm thông tin và để lại bình luận cho chúng tôi trong kênh `global-users` của [Máy chủ Cộng đồng Discord](https://discord.gg/8Tpq4AcN9c) của chúng tôi.
 
 **Người đóng góp**
 

api/.env.example

@@ -4,18 +4,23 @@
 # Alternatively you can set it with `SECRET_KEY` environment variable.
 SECRET_KEY=
 
+# Ensure UTF-8 encoding
+LANG=en_US.UTF-8
+LC_ALL=en_US.UTF-8
+PYTHONIOENCODING=utf-8
+
 # Console API base URL
-CONSOLE_API_URL=http://127.0.0.1:5001
-CONSOLE_WEB_URL=http://127.0.0.1:3000
+CONSOLE_API_URL=http://localhost:5001
+CONSOLE_WEB_URL=http://localhost:3000
 
 # Service API base URL
-SERVICE_API_URL=http://127.0.0.1:5001
+SERVICE_API_URL=http://localhost:5001
 
 # Web APP base URL
-APP_WEB_URL=http://127.0.0.1:3000
+APP_WEB_URL=http://localhost:3000
 
 # Files URL
-FILES_URL=http://127.0.0.1:5001
+FILES_URL=http://localhost:5001
 
 # INTERNAL_FILES_URL is used for plugin daemon communication within Docker network.
 # Set this to the internal Docker service URL for proper plugin file access.
@@ -37,6 +42,15 @@ REDIS_PORT=6379
 REDIS_USERNAME=
 REDIS_PASSWORD=difyai123456
 REDIS_USE_SSL=false
+# SSL configuration for Redis (when REDIS_USE_SSL=true)
+REDIS_SSL_CERT_REQS=CERT_NONE
+# Options: CERT_NONE, CERT_OPTIONAL, CERT_REQUIRED
+REDIS_SSL_CA_CERTS=
+# Path to CA certificate file for SSL verification
+REDIS_SSL_CERTFILE=
+# Path to client certificate file for SSL authentication
+REDIS_SSL_KEYFILE=
+# Path to client private key file for SSL authentication
 REDIS_DB=0
 
 # redis Sentinel configuration.
@@ -54,7 +68,7 @@ REDIS_CLUSTERS_PASSWORD=
 
 # celery configuration
 CELERY_BROKER_URL=redis://:difyai123456@localhost:${REDIS_PORT}/1
-
+CELERY_BACKEND=redis
 # PostgreSQL database configuration
 DB_USERNAME=postgres
 DB_PASSWORD=difyai123456
@@ -138,12 +152,14 @@ SUPABASE_API_KEY=your-access-key
 SUPABASE_URL=your-server-url
 
 # CORS configuration
-WEB_API_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
-CONSOLE_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
+WEB_API_CORS_ALLOW_ORIGINS=http://localhost:3000,*
+CONSOLE_CORS_ALLOW_ORIGINS=http://localhost:3000,*
 
 # Vector database configuration
-# support: weaviate, qdrant, milvus, myscale, relyt, pgvecto_rs, pgvector, pgvector, chroma, opensearch, tidb_vector, couchbase, vikingdb, upstash, lindorm, oceanbase, opengauss, tablestore, matrixone
+# Supported values are `weaviate`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `oceanbase`, `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`.
 VECTOR_STORE=weaviate
+# Prefix used to create collection name in vector database
+VECTOR_INDEX_NAME_PREFIX=Vector_index
 
 # Weaviate configuration
 WEAVIATE_ENDPOINT=http://localhost:8080
@@ -225,6 +241,7 @@ TABLESTORE_ENDPOINT=https://instance-name.cn-hangzhou.ots.aliyuncs.com
 TABLESTORE_INSTANCE_NAME=instance-name
 TABLESTORE_ACCESS_KEY_ID=xxx
 TABLESTORE_ACCESS_KEY_SECRET=xxx
+TABLESTORE_NORMALIZE_FULLTEXT_BM25_SCORE=false
 
 # Tidb Vector configuration
 TIDB_VECTOR_HOST=xxx.eu-central-1.xxx.aws.tidbcloud.com
@@ -469,6 +486,16 @@ APP_MAX_ACTIVE_REQUESTS=0
 # Celery beat configuration
 CELERY_BEAT_SCHEDULER_TIME=1
 
+# Celery schedule tasks configuration
+ENABLE_CLEAN_EMBEDDING_CACHE_TASK=false
+ENABLE_CLEAN_UNUSED_DATASETS_TASK=false
+ENABLE_CREATE_TIDB_SERVERLESS_TASK=false
+ENABLE_UPDATE_TIDB_SERVERLESS_STATUS_TASK=false
+ENABLE_CLEAN_MESSAGES=false
+ENABLE_MAIL_CLEAN_DOCUMENT_NOTIFY_TASK=false
+ENABLE_DATASETS_QUEUE_MONITOR=false
+ENABLE_CHECK_UPGRADABLE_PLUGIN_TASK=true
+
 # Position configuration
 POSITION_TOOL_PINS=
 POSITION_TOOL_INCLUDES=
@@ -495,6 +522,8 @@ ENDPOINT_URL_TEMPLATE=http://localhost:5002/e/{hook_id}
 
 # Reset password token expiry minutes
 RESET_PASSWORD_TOKEN_EXPIRY_MINUTES=5
+CHANGE_EMAIL_TOKEN_EXPIRY_MINUTES=5
+OWNER_TRANSFER_TOKEN_EXPIRY_MINUTES=5
 
 CREATE_TIDB_SERVICE_JOB_ENABLED=false
 
@@ -505,6 +534,8 @@ LOGIN_LOCKOUT_DURATION=86400
 
 # Enable OpenTelemetry
 ENABLE_OTEL=false
+OTLP_TRACE_ENDPOINT=
+OTLP_METRIC_ENDPOINT=
 OTLP_BASE_ENDPOINT=http://localhost:4318
 OTLP_API_KEY=
 OTEL_EXPORTER_OTLP_PROTOCOL=

api/.ruff.toml

@@ -42,6 +42,8 @@ select = [
     "S301", # suspicious-pickle-usage, disallow use of `pickle` and its wrappers.
     "S302", # suspicious-marshal-usage, disallow use of `marshal` module
     "S311", # suspicious-non-cryptographic-random-usage
+    "G001", # don't use str format to logging messages
+    "G004", # don't use f-strings to format logging messages
 ]
 
 ignore = [

api/Dockerfile

@@ -4,7 +4,7 @@ FROM python:3.12-slim-bookworm AS base
 WORKDIR /app/api
 
 # Install uv
-ENV UV_VERSION=0.7.11
+ENV UV_VERSION=0.8.9
 
 RUN pip install --no-cache-dir uv==${UV_VERSION}
 
@@ -19,7 +19,7 @@ RUN apt-get update \
 
 # Install Python dependencies
 COPY pyproject.toml uv.lock ./
-RUN uv sync --locked
+RUN uv sync --locked --no-dev
 
 # production stage
 FROM base AS production
@@ -37,6 +37,11 @@ EXPOSE 5001
 # set timezone
 ENV TZ=UTC
 
+# Set UTF-8 locale
+ENV LANG=en_US.UTF-8
+ENV LC_ALL=en_US.UTF-8
+ENV PYTHONIOENCODING=utf-8
+
 WORKDIR /app/api
 
 RUN \
@@ -47,6 +52,8 @@ RUN \
         curl nodejs libgmp-dev libmpfr-dev libmpc-dev \
         # For Security
         expat libldap-2.5-0 perl libsqlite3-0 zlib1g \
+        # install fonts to support the use of tools like pypdfium2
+        fonts-noto-cjk \
         # install a package to improve the accuracy of guessing mime type and file extension
         media-types \
         # install libmagic to support the use of python-magic guess MIMETYPE

api/README.md

@@ -74,7 +74,12 @@
 10. 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 gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion
+   uv run celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage
+   ```
+
+   Addition, if you want to debug the celery scheduled tasks, you can use the following command in another terminal:
+   ```bash
+   uv run celery -A app.celery beat 
    ```
 
 ## Testing

api/app.py

@@ -1,4 +1,3 @@
-import os
 import sys
 
 
@@ -17,20 +16,20 @@ else:
     # It seems that JetBrains Python debugger does not work well with gevent,
     # so we need to disable gevent in debug mode.
     # If you are using debugpy and set GEVENT_SUPPORT=True, you can debug with gevent.
-    if (flask_debug := os.environ.get("FLASK_DEBUG", "0")) and flask_debug.lower() in {"false", "0", "no"}:
-        from gevent import monkey
+    # if (flask_debug := os.environ.get("FLASK_DEBUG", "0")) and flask_debug.lower() in {"false", "0", "no"}:
+    # from gevent import monkey
+    #
+    # # gevent
+    # monkey.patch_all()
+    #
+    # from grpc.experimental import gevent as grpc_gevent  # type: ignore
+    #
+    # # grpc gevent
+    # grpc_gevent.init_gevent()
 
-        # gevent
-        monkey.patch_all()
-
-        from grpc.experimental import gevent as grpc_gevent  # type: ignore
-
-        # grpc gevent
-        grpc_gevent.init_gevent()
-
-        import psycogreen.gevent  # type: ignore
-
-        psycogreen.gevent.patch_psycopg()
+    # import psycogreen.gevent  # type: ignore
+    #
+    # psycogreen.gevent.patch_psycopg()
 
     from app_factory import create_app
 

api/app_factory.py

@@ -32,7 +32,7 @@ def create_app() -> DifyApp:
     initialize_extensions(app)
     end_time = time.perf_counter()
     if dify_config.DEBUG:
-        logging.info(f"Finished create_app ({round((end_time - start_time) * 1000, 2)} ms)")
+        logging.info("Finished create_app (%s ms)", round((end_time - start_time) * 1000, 2))
     return app
 
 
@@ -51,6 +51,7 @@ def initialize_extensions(app: DifyApp):
         ext_login,
         ext_mail,
         ext_migrate,
+        ext_orjson,
         ext_otel,
         ext_proxy_fix,
         ext_redis,
@@ -67,6 +68,7 @@ def initialize_extensions(app: DifyApp):
         ext_logging,
         ext_warnings,
         ext_import_modules,
+        ext_orjson,
         ext_set_secretkey,
         ext_compress,
         ext_code_based_extension,
@@ -91,14 +93,14 @@ def initialize_extensions(app: DifyApp):
         is_enabled = ext.is_enabled() if hasattr(ext, "is_enabled") else True
         if not is_enabled:
             if dify_config.DEBUG:
-                logging.info(f"Skipped {short_name}")
+                logging.info("Skipped %s", short_name)
             continue
 
         start_time = time.perf_counter()
         ext.init_app(app)
         end_time = time.perf_counter()
         if dify_config.DEBUG:
-            logging.info(f"Loaded {short_name} ({round((end_time - start_time) * 1000, 2)} ms)")
+            logging.info("Loaded %s (%s ms)", short_name, round((end_time - start_time) * 1000, 2))
 
 
 def create_migrations_app():

api/commands.py

@@ -2,19 +2,26 @@ import base64
 import json
 import logging
 import secrets
-from typing import Optional
+from typing import Any, Optional
 
 import click
+import sqlalchemy as sa
 from flask import current_app
+from pydantic import TypeAdapter
 from sqlalchemy import select
-from werkzeug.exceptions import NotFound
+from sqlalchemy.exc import SQLAlchemyError
 
 from configs import dify_config
 from constants.languages import languages
+from core.helper import encrypter
+from core.plugin.entities.plugin import DatasourceProviderID, PluginInstallationSource, ToolProviderID
+from core.plugin.impl.plugin import PluginInstaller
 from core.rag.datasource.vdb.vector_factory import Vector
 from core.rag.datasource.vdb.vector_type import VectorType
 from core.rag.index_processor.constant.built_in_field import BuiltInField
 from core.rag.models.document import Document
+from core.tools.entities.tool_entities import CredentialType
+from core.tools.utils.system_oauth_encryption import encrypt_system_oauth_params
 from events.app_event import app_was_created
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
@@ -26,11 +33,15 @@ from models import Tenant
 from models.dataset import Dataset, DatasetCollectionBinding, DatasetMetadata, DatasetMetadataBinding, DocumentSegment
 from models.dataset import Document as DatasetDocument
 from models.model import Account, App, AppAnnotationSetting, AppMode, Conversation, MessageAnnotation
+from models.oauth import DatasourceOauthParamConfig, DatasourceProvider
 from models.provider import Provider, ProviderModel
+from models.source import DataSourceApiKeyAuthBinding, DataSourceOauthBinding
+from models.tools import ToolOAuthSystemClient
 from services.account_service import AccountService, RegisterService, TenantService
 from services.clear_free_plan_tenant_expired_logs import ClearFreePlanTenantExpiredLogs
 from services.plugin.data_migration import PluginDataMigration
 from services.plugin.plugin_migration import PluginMigration
+from tasks.remove_app_and_related_data_task import delete_draft_variables_batch
 
 
 @click.command("reset-password", help="Reset the account password.")
@@ -46,16 +57,16 @@ def reset_password(email, new_password, password_confirm):
         click.echo(click.style("Passwords do not match.", fg="red"))
         return
 
-    account = db.session.query(Account).filter(Account.email == email).one_or_none()
+    account = db.session.query(Account).where(Account.email == email).one_or_none()
 
     if not account:
-        click.echo(click.style("Account not found for email: {}".format(email), fg="red"))
+        click.echo(click.style(f"Account not found for email: {email}", fg="red"))
         return
 
     try:
         valid_password(new_password)
     except:
-        click.echo(click.style("Invalid password. Must match {}".format(password_pattern), fg="red"))
+        click.echo(click.style(f"Invalid password. Must match {password_pattern}", fg="red"))
         return
 
     # generate password salt
@@ -85,16 +96,16 @@ def reset_email(email, new_email, email_confirm):
         click.echo(click.style("New emails do not match.", fg="red"))
         return
 
-    account = db.session.query(Account).filter(Account.email == email).one_or_none()
+    account = db.session.query(Account).where(Account.email == email).one_or_none()
 
     if not account:
-        click.echo(click.style("Account not found for email: {}".format(email), fg="red"))
+        click.echo(click.style(f"Account not found for email: {email}", fg="red"))
         return
 
     try:
         email_validate(new_email)
     except:
-        click.echo(click.style("Invalid email: {}".format(new_email), fg="red"))
+        click.echo(click.style(f"Invalid email: {new_email}", fg="red"))
         return
 
     account.email = new_email
@@ -132,13 +143,13 @@ def reset_encrypt_key_pair():
 
         tenant.encrypt_public_key = generate_key_pair(tenant.id)
 
-        db.session.query(Provider).filter(Provider.provider_type == "custom", Provider.tenant_id == tenant.id).delete()
-        db.session.query(ProviderModel).filter(ProviderModel.tenant_id == tenant.id).delete()
+        db.session.query(Provider).where(Provider.provider_type == "custom", Provider.tenant_id == tenant.id).delete()
+        db.session.query(ProviderModel).where(ProviderModel.tenant_id == tenant.id).delete()
         db.session.commit()
 
         click.echo(
             click.style(
-                "Congratulations! The asymmetric key pair of workspace {} has been reset.".format(tenant.id),
+                f"Congratulations! The asymmetric key pair of workspace {tenant.id} has been reset.",
                 fg="green",
             )
         )
@@ -168,7 +179,7 @@ def migrate_annotation_vector_database():
             per_page = 50
             apps = (
                 db.session.query(App)
-                .filter(App.status == "normal")
+                .where(App.status == "normal")
                 .order_by(App.created_at.desc())
                 .limit(per_page)
                 .offset((page - 1) * per_page)
@@ -176,8 +187,8 @@ def migrate_annotation_vector_database():
             )
             if not apps:
                 break
-        except NotFound:
-            break
+        except SQLAlchemyError:
+            raise
 
         page += 1
         for app in apps:
@@ -186,25 +197,25 @@ def migrate_annotation_vector_database():
                 f"Processing the {total_count} app {app.id}. " + f"{create_count} created, {skipped_count} skipped."
             )
             try:
-                click.echo("Creating app annotation index: {}".format(app.id))
+                click.echo(f"Creating app annotation index: {app.id}")
                 app_annotation_setting = (
-                    db.session.query(AppAnnotationSetting).filter(AppAnnotationSetting.app_id == app.id).first()
+                    db.session.query(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app.id).first()
                 )
 
                 if not app_annotation_setting:
                     skipped_count = skipped_count + 1
-                    click.echo("App annotation setting disabled: {}".format(app.id))
+                    click.echo(f"App annotation setting disabled: {app.id}")
                     continue
                 # get dataset_collection_binding info
                 dataset_collection_binding = (
                     db.session.query(DatasetCollectionBinding)
-                    .filter(DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id)
+                    .where(DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id)
                     .first()
                 )
                 if not dataset_collection_binding:
-                    click.echo("App annotation collection binding not found: {}".format(app.id))
+                    click.echo(f"App annotation collection binding not found: {app.id}")
                     continue
-                annotations = db.session.query(MessageAnnotation).filter(MessageAnnotation.app_id == app.id).all()
+                annotations = db.session.query(MessageAnnotation).where(MessageAnnotation.app_id == app.id).all()
                 dataset = Dataset(
                     id=app.id,
                     tenant_id=app.tenant_id,
@@ -248,9 +259,7 @@ def migrate_annotation_vector_database():
                 create_count += 1
             except Exception as e:
                 click.echo(
-                    click.style(
-                        "Error creating app annotation index: {} {}".format(e.__class__.__name__, str(e)), fg="red"
-                    )
+                    click.style(f"Error creating app annotation index: {e.__class__.__name__} {str(e)}", fg="red")
                 )
                 continue
 
@@ -301,12 +310,12 @@ def migrate_knowledge_vector_database():
     while True:
         try:
             stmt = (
-                select(Dataset).filter(Dataset.indexing_technique == "high_quality").order_by(Dataset.created_at.desc())
+                select(Dataset).where(Dataset.indexing_technique == "high_quality").order_by(Dataset.created_at.desc())
             )
 
             datasets = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
-        except NotFound:
-            break
+        except SQLAlchemyError:
+            raise
 
         page += 1
         for dataset in datasets:
@@ -315,7 +324,7 @@ def migrate_knowledge_vector_database():
                 f"Processing the {total_count} dataset {dataset.id}. {create_count} created, {skipped_count} skipped."
             )
             try:
-                click.echo("Creating dataset vector database index: {}".format(dataset.id))
+                click.echo(f"Creating dataset vector database index: {dataset.id}")
                 if dataset.index_struct_dict:
                     if dataset.index_struct_dict["type"] == vector_type:
                         skipped_count = skipped_count + 1
@@ -328,7 +337,7 @@ def migrate_knowledge_vector_database():
                     if dataset.collection_binding_id:
                         dataset_collection_binding = (
                             db.session.query(DatasetCollectionBinding)
-                            .filter(DatasetCollectionBinding.id == dataset.collection_binding_id)
+                            .where(DatasetCollectionBinding.id == dataset.collection_binding_id)
                             .one_or_none()
                         )
                         if dataset_collection_binding:
@@ -363,7 +372,7 @@ def migrate_knowledge_vector_database():
 
                 dataset_documents = (
                     db.session.query(DatasetDocument)
-                    .filter(
+                    .where(
                         DatasetDocument.dataset_id == dataset.id,
                         DatasetDocument.indexing_status == "completed",
                         DatasetDocument.enabled == True,
@@ -377,7 +386,7 @@ def migrate_knowledge_vector_database():
                 for dataset_document in dataset_documents:
                     segments = (
                         db.session.query(DocumentSegment)
-                        .filter(
+                        .where(
                             DocumentSegment.document_id == dataset_document.id,
                             DocumentSegment.status == "completed",
                             DocumentSegment.enabled == True,
@@ -419,9 +428,7 @@ def migrate_knowledge_vector_database():
                 create_count += 1
             except Exception as e:
                 db.session.rollback()
-                click.echo(
-                    click.style("Error creating dataset index: {} {}".format(e.__class__.__name__, str(e)), fg="red")
-                )
+                click.echo(click.style(f"Error creating dataset index: {e.__class__.__name__} {str(e)}", fg="red"))
                 continue
 
     click.echo(
@@ -457,14 +464,14 @@ def convert_to_agent_apps():
         """
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query))
+            rs = conn.execute(sa.text(sql_query))
 
             apps = []
             for i in rs:
                 app_id = str(i.id)
                 if app_id not in proceeded_app_ids:
                     proceeded_app_ids.append(app_id)
-                    app = db.session.query(App).filter(App.id == app_id).first()
+                    app = db.session.query(App).where(App.id == app_id).first()
                     if app is not None:
                         apps.append(app)
 
@@ -472,23 +479,23 @@ def convert_to_agent_apps():
                 break
 
         for app in apps:
-            click.echo("Converting app: {}".format(app.id))
+            click.echo(f"Converting app: {app.id}")
 
             try:
                 app.mode = AppMode.AGENT_CHAT.value
                 db.session.commit()
 
                 # update conversation mode to agent
-                db.session.query(Conversation).filter(Conversation.app_id == app.id).update(
+                db.session.query(Conversation).where(Conversation.app_id == app.id).update(
                     {Conversation.mode: AppMode.AGENT_CHAT.value}
                 )
 
                 db.session.commit()
-                click.echo(click.style("Converted app: {}".format(app.id), fg="green"))
+                click.echo(click.style(f"Converted app: {app.id}", fg="green"))
             except Exception as e:
-                click.echo(click.style("Convert app error: {} {}".format(e.__class__.__name__, str(e)), fg="red"))
+                click.echo(click.style(f"Convert app error: {e.__class__.__name__} {str(e)}", fg="red"))
 
-    click.echo(click.style("Conversion complete. Converted {} agent apps.".format(len(proceeded_app_ids)), fg="green"))
+    click.echo(click.style(f"Conversion complete. Converted {len(proceeded_app_ids)} agent apps.", fg="green"))
 
 
 @click.command("add-qdrant-index", help="Add Qdrant index.")
@@ -556,12 +563,12 @@ def old_metadata_migration():
         try:
             stmt = (
                 select(DatasetDocument)
-                .filter(DatasetDocument.doc_metadata.is_not(None))
+                .where(DatasetDocument.doc_metadata.is_not(None))
                 .order_by(DatasetDocument.created_at.desc())
             )
             documents = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
-        except NotFound:
-            break
+        except SQLAlchemyError:
+            raise
         if not documents:
             break
         for document in documents:
@@ -574,7 +581,7 @@ def old_metadata_migration():
                     else:
                         dataset_metadata = (
                             db.session.query(DatasetMetadata)
-                            .filter(DatasetMetadata.dataset_id == document.dataset_id, DatasetMetadata.name == key)
+                            .where(DatasetMetadata.dataset_id == document.dataset_id, DatasetMetadata.name == key)
                             .first()
                         )
                         if not dataset_metadata:
@@ -598,7 +605,7 @@ def old_metadata_migration():
                         else:
                             dataset_metadata_binding = (
                                 db.session.query(DatasetMetadataBinding)  # type: ignore
-                                .filter(
+                                .where(
                                     DatasetMetadataBinding.dataset_id == document.dataset_id,
                                     DatasetMetadataBinding.document_id == document.id,
                                     DatasetMetadataBinding.metadata_id == dataset_metadata.id,
@@ -661,7 +668,7 @@ def create_tenant(email: str, language: Optional[str] = None, name: Optional[str
 
     click.echo(
         click.style(
-            "Account and tenant created.\nAccount: {}\nPassword: {}".format(email, new_password),
+            f"Account and tenant created.\nAccount: {email}\nPassword: {new_password}",
             fg="green",
         )
     )
@@ -702,7 +709,7 @@ def fix_app_site_missing():
         sql = """select apps.id as id from apps left join sites on sites.app_id=apps.id
 where sites.id is null limit 1000"""
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql))
+            rs = conn.execute(sa.text(sql))
 
             processed_count = 0
             for i in rs:
@@ -713,7 +720,7 @@ where sites.id is null limit 1000"""
                     continue
 
                 try:
-                    app = db.session.query(App).filter(App.id == app_id).first()
+                    app = db.session.query(App).where(App.id == app_id).first()
                     if not app:
                         print(f"App {app_id} not found")
                         continue
@@ -722,16 +729,16 @@ where sites.id is null limit 1000"""
                     if tenant:
                         accounts = tenant.get_accounts()
                         if not accounts:
-                            print("Fix failed for app {}".format(app.id))
+                            print(f"Fix failed for app {app.id}")
                             continue
 
                         account = accounts[0]
-                        print("Fixing missing site for app {}".format(app.id))
+                        print(f"Fixing missing site for app {app.id}")
                         app_was_created.send(app, account=account)
                 except Exception:
                     failed_app_ids.append(app_id)
-                    click.echo(click.style("Failed to fix missing site for app {}".format(app_id), fg="red"))
-                    logging.exception(f"Failed to fix app related site missing issue, app_id: {app_id}")
+                    click.echo(click.style(f"Failed to fix missing site for app {app_id}", fg="red"))
+                    logging.exception("Failed to fix app related site missing issue, app_id: %s", app_id)
                     continue
 
             if not processed_count:
@@ -916,7 +923,7 @@ def clear_orphaned_file_records(force: bool):
         )
         orphaned_message_files = []
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(query))
+            rs = conn.execute(sa.text(query))
             for i in rs:
                 orphaned_message_files.append({"id": str(i[0]), "message_id": str(i[1])})
 
@@ -937,7 +944,7 @@ def clear_orphaned_file_records(force: bool):
             click.echo(click.style("- Deleting orphaned message_files records", fg="white"))
             query = "DELETE FROM message_files WHERE id IN :ids"
             with db.engine.begin() as conn:
-                conn.execute(db.text(query), {"ids": tuple([record["id"] for record in orphaned_message_files])})
+                conn.execute(sa.text(query), {"ids": tuple([record["id"] for record in orphaned_message_files])})
             click.echo(
                 click.style(f"Removed {len(orphaned_message_files)} orphaned message_files records.", fg="green")
             )
@@ -954,7 +961,7 @@ def clear_orphaned_file_records(force: bool):
             click.echo(click.style(f"- Listing file records in table {files_table['table']}", fg="white"))
             query = f"SELECT {files_table['id_column']}, {files_table['key_column']} FROM {files_table['table']}"
             with db.engine.begin() as conn:
-                rs = conn.execute(db.text(query))
+                rs = conn.execute(sa.text(query))
             for i in rs:
                 all_files_in_tables.append({"table": files_table["table"], "id": str(i[0]), "key": i[1]})
         click.echo(click.style(f"Found {len(all_files_in_tables)} files in tables.", fg="white"))
@@ -974,7 +981,7 @@ def clear_orphaned_file_records(force: bool):
                     f"SELECT {ids_table['column']} FROM {ids_table['table']} WHERE {ids_table['column']} IS NOT NULL"
                 )
                 with db.engine.begin() as conn:
-                    rs = conn.execute(db.text(query))
+                    rs = conn.execute(sa.text(query))
                 for i in rs:
                     all_ids_in_tables.append({"table": ids_table["table"], "id": str(i[0])})
             elif ids_table["type"] == "text":
@@ -989,7 +996,7 @@ def clear_orphaned_file_records(force: bool):
                     f"FROM {ids_table['table']}"
                 )
                 with db.engine.begin() as conn:
-                    rs = conn.execute(db.text(query))
+                    rs = conn.execute(sa.text(query))
                 for i in rs:
                     for j in i[0]:
                         all_ids_in_tables.append({"table": ids_table["table"], "id": j})
@@ -1008,7 +1015,7 @@ def clear_orphaned_file_records(force: bool):
                     f"FROM {ids_table['table']}"
                 )
                 with db.engine.begin() as conn:
-                    rs = conn.execute(db.text(query))
+                    rs = conn.execute(sa.text(query))
                 for i in rs:
                     for j in i[0]:
                         all_ids_in_tables.append({"table": ids_table["table"], "id": j})
@@ -1037,7 +1044,7 @@ def clear_orphaned_file_records(force: bool):
             click.echo(click.style(f"- Deleting orphaned file records in table {files_table['table']}", fg="white"))
             query = f"DELETE FROM {files_table['table']} WHERE {files_table['id_column']} IN :ids"
             with db.engine.begin() as conn:
-                conn.execute(db.text(query), {"ids": tuple(orphaned_files)})
+                conn.execute(sa.text(query), {"ids": tuple(orphaned_files)})
     except Exception as e:
         click.echo(click.style(f"Error deleting orphaned file records: {str(e)}", fg="red"))
         return
@@ -1107,7 +1114,7 @@ def remove_orphaned_files_on_storage(force: bool):
             click.echo(click.style(f"- Listing files from table {files_table['table']}", fg="white"))
             query = f"SELECT {files_table['key_column']} FROM {files_table['table']}"
             with db.engine.begin() as conn:
-                rs = conn.execute(db.text(query))
+                rs = conn.execute(sa.text(query))
             for i in rs:
                 all_files_in_tables.append(str(i[0]))
         click.echo(click.style(f"Found {len(all_files_in_tables)} files in tables.", fg="white"))
@@ -1155,3 +1162,409 @@ def remove_orphaned_files_on_storage(force: bool):
         click.echo(click.style(f"Removed {removed_files} orphaned files without errors.", fg="green"))
     else:
         click.echo(click.style(f"Removed {removed_files} orphaned files, with {error_files} errors.", fg="yellow"))
+
+
+@click.command("setup-system-tool-oauth-client", help="Setup system tool oauth client.")
+@click.option("--provider", prompt=True, help="Provider name")
+@click.option("--client-params", prompt=True, help="Client Params")
+def setup_system_tool_oauth_client(provider, client_params):
+    """
+    Setup system tool oauth client
+    """
+    provider_id = ToolProviderID(provider)
+    provider_name = provider_id.provider_name
+    plugin_id = provider_id.plugin_id
+
+    try:
+        # json validate
+        click.echo(click.style(f"Validating client params: {client_params}", fg="yellow"))
+        client_params_dict = TypeAdapter(dict[str, Any]).validate_json(client_params)
+        click.echo(click.style("Client params validated successfully.", fg="green"))
+
+        click.echo(click.style(f"Encrypting client params: {client_params}", fg="yellow"))
+        click.echo(click.style(f"Using SECRET_KEY: `{dify_config.SECRET_KEY}`", fg="yellow"))
+        oauth_client_params = encrypt_system_oauth_params(client_params_dict)
+        click.echo(click.style("Client params encrypted successfully.", fg="green"))
+    except Exception as e:
+        click.echo(click.style(f"Error parsing client params: {str(e)}", fg="red"))
+        return
+
+    deleted_count = (
+        db.session.query(ToolOAuthSystemClient)
+        .filter_by(
+            provider=provider_name,
+            plugin_id=plugin_id,
+        )
+        .delete()
+    )
+    if deleted_count > 0:
+        click.echo(click.style(f"Deleted {deleted_count} existing oauth client params.", fg="yellow"))
+
+    oauth_client = ToolOAuthSystemClient(
+        provider=provider_name,
+        plugin_id=plugin_id,
+        encrypted_oauth_params=oauth_client_params,
+    )
+    db.session.add(oauth_client)
+    db.session.commit()
+    click.echo(click.style(f"OAuth client params setup successfully. id: {oauth_client.id}", fg="green"))
+
+
+def _find_orphaned_draft_variables(batch_size: int = 1000) -> list[str]:
+    """
+    Find draft variables that reference non-existent apps.
+
+    Args:
+        batch_size: Maximum number of orphaned app IDs to return
+
+    Returns:
+        List of app IDs that have draft variables but don't exist in the apps table
+    """
+    query = """
+        SELECT DISTINCT wdv.app_id
+        FROM workflow_draft_variables AS wdv
+        WHERE NOT EXISTS(
+            SELECT 1 FROM apps WHERE apps.id = wdv.app_id
+        )
+        LIMIT :batch_size
+    """
+
+    with db.engine.connect() as conn:
+        result = conn.execute(sa.text(query), {"batch_size": batch_size})
+        return [row[0] for row in result]
+
+
+def _count_orphaned_draft_variables() -> dict[str, Any]:
+    """
+    Count orphaned draft variables by app.
+
+    Returns:
+        Dictionary with statistics about orphaned variables
+    """
+    query = """
+        SELECT
+            wdv.app_id,
+            COUNT(*) as variable_count
+        FROM workflow_draft_variables AS wdv
+        WHERE NOT EXISTS(
+            SELECT 1 FROM apps WHERE apps.id = wdv.app_id
+        )
+        GROUP BY wdv.app_id
+        ORDER BY variable_count DESC
+    """
+
+    with db.engine.connect() as conn:
+        result = conn.execute(sa.text(query))
+        orphaned_by_app = {row[0]: row[1] for row in result}
+
+        total_orphaned = sum(orphaned_by_app.values())
+        app_count = len(orphaned_by_app)
+
+        return {
+            "total_orphaned_variables": total_orphaned,
+            "orphaned_app_count": app_count,
+            "orphaned_by_app": orphaned_by_app,
+        }
+
+
+@click.command()
+@click.option("--dry-run", is_flag=True, help="Show what would be deleted without actually deleting")
+@click.option("--batch-size", default=1000, help="Number of records to process per batch (default 1000)")
+@click.option("--max-apps", default=None, type=int, help="Maximum number of apps to process (default: no limit)")
+@click.option("-f", "--force", is_flag=True, help="Skip user confirmation and force the command to execute.")
+def cleanup_orphaned_draft_variables(
+    dry_run: bool,
+    batch_size: int,
+    max_apps: int | None,
+    force: bool = False,
+):
+    """
+    Clean up orphaned draft variables from the database.
+
+    This script finds and removes draft variables that belong to apps
+    that no longer exist in the database.
+    """
+    logger = logging.getLogger(__name__)
+
+    # Get statistics
+    stats = _count_orphaned_draft_variables()
+
+    logger.info("Found %s orphaned draft variables", stats["total_orphaned_variables"])
+    logger.info("Across %s non-existent apps", stats["orphaned_app_count"])
+
+    if stats["total_orphaned_variables"] == 0:
+        logger.info("No orphaned draft variables found. Exiting.")
+        return
+
+    if dry_run:
+        logger.info("DRY RUN: Would delete the following:")
+        for app_id, count in sorted(stats["orphaned_by_app"].items(), key=lambda x: x[1], reverse=True)[
+            :10
+        ]:  # Show top 10
+            logger.info("  App %s: %s variables", app_id, count)
+        if len(stats["orphaned_by_app"]) > 10:
+            logger.info("  ... and %s more apps", len(stats["orphaned_by_app"]) - 10)
+        return
+
+    # Confirm deletion
+    if not force:
+        click.confirm(
+            f"Are you sure you want to delete {stats['total_orphaned_variables']} "
+            f"orphaned draft variables from {stats['orphaned_app_count']} apps?",
+            abort=True,
+        )
+
+    total_deleted = 0
+    processed_apps = 0
+
+    while True:
+        if max_apps and processed_apps >= max_apps:
+            logger.info("Reached maximum app limit (%s). Stopping.", max_apps)
+            break
+
+        orphaned_app_ids = _find_orphaned_draft_variables(batch_size=10)
+        if not orphaned_app_ids:
+            logger.info("No more orphaned draft variables found.")
+            break
+
+        for app_id in orphaned_app_ids:
+            if max_apps and processed_apps >= max_apps:
+                break
+
+            try:
+                deleted_count = delete_draft_variables_batch(app_id, batch_size)
+                total_deleted += deleted_count
+                processed_apps += 1
+
+                logger.info("Deleted %s variables for app %s", deleted_count, app_id)
+
+            except Exception:
+                logger.exception("Error processing app %s", app_id)
+                continue
+
+    logger.info("Cleanup completed. Total deleted: %s variables across %s apps", total_deleted, processed_apps)
+
+
+@click.command("setup-datasource-oauth-client", help="Setup datasource oauth client.")
+@click.option("--provider", prompt=True, help="Provider name")
+@click.option("--client-params", prompt=True, help="Client Params")
+def setup_datasource_oauth_client(provider, client_params):
+    """
+    Setup datasource oauth client
+    """
+    provider_id = DatasourceProviderID(provider)
+    provider_name = provider_id.provider_name
+    plugin_id = provider_id.plugin_id
+
+    try:
+        # json validate
+        click.echo(click.style(f"Validating client params: {client_params}", fg="yellow"))
+        client_params_dict = TypeAdapter(dict[str, Any]).validate_json(client_params)
+        click.echo(click.style("Client params validated successfully.", fg="green"))
+    except Exception as e:
+        click.echo(click.style(f"Error parsing client params: {str(e)}", fg="red"))
+        return
+
+    click.echo(click.style(f"Ready to delete existing oauth client params: {provider_name}", fg="yellow"))
+    deleted_count = (
+        db.session.query(DatasourceOauthParamConfig)
+        .filter_by(
+            provider=provider_name,
+            plugin_id=plugin_id,
+        )
+        .delete()
+    )
+    if deleted_count > 0:
+        click.echo(click.style(f"Deleted {deleted_count} existing oauth client params.", fg="yellow"))
+
+    click.echo(click.style(f"Ready to setup datasource oauth client: {provider_name}", fg="yellow"))
+    oauth_client = DatasourceOauthParamConfig(
+        provider=provider_name,
+        plugin_id=plugin_id,
+        system_credentials=client_params_dict,
+    )
+    db.session.add(oauth_client)
+    db.session.commit()
+    click.echo(click.style(f"provider: {provider_name}", fg="green"))
+    click.echo(click.style(f"plugin_id: {plugin_id}", fg="green"))
+    click.echo(click.style(f"params: {json.dumps(client_params_dict, indent=2, ensure_ascii=False)}", fg="green"))
+    click.echo(click.style(f"Datasource oauth client setup successfully. id: {oauth_client.id}", fg="green"))
+
+
+@click.command("transform-datasource-credentials", help="Transform datasource credentials.")
+def transform_datasource_credentials():
+    """
+    Transform datasource credentials
+    """
+    try:
+        installer_manager = PluginInstaller()
+        plugin_migration = PluginMigration()
+
+        notion_plugin_id = "langgenius/notion_datasource"
+        firecrawl_plugin_id = "langgenius/firecrawl_datasource"
+        jina_plugin_id = "langgenius/jina_datasource"
+        notion_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(notion_plugin_id)
+        firecrawl_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(firecrawl_plugin_id)
+        jina_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(jina_plugin_id)
+        oauth_credential_type = CredentialType.OAUTH2
+        api_key_credential_type = CredentialType.API_KEY
+
+        # deal notion credentials
+        deal_notion_count = 0
+        notion_credentials = db.session.query(DataSourceOauthBinding).filter_by(provider="notion").all()
+        notion_credentials_tenant_mapping: dict[str, list[DataSourceOauthBinding]] = {}
+        for credential in notion_credentials:
+            tenant_id = credential.tenant_id
+            if tenant_id not in notion_credentials_tenant_mapping:
+                notion_credentials_tenant_mapping[tenant_id] = []
+            notion_credentials_tenant_mapping[tenant_id].append(credential)
+        for tenant_id, credentials in notion_credentials_tenant_mapping.items():
+            # check notion plugin is installed
+            installed_plugins = installer_manager.list_plugins(tenant_id)
+            installed_plugins_ids = [plugin.plugin_id for plugin in installed_plugins]
+            if notion_plugin_id not in installed_plugins_ids:
+                if notion_plugin_unique_identifier:
+                    # install notion plugin
+                    installer_manager.install_from_identifiers(
+                        tenant_id,
+                        [notion_plugin_unique_identifier],
+                        PluginInstallationSource.Marketplace,
+                        metas=[
+                            {
+                                "plugin_unique_identifier": notion_plugin_unique_identifier,
+                            }
+                        ],
+                    )
+            auth_count = 0
+            for credential in credentials:
+                auth_count += 1
+                # get credential oauth params
+                access_token = credential.access_token
+                # notion info
+                notion_info = credential.source_info
+                workspace_id = notion_info.get("workspace_id")
+                workspace_name = notion_info.get("workspace_name")
+                workspace_icon = notion_info.get("workspace_icon")
+                new_credentials = {
+                    "integration_secret": encrypter.encrypt_token(tenant_id, access_token),
+                    "workspace_id": workspace_id,
+                    "workspace_name": workspace_name,
+                    "workspace_icon": workspace_icon,
+                }
+                datasource_provider = DatasourceProvider(
+                    provider="notion",
+                    tenant_id=tenant_id,
+                    plugin_id=notion_plugin_id,
+                    auth_type=oauth_credential_type.value,
+                    encrypted_credentials=new_credentials,
+                    name=f"Auth {auth_count}",
+                    avatar_url=workspace_icon or "default",
+                    is_default=False,
+                )
+                db.session.add(datasource_provider)
+                deal_notion_count += 1
+            db.session.commit()
+        # deal firecrawl credentials
+        deal_firecrawl_count = 0
+        firecrawl_credentials = db.session.query(DataSourceApiKeyAuthBinding).filter_by(provider="firecrawl").all()
+        firecrawl_credentials_tenant_mapping: dict[str, list[DataSourceApiKeyAuthBinding]] = {}
+        for credential in firecrawl_credentials:
+            tenant_id = credential.tenant_id
+            if tenant_id not in firecrawl_credentials_tenant_mapping:
+                firecrawl_credentials_tenant_mapping[tenant_id] = []
+            firecrawl_credentials_tenant_mapping[tenant_id].append(credential)
+        for tenant_id, credentials in firecrawl_credentials_tenant_mapping.items():
+            # check firecrawl plugin is installed
+            installed_plugins = installer_manager.list_plugins(tenant_id)
+            installed_plugins_ids = [plugin.plugin_id for plugin in installed_plugins]
+            if firecrawl_plugin_id not in installed_plugins_ids:
+                if firecrawl_plugin_unique_identifier:
+                    # install firecrawl plugin
+                    installer_manager.install_from_identifiers(
+                        tenant_id,
+                        [firecrawl_plugin_unique_identifier],
+                        PluginInstallationSource.Marketplace,
+                        metas=[
+                            {
+                                "plugin_unique_identifier": firecrawl_plugin_unique_identifier,
+                            }
+                        ],
+                    )
+            auth_count = 0
+            for credential in credentials:
+                auth_count += 1
+                # get credential api key
+                api_key = credential.credentials.get("config", {}).get("api_key")
+                base_url = credential.credentials.get("config", {}).get("base_url")
+                new_credentials = {
+                    "firecrawl_api_key": api_key,
+                    "base_url": base_url,
+                }
+                datasource_provider = DatasourceProvider(
+                    provider="firecrawl",
+                    tenant_id=tenant_id,
+                    plugin_id=firecrawl_plugin_id,
+                    auth_type=api_key_credential_type.value,
+                    encrypted_credentials=new_credentials,
+                    name=f"Auth {auth_count}",
+                    avatar_url="default",
+                    is_default=False,
+                )
+                db.session.add(datasource_provider)
+                deal_firecrawl_count += 1
+            db.session.commit()
+        # deal jina credentials
+        deal_jina_count = 0
+        jina_credentials = db.session.query(DataSourceApiKeyAuthBinding).filter_by(provider="jina").all()
+        jina_credentials_tenant_mapping: dict[str, list[DataSourceApiKeyAuthBinding]] = {}
+        for credential in jina_credentials:
+            tenant_id = credential.tenant_id
+            if tenant_id not in jina_credentials_tenant_mapping:
+                jina_credentials_tenant_mapping[tenant_id] = []
+            jina_credentials_tenant_mapping[tenant_id].append(credential)
+        for tenant_id, credentials in jina_credentials_tenant_mapping.items():
+            # check jina plugin is installed
+            installed_plugins = installer_manager.list_plugins(tenant_id)
+            installed_plugins_ids = [plugin.plugin_id for plugin in installed_plugins]
+            if jina_plugin_id not in installed_plugins_ids:
+                if jina_plugin_unique_identifier:
+                    # install jina plugin
+                    installer_manager.install_from_identifiers(
+                        tenant_id,
+                        [jina_plugin_unique_identifier],
+                        PluginInstallationSource.Marketplace,
+                        metas=[
+                            {
+                                "plugin_unique_identifier": jina_plugin_unique_identifier,
+                            }
+                        ],
+                    )
+            auth_count = 0
+            for credential in credentials:
+                auth_count += 1
+                # get credential api key
+                api_key = credential.credentials.get("config", {}).get("api_key")
+                new_credentials = {
+                    "integration_secret": api_key,
+                }
+                datasource_provider = DatasourceProvider(
+                    provider="jina",
+                    tenant_id=tenant_id,
+                    plugin_id=jina_plugin_id,
+                    auth_type=api_key_credential_type.value,
+                    encrypted_credentials=new_credentials,
+                    name=f"Auth {auth_count}",
+                    avatar_url="default",
+                    is_default=False,
+                )
+                db.session.add(datasource_provider)
+                deal_jina_count += 1
+            db.session.commit()
+    except Exception as e:
+        click.echo(click.style(f"Error parsing client params: {str(e)}", fg="red"))
+        return
+    click.echo(click.style(f"Transforming notion successfully. deal_notion_count: {deal_notion_count}", fg="green"))
+    click.echo(
+        click.style(f"Transforming firecrawl successfully. deal_firecrawl_count: {deal_firecrawl_count}", fg="green")
+    )
+    click.echo(click.style(f"Transforming jina successfully. deal_jina_count: {deal_jina_count}", fg="green"))

api/configs/app_config.py

@@ -41,7 +41,7 @@ class RemoteSettingsSourceFactory(PydanticBaseSettingsSource):
             case RemoteSettingsSourceName.NACOS:
                 remote_source = NacosSettingsSource(current_state)
             case _:
-                logger.warning(f"Unsupported remote source: {remote_source_name}")
+                logger.warning("Unsupported remote source: %s", remote_source_name)
                 return {}
 
         d: dict[str, Any] = {}

api/configs/feature/__init__.py

@@ -31,6 +31,15 @@ class SecurityConfig(BaseSettings):
         description="Duration in minutes for which a password reset token remains valid",
         default=5,
     )
+    CHANGE_EMAIL_TOKEN_EXPIRY_MINUTES: PositiveInt = Field(
+        description="Duration in minutes for which a change email token remains valid",
+        default=5,
+    )
+
+    OWNER_TRANSFER_TOKEN_EXPIRY_MINUTES: PositiveInt = Field(
+        description="Duration in minutes for which a owner transfer token remains valid",
+        default=5,
+    )
 
     LOGIN_DISABLED: bool = Field(
         description="Whether to disable login checks",
@@ -321,17 +330,17 @@ class HttpConfig(BaseSettings):
     def WEB_API_CORS_ALLOW_ORIGINS(self) -> list[str]:
         return self.inner_WEB_API_CORS_ALLOW_ORIGINS.split(",")
 
-    HTTP_REQUEST_MAX_CONNECT_TIMEOUT: Annotated[
-        PositiveInt, Field(ge=10, description="Maximum connection timeout in seconds for HTTP requests")
-    ] = 10
+    HTTP_REQUEST_MAX_CONNECT_TIMEOUT: int = Field(
+        ge=1, description="Maximum connection timeout in seconds for HTTP requests", default=10
+    )
 
-    HTTP_REQUEST_MAX_READ_TIMEOUT: Annotated[
-        PositiveInt, Field(ge=60, description="Maximum read timeout in seconds for HTTP requests")
-    ] = 60
+    HTTP_REQUEST_MAX_READ_TIMEOUT: int = Field(
+        ge=1, description="Maximum read timeout in seconds for HTTP requests", default=60
+    )
 
-    HTTP_REQUEST_MAX_WRITE_TIMEOUT: Annotated[
-        PositiveInt, Field(ge=10, description="Maximum write timeout in seconds for HTTP requests")
-    ] = 20
+    HTTP_REQUEST_MAX_WRITE_TIMEOUT: int = Field(
+        ge=1, description="Maximum write timeout in seconds for HTTP requests", default=20
+    )
 
     HTTP_REQUEST_NODE_MAX_BINARY_SIZE: PositiveInt = Field(
         description="Maximum allowed size in bytes for binary data in HTTP requests",
@@ -543,12 +552,18 @@ class RepositoryConfig(BaseSettings):
     """
 
     CORE_WORKFLOW_EXECUTION_REPOSITORY: str = Field(
-        description="Repository implementation for WorkflowExecution. Specify as a module path",
+        description="Repository implementation for WorkflowExecution. Options: "
+        "'core.repositories.sqlalchemy_workflow_execution_repository.SQLAlchemyWorkflowExecutionRepository' (default), "
+        "'core.repositories.celery_workflow_execution_repository.CeleryWorkflowExecutionRepository'",
         default="core.repositories.sqlalchemy_workflow_execution_repository.SQLAlchemyWorkflowExecutionRepository",
     )
 
     CORE_WORKFLOW_NODE_EXECUTION_REPOSITORY: str = Field(
-        description="Repository implementation for WorkflowNodeExecution. Specify as a module path",
+        description="Repository implementation for WorkflowNodeExecution. Options: "
+        "'core.repositories.sqlalchemy_workflow_node_execution_repository."
+        "SQLAlchemyWorkflowNodeExecutionRepository' (default), "
+        "'core.repositories.celery_workflow_node_execution_repository."
+        "CeleryWorkflowNodeExecutionRepository'",
         default="core.repositories.sqlalchemy_workflow_node_execution_repository.SQLAlchemyWorkflowNodeExecutionRepository",
     )
 
@@ -614,6 +629,16 @@ class AuthConfig(BaseSettings):
         default=86400,
     )
 
+    CHANGE_EMAIL_LOCKOUT_DURATION: PositiveInt = Field(
+        description="Time (in seconds) a user must wait before retrying change email after exceeding the rate limit.",
+        default=86400,
+    )
+
+    OWNER_TRANSFER_LOCKOUT_DURATION: PositiveInt = Field(
+        description="Time (in seconds) a user must wait before retrying owner transfer after exceeding the rate limit.",
+        default=86400,
+    )
+
 
 class ModerationConfig(BaseSettings):
     """
@@ -813,6 +838,41 @@ class CeleryBeatConfig(BaseSettings):
     )
 
 
+class CeleryScheduleTasksConfig(BaseSettings):
+    ENABLE_CLEAN_EMBEDDING_CACHE_TASK: bool = Field(
+        description="Enable clean embedding cache task",
+        default=False,
+    )
+    ENABLE_CLEAN_UNUSED_DATASETS_TASK: bool = Field(
+        description="Enable clean unused datasets task",
+        default=False,
+    )
+    ENABLE_CREATE_TIDB_SERVERLESS_TASK: bool = Field(
+        description="Enable create tidb service job task",
+        default=False,
+    )
+    ENABLE_UPDATE_TIDB_SERVERLESS_STATUS_TASK: bool = Field(
+        description="Enable update tidb service job status task",
+        default=False,
+    )
+    ENABLE_CLEAN_MESSAGES: bool = Field(
+        description="Enable clean messages task",
+        default=False,
+    )
+    ENABLE_MAIL_CLEAN_DOCUMENT_NOTIFY_TASK: bool = Field(
+        description="Enable mail clean document notify task",
+        default=False,
+    )
+    ENABLE_DATASETS_QUEUE_MONITOR: bool = Field(
+        description="Enable queue monitor task",
+        default=False,
+    )
+    ENABLE_CHECK_UPGRADABLE_PLUGIN_TASK: bool = Field(
+        description="Enable check upgradable plugin task",
+        default=True,
+    )
+
+
 class PositionConfig(BaseSettings):
     POSITION_PROVIDER_PINS: str = Field(
         description="Comma-separated list of pinned model providers",
@@ -942,5 +1002,6 @@ class FeatureConfig(
     # hosted services config
     HostedServiceConfig,
     CeleryBeatConfig,
+    CeleryScheduleTasksConfig,
 ):
     pass

api/configs/feature/hosted_service/__init__.py

@@ -222,11 +222,28 @@ class HostedFetchAppTemplateConfig(BaseSettings):
     )
 
 
+class HostedFetchPipelineTemplateConfig(BaseSettings):
+    """
+    Configuration for fetching pipeline templates
+    """
+
+    HOSTED_FETCH_PIPELINE_TEMPLATES_MODE: str = Field(
+        description="Mode for fetching pipeline templates: remote, db, or builtin default to remote,",
+        default="database",
+    )
+
+    HOSTED_FETCH_PIPELINE_TEMPLATES_REMOTE_DOMAIN: str = Field(
+        description="Domain for fetching remote pipeline templates",
+        default="https://tmpl.dify.ai",
+    )
+
+
 class HostedServiceConfig(
     # place the configs in alphabet order
     HostedAnthropicConfig,
     HostedAzureOpenAiConfig,
     HostedFetchAppTemplateConfig,
+    HostedFetchPipelineTemplateConfig,
     HostedMinmaxConfig,
     HostedOpenAiConfig,
     HostedSparkConfig,

api/configs/middleware/__init__.py

@@ -10,6 +10,7 @@ from .storage.aliyun_oss_storage_config import AliyunOSSStorageConfig
 from .storage.amazon_s3_storage_config import S3StorageConfig
 from .storage.azure_blob_storage_config import AzureBlobStorageConfig
 from .storage.baidu_obs_storage_config import BaiduOBSStorageConfig
+from .storage.clickzetta_volume_storage_config import ClickZettaVolumeStorageConfig
 from .storage.google_cloud_storage_config import GoogleCloudStorageConfig
 from .storage.huawei_obs_storage_config import HuaweiCloudOBSStorageConfig
 from .storage.oci_storage_config import OCIStorageConfig
@@ -20,6 +21,7 @@ from .storage.volcengine_tos_storage_config import VolcengineTOSStorageConfig
 from .vdb.analyticdb_config import AnalyticdbConfig
 from .vdb.baidu_vector_config import BaiduVectorDBConfig
 from .vdb.chroma_config import ChromaConfig
+from .vdb.clickzetta_config import ClickzettaConfig
 from .vdb.couchbase_config import CouchbaseConfig
 from .vdb.elasticsearch_config import ElasticsearchConfig
 from .vdb.huawei_cloud_config import HuaweiCloudConfig
@@ -52,6 +54,7 @@ class StorageConfig(BaseSettings):
         "aliyun-oss",
         "azure-blob",
         "baidu-obs",
+        "clickzetta-volume",
         "google-storage",
         "huawei-obs",
         "oci-storage",
@@ -61,8 +64,9 @@ class StorageConfig(BaseSettings):
         "local",
     ] = Field(
         description="Type of storage to use."
-        " Options: 'opendal', '(deprecated) local', 's3', 'aliyun-oss', 'azure-blob', 'baidu-obs', 'google-storage', "
-        "'huawei-obs', 'oci-storage', 'tencent-cos', 'volcengine-tos', 'supabase'. Default is 'opendal'.",
+        " Options: 'opendal', '(deprecated) local', 's3', 'aliyun-oss', 'azure-blob', 'baidu-obs', "
+        "'clickzetta-volume', 'google-storage', 'huawei-obs', 'oci-storage', 'tencent-cos', "
+        "'volcengine-tos', 'supabase'. Default is 'opendal'.",
         default="opendal",
     )
 
@@ -85,6 +89,11 @@ class VectorStoreConfig(BaseSettings):
         default=False,
     )
 
+    VECTOR_INDEX_NAME_PREFIX: Optional[str] = Field(
+        description="Prefix used to create collection name in vector database",
+        default="Vector_index",
+    )
+
 
 class KeywordStoreConfig(BaseSettings):
     KEYWORD_STORE: str = Field(
@@ -135,7 +144,8 @@ class DatabaseConfig(BaseSettings):
         default="postgresql",
     )
 
-    @computed_field
+    @computed_field  # type: ignore[misc]
+    @property
     def SQLALCHEMY_DATABASE_URI(self) -> str:
         db_extras = (
             f"{self.DB_EXTRAS}&client_encoding={self.DB_CHARSET}" if self.DB_CHARSET else self.DB_EXTRAS
@@ -210,8 +220,8 @@ class DatabaseConfig(BaseSettings):
 
 class CeleryConfig(DatabaseConfig):
     CELERY_BACKEND: str = Field(
-        description="Backend for Celery task results. Options: 'database', 'redis'.",
-        default="database",
+        description="Backend for Celery task results. Options: 'database', 'redis', 'rabbitmq'.",
+        default="redis",
     )
 
     CELERY_BROKER_URL: Optional[str] = Field(
@@ -240,11 +250,12 @@ class CeleryConfig(DatabaseConfig):
 
     @computed_field
     def CELERY_RESULT_BACKEND(self) -> str | None:
-        return (
-            "db+{}".format(self.SQLALCHEMY_DATABASE_URI)
-            if self.CELERY_BACKEND == "database"
-            else self.CELERY_BROKER_URL
-        )
+        if self.CELERY_BACKEND in ("database", "rabbitmq"):
+            return f"db+{self.SQLALCHEMY_DATABASE_URI}"
+        elif self.CELERY_BACKEND == "redis":
+            return self.CELERY_BROKER_URL
+        else:
+            return None
 
     @property
     def BROKER_USE_SSL(self) -> bool:
@@ -297,6 +308,7 @@ class MiddlewareConfig(
     AliyunOSSStorageConfig,
     AzureBlobStorageConfig,
     BaiduOBSStorageConfig,
+    ClickZettaVolumeStorageConfig,
     GoogleCloudStorageConfig,
     HuaweiCloudOBSStorageConfig,
     OCIStorageConfig,
@@ -309,6 +321,7 @@ class MiddlewareConfig(
     VectorStoreConfig,
     AnalyticdbConfig,
     ChromaConfig,
+    ClickzettaConfig,
     HuaweiCloudConfig,
     MilvusConfig,
     MyScaleConfig,

api/configs/middleware/cache/redis_config.py

@@ -39,6 +39,26 @@ class RedisConfig(BaseSettings):
         default=False,
     )
 
+    REDIS_SSL_CERT_REQS: str = Field(
+        description="SSL certificate requirements (CERT_NONE, CERT_OPTIONAL, CERT_REQUIRED)",
+        default="CERT_NONE",
+    )
+
+    REDIS_SSL_CA_CERTS: Optional[str] = Field(
+        description="Path to the CA certificate file for SSL verification",
+        default=None,
+    )
+
+    REDIS_SSL_CERTFILE: Optional[str] = Field(
+        description="Path to the client certificate file for SSL authentication",
+        default=None,
+    )
+
+    REDIS_SSL_KEYFILE: Optional[str] = Field(
+        description="Path to the client private key file for SSL authentication",
+        default=None,
+    )
+
     REDIS_USE_SENTINEL: Optional[bool] = Field(
         description="Enable Redis Sentinel mode for high availability",
         default=False,

api/configs/middleware/storage/clickzetta_volume_storage_config.py

@@ -0,0 +1,65 @@
+"""ClickZetta Volume Storage Configuration"""
+
+from typing import Optional
+
+from pydantic import Field
+from pydantic_settings import BaseSettings
+
+
+class ClickZettaVolumeStorageConfig(BaseSettings):
+    """Configuration for ClickZetta Volume storage."""
+
+    CLICKZETTA_VOLUME_USERNAME: Optional[str] = Field(
+        description="Username for ClickZetta Volume authentication",
+        default=None,
+    )
+
+    CLICKZETTA_VOLUME_PASSWORD: Optional[str] = Field(
+        description="Password for ClickZetta Volume authentication",
+        default=None,
+    )
+
+    CLICKZETTA_VOLUME_INSTANCE: Optional[str] = Field(
+        description="ClickZetta instance identifier",
+        default=None,
+    )
+
+    CLICKZETTA_VOLUME_SERVICE: str = Field(
+        description="ClickZetta service endpoint",
+        default="api.clickzetta.com",
+    )
+
+    CLICKZETTA_VOLUME_WORKSPACE: str = Field(
+        description="ClickZetta workspace name",
+        default="quick_start",
+    )
+
+    CLICKZETTA_VOLUME_VCLUSTER: str = Field(
+        description="ClickZetta virtual cluster name",
+        default="default_ap",
+    )
+
+    CLICKZETTA_VOLUME_SCHEMA: str = Field(
+        description="ClickZetta schema name",
+        default="dify",
+    )
+
+    CLICKZETTA_VOLUME_TYPE: str = Field(
+        description="ClickZetta volume type (table|user|external)",
+        default="user",
+    )
+
+    CLICKZETTA_VOLUME_NAME: Optional[str] = Field(
+        description="ClickZetta volume name for external volumes",
+        default=None,
+    )
+
+    CLICKZETTA_VOLUME_TABLE_PREFIX: str = Field(
+        description="Prefix for ClickZetta volume table names",
+        default="dataset_",
+    )
+
+    CLICKZETTA_VOLUME_DIFY_PREFIX: str = Field(
+        description="Directory prefix for User Volume to organize Dify files",
+        default="dify_km",
+    )

api/configs/middleware/vdb/clickzetta_config.py

@@ -0,0 +1,69 @@
+from typing import Optional
+
+from pydantic import BaseModel, Field
+
+
+class ClickzettaConfig(BaseModel):
+    """
+    Clickzetta Lakehouse vector database configuration
+    """
+
+    CLICKZETTA_USERNAME: Optional[str] = Field(
+        description="Username for authenticating with Clickzetta Lakehouse",
+        default=None,
+    )
+
+    CLICKZETTA_PASSWORD: Optional[str] = Field(
+        description="Password for authenticating with Clickzetta Lakehouse",
+        default=None,
+    )
+
+    CLICKZETTA_INSTANCE: Optional[str] = Field(
+        description="Clickzetta Lakehouse instance ID",
+        default=None,
+    )
+
+    CLICKZETTA_SERVICE: Optional[str] = Field(
+        description="Clickzetta API service endpoint (e.g., 'api.clickzetta.com')",
+        default="api.clickzetta.com",
+    )
+
+    CLICKZETTA_WORKSPACE: Optional[str] = Field(
+        description="Clickzetta workspace name",
+        default="default",
+    )
+
+    CLICKZETTA_VCLUSTER: Optional[str] = Field(
+        description="Clickzetta virtual cluster name",
+        default="default_ap",
+    )
+
+    CLICKZETTA_SCHEMA: Optional[str] = Field(
+        description="Database schema name in Clickzetta",
+        default="public",
+    )
+
+    CLICKZETTA_BATCH_SIZE: Optional[int] = Field(
+        description="Batch size for bulk insert operations",
+        default=100,
+    )
+
+    CLICKZETTA_ENABLE_INVERTED_INDEX: Optional[bool] = Field(
+        description="Enable inverted index for full-text search capabilities",
+        default=True,
+    )
+
+    CLICKZETTA_ANALYZER_TYPE: Optional[str] = Field(
+        description="Analyzer type for full-text search: keyword, english, chinese, unicode",
+        default="chinese",
+    )
+
+    CLICKZETTA_ANALYZER_MODE: Optional[str] = Field(
+        description="Analyzer mode for tokenization: max_word (fine-grained) or smart (intelligent)",
+        default="smart",
+    )
+
+    CLICKZETTA_VECTOR_DISTANCE_FUNCTION: Optional[str] = Field(
+        description="Distance function for vector similarity: l2_distance or cosine_distance",
+        default="cosine_distance",
+    )

api/configs/middleware/vdb/elasticsearch_config.py

@@ -1,12 +1,13 @@
 from typing import Optional
 
-from pydantic import Field, PositiveInt
+from pydantic import Field, PositiveInt, model_validator
 from pydantic_settings import BaseSettings
 
 
 class ElasticsearchConfig(BaseSettings):
     """
-    Configuration settings for Elasticsearch
+    Configuration settings for both self-managed and Elastic Cloud deployments.
+    Can load from environment variables or .env files.
     """
 
     ELASTICSEARCH_HOST: Optional[str] = Field(
@@ -28,3 +29,50 @@ class ElasticsearchConfig(BaseSettings):
         description="Password for authenticating with Elasticsearch (default is 'elastic')",
         default="elastic",
     )
+
+    # Elastic Cloud (optional)
+    ELASTICSEARCH_USE_CLOUD: Optional[bool] = Field(
+        description="Set to True to use Elastic Cloud instead of self-hosted Elasticsearch", default=False
+    )
+    ELASTICSEARCH_CLOUD_URL: Optional[str] = Field(
+        description="Full URL for Elastic Cloud deployment (e.g., 'https://example.es.region.aws.found.io:443')",
+        default=None,
+    )
+    ELASTICSEARCH_API_KEY: Optional[str] = Field(
+        description="API key for authenticating with Elastic Cloud", default=None
+    )
+
+    # Common options
+    ELASTICSEARCH_CA_CERTS: Optional[str] = Field(
+        description="Path to CA certificate file for SSL verification", default=None
+    )
+    ELASTICSEARCH_VERIFY_CERTS: bool = Field(
+        description="Whether to verify SSL certificates (default is False)", default=False
+    )
+    ELASTICSEARCH_REQUEST_TIMEOUT: int = Field(
+        description="Request timeout in milliseconds (default is 100000)", default=100000
+    )
+    ELASTICSEARCH_RETRY_ON_TIMEOUT: bool = Field(
+        description="Whether to retry requests on timeout (default is True)", default=True
+    )
+    ELASTICSEARCH_MAX_RETRIES: int = Field(
+        description="Maximum number of retry attempts (default is 10000)", default=10000
+    )
+
+    @model_validator(mode="after")
+    def validate_elasticsearch_config(self):
+        """Validate Elasticsearch configuration based on deployment type."""
+        if self.ELASTICSEARCH_USE_CLOUD:
+            if not self.ELASTICSEARCH_CLOUD_URL:
+                raise ValueError("ELASTICSEARCH_CLOUD_URL is required when using Elastic Cloud")
+            if not self.ELASTICSEARCH_API_KEY:
+                raise ValueError("ELASTICSEARCH_API_KEY is required when using Elastic Cloud")
+        else:
+            if not self.ELASTICSEARCH_HOST:
+                raise ValueError("ELASTICSEARCH_HOST is required for self-hosted Elasticsearch")
+            if not self.ELASTICSEARCH_USERNAME:
+                raise ValueError("ELASTICSEARCH_USERNAME is required for self-hosted Elasticsearch")
+            if not self.ELASTICSEARCH_PASSWORD:
+                raise ValueError("ELASTICSEARCH_PASSWORD is required for self-hosted Elasticsearch")
+
+        return self

api/configs/middleware/vdb/tablestore_config.py

@@ -28,3 +28,8 @@ class TableStoreConfig(BaseSettings):
         description="AccessKey secret for the instance name",
         default=None,
     )
+
+    TABLESTORE_NORMALIZE_FULLTEXT_BM25_SCORE: bool = Field(
+        description="Whether to normalize full-text search scores to [0, 1]",
+        default=False,
+    )

api/configs/observability/otel/otel_config.py

@@ -12,6 +12,16 @@ class OTelConfig(BaseSettings):
         default=False,
     )
 
+    OTLP_TRACE_ENDPOINT: str = Field(
+        description="OTLP trace endpoint",
+        default="",
+    )
+
+    OTLP_METRIC_ENDPOINT: str = Field(
+        description="OTLP metric endpoint",
+        default="",
+    )
+
     OTLP_BASE_ENDPOINT: str = Field(
         description="OTLP base endpoint",
         default="http://localhost:4318",

api/configs/remote_settings_sources/apollo/client.py

@@ -76,7 +76,7 @@ class ApolloClient:
             code, body = http_request(url, timeout=3, headers=self._sign_headers(url))
             if code == 200:
                 if not body:
-                    logger.error(f"get_json_from_net load configs failed, body is {body}")
+                    logger.error("get_json_from_net load configs failed, body is %s", body)
                     return None
                 data = json.loads(body)
                 data = data["configurations"]
@@ -207,7 +207,7 @@ class ApolloClient:
             # if the length is 0 it is returned directly
             if len(notifications) == 0:
                 return
-            url = "{}/notifications/v2".format(self.config_url)
+            url = f"{self.config_url}/notifications/v2"
             params = {
                 "appId": self.app_id,
                 "cluster": self.cluster,
@@ -222,7 +222,7 @@ class ApolloClient:
                 return
             if http_code == 200:
                 if not body:
-                    logger.error(f"_long_poll load configs failed,body is {body}")
+                    logger.error("_long_poll load configs failed,body is %s", body)
                     return
                 data = json.loads(body)
                 for entry in data:
@@ -273,12 +273,12 @@ class ApolloClient:
             time.sleep(60 * 10)  # 10 minutes
 
     def _do_heart_beat(self, namespace):
-        url = "{}/configs/{}/{}/{}?ip={}".format(self.config_url, self.app_id, self.cluster, namespace, self.ip)
+        url = f"{self.config_url}/configs/{self.app_id}/{self.cluster}/{namespace}?ip={self.ip}"
         try:
             code, body = http_request(url, timeout=3, headers=self._sign_headers(url))
             if code == 200:
                 if not body:
-                    logger.error(f"_do_heart_beat load configs failed,body is {body}")
+                    logger.error("_do_heart_beat load configs failed,body is %s", body)
                     return None
                 data = json.loads(body)
                 if self.last_release_key == data["releaseKey"]:

api/configs/remote_settings_sources/apollo/utils.py

@@ -24,7 +24,7 @@ def url_encode_wrapper(params):
 
 
 def no_key_cache_key(namespace, key):
-    return "{}{}{}".format(namespace, len(namespace), key)
+    return f"{namespace}{len(namespace)}{key}"
 
 
 # Returns whether the obtained value is obtained, and None if it does not

api/constants/__init__.py

@@ -1,6 +1,7 @@
 from configs import dify_config
 
 HIDDEN_VALUE = "[__HIDDEN__]"
+UNKNOWN_VALUE = "[__UNKNOWN__]"
 UUID_NIL = "00000000-0000-0000-0000-000000000000"
 
 DEFAULT_FILE_NUMBER_LIMITS = 3
@@ -8,10 +9,10 @@ DEFAULT_FILE_NUMBER_LIMITS = 3
 IMAGE_EXTENSIONS = ["jpg", "jpeg", "png", "webp", "gif", "svg"]
 IMAGE_EXTENSIONS.extend([ext.upper() for ext in IMAGE_EXTENSIONS])
 
-VIDEO_EXTENSIONS = ["mp4", "mov", "mpeg", "mpga"]
+VIDEO_EXTENSIONS = ["mp4", "mov", "mpeg", "webm"]
 VIDEO_EXTENSIONS.extend([ext.upper() for ext in VIDEO_EXTENSIONS])
 
-AUDIO_EXTENSIONS = ["mp3", "m4a", "wav", "webm", "amr"]
+AUDIO_EXTENSIONS = ["mp3", "m4a", "wav", "amr", "mpga"]
 AUDIO_EXTENSIONS.extend([ext.upper() for ext in AUDIO_EXTENSIONS])
 
 

api/constants/languages.py

@@ -28,5 +28,5 @@ def supported_language(lang):
     if lang in languages:
         return lang
 
-    error = "{lang} is not a valid language.".format(lang=lang)
+    error = f"{lang} is not a valid language."
     raise ValueError(error)

api/contexts/__init__.py

@@ -3,6 +3,7 @@ from threading import Lock
 from typing import TYPE_CHECKING
 
 from contexts.wrapper import RecyclableContextVar
+from core.datasource.__base.datasource_provider import DatasourcePluginProviderController
 
 if TYPE_CHECKING:
     from core.model_runtime.entities.model_entities import AIModelEntity
@@ -33,3 +34,11 @@ plugin_model_schema_lock: RecyclableContextVar[Lock] = RecyclableContextVar(Cont
 plugin_model_schemas: RecyclableContextVar[dict[str, "AIModelEntity"]] = RecyclableContextVar(
     ContextVar("plugin_model_schemas")
 )
+
+datasource_plugin_providers: RecyclableContextVar[dict[str, "DatasourcePluginProviderController"]] = (
+    RecyclableContextVar(ContextVar("datasource_plugin_providers"))
+)
+
+datasource_plugin_providers_lock: RecyclableContextVar[Lock] = RecyclableContextVar(
+    ContextVar("datasource_plugin_providers_lock")
+)

api/controllers/common/errors.py

@@ -1,5 +1,7 @@
 from werkzeug.exceptions import HTTPException
 
+from libs.exception import BaseHTTPException
+
 
 class FilenameNotExistsError(HTTPException):
     code = 400
@@ -9,3 +11,27 @@ class FilenameNotExistsError(HTTPException):
 class RemoteFileUploadError(HTTPException):
     code = 400
     description = "Error uploading remote file."
+
+
+class FileTooLargeError(BaseHTTPException):
+    error_code = "file_too_large"
+    description = "File size exceeded. {message}"
+    code = 413
+
+
+class UnsupportedFileTypeError(BaseHTTPException):
+    error_code = "unsupported_file_type"
+    description = "File type not allowed."
+    code = 415
+
+
+class TooManyFilesError(BaseHTTPException):
+    error_code = "too_many_files"
+    description = "Only one file is allowed."
+    code = 400
+
+
+class NoFileUploadedError(BaseHTTPException):
+    error_code = "no_file_uploaded"
+    description = "Please upload your file."
+    code = 400

api/controllers/console/__init__.py

@@ -84,8 +84,18 @@ from .datasets import (
     external,
     hit_testing,
     metadata,
+    upload_file,
     website,
 )
+from .datasets.rag_pipeline import (
+    datasource_auth,
+    datasource_content_preview,
+    rag_pipeline,
+    rag_pipeline_datasets,
+    rag_pipeline_draft_variable,
+    rag_pipeline_import,
+    rag_pipeline_workflow,
+)
 
 # Import explore controllers
 from .explore import (

api/controllers/console/admin.py

@@ -56,7 +56,7 @@ class InsertExploreAppListApi(Resource):
         parser.add_argument("position", type=int, required=True, nullable=False, location="json")
         args = parser.parse_args()
 
-        app = db.session.execute(select(App).filter(App.id == args["app_id"])).scalar_one_or_none()
+        app = db.session.execute(select(App).where(App.id == args["app_id"])).scalar_one_or_none()
         if not app:
             raise NotFound(f"App '{args['app_id']}' is not found")
 
@@ -74,7 +74,7 @@ class InsertExploreAppListApi(Resource):
 
         with Session(db.engine) as session:
             recommended_app = session.execute(
-                select(RecommendedApp).filter(RecommendedApp.app_id == args["app_id"])
+                select(RecommendedApp).where(RecommendedApp.app_id == args["app_id"])
             ).scalar_one_or_none()
 
             if not recommended_app:
@@ -117,21 +117,21 @@ class InsertExploreAppApi(Resource):
     def delete(self, app_id):
         with Session(db.engine) as session:
             recommended_app = session.execute(
-                select(RecommendedApp).filter(RecommendedApp.app_id == str(app_id))
+                select(RecommendedApp).where(RecommendedApp.app_id == str(app_id))
             ).scalar_one_or_none()
 
         if not recommended_app:
             return {"result": "success"}, 204
 
         with Session(db.engine) as session:
-            app = session.execute(select(App).filter(App.id == recommended_app.app_id)).scalar_one_or_none()
+            app = session.execute(select(App).where(App.id == recommended_app.app_id)).scalar_one_or_none()
 
         if app:
             app.is_public = False
 
         with Session(db.engine) as session:
             installed_apps = session.execute(
-                select(InstalledApp).filter(
+                select(InstalledApp).where(
                     InstalledApp.app_id == recommended_app.app_id,
                     InstalledApp.tenant_id != InstalledApp.app_owner_tenant_id,
                 )

api/controllers/console/apikey.py

@@ -61,7 +61,7 @@ class BaseApiKeyListResource(Resource):
         _get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
         keys = (
             db.session.query(ApiToken)
-            .filter(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
+            .where(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
             .all()
         )
         return {"items": keys}
@@ -76,7 +76,7 @@ class BaseApiKeyListResource(Resource):
 
         current_key_count = (
             db.session.query(ApiToken)
-            .filter(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
+            .where(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
             .count()
         )
 
@@ -117,7 +117,7 @@ class BaseApiKeyResource(Resource):
 
         key = (
             db.session.query(ApiToken)
-            .filter(
+            .where(
                 getattr(ApiToken, self.resource_id_field) == resource_id,
                 ApiToken.type == self.resource_type,
                 ApiToken.id == api_key_id,
@@ -128,7 +128,7 @@ class BaseApiKeyResource(Resource):
         if key is None:
             flask_restful.abort(404, message="API key not found")
 
-        db.session.query(ApiToken).filter(ApiToken.id == api_key_id).delete()
+        db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
         db.session.commit()
 
         return {"result": "success"}, 204

api/controllers/console/app/annotation.py

@@ -3,9 +3,8 @@ from flask_login import current_user
 from flask_restful import Resource, marshal, marshal_with, reqparse
 from werkzeug.exceptions import Forbidden
 
+from controllers.common.errors import NoFileUploadedError, TooManyFilesError
 from controllers.console import api
-from controllers.console.app.error import NoFileUploadedError
-from controllers.console.datasets.error import TooManyFilesError
 from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_resource_check,
@@ -86,7 +85,7 @@ class AnnotationReplyActionStatusApi(Resource):
             raise Forbidden()
 
         job_id = str(job_id)
-        app_annotation_job_key = "{}_app_annotation_job_{}".format(action, str(job_id))
+        app_annotation_job_key = f"{action}_app_annotation_job_{str(job_id)}"
         cache_result = redis_client.get(app_annotation_job_key)
         if cache_result is None:
             raise ValueError("The job does not exist.")
@@ -94,13 +93,13 @@ class AnnotationReplyActionStatusApi(Resource):
         job_status = cache_result.decode()
         error_msg = ""
         if job_status == "error":
-            app_annotation_error_key = "{}_app_annotation_error_{}".format(action, str(job_id))
+            app_annotation_error_key = f"{action}_app_annotation_error_{str(job_id)}"
             error_msg = redis_client.get(app_annotation_error_key).decode()
 
         return {"job_id": job_id, "job_status": job_status, "error_msg": error_msg}, 200
 
 
-class AnnotationListApi(Resource):
+class AnnotationApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
@@ -123,22 +122,6 @@ class AnnotationListApi(Resource):
         }
         return response, 200
 
-
-class AnnotationExportApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def get(self, app_id):
-        if not current_user.is_editor:
-            raise Forbidden()
-
-        app_id = str(app_id)
-        annotation_list = AppAnnotationService.export_annotation_list_by_app_id(app_id)
-        response = {"data": marshal(annotation_list, annotation_fields)}
-        return response, 200
-
-
-class AnnotationCreateApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
@@ -156,6 +139,48 @@ class AnnotationCreateApi(Resource):
         annotation = AppAnnotationService.insert_app_annotation_directly(args, app_id)
         return annotation
 
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def delete(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        app_id = str(app_id)
+
+        # Use request.args.getlist to get annotation_ids array directly
+        annotation_ids = request.args.getlist("annotation_id")
+
+        # If annotation_ids are provided, handle batch deletion
+        if annotation_ids:
+            # Check if any annotation_ids contain empty strings or invalid values
+            if not all(annotation_id.strip() for annotation_id in annotation_ids if annotation_id):
+                return {
+                    "code": "bad_request",
+                    "message": "annotation_ids are required if the parameter is provided.",
+                }, 400
+
+            result = AppAnnotationService.delete_app_annotations_in_batch(app_id, annotation_ids)
+            return result, 204
+        # If no annotation_ids are provided, handle clearing all annotations
+        else:
+            AppAnnotationService.clear_all_annotations(app_id)
+            return {"result": "success"}, 204
+
+
+class AnnotationExportApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def get(self, app_id):
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        app_id = str(app_id)
+        annotation_list = AppAnnotationService.export_annotation_list_by_app_id(app_id)
+        response = {"data": marshal(annotation_list, annotation_fields)}
+        return response, 200
+
 
 class AnnotationUpdateDeleteApi(Resource):
     @setup_required
@@ -199,14 +224,15 @@ class AnnotationBatchImportApi(Resource):
             raise Forbidden()
 
         app_id = str(app_id)
-        # get file from request
-        file = request.files["file"]
         # check file
         if "file" not in request.files:
             raise NoFileUploadedError()
 
         if len(request.files) > 1:
             raise TooManyFilesError()
+
+        # get file from request
+        file = request.files["file"]
         # check file type
         if not file.filename or not file.filename.lower().endswith(".csv"):
             raise ValueError("Invalid file type. Only CSV files are allowed")
@@ -223,14 +249,14 @@ class AnnotationBatchImportStatusApi(Resource):
             raise Forbidden()
 
         job_id = str(job_id)
-        indexing_cache_key = "app_annotation_batch_import_{}".format(str(job_id))
+        indexing_cache_key = f"app_annotation_batch_import_{str(job_id)}"
         cache_result = redis_client.get(indexing_cache_key)
         if cache_result is None:
             raise ValueError("The job does not exist.")
         job_status = cache_result.decode()
         error_msg = ""
         if job_status == "error":
-            indexing_error_msg_key = "app_annotation_batch_import_error_msg_{}".format(str(job_id))
+            indexing_error_msg_key = f"app_annotation_batch_import_error_msg_{str(job_id)}"
             error_msg = redis_client.get(indexing_error_msg_key).decode()
 
         return {"job_id": job_id, "job_status": job_status, "error_msg": error_msg}, 200
@@ -265,7 +291,7 @@ api.add_resource(AnnotationReplyActionApi, "/apps/<uuid:app_id>/annotation-reply
 api.add_resource(
     AnnotationReplyActionStatusApi, "/apps/<uuid:app_id>/annotation-reply/<string:action>/status/<uuid:job_id>"
 )
-api.add_resource(AnnotationListApi, "/apps/<uuid:app_id>/annotations")
+api.add_resource(AnnotationApi, "/apps/<uuid:app_id>/annotations")
 api.add_resource(AnnotationExportApi, "/apps/<uuid:app_id>/annotations/export")
 api.add_resource(AnnotationUpdateDeleteApi, "/apps/<uuid:app_id>/annotations/<uuid:annotation_id>")
 api.add_resource(AnnotationBatchImportApi, "/apps/<uuid:app_id>/annotations/batch-import")

api/controllers/console/app/app.py

@@ -28,6 +28,12 @@ from services.feature_service import FeatureService
 ALLOW_CREATE_APP_MODES = ["chat", "agent-chat", "advanced-chat", "workflow", "completion"]
 
 
+def _validate_description_length(description):
+    if description and len(description) > 400:
+        raise ValueError("Description cannot exceed 400 characters.")
+    return description
+
+
 class AppListApi(Resource):
     @setup_required
     @login_required
@@ -94,7 +100,7 @@ class AppListApi(Resource):
         """Create app"""
         parser = reqparse.RequestParser()
         parser.add_argument("name", type=str, required=True, location="json")
-        parser.add_argument("description", type=str, location="json")
+        parser.add_argument("description", type=_validate_description_length, location="json")
         parser.add_argument("mode", type=str, choices=ALLOW_CREATE_APP_MODES, location="json")
         parser.add_argument("icon_type", type=str, location="json")
         parser.add_argument("icon", type=str, location="json")
@@ -146,7 +152,7 @@ class AppApi(Resource):
 
         parser = reqparse.RequestParser()
         parser.add_argument("name", type=str, required=True, nullable=False, location="json")
-        parser.add_argument("description", type=str, location="json")
+        parser.add_argument("description", type=_validate_description_length, location="json")
         parser.add_argument("icon_type", type=str, location="json")
         parser.add_argument("icon", type=str, location="json")
         parser.add_argument("icon_background", type=str, location="json")
@@ -189,7 +195,7 @@ class AppCopyApi(Resource):
 
         parser = reqparse.RequestParser()
         parser.add_argument("name", type=str, location="json")
-        parser.add_argument("description", type=str, location="json")
+        parser.add_argument("description", type=_validate_description_length, location="json")
         parser.add_argument("icon_type", type=str, location="json")
         parser.add_argument("icon", type=str, location="json")
         parser.add_argument("icon_background", type=str, location="json")

api/controllers/console/app/completion.py

@@ -1,6 +1,7 @@
 import logging
 
 import flask_login
+from flask import request
 from flask_restful import Resource, reqparse
 from werkzeug.exceptions import InternalServerError, NotFound
 
@@ -24,6 +25,7 @@ from core.errors.error import (
     ProviderTokenNotInitError,
     QuotaExceededError,
 )
+from core.helper.trace_id_helper import get_external_trace_id
 from core.model_runtime.errors.invoke import InvokeError
 from libs import helper
 from libs.helper import uuid_value
@@ -115,6 +117,10 @@ class ChatMessageApi(Resource):
         streaming = args["response_mode"] != "blocking"
         args["auto_generate_name"] = False
 
+        external_trace_id = get_external_trace_id(request)
+        if external_trace_id:
+            args["external_trace_id"] = external_trace_id
+
         account = flask_login.current_user
 
         try:

api/controllers/console/app/conversation.py

@@ -1,4 +1,4 @@
-from datetime import UTC, datetime
+from datetime import datetime
 
 import pytz  # pip install pytz
 from flask_login import current_user
@@ -19,6 +19,7 @@ from fields.conversation_fields import (
     conversation_pagination_fields,
     conversation_with_summary_pagination_fields,
 )
+from libs.datetime_utils import naive_utc_now
 from libs.helper import DatetimeString
 from libs.login import login_required
 from models import Conversation, EndUser, Message, MessageAnnotation
@@ -48,10 +49,10 @@ class CompletionConversationApi(Resource):
         query = db.select(Conversation).where(Conversation.app_id == app_model.id, Conversation.mode == "completion")
 
         if args["keyword"]:
-            query = query.join(Message, Message.conversation_id == Conversation.id).filter(
+            query = query.join(Message, Message.conversation_id == Conversation.id).where(
                 or_(
-                    Message.query.ilike("%{}%".format(args["keyword"])),
-                    Message.answer.ilike("%{}%".format(args["keyword"])),
+                    Message.query.ilike(f"%{args['keyword']}%"),
+                    Message.answer.ilike(f"%{args['keyword']}%"),
                 )
             )
 
@@ -120,7 +121,7 @@ class CompletionConversationDetailApi(Resource):
 
         conversation = (
             db.session.query(Conversation)
-            .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
+            .where(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
             .first()
         )
 
@@ -173,14 +174,14 @@ class ChatConversationApi(Resource):
         query = db.select(Conversation).where(Conversation.app_id == app_model.id)
 
         if args["keyword"]:
-            keyword_filter = "%{}%".format(args["keyword"])
+            keyword_filter = f"%{args['keyword']}%"
             query = (
                 query.join(
                     Message,
                     Message.conversation_id == Conversation.id,
                 )
                 .join(subquery, subquery.c.conversation_id == Conversation.id)
-                .filter(
+                .where(
                     or_(
                         Message.query.ilike(keyword_filter),
                         Message.answer.ilike(keyword_filter),
@@ -285,7 +286,7 @@ class ChatConversationDetailApi(Resource):
 
         conversation = (
             db.session.query(Conversation)
-            .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
+            .where(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
             .first()
         )
 
@@ -307,7 +308,7 @@ api.add_resource(ChatConversationDetailApi, "/apps/<uuid:app_id>/chat-conversati
 def _get_conversation(app_model, conversation_id):
     conversation = (
         db.session.query(Conversation)
-        .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
+        .where(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
         .first()
     )
 
@@ -315,7 +316,7 @@ def _get_conversation(app_model, conversation_id):
         raise NotFound("Conversation Not Exists.")
 
     if not conversation.read_at:
-        conversation.read_at = datetime.now(UTC).replace(tzinfo=None)
+        conversation.read_at = naive_utc_now()
         conversation.read_account_id = current_user.id
         db.session.commit()
 

api/controllers/console/app/error.py

@@ -79,18 +79,6 @@ class ProviderNotSupportSpeechToTextError(BaseHTTPException):
     code = 400
 
 
-class NoFileUploadedError(BaseHTTPException):
-    error_code = "no_file_uploaded"
-    description = "Please upload your file."
-    code = 400
-
-
-class TooManyFilesError(BaseHTTPException):
-    error_code = "too_many_files"
-    description = "Only one file is allowed."
-    code = 400
-
-
 class DraftWorkflowNotExist(BaseHTTPException):
     error_code = "draft_workflow_not_exist"
     description = "Draft workflow need to be initialized."

api/controllers/console/app/generator.py

@@ -1,5 +1,3 @@
-import os
-
 from flask_login import current_user
 from flask_restful import Resource, reqparse
 
@@ -29,15 +27,12 @@ class RuleGenerateApi(Resource):
         args = parser.parse_args()
 
         account = current_user
-        PROMPT_GENERATION_MAX_TOKENS = int(os.getenv("PROMPT_GENERATION_MAX_TOKENS", "512"))
-
         try:
             rules = LLMGenerator.generate_rule_config(
                 tenant_id=account.current_tenant_id,
                 instruction=args["instruction"],
                 model_config=args["model_config"],
                 no_variable=args["no_variable"],
-                rule_config_max_tokens=PROMPT_GENERATION_MAX_TOKENS,
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -64,14 +59,12 @@ class RuleCodeGenerateApi(Resource):
         args = parser.parse_args()
 
         account = current_user
-        CODE_GENERATION_MAX_TOKENS = int(os.getenv("CODE_GENERATION_MAX_TOKENS", "1024"))
         try:
             code_result = LLMGenerator.generate_code(
                 tenant_id=account.current_tenant_id,
                 instruction=args["instruction"],
                 model_config=args["model_config"],
                 code_language=args["code_language"],
-                max_tokens=CODE_GENERATION_MAX_TOKENS,
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)

api/controllers/console/app/mcp_server.py

@@ -26,7 +26,7 @@ class AppMCPServerController(Resource):
     @get_app_model
     @marshal_with(app_server_fields)
     def get(self, app_model):
-        server = db.session.query(AppMCPServer).filter(AppMCPServer.app_id == app_model.id).first()
+        server = db.session.query(AppMCPServer).where(AppMCPServer.app_id == app_model.id).first()
         return server
 
     @setup_required
@@ -73,7 +73,7 @@ class AppMCPServerController(Resource):
         parser.add_argument("parameters", type=dict, required=True, location="json")
         parser.add_argument("status", type=str, required=False, location="json")
         args = parser.parse_args()
-        server = db.session.query(AppMCPServer).filter(AppMCPServer.id == args["id"]).first()
+        server = db.session.query(AppMCPServer).where(AppMCPServer.id == args["id"]).first()
         if not server:
             raise NotFound()
 
@@ -104,8 +104,8 @@ class AppMCPServerRefreshController(Resource):
             raise NotFound()
         server = (
             db.session.query(AppMCPServer)
-            .filter(AppMCPServer.id == server_id)
-            .filter(AppMCPServer.tenant_id == current_user.current_tenant_id)
+            .where(AppMCPServer.id == server_id)
+            .where(AppMCPServer.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not server:

api/controllers/console/app/message.py

@@ -55,7 +55,7 @@ class ChatMessageListApi(Resource):
 
         conversation = (
             db.session.query(Conversation)
-            .filter(Conversation.id == args["conversation_id"], Conversation.app_id == app_model.id)
+            .where(Conversation.id == args["conversation_id"], Conversation.app_id == app_model.id)
             .first()
         )
 
@@ -65,7 +65,7 @@ class ChatMessageListApi(Resource):
         if args["first_id"]:
             first_message = (
                 db.session.query(Message)
-                .filter(Message.conversation_id == conversation.id, Message.id == args["first_id"])
+                .where(Message.conversation_id == conversation.id, Message.id == args["first_id"])
                 .first()
             )
 
@@ -74,7 +74,7 @@ class ChatMessageListApi(Resource):
 
             history_messages = (
                 db.session.query(Message)
-                .filter(
+                .where(
                     Message.conversation_id == conversation.id,
                     Message.created_at < first_message.created_at,
                     Message.id != first_message.id,
@@ -86,7 +86,7 @@ class ChatMessageListApi(Resource):
         else:
             history_messages = (
                 db.session.query(Message)
-                .filter(Message.conversation_id == conversation.id)
+                .where(Message.conversation_id == conversation.id)
                 .order_by(Message.created_at.desc())
                 .limit(args["limit"])
                 .all()
@@ -97,7 +97,7 @@ class ChatMessageListApi(Resource):
             current_page_first_message = history_messages[-1]
             rest_count = (
                 db.session.query(Message)
-                .filter(
+                .where(
                     Message.conversation_id == conversation.id,
                     Message.created_at < current_page_first_message.created_at,
                     Message.id != current_page_first_message.id,
@@ -183,7 +183,7 @@ class MessageAnnotationCountApi(Resource):
     @account_initialization_required
     @get_app_model
     def get(self, app_model):
-        count = db.session.query(MessageAnnotation).filter(MessageAnnotation.app_id == app_model.id).count()
+        count = db.session.query(MessageAnnotation).where(MessageAnnotation.app_id == app_model.id).count()
 
         return {"count": count}
 
@@ -230,7 +230,7 @@ class MessageApi(Resource):
     def get(self, app_model, message_id):
         message_id = str(message_id)
 
-        message = db.session.query(Message).filter(Message.id == message_id, Message.app_id == app_model.id).first()
+        message = db.session.query(Message).where(Message.id == message_id, Message.app_id == app_model.id).first()
 
         if not message:
             raise NotFound("Message Not Exists.")

api/controllers/console/app/model_config.py

@@ -42,7 +42,7 @@ class ModelConfigResource(Resource):
         if app_model.mode == AppMode.AGENT_CHAT.value or app_model.is_agent:
             # get original app model config
             original_app_model_config = (
-                db.session.query(AppModelConfig).filter(AppModelConfig.id == app_model.app_model_config_id).first()
+                db.session.query(AppModelConfig).where(AppModelConfig.id == app_model.app_model_config_id).first()
             )
             if original_app_model_config is None:
                 raise ValueError("Original app model config not found")

api/controllers/console/app/site.py

@@ -1,5 +1,3 @@
-from datetime import UTC, datetime
-
 from flask_login import current_user
 from flask_restful import Resource, marshal_with, reqparse
 from werkzeug.exceptions import Forbidden, NotFound
@@ -10,6 +8,7 @@ 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.app_fields import app_site_fields
+from libs.datetime_utils import naive_utc_now
 from libs.login import login_required
 from models import Site
 
@@ -50,7 +49,7 @@ class AppSite(Resource):
         if not current_user.is_editor:
             raise Forbidden()
 
-        site = db.session.query(Site).filter(Site.app_id == app_model.id).first()
+        site = db.session.query(Site).where(Site.app_id == app_model.id).first()
         if not site:
             raise NotFound
 
@@ -77,7 +76,7 @@ class AppSite(Resource):
                 setattr(site, attr_name, value)
 
         site.updated_by = current_user.id
-        site.updated_at = datetime.now(UTC).replace(tzinfo=None)
+        site.updated_at = naive_utc_now()
         db.session.commit()
 
         return site
@@ -94,14 +93,14 @@ class AppSiteAccessTokenReset(Resource):
         if not current_user.is_admin_or_owner:
             raise Forbidden()
 
-        site = db.session.query(Site).filter(Site.app_id == app_model.id).first()
+        site = db.session.query(Site).where(Site.app_id == app_model.id).first()
 
         if not site:
             raise NotFound
 
         site.code = Site.generate_code(16)
         site.updated_by = current_user.id
-        site.updated_at = datetime.now(UTC).replace(tzinfo=None)
+        site.updated_at = naive_utc_now()
         db.session.commit()
 
         return site

api/controllers/console/app/statistic.py

@@ -67,7 +67,7 @@ WHERE
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(sa.text(sql_query), arg_dict)
             for i in rs:
                 response_data.append({"date": str(i.date), "message_count": i.message_count})
 
@@ -176,7 +176,7 @@ WHERE
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(sa.text(sql_query), arg_dict)
             for i in rs:
                 response_data.append({"date": str(i.date), "terminal_count": i.terminal_count})
 
@@ -234,7 +234,7 @@ WHERE
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(sa.text(sql_query), arg_dict)
             for i in rs:
                 response_data.append(
                     {"date": str(i.date), "token_count": i.token_count, "total_price": i.total_price, "currency": "USD"}
@@ -310,7 +310,7 @@ ORDER BY
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(sa.text(sql_query), arg_dict)
             for i in rs:
                 response_data.append(
                     {"date": str(i.date), "interactions": float(i.interactions.quantize(Decimal("0.01")))}
@@ -373,7 +373,7 @@ WHERE
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(sa.text(sql_query), arg_dict)
             for i in rs:
                 response_data.append(
                     {
@@ -435,7 +435,7 @@ WHERE
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(sa.text(sql_query), arg_dict)
             for i in rs:
                 response_data.append({"date": str(i.date), "latency": round(i.latency * 1000, 4)})
 
@@ -495,7 +495,7 @@ WHERE
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(sa.text(sql_query), arg_dict)
             for i in rs:
                 response_data.append({"date": str(i.date), "tps": round(i.tokens_per_second, 4)})
 

api/controllers/console/app/workflow.py

@@ -23,6 +23,7 @@ from core.app.app_config.features.file_upload.manager import FileUploadConfigMan
 from core.app.apps.base_app_queue_manager import AppQueueManager
 from core.app.entities.app_invoke_entities import InvokeFrom
 from core.file.models import File
+from core.helper.trace_id_helper import get_external_trace_id
 from extensions.ext_database import db
 from factories import file_factory, variable_factory
 from fields.workflow_fields import workflow_fields, workflow_pagination_fields
@@ -185,6 +186,10 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
 
         args = parser.parse_args()
 
+        external_trace_id = get_external_trace_id(request)
+        if external_trace_id:
+            args["external_trace_id"] = external_trace_id
+
         try:
             response = AppGenerateService.generate(
                 app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.DEBUGGER, streaming=True
@@ -373,6 +378,10 @@ class DraftWorkflowRunApi(Resource):
         parser.add_argument("files", type=list, required=False, location="json")
         args = parser.parse_args()
 
+        external_trace_id = get_external_trace_id(request)
+        if external_trace_id:
+            args["external_trace_id"] = external_trace_id
+
         try:
             response = AppGenerateService.generate(
                 app_model=app_model,

api/controllers/console/app/workflow_draft_variable.py

@@ -163,11 +163,11 @@ class WorkflowVariableCollectionApi(Resource):
             draft_var_srv = WorkflowDraftVariableService(
                 session=session,
             )
-        workflow_vars = draft_var_srv.list_variables_without_values(
-            app_id=app_model.id,
-            page=args.page,
-            limit=args.limit,
-        )
+            workflow_vars = draft_var_srv.list_variables_without_values(
+                app_id=app_model.id,
+                page=args.page,
+                limit=args.limit,
+            )
 
         return workflow_vars
 

api/controllers/console/app/workflow_statistic.py

@@ -2,6 +2,7 @@ from datetime import datetime
 from decimal import Decimal
 
 import pytz
+import sqlalchemy as sa
 from flask import jsonify
 from flask_login import current_user
 from flask_restful import Resource, reqparse
@@ -71,7 +72,7 @@ WHERE
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(sa.text(sql_query), arg_dict)
             for i in rs:
                 response_data.append({"date": str(i.date), "runs": i.runs})
 
@@ -133,7 +134,7 @@ WHERE
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(sa.text(sql_query), arg_dict)
             for i in rs:
                 response_data.append({"date": str(i.date), "terminal_count": i.terminal_count})
 
@@ -195,7 +196,7 @@ WHERE
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(sa.text(sql_query), arg_dict)
             for i in rs:
                 response_data.append(
                     {
@@ -277,7 +278,7 @@ GROUP BY
         response_data = []
 
         with db.engine.begin() as conn:
-            rs = conn.execute(db.text(sql_query), arg_dict)
+            rs = conn.execute(sa.text(sql_query), arg_dict)
             for i in rs:
                 response_data.append(
                     {"date": str(i.date), "interactions": float(i.interactions.quantize(Decimal("0.01")))}

api/controllers/console/app/wraps.py

@@ -11,7 +11,7 @@ from models import App, AppMode
 def _load_app_model(app_id: str) -> Optional[App]:
     app_model = (
         db.session.query(App)
-        .filter(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal")
+        .where(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal")
         .first()
     )
     return app_model

api/controllers/console/auth/activate.py

@@ -1,5 +1,3 @@
-import datetime
-
 from flask import request
 from flask_restful import Resource, reqparse
 
@@ -7,6 +5,7 @@ from constants.languages import supported_language
 from controllers.console import api
 from controllers.console.error import AlreadyActivateError
 from extensions.ext_database import db
+from libs.datetime_utils import naive_utc_now
 from libs.helper import StrLen, email, extract_remote_ip, timezone
 from models.account import AccountStatus
 from services.account_service import AccountService, RegisterService
@@ -65,7 +64,7 @@ class ActivateApi(Resource):
         account.timezone = args["timezone"]
         account.interface_theme = "light"
         account.status = AccountStatus.ACTIVE.value
-        account.initialized_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
+        account.initialized_at = naive_utc_now()
         db.session.commit()
 
         token_pair = AccountService.login(account, ip_address=extract_remote_ip(request))

api/controllers/console/auth/data_source_oauth.py

@@ -81,7 +81,7 @@ class OAuthDataSourceBinding(Resource):
                 oauth_provider.get_access_token(code)
             except requests.exceptions.HTTPError as e:
                 logging.exception(
-                    f"An error occurred during the OAuthCallback process with {provider}: {e.response.text}"
+                    "An error occurred during the OAuthCallback process with %s: %s", provider, e.response.text
                 )
                 return {"error": "OAuth data source process failed"}, 400
 
@@ -103,7 +103,9 @@ class OAuthDataSourceSync(Resource):
         try:
             oauth_provider.sync_data_source(binding_id)
         except requests.exceptions.HTTPError as e:
-            logging.exception(f"An error occurred during the OAuthCallback process with {provider}: {e.response.text}")
+            logging.exception(
+                "An error occurred during the OAuthCallback process with %s: %s", provider, e.response.text
+            )
             return {"error": "OAuth data source process failed"}, 400
 
         return {"result": "success"}, 200

api/controllers/console/auth/error.py

@@ -27,7 +27,19 @@ class InvalidTokenError(BaseHTTPException):
 
 class PasswordResetRateLimitExceededError(BaseHTTPException):
     error_code = "password_reset_rate_limit_exceeded"
-    description = "Too many password reset emails have been sent. Please try again in 1 minutes."
+    description = "Too many password reset emails have been sent. Please try again in 1 minute."
+    code = 429
+
+
+class EmailChangeRateLimitExceededError(BaseHTTPException):
+    error_code = "email_change_rate_limit_exceeded"
+    description = "Too many email change emails have been sent. Please try again in 1 minute."
+    code = 429
+
+
+class OwnerTransferRateLimitExceededError(BaseHTTPException):
+    error_code = "owner_transfer_rate_limit_exceeded"
+    description = "Too many owner transfer emails have been sent. Please try again in 1 minute."
     code = 429
 
 
@@ -65,3 +77,39 @@ class EmailPasswordResetLimitError(BaseHTTPException):
     error_code = "email_password_reset_limit"
     description = "Too many failed password reset attempts. Please try again in 24 hours."
     code = 429
+
+
+class EmailChangeLimitError(BaseHTTPException):
+    error_code = "email_change_limit"
+    description = "Too many failed email change attempts. Please try again in 24 hours."
+    code = 429
+
+
+class EmailAlreadyInUseError(BaseHTTPException):
+    error_code = "email_already_in_use"
+    description = "A user with this email already exists."
+    code = 400
+
+
+class OwnerTransferLimitError(BaseHTTPException):
+    error_code = "owner_transfer_limit"
+    description = "Too many failed owner transfer attempts. Please try again in 24 hours."
+    code = 429
+
+
+class NotOwnerError(BaseHTTPException):
+    error_code = "not_owner"
+    description = "You are not the owner of the workspace."
+    code = 400
+
+
+class CannotTransferOwnerToSelfError(BaseHTTPException):
+    error_code = "cannot_transfer_owner_to_self"
+    description = "You cannot transfer ownership to yourself."
+    code = 400
+
+
+class MemberNotInTenantError(BaseHTTPException):
+    error_code = "member_not_in_tenant"
+    description = "The member is not in the workspace."
+    code = 400

api/controllers/console/auth/oauth.py

@@ -1,5 +1,4 @@
 import logging
-from datetime import UTC, datetime
 from typing import Optional
 
 import requests
@@ -13,6 +12,7 @@ from configs import dify_config
 from constants.languages import languages
 from events.tenant_event import tenant_was_created
 from extensions.ext_database import db
+from libs.datetime_utils import naive_utc_now
 from libs.helper import extract_remote_ip
 from libs.oauth import GitHubOAuth, GoogleOAuth, OAuthUserInfo
 from models import Account
@@ -80,7 +80,7 @@ class OAuthCallback(Resource):
             user_info = oauth_provider.get_user_info(token)
         except requests.exceptions.RequestException as e:
             error_text = e.response.text if e.response else str(e)
-            logging.exception(f"An error occurred during the OAuth process with {provider}: {error_text}")
+            logging.exception("An error occurred during the OAuth process with %s: %s", provider, error_text)
             return {"error": "OAuth process failed"}, 400
 
         if invite_token and RegisterService.is_valid_invite_token(invite_token):
@@ -110,7 +110,7 @@ class OAuthCallback(Resource):
 
         if account.status == AccountStatus.PENDING.value:
             account.status = AccountStatus.ACTIVE.value
-            account.initialized_at = datetime.now(UTC).replace(tzinfo=None)
+            account.initialized_at = naive_utc_now()
             db.session.commit()
 
         try:

api/controllers/console/datasets/data_source.py

@@ -1,5 +1,6 @@
-import datetime
 import json
+from collections.abc import Generator
+from typing import cast
 
 from flask import request
 from flask_login import current_user
@@ -10,14 +11,18 @@ from werkzeug.exceptions import NotFound
 
 from controllers.console import api
 from controllers.console.wraps import account_initialization_required, setup_required
+from core.datasource.entities.datasource_entities import DatasourceProviderType, OnlineDocumentPagesMessage
+from core.datasource.online_document.online_document_plugin import OnlineDocumentDatasourcePlugin
 from core.indexing_runner import IndexingRunner
 from core.rag.extractor.entity.extract_setting import ExtractSetting
 from core.rag.extractor.notion_extractor import NotionExtractor
 from extensions.ext_database import db
 from fields.data_source_fields import integrate_list_fields, integrate_notion_info_list_fields
+from libs.datetime_utils import naive_utc_now
 from libs.login import login_required
 from models import DataSourceOauthBinding, Document
 from services.dataset_service import DatasetService, DocumentService
+from services.datasource_provider_service import DatasourceProviderService
 from tasks.document_indexing_sync_task import document_indexing_sync_task
 
 
@@ -30,7 +35,7 @@ class DataSourceApi(Resource):
         # get workspace data source integrates
         data_source_integrates = (
             db.session.query(DataSourceOauthBinding)
-            .filter(
+            .where(
                 DataSourceOauthBinding.tenant_id == current_user.current_tenant_id,
                 DataSourceOauthBinding.disabled == False,
             )
@@ -88,7 +93,7 @@ class DataSourceApi(Resource):
         if action == "enable":
             if data_source_binding.disabled:
                 data_source_binding.disabled = False
-                data_source_binding.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
+                data_source_binding.updated_at = naive_utc_now()
                 db.session.add(data_source_binding)
                 db.session.commit()
             else:
@@ -97,7 +102,7 @@ class DataSourceApi(Resource):
         if action == "disable":
             if not data_source_binding.disabled:
                 data_source_binding.disabled = True
-                data_source_binding.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
+                data_source_binding.updated_at = naive_utc_now()
                 db.session.add(data_source_binding)
                 db.session.commit()
             else:
@@ -112,6 +117,18 @@ class DataSourceNotionListApi(Resource):
     @marshal_with(integrate_notion_info_list_fields)
     def get(self):
         dataset_id = request.args.get("dataset_id", default=None, type=str)
+        credential_id = request.args.get("credential_id", default=None, type=str)
+        if not credential_id:
+            raise ValueError("Credential id is required.")
+        datasource_provider_service = DatasourceProviderService()
+        credential = datasource_provider_service.get_datasource_credentials(
+            tenant_id=current_user.current_tenant_id,
+            credential_id=credential_id,
+            provider="notion_datasource",
+            plugin_id="langgenius/notion_datasource",
+        )
+        if not credential:
+            raise NotFound("Credential not found.")
         exist_page_ids = []
         with Session(db.engine) as session:
             # import notion in the exist dataset
@@ -135,31 +152,49 @@ class DataSourceNotionListApi(Resource):
                         data_source_info = json.loads(document.data_source_info)
                         exist_page_ids.append(data_source_info["notion_page_id"])
             # get all authorized pages
-            data_source_bindings = session.scalars(
-                select(DataSourceOauthBinding).filter_by(
-                    tenant_id=current_user.current_tenant_id, provider="notion", disabled=False
+            from core.datasource.datasource_manager import DatasourceManager
+
+            datasource_runtime = DatasourceManager.get_datasource_runtime(
+                provider_id="langgenius/notion_datasource/notion_datasource",
+                datasource_name="notion_datasource",
+                tenant_id=current_user.current_tenant_id,
+                datasource_type=DatasourceProviderType.ONLINE_DOCUMENT,
+            )
+            datasource_provider_service = DatasourceProviderService()
+            if credential:
+                datasource_runtime.runtime.credentials = credential
+            datasource_runtime = cast(OnlineDocumentDatasourcePlugin, datasource_runtime)
+            online_document_result: Generator[OnlineDocumentPagesMessage, None, None] = (
+                datasource_runtime.get_online_document_pages(
+                    user_id=current_user.id,
+                    datasource_parameters={},
+                    provider_type=datasource_runtime.datasource_provider_type(),
                 )
-            ).all()
-            if not data_source_bindings:
-                return {"notion_info": []}, 200
-            pre_import_info_list = []
-            for data_source_binding in data_source_bindings:
-                source_info = data_source_binding.source_info
-                pages = source_info["pages"]
-                # Filter out already bound pages
-                for page in pages:
-                    if page["page_id"] in exist_page_ids:
-                        page["is_bound"] = True
-                    else:
-                        page["is_bound"] = False
-                pre_import_info = {
-                    "workspace_name": source_info["workspace_name"],
-                    "workspace_icon": source_info["workspace_icon"],
-                    "workspace_id": source_info["workspace_id"],
-                    "pages": pages,
-                }
-                pre_import_info_list.append(pre_import_info)
-            return {"notion_info": pre_import_info_list}, 200
+            )
+            try:
+                pages = []
+                workspace_info = {}
+                for message in online_document_result:
+                    result = message.result
+                    for info in result:
+                        workspace_info = {
+                            "workspace_id": info.workspace_id,
+                            "workspace_name": info.workspace_name,
+                            "workspace_icon": info.workspace_icon,
+                        }
+                        for page in info.pages:
+                            page_info = {
+                                "page_id": page.page_id,
+                                "page_name": page.page_name,
+                                "type": page.type,
+                                "parent_id": page.parent_id,
+                                "is_bound": page.page_id in exist_page_ids,
+                                "page_icon": page.page_icon,
+                            }
+                            pages.append(page_info)
+            except Exception as e:
+                raise e
+            return {"notion_info": {**workspace_info, "pages": pages}}, 200
 
 
 class DataSourceNotionApi(Resource):
@@ -167,27 +202,25 @@ class DataSourceNotionApi(Resource):
     @login_required
     @account_initialization_required
     def get(self, workspace_id, page_id, page_type):
+        credential_id = request.args.get("credential_id", default=None, type=str)
+        if not credential_id:
+            raise ValueError("Credential id is required.")
+        datasource_provider_service = DatasourceProviderService()
+        credential = datasource_provider_service.get_datasource_credentials(
+            tenant_id=current_user.current_tenant_id,
+            credential_id=credential_id,
+            provider="notion_datasource",
+            plugin_id="langgenius/notion_datasource",
+        )
+
         workspace_id = str(workspace_id)
         page_id = str(page_id)
-        with Session(db.engine) as session:
-            data_source_binding = session.execute(
-                select(DataSourceOauthBinding).filter(
-                    db.and_(
-                        DataSourceOauthBinding.tenant_id == current_user.current_tenant_id,
-                        DataSourceOauthBinding.provider == "notion",
-                        DataSourceOauthBinding.disabled == False,
-                        DataSourceOauthBinding.source_info["workspace_id"] == f'"{workspace_id}"',
-                    )
-                )
-            ).scalar_one_or_none()
-        if not data_source_binding:
-            raise NotFound("Data source binding not found.")
 
         extractor = NotionExtractor(
             notion_workspace_id=workspace_id,
             notion_obj_id=page_id,
             notion_page_type=page_type,
-            notion_access_token=data_source_binding.access_token,
+            notion_access_token=credential.get("integration_secret"),
             tenant_id=current_user.current_tenant_id,
         )
 
@@ -212,10 +245,12 @@ class DataSourceNotionApi(Resource):
         extract_settings = []
         for notion_info in notion_info_list:
             workspace_id = notion_info["workspace_id"]
+            credential_id = notion_info.get("credential_id")
             for page in notion_info["pages"]:
                 extract_setting = ExtractSetting(
                     datasource_type="notion_import",
                     notion_info={
+                        "credential_id": credential_id,
                         "notion_workspace_id": workspace_id,
                         "notion_obj_id": page["page_id"],
                         "notion_page_type": page["type"],

api/controllers/console/datasets/datasets.py

@@ -41,7 +41,7 @@ def _validate_name(name):
 
 
 def _validate_description_length(description):
-    if len(description) > 400:
+    if description and len(description) > 400:
         raise ValueError("Description cannot exceed 400 characters.")
     return description
 
@@ -113,7 +113,7 @@ class DatasetListApi(Resource):
         )
         parser.add_argument(
             "description",
-            type=str,
+            type=_validate_description_length,
             nullable=True,
             required=False,
             default="",
@@ -211,10 +211,6 @@ class DatasetApi(Resource):
         else:
             data["embedding_available"] = True
 
-        if data.get("permission") == "partial_members":
-            part_users_list = DatasetPermissionService.get_dataset_partial_member_list(dataset_id_str)
-            data.update({"partial_member_list": part_users_list})
-
         return data, 200
 
     @setup_required
@@ -283,6 +279,15 @@ class DatasetApi(Resource):
             location="json",
             help="Invalid external knowledge api id.",
         )
+
+        parser.add_argument(
+            "icon_info",
+            type=dict,
+            required=False,
+            nullable=True,
+            location="json",
+            help="Invalid icon info.",
+        )
         args = parser.parse_args()
         data = request.get_json()
 
@@ -416,7 +421,7 @@ class DatasetIndexingEstimateApi(Resource):
             file_ids = args["info_list"]["file_info_list"]["file_ids"]
             file_details = (
                 db.session.query(UploadFile)
-                .filter(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id.in_(file_ids))
+                .where(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id.in_(file_ids))
                 .all()
             )
 
@@ -433,10 +438,12 @@ class DatasetIndexingEstimateApi(Resource):
             notion_info_list = args["info_list"]["notion_info_list"]
             for notion_info in notion_info_list:
                 workspace_id = notion_info["workspace_id"]
+                credential_id = notion_info.get("credential_id")
                 for page in notion_info["pages"]:
                     extract_setting = ExtractSetting(
                         datasource_type="notion_import",
                         notion_info={
+                            "credential_id": credential_id,
                             "notion_workspace_id": workspace_id,
                             "notion_obj_id": page["page_id"],
                             "notion_page_type": page["type"],
@@ -521,14 +528,14 @@ class DatasetIndexingStatusApi(Resource):
         dataset_id = str(dataset_id)
         documents = (
             db.session.query(Document)
-            .filter(Document.dataset_id == dataset_id, Document.tenant_id == current_user.current_tenant_id)
+            .where(Document.dataset_id == dataset_id, Document.tenant_id == current_user.current_tenant_id)
             .all()
         )
         documents_status = []
         for document in documents:
             completed_segments = (
                 db.session.query(DocumentSegment)
-                .filter(
+                .where(
                     DocumentSegment.completed_at.isnot(None),
                     DocumentSegment.document_id == str(document.id),
                     DocumentSegment.status != "re_segment",
@@ -537,7 +544,7 @@ class DatasetIndexingStatusApi(Resource):
             )
             total_segments = (
                 db.session.query(DocumentSegment)
-                .filter(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                .where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
                 .count()
             )
             # Create a dictionary with document attributes and additional fields
@@ -572,7 +579,7 @@ class DatasetApiKeyApi(Resource):
     def get(self):
         keys = (
             db.session.query(ApiToken)
-            .filter(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
+            .where(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
             .all()
         )
         return {"items": keys}
@@ -588,7 +595,7 @@ class DatasetApiKeyApi(Resource):
 
         current_key_count = (
             db.session.query(ApiToken)
-            .filter(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
+            .where(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
             .count()
         )
 
@@ -624,7 +631,7 @@ class DatasetApiDeleteApi(Resource):
 
         key = (
             db.session.query(ApiToken)
-            .filter(
+            .where(
                 ApiToken.tenant_id == current_user.current_tenant_id,
                 ApiToken.type == self.resource_type,
                 ApiToken.id == api_key_id,
@@ -635,7 +642,7 @@ class DatasetApiDeleteApi(Resource):
         if key is None:
             flask_restful.abort(404, message="API key not found")
 
-        db.session.query(ApiToken).filter(ApiToken.id == api_key_id).delete()
+        db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
         db.session.commit()
 
         return {"result": "success"}, 204
@@ -687,6 +694,7 @@ class DatasetRetrievalSettingApi(Resource):
                 | VectorType.HUAWEI_CLOUD
                 | VectorType.TENCENT
                 | VectorType.MATRIXONE
+                | VectorType.CLICKZETTA
             ):
                 return {
                     "retrieval_method": [
@@ -735,6 +743,7 @@ class DatasetRetrievalSettingMockApi(Resource):
                 | VectorType.TENCENT
                 | VectorType.HUAWEI_CLOUD
                 | VectorType.MATRIXONE
+                | VectorType.CLICKZETTA
             ):
                 return {
                     "retrieval_method": [

api/controllers/console/datasets/datasets_document.py

@@ -1,6 +1,6 @@
+import json
 import logging
 from argparse import ArgumentTypeError
-from datetime import UTC, datetime
 from typing import cast
 
 from flask import request
@@ -49,8 +49,10 @@ from fields.document_fields import (
     document_status_fields,
     document_with_segments_fields,
 )
+from libs.datetime_utils import naive_utc_now
 from libs.login import login_required
 from models import Dataset, DatasetProcessRule, Document, DocumentSegment, UploadFile
+from models.dataset import DocumentPipelineExecutionLog
 from services.dataset_service import DatasetService, DocumentService
 from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig
 
@@ -124,7 +126,7 @@ class GetProcessRuleApi(Resource):
             # get the latest process rule
             dataset_process_rule = (
                 db.session.query(DatasetProcessRule)
-                .filter(DatasetProcessRule.dataset_id == document.dataset_id)
+                .where(DatasetProcessRule.dataset_id == document.dataset_id)
                 .order_by(DatasetProcessRule.created_at.desc())
                 .limit(1)
                 .one_or_none()
@@ -176,7 +178,7 @@ class DatasetDocumentListApi(Resource):
 
         if search:
             search = f"%{search}%"
-            query = query.filter(Document.name.like(search))
+            query = query.where(Document.name.like(search))
 
         if sort.startswith("-"):
             sort_logic = desc
@@ -212,7 +214,7 @@ class DatasetDocumentListApi(Resource):
             for document in documents:
                 completed_segments = (
                     db.session.query(DocumentSegment)
-                    .filter(
+                    .where(
                         DocumentSegment.completed_at.isnot(None),
                         DocumentSegment.document_id == str(document.id),
                         DocumentSegment.status != "re_segment",
@@ -221,7 +223,7 @@ class DatasetDocumentListApi(Resource):
                 )
                 total_segments = (
                     db.session.query(DocumentSegment)
-                    .filter(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                    .where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
                     .count()
                 )
                 document.completed_segments = completed_segments
@@ -417,7 +419,7 @@ class DocumentIndexingEstimateApi(DocumentResource):
 
                 file = (
                     db.session.query(UploadFile)
-                    .filter(UploadFile.tenant_id == document.tenant_id, UploadFile.id == file_id)
+                    .where(UploadFile.tenant_id == document.tenant_id, UploadFile.id == file_id)
                     .first()
                 )
 
@@ -492,7 +494,7 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
                 file_id = data_source_info["upload_file_id"]
                 file_detail = (
                     db.session.query(UploadFile)
-                    .filter(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id == file_id)
+                    .where(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id == file_id)
                     .first()
                 )
 
@@ -508,6 +510,7 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
                 extract_setting = ExtractSetting(
                     datasource_type="notion_import",
                     notion_info={
+                        "credential_id": data_source_info["credential_id"],
                         "notion_workspace_id": data_source_info["notion_workspace_id"],
                         "notion_obj_id": data_source_info["notion_page_id"],
                         "notion_page_type": data_source_info["type"],
@@ -568,7 +571,7 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
         for document in documents:
             completed_segments = (
                 db.session.query(DocumentSegment)
-                .filter(
+                .where(
                     DocumentSegment.completed_at.isnot(None),
                     DocumentSegment.document_id == str(document.id),
                     DocumentSegment.status != "re_segment",
@@ -577,7 +580,7 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
             )
             total_segments = (
                 db.session.query(DocumentSegment)
-                .filter(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                .where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
                 .count()
             )
             # Create a dictionary with document attributes and additional fields
@@ -611,7 +614,7 @@ class DocumentIndexingStatusApi(DocumentResource):
 
         completed_segments = (
             db.session.query(DocumentSegment)
-            .filter(
+            .where(
                 DocumentSegment.completed_at.isnot(None),
                 DocumentSegment.document_id == str(document_id),
                 DocumentSegment.status != "re_segment",
@@ -620,7 +623,7 @@ class DocumentIndexingStatusApi(DocumentResource):
         )
         total_segments = (
             db.session.query(DocumentSegment)
-            .filter(DocumentSegment.document_id == str(document_id), DocumentSegment.status != "re_segment")
+            .where(DocumentSegment.document_id == str(document_id), DocumentSegment.status != "re_segment")
             .count()
         )
 
@@ -642,7 +645,7 @@ class DocumentIndexingStatusApi(DocumentResource):
         return marshal(document_dict, document_status_fields)
 
 
-class DocumentDetailApi(DocumentResource):
+class DocumentApi(DocumentResource):
     METADATA_CHOICES = {"all", "only", "without"}
 
     @setup_required
@@ -661,7 +664,7 @@ class DocumentDetailApi(DocumentResource):
             response = {"id": document.id, "doc_type": document.doc_type, "doc_metadata": document.doc_metadata_details}
         elif metadata == "without":
             dataset_process_rules = DatasetService.get_process_rules(dataset_id)
-            document_process_rules = document.dataset_process_rule.to_dict()
+            document_process_rules = document.dataset_process_rule.to_dict() if document.dataset_process_rule else {}
             data_source_info = document.data_source_detail_dict
             response = {
                 "id": document.id,
@@ -730,45 +733,6 @@ class DocumentDetailApi(DocumentResource):
 
         return response, 200
 
-
-class DocumentProcessingApi(DocumentResource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @cloud_edition_billing_rate_limit_check("knowledge")
-    def patch(self, dataset_id, document_id, action):
-        dataset_id = str(dataset_id)
-        document_id = str(document_id)
-        document = self.get_document(dataset_id, document_id)
-
-        # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
-        if not current_user.is_dataset_editor:
-            raise Forbidden()
-
-        if action == "pause":
-            if document.indexing_status != "indexing":
-                raise InvalidActionError("Document not in indexing state.")
-
-            document.paused_by = current_user.id
-            document.paused_at = datetime.now(UTC).replace(tzinfo=None)
-            document.is_paused = True
-            db.session.commit()
-
-        elif action == "resume":
-            if document.indexing_status not in {"paused", "error"}:
-                raise InvalidActionError("Document not in paused or error state.")
-
-            document.paused_by = None
-            document.paused_at = None
-            document.is_paused = False
-            db.session.commit()
-        else:
-            raise InvalidActionError()
-
-        return {"result": "success"}, 200
-
-
-class DocumentDeleteApi(DocumentResource):
     @setup_required
     @login_required
     @account_initialization_required
@@ -792,6 +756,43 @@ class DocumentDeleteApi(DocumentResource):
         return {"result": "success"}, 204
 
 
+class DocumentProcessingApi(DocumentResource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @cloud_edition_billing_rate_limit_check("knowledge")
+    def patch(self, dataset_id, document_id, action):
+        dataset_id = str(dataset_id)
+        document_id = str(document_id)
+        document = self.get_document(dataset_id, document_id)
+
+        # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
+        if not current_user.is_dataset_editor:
+            raise Forbidden()
+
+        if action == "pause":
+            if document.indexing_status != "indexing":
+                raise InvalidActionError("Document not in indexing state.")
+
+            document.paused_by = current_user.id
+            document.paused_at = naive_utc_now()
+            document.is_paused = True
+            db.session.commit()
+
+        elif action == "resume":
+            if document.indexing_status not in {"paused", "error"}:
+                raise InvalidActionError("Document not in paused or error state.")
+
+            document.paused_by = None
+            document.paused_at = None
+            document.is_paused = False
+            db.session.commit()
+        else:
+            raise InvalidActionError()
+
+        return {"result": "success"}, 200
+
+
 class DocumentMetadataApi(DocumentResource):
     @setup_required
     @login_required
@@ -830,7 +831,7 @@ class DocumentMetadataApi(DocumentResource):
                     document.doc_metadata[key] = value
 
         document.doc_type = doc_type
-        document.updated_at = datetime.now(UTC).replace(tzinfo=None)
+        document.updated_at = naive_utc_now()
         db.session.commit()
 
         return {"result": "success", "message": "Document metadata updated."}, 200
@@ -970,7 +971,7 @@ class DocumentRetryApi(DocumentResource):
                     raise DocumentAlreadyFinishedError()
                 retry_documents.append(document)
             except Exception:
-                logging.exception(f"Failed to retry document, document id: {document_id}")
+                logging.exception("Failed to retry document, document id: %s", document_id)
                 continue
         # retry document
         DocumentService.retry_document(dataset_id, retry_documents)
@@ -1028,6 +1029,41 @@ class WebsiteDocumentSyncApi(DocumentResource):
         return {"result": "success"}, 200
 
 
+class DocumentPipelineExecutionLogApi(DocumentResource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def get(self, dataset_id, document_id):
+        dataset_id = str(dataset_id)
+        document_id = str(document_id)
+
+        dataset = DatasetService.get_dataset(dataset_id)
+        if not dataset:
+            raise NotFound("Dataset not found.")
+        document = DocumentService.get_document(dataset.id, document_id)
+        if not document:
+            raise NotFound("Document not found.")
+        log = (
+            db.session.query(DocumentPipelineExecutionLog)
+            .filter_by(document_id=document_id)
+            .order_by(DocumentPipelineExecutionLog.created_at.desc())
+            .first()
+        )
+        if not log:
+            return {
+                "datasource_info": None,
+                "datasource_type": None,
+                "input_data": None,
+                "datasource_node_id": None,
+            }, 200
+        return {
+            "datasource_info": json.loads(log.datasource_info),
+            "datasource_type": log.datasource_type,
+            "input_data": log.input_data,
+            "datasource_node_id": log.datasource_node_id,
+        }, 200
+
+
 api.add_resource(GetProcessRuleApi, "/datasets/process-rule")
 api.add_resource(DatasetDocumentListApi, "/datasets/<uuid:dataset_id>/documents")
 api.add_resource(DatasetInitApi, "/datasets/init")
@@ -1037,11 +1073,10 @@ api.add_resource(
 api.add_resource(DocumentBatchIndexingEstimateApi, "/datasets/<uuid:dataset_id>/batch/<string:batch>/indexing-estimate")
 api.add_resource(DocumentBatchIndexingStatusApi, "/datasets/<uuid:dataset_id>/batch/<string:batch>/indexing-status")
 api.add_resource(DocumentIndexingStatusApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/indexing-status")
-api.add_resource(DocumentDetailApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>")
+api.add_resource(DocumentApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>")
 api.add_resource(
     DocumentProcessingApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/processing/<string:action>"
 )
-api.add_resource(DocumentDeleteApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>")
 api.add_resource(DocumentMetadataApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/metadata")
 api.add_resource(DocumentStatusApi, "/datasets/<uuid:dataset_id>/documents/status/<string:action>/batch")
 api.add_resource(DocumentPauseApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/processing/pause")
@@ -1050,3 +1085,6 @@ api.add_resource(DocumentRetryApi, "/datasets/<uuid:dataset_id>/retry")
 api.add_resource(DocumentRenameApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/rename")
 
 api.add_resource(WebsiteDocumentSyncApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/website-sync")
+api.add_resource(
+    DocumentPipelineExecutionLogApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/pipeline-execution-log"
+)

api/controllers/console/datasets/datasets_segments.py

@@ -1,6 +1,5 @@
 import uuid
 
-import pandas as pd
 from flask import request
 from flask_login import current_user
 from flask_restful import Resource, marshal, reqparse
@@ -14,8 +13,6 @@ from controllers.console.datasets.error import (
     ChildChunkDeleteIndexError,
     ChildChunkIndexingError,
     InvalidActionError,
-    NoFileUploadedError,
-    TooManyFilesError,
 )
 from controllers.console.wraps import (
     account_initialization_required,
@@ -32,6 +29,7 @@ from extensions.ext_redis import redis_client
 from fields.segment_fields import child_chunk_fields, segment_fields
 from libs.login import login_required
 from models.dataset import ChildChunk, DocumentSegment
+from models.model import UploadFile
 from services.dataset_service import DatasetService, DocumentService, SegmentService
 from services.entities.knowledge_entities.knowledge_entities import ChildChunkUpdateArgs, SegmentUpdateArgs
 from services.errors.chunk import ChildChunkDeleteIndexError as ChildChunkDeleteIndexServiceError
@@ -78,7 +76,7 @@ class DatasetDocumentSegmentListApi(Resource):
 
         query = (
             select(DocumentSegment)
-            .filter(
+            .where(
                 DocumentSegment.document_id == str(document_id),
                 DocumentSegment.tenant_id == current_user.current_tenant_id,
             )
@@ -86,19 +84,19 @@ class DatasetDocumentSegmentListApi(Resource):
         )
 
         if status_list:
-            query = query.filter(DocumentSegment.status.in_(status_list))
+            query = query.where(DocumentSegment.status.in_(status_list))
 
         if hit_count_gte is not None:
-            query = query.filter(DocumentSegment.hit_count >= hit_count_gte)
+            query = query.where(DocumentSegment.hit_count >= hit_count_gte)
 
         if keyword:
             query = query.where(DocumentSegment.content.ilike(f"%{keyword}%"))
 
         if args["enabled"].lower() != "all":
             if args["enabled"].lower() == "true":
-                query = query.filter(DocumentSegment.enabled == True)
+                query = query.where(DocumentSegment.enabled == True)
             elif args["enabled"].lower() == "false":
-                query = query.filter(DocumentSegment.enabled == False)
+                query = query.where(DocumentSegment.enabled == False)
 
         segments = db.paginate(select=query, page=page, per_page=limit, max_per_page=100, error_out=False)
 
@@ -184,7 +182,7 @@ class DatasetDocumentSegmentApi(Resource):
                 raise ProviderNotInitializeError(ex.description)
         segment_ids = request.args.getlist("segment_id")
 
-        document_indexing_cache_key = "document_{}_indexing".format(document.id)
+        document_indexing_cache_key = f"document_{document.id}_indexing"
         cache_result = redis_client.get(document_indexing_cache_key)
         if cache_result is not None:
             raise InvalidActionError("Document is being indexed, please try again later")
@@ -285,7 +283,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -331,7 +329,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -365,37 +363,28 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
         document = DocumentService.get_document(dataset_id, document_id)
         if not document:
             raise NotFound("Document not found.")
-        # get file from request
-        file = request.files["file"]
-        # check file
-        if "file" not in request.files:
-            raise NoFileUploadedError()
 
-        if len(request.files) > 1:
-            raise TooManyFilesError()
+        parser = reqparse.RequestParser()
+        parser.add_argument("upload_file_id", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+        upload_file_id = args["upload_file_id"]
+
+        upload_file = db.session.query(UploadFile).where(UploadFile.id == upload_file_id).first()
+        if not upload_file:
+            raise NotFound("UploadFile not found.")
+
         # check file type
-        if not file.filename or not file.filename.lower().endswith(".csv"):
+        if not upload_file.name or not upload_file.name.lower().endswith(".csv"):
             raise ValueError("Invalid file type. Only CSV files are allowed")
 
         try:
-            # Skip the first row
-            df = pd.read_csv(file)
-            result = []
-            for index, row in df.iterrows():
-                if document.doc_form == "qa_model":
-                    data = {"content": row.iloc[0], "answer": row.iloc[1]}
-                else:
-                    data = {"content": row.iloc[0]}
-                result.append(data)
-            if len(result) == 0:
-                raise ValueError("The CSV file is empty.")
             # async job
             job_id = str(uuid.uuid4())
-            indexing_cache_key = "segment_batch_import_{}".format(str(job_id))
+            indexing_cache_key = f"segment_batch_import_{str(job_id)}"
             # send batch add segments task
             redis_client.setnx(indexing_cache_key, "waiting")
             batch_create_segment_to_index_task.delay(
-                str(job_id), result, dataset_id, document_id, current_user.current_tenant_id, current_user.id
+                str(job_id), upload_file_id, dataset_id, document_id, current_user.current_tenant_id, current_user.id
             )
         except Exception as e:
             return {"error": str(e)}, 500
@@ -406,7 +395,7 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
     @account_initialization_required
     def get(self, job_id):
         job_id = str(job_id)
-        indexing_cache_key = "segment_batch_import_{}".format(job_id)
+        indexing_cache_key = f"segment_batch_import_{job_id}"
         cache_result = redis_client.get(indexing_cache_key)
         if cache_result is None:
             raise ValueError("The job does not exist.")
@@ -436,7 +425,7 @@ class ChildChunkAddApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -493,7 +482,7 @@ class ChildChunkAddApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -540,7 +529,7 @@ class ChildChunkAddApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -586,7 +575,7 @@ class ChildChunkUpdateApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -595,7 +584,7 @@ class ChildChunkUpdateApi(Resource):
         child_chunk_id = str(child_chunk_id)
         child_chunk = (
             db.session.query(ChildChunk)
-            .filter(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
+            .where(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not child_chunk:
@@ -635,7 +624,7 @@ class ChildChunkUpdateApi(Resource):
         segment_id = str(segment_id)
         segment = (
             db.session.query(DocumentSegment)
-            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not segment:
@@ -644,7 +633,7 @@ class ChildChunkUpdateApi(Resource):
         child_chunk_id = str(child_chunk_id)
         child_chunk = (
             db.session.query(ChildChunk)
-            .filter(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
+            .where(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
             .first()
         )
         if not child_chunk:

api/controllers/console/datasets/error.py

@@ -1,36 +1,6 @@
 from libs.exception import BaseHTTPException
 
 
-class NoFileUploadedError(BaseHTTPException):
-    error_code = "no_file_uploaded"
-    description = "Please upload your file."
-    code = 400
-
-
-class TooManyFilesError(BaseHTTPException):
-    error_code = "too_many_files"
-    description = "Only one file is allowed."
-    code = 400
-
-
-class FileTooLargeError(BaseHTTPException):
-    error_code = "file_too_large"
-    description = "File size exceeded. {message}"
-    code = 413
-
-
-class UnsupportedFileTypeError(BaseHTTPException):
-    error_code = "unsupported_file_type"
-    description = "File type not allowed."
-    code = 415
-
-
-class HighQualityDatasetOnlyError(BaseHTTPException):
-    error_code = "high_quality_dataset_only"
-    description = "Current operation only supports 'high-quality' datasets."
-    code = 400
-
-
 class DatasetNotInitializedError(BaseHTTPException):
     error_code = "dataset_not_initialized"
     description = "The dataset is still being initialized or indexing. Please wait a moment."
@@ -101,3 +71,9 @@ class ChildChunkDeleteIndexError(BaseHTTPException):
     error_code = "child_chunk_delete_index_error"
     description = "Delete child chunk index failed: {message}"
     code = 500
+
+
+class PipelineNotFoundError(BaseHTTPException):
+    error_code = "pipeline_not_found"
+    description = "Pipeline not found."
+    code = 404

api/controllers/console/datasets/metadata.py

@@ -22,8 +22,8 @@ class DatasetMetadataCreateApi(Resource):
     @marshal_with(dataset_metadata_fields)
     def post(self, dataset_id):
         parser = reqparse.RequestParser()
-        parser.add_argument("type", type=str, required=True, nullable=True, location="json")
-        parser.add_argument("name", type=str, required=True, nullable=True, location="json")
+        parser.add_argument("type", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("name", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
         metadata_args = MetadataArgs(**args)
 
@@ -56,7 +56,7 @@ class DatasetMetadataApi(Resource):
     @marshal_with(dataset_metadata_fields)
     def patch(self, dataset_id, metadata_id):
         parser = reqparse.RequestParser()
-        parser.add_argument("name", type=str, required=True, nullable=True, location="json")
+        parser.add_argument("name", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
 
         dataset_id_str = str(dataset_id)
@@ -127,7 +127,7 @@ class DocumentMetadataEditApi(Resource):
         DatasetService.check_dataset_permission(dataset, current_user)
 
         parser = reqparse.RequestParser()
-        parser.add_argument("operation_data", type=list, required=True, nullable=True, location="json")
+        parser.add_argument("operation_data", type=list, required=True, nullable=False, location="json")
         args = parser.parse_args()
         metadata_args = MetadataOperationData(**args)
 

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

@@ -0,0 +1,365 @@
+from fastapi.encoders import jsonable_encoder
+from flask import make_response, redirect, request
+from flask_login import current_user  # type: ignore
+from flask_restful import (  # type: ignore
+    Resource,  # type: ignore
+    reqparse,
+)
+from werkzeug.exceptions import Forbidden, NotFound
+
+from configs import dify_config
+from controllers.console import api
+from controllers.console.wraps import (
+    account_initialization_required,
+    setup_required,
+)
+from core.model_runtime.errors.validate import CredentialsValidateFailedError
+from core.plugin.entities.plugin import DatasourceProviderID
+from core.plugin.impl.oauth import OAuthHandler
+from libs.helper import StrLen
+from libs.login import login_required
+from services.datasource_provider_service import DatasourceProviderService
+from services.plugin.oauth_service import OAuthProxyService
+
+
+class DatasourcePluginOAuthAuthorizationUrl(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def get(self, provider_id: str):
+        user = current_user
+        tenant_id = user.current_tenant_id
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        credential_id = request.args.get("credential_id")
+        datasource_provider_id = DatasourceProviderID(provider_id)
+        provider_name = datasource_provider_id.provider_name
+        plugin_id = datasource_provider_id.plugin_id
+        oauth_config = DatasourceProviderService().get_oauth_client(
+            tenant_id=tenant_id,
+            datasource_provider_id=datasource_provider_id,
+        )
+        if not oauth_config:
+            raise ValueError(f"No OAuth Client Config for {provider_id}")
+
+        context_id = OAuthProxyService.create_proxy_context(
+            user_id=current_user.id,
+            tenant_id=tenant_id,
+            plugin_id=plugin_id,
+            provider=provider_name,
+            credential_id=credential_id,
+        )
+        oauth_handler = OAuthHandler()
+        redirect_uri = f"{dify_config.CONSOLE_API_URL}/console/api/oauth/plugin/{provider_id}/datasource/callback"
+        authorization_url_response = oauth_handler.get_authorization_url(
+            tenant_id=tenant_id,
+            user_id=user.id,
+            plugin_id=plugin_id,
+            provider=provider_name,
+            redirect_uri=redirect_uri,
+            system_credentials=oauth_config,
+        )
+        response = make_response(jsonable_encoder(authorization_url_response))
+        response.set_cookie(
+            "context_id",
+            context_id,
+            httponly=True,
+            samesite="Lax",
+            max_age=OAuthProxyService.__MAX_AGE__,
+        )
+        return response
+
+
+class DatasourceOAuthCallback(Resource):
+    @setup_required
+    def get(self, provider_id: str):
+        context_id = request.cookies.get("context_id") or request.args.get("context_id")
+        if not context_id:
+            raise Forbidden("context_id not found")
+
+        context = OAuthProxyService.use_proxy_context(context_id)
+        if context is None:
+            raise Forbidden("Invalid context_id")
+
+        user_id, tenant_id = context.get("user_id"), context.get("tenant_id")
+        datasource_provider_id = DatasourceProviderID(provider_id)
+        plugin_id = datasource_provider_id.plugin_id
+        datasource_provider_service = DatasourceProviderService()
+        oauth_client_params = datasource_provider_service.get_oauth_client(
+            tenant_id=tenant_id,
+            datasource_provider_id=datasource_provider_id,
+        )
+        if not oauth_client_params:
+            raise NotFound()
+        redirect_uri = f"{dify_config.CONSOLE_API_URL}/console/api/oauth/plugin/{provider_id}/datasource/callback"
+        oauth_handler = OAuthHandler()
+        oauth_response = oauth_handler.get_credentials(
+            tenant_id=tenant_id,
+            user_id=user_id,
+            plugin_id=plugin_id,
+            provider=datasource_provider_id.provider_name,
+            redirect_uri=redirect_uri,
+            system_credentials=oauth_client_params,
+            request=request,
+        )
+        credential_id = context.get("credential_id")
+        if credential_id:
+            datasource_provider_service.reauthorize_datasource_oauth_provider(
+                tenant_id=tenant_id,
+                provider_id=datasource_provider_id,
+                avatar_url=oauth_response.metadata.get("avatar_url") or None,
+                name=oauth_response.metadata.get("name") or None,
+                expire_at=oauth_response.expires_at,
+                credentials=dict(oauth_response.credentials),
+                credential_id=context.get("credential_id"),
+            )
+        else:
+            datasource_provider_service.add_datasource_oauth_provider(
+                tenant_id=tenant_id,
+                provider_id=datasource_provider_id,
+                avatar_url=oauth_response.metadata.get("avatar_url") or None,
+                name=oauth_response.metadata.get("name") or None,
+                expire_at=oauth_response.expires_at,
+                credentials=dict(oauth_response.credentials),
+            )
+        return redirect(f"{dify_config.CONSOLE_WEB_URL}/oauth-callback")
+
+
+class DatasourceAuth(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def post(self, provider_id: str):
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "name", type=StrLen(max_length=100), required=False, nullable=True, location="json", default=None
+        )
+        parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+        datasource_provider_id = DatasourceProviderID(provider_id)
+        datasource_provider_service = DatasourceProviderService()
+
+        try:
+            datasource_provider_service.add_datasource_api_key_provider(
+                tenant_id=current_user.current_tenant_id,
+                provider_id=datasource_provider_id,
+                credentials=args["credentials"],
+                name=args["name"],
+            )
+        except CredentialsValidateFailedError as ex:
+            raise ValueError(str(ex))
+        return {"result": "success"}, 200
+
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def get(self, provider_id: str):
+        datasource_provider_id = DatasourceProviderID(provider_id)
+        datasource_provider_service = DatasourceProviderService()
+        datasources = datasource_provider_service.list_datasource_credentials(
+            tenant_id=current_user.current_tenant_id,
+            provider=datasource_provider_id.provider_name,
+            plugin_id=datasource_provider_id.plugin_id,
+        )
+        return {"result": datasources}, 200
+
+
+class DatasourceAuthDeleteApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def post(self, provider_id: str):
+        datasource_provider_id = DatasourceProviderID(provider_id)
+        plugin_id = datasource_provider_id.plugin_id
+        provider_name = datasource_provider_id.provider_name
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+        datasource_provider_service = DatasourceProviderService()
+        datasource_provider_service.remove_datasource_credentials(
+            tenant_id=current_user.current_tenant_id,
+            auth_id=args["credential_id"],
+            provider=provider_name,
+            plugin_id=plugin_id,
+        )
+        return {"result": "success"}, 200
+
+
+class DatasourceAuthUpdateApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def post(self, provider_id: str):
+        datasource_provider_id = DatasourceProviderID(provider_id)
+        parser = reqparse.RequestParser()
+        parser.add_argument("credentials", type=dict, required=False, nullable=True, location="json")
+        parser.add_argument("name", type=StrLen(max_length=100), required=False, nullable=True, location="json")
+        parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+        if not current_user.is_editor:
+            raise Forbidden()
+        datasource_provider_service = DatasourceProviderService()
+        datasource_provider_service.update_datasource_credentials(
+            tenant_id=current_user.current_tenant_id,
+            auth_id=args["credential_id"],
+            provider=datasource_provider_id.provider_name,
+            plugin_id=datasource_provider_id.plugin_id,
+            credentials=args.get("credentials", {}),
+            name=args.get("name", None),
+        )
+        return {"result": "success"}, 201
+
+
+class DatasourceAuthListApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def get(self):
+        datasource_provider_service = DatasourceProviderService()
+        datasources = datasource_provider_service.get_all_datasource_credentials(
+            tenant_id=current_user.current_tenant_id
+        )
+        return {"result": jsonable_encoder(datasources)}, 200
+
+
+class DatasourceHardCodeAuthListApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def get(self):
+        datasource_provider_service = DatasourceProviderService()
+        datasources = datasource_provider_service.get_hard_code_datasource_credentials(
+            tenant_id=current_user.current_tenant_id
+        )
+        return {"result": jsonable_encoder(datasources)}, 200
+
+
+class DatasourceAuthOauthCustomClient(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def post(self, provider_id: str):
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("client_params", type=dict, required=False, nullable=True, location="json")
+        parser.add_argument("enable_oauth_custom_client", type=bool, required=False, nullable=True, location="json")
+        args = parser.parse_args()
+        datasource_provider_id = DatasourceProviderID(provider_id)
+        datasource_provider_service = DatasourceProviderService()
+        datasource_provider_service.setup_oauth_custom_client_params(
+            tenant_id=current_user.current_tenant_id,
+            datasource_provider_id=datasource_provider_id,
+            client_params=args.get("client_params", {}),
+            enabled=args.get("enable_oauth_custom_client", False),
+        )
+        return {"result": "success"}, 200
+
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def delete(self, provider_id: str):
+        datasource_provider_id = DatasourceProviderID(provider_id)
+        datasource_provider_service = DatasourceProviderService()
+        datasource_provider_service.remove_oauth_custom_client_params(
+            tenant_id=current_user.current_tenant_id,
+            datasource_provider_id=datasource_provider_id,
+        )
+        return {"result": "success"}, 200
+
+
+class DatasourceAuthDefaultApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def post(self, provider_id: str):
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("id", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+        datasource_provider_id = DatasourceProviderID(provider_id)
+        datasource_provider_service = DatasourceProviderService()
+        datasource_provider_service.set_default_datasource_provider(
+            tenant_id=current_user.current_tenant_id,
+            datasource_provider_id=datasource_provider_id,
+            credential_id=args["id"],
+        )
+        return {"result": "success"}, 200
+
+
+class DatasourceUpdateProviderNameApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def post(self, provider_id: str):
+        if not current_user.is_editor:
+            raise Forbidden()
+        parser = reqparse.RequestParser()
+        parser.add_argument("name", type=StrLen(max_length=100), required=True, nullable=False, location="json")
+        parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+        datasource_provider_id = DatasourceProviderID(provider_id)
+        datasource_provider_service = DatasourceProviderService()
+        datasource_provider_service.update_datasource_provider_name(
+            tenant_id=current_user.current_tenant_id,
+            datasource_provider_id=datasource_provider_id,
+            name=args["name"],
+            credential_id=args["credential_id"],
+        )
+        return {"result": "success"}, 200
+
+
+api.add_resource(
+    DatasourcePluginOAuthAuthorizationUrl,
+    "/oauth/plugin/<path:provider_id>/datasource/get-authorization-url",
+)
+api.add_resource(
+    DatasourceOAuthCallback,
+    "/oauth/plugin/<path:provider_id>/datasource/callback",
+)
+api.add_resource(
+    DatasourceAuth,
+    "/auth/plugin/datasource/<path:provider_id>",
+)
+
+api.add_resource(
+    DatasourceAuthUpdateApi,
+    "/auth/plugin/datasource/<path:provider_id>/update",
+)
+
+api.add_resource(
+    DatasourceAuthDeleteApi,
+    "/auth/plugin/datasource/<path:provider_id>/delete",
+)
+
+api.add_resource(
+    DatasourceAuthListApi,
+    "/auth/plugin/datasource/list",
+)
+
+api.add_resource(
+    DatasourceHardCodeAuthListApi,
+    "/auth/plugin/datasource/default-list",
+)
+
+api.add_resource(
+    DatasourceAuthOauthCustomClient,
+    "/auth/plugin/datasource/<path:provider_id>/custom-client",
+)
+
+api.add_resource(
+    DatasourceAuthDefaultApi,
+    "/auth/plugin/datasource/<path:provider_id>/default",
+)
+
+api.add_resource(
+    DatasourceUpdateProviderNameApi,
+    "/auth/plugin/datasource/<path:provider_id>/update-name",
+)

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

@@ -0,0 +1,57 @@
+from flask_restful import (  # type: ignore
+    Resource,  # type: ignore
+    reqparse,
+)
+from werkzeug.exceptions import Forbidden
+
+from controllers.console import api
+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
+from models import Account
+from models.dataset import Pipeline
+from services.rag_pipeline.rag_pipeline import RagPipelineService
+
+
+class DataSourceContentPreviewApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @get_rag_pipeline
+    def post(self, pipeline: Pipeline, node_id: str):
+        """
+        Run datasource content preview
+        """
+        if not isinstance(current_user, Account):
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
+        parser.add_argument("datasource_type", type=str, required=True, location="json")
+        parser.add_argument("credential_id", type=str, required=False, location="json")
+        args = parser.parse_args()
+
+        inputs = args.get("inputs")
+        if inputs is None:
+            raise ValueError("missing inputs")
+        datasource_type = args.get("datasource_type")
+        if datasource_type is None:
+            raise ValueError("missing datasource_type")
+
+        rag_pipeline_service = RagPipelineService()
+        preview_content = rag_pipeline_service.run_datasource_node_preview(
+            pipeline=pipeline,
+            node_id=node_id,
+            user_inputs=inputs,
+            account=current_user,
+            datasource_type=datasource_type,
+            is_published=True,
+            credential_id=args.get("credential_id"),
+        )
+        return preview_content, 200
+
+
+api.add_resource(
+    DataSourceContentPreviewApi,
+    "/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/preview",
+)

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

@@ -0,0 +1,164 @@
+import logging
+
+from flask import request
+from flask_restful import Resource, reqparse
+from sqlalchemy.orm import Session
+
+from controllers.console import api
+from controllers.console.wraps import (
+    account_initialization_required,
+    enterprise_license_required,
+    knowledge_pipeline_publish_enabled,
+    setup_required,
+)
+from extensions.ext_database import db
+from libs.login import login_required
+from models.dataset import PipelineCustomizedTemplate
+from services.entities.knowledge_entities.rag_pipeline_entities import PipelineTemplateInfoEntity
+from services.rag_pipeline.rag_pipeline import RagPipelineService
+
+logger = logging.getLogger(__name__)
+
+
+def _validate_name(name):
+    if not name or len(name) < 1 or len(name) > 40:
+        raise ValueError("Name must be between 1 to 40 characters.")
+    return name
+
+
+def _validate_description_length(description):
+    if len(description) > 400:
+        raise ValueError("Description cannot exceed 400 characters.")
+    return description
+
+
+class PipelineTemplateListApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @enterprise_license_required
+    def get(self):
+        type = request.args.get("type", default="built-in", type=str)
+        language = request.args.get("language", default="en-US", type=str)
+        # get pipeline templates
+        pipeline_templates = RagPipelineService.get_pipeline_templates(type, language)
+        return pipeline_templates, 200
+
+
+class PipelineTemplateDetailApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @enterprise_license_required
+    def get(self, template_id: str):
+        type = request.args.get("type", default="built-in", type=str)
+        rag_pipeline_service = RagPipelineService()
+        pipeline_template = rag_pipeline_service.get_pipeline_template_detail(template_id, type)
+        return pipeline_template, 200
+
+
+class CustomizedPipelineTemplateApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @enterprise_license_required
+    def patch(self, template_id: str):
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "name",
+            nullable=False,
+            required=True,
+            help="Name must be between 1 to 40 characters.",
+            type=_validate_name,
+        )
+        parser.add_argument(
+            "description",
+            type=str,
+            nullable=True,
+            required=False,
+            default="",
+        )
+        parser.add_argument(
+            "icon_info",
+            type=dict,
+            location="json",
+            nullable=True,
+        )
+        args = parser.parse_args()
+        pipeline_template_info = PipelineTemplateInfoEntity(**args)
+        RagPipelineService.update_customized_pipeline_template(template_id, pipeline_template_info)
+        return 200
+
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @enterprise_license_required
+    def delete(self, template_id: str):
+        RagPipelineService.delete_customized_pipeline_template(template_id)
+        return 200
+
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @enterprise_license_required
+    def post(self, template_id: str):
+        with Session(db.engine) as session:
+            template = (
+                session.query(PipelineCustomizedTemplate).filter(PipelineCustomizedTemplate.id == template_id).first()
+            )
+            if not template:
+                raise ValueError("Customized pipeline template not found.")
+
+        return {"data": template.yaml_content}, 200
+
+
+class PublishCustomizedPipelineTemplateApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @enterprise_license_required
+    @knowledge_pipeline_publish_enabled
+    def post(self, pipeline_id: str):
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "name",
+            nullable=False,
+            required=True,
+            help="Name must be between 1 to 40 characters.",
+            type=_validate_name,
+        )
+        parser.add_argument(
+            "description",
+            type=str,
+            nullable=True,
+            required=False,
+            default="",
+        )
+        parser.add_argument(
+            "icon_info",
+            type=dict,
+            location="json",
+            nullable=True,
+        )
+        args = parser.parse_args()
+        rag_pipeline_service = RagPipelineService()
+        rag_pipeline_service.publish_customized_pipeline_template(pipeline_id, args)
+        return {"result": "success"}
+
+
+api.add_resource(
+    PipelineTemplateListApi,
+    "/rag/pipeline/templates",
+)
+api.add_resource(
+    PipelineTemplateDetailApi,
+    "/rag/pipeline/templates/<string:template_id>",
+)
+api.add_resource(
+    CustomizedPipelineTemplateApi,
+    "/rag/pipeline/customized/templates/<string:template_id>",
+)
+api.add_resource(
+    PublishCustomizedPipelineTemplateApi,
+    "/rag/pipelines/<string:pipeline_id>/customized/publish",
+)

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

@@ -0,0 +1,171 @@
+from flask_login import current_user  # type: ignore  # type: ignore
+from flask_restful import Resource, marshal, reqparse  # type: ignore
+from werkzeug.exceptions import Forbidden
+
+import services
+from controllers.console import api
+from controllers.console.datasets.error import DatasetNameDuplicateError
+from controllers.console.wraps import (
+    account_initialization_required,
+    cloud_edition_billing_rate_limit_check,
+    setup_required,
+)
+from fields.dataset_fields import dataset_detail_fields
+from libs.login import login_required
+from models.dataset import DatasetPermissionEnum
+from services.dataset_service import DatasetPermissionService, DatasetService
+from services.entities.knowledge_entities.rag_pipeline_entities import RagPipelineDatasetCreateEntity
+from services.rag_pipeline.rag_pipeline_dsl_service import RagPipelineDslService
+
+
+def _validate_name(name):
+    if not name or len(name) < 1 or len(name) > 40:
+        raise ValueError("Name must be between 1 to 40 characters.")
+    return name
+
+
+def _validate_description_length(description):
+    if len(description) > 400:
+        raise ValueError("Description cannot exceed 400 characters.")
+    return description
+
+
+class CreateRagPipelineDatasetApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @cloud_edition_billing_rate_limit_check("knowledge")
+    def post(self):
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "name",
+            nullable=False,
+            required=True,
+            help="type is required. Name must be between 1 to 40 characters.",
+            type=_validate_name,
+        )
+        parser.add_argument(
+            "description",
+            type=str,
+            nullable=True,
+            required=False,
+            default="",
+        )
+
+        parser.add_argument(
+            "icon_info",
+            type=dict,
+            nullable=True,
+            required=False,
+            default={},
+        )
+
+        parser.add_argument(
+            "permission",
+            type=str,
+            choices=(DatasetPermissionEnum.ONLY_ME, DatasetPermissionEnum.ALL_TEAM, DatasetPermissionEnum.PARTIAL_TEAM),
+            nullable=True,
+            required=False,
+            default=DatasetPermissionEnum.ONLY_ME,
+        )
+
+        parser.add_argument(
+            "partial_member_list",
+            type=list,
+            nullable=True,
+            required=False,
+            default=[],
+        )
+
+        parser.add_argument(
+            "yaml_content",
+            type=str,
+            nullable=False,
+            required=True,
+            help="yaml_content is required.",
+        )
+
+        args = parser.parse_args()
+
+        # The role of the current user in the ta table must be admin, owner, or editor, or dataset_operator
+        if not current_user.is_dataset_editor:
+            raise Forbidden()
+        rag_pipeline_dataset_create_entity = RagPipelineDatasetCreateEntity(**args)
+        try:
+            import_info = RagPipelineDslService.create_rag_pipeline_dataset(
+                tenant_id=current_user.current_tenant_id,
+                rag_pipeline_dataset_create_entity=rag_pipeline_dataset_create_entity,
+            )
+            if rag_pipeline_dataset_create_entity.permission == "partial_members":
+                DatasetPermissionService.update_partial_member_list(
+                    current_user.current_tenant_id,
+                    import_info["dataset_id"],
+                    rag_pipeline_dataset_create_entity.partial_member_list,
+                )
+        except services.errors.dataset.DatasetNameDuplicateError:
+            raise DatasetNameDuplicateError()
+
+        return import_info, 201
+
+
+class CreateEmptyRagPipelineDatasetApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @cloud_edition_billing_rate_limit_check("knowledge")
+    def post(self):
+        # The role of the current user in the ta table must be admin, owner, or editor, or dataset_operator
+        if not current_user.is_dataset_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument(
+            "name",
+            nullable=False,
+            required=True,
+            help="type is required. Name must be between 1 to 40 characters.",
+            type=_validate_name,
+        )
+        parser.add_argument(
+            "description",
+            type=str,
+            nullable=True,
+            required=False,
+            default="",
+        )
+
+        parser.add_argument(
+            "icon_info",
+            type=dict,
+            nullable=True,
+            required=False,
+            default={},
+        )
+
+        parser.add_argument(
+            "permission",
+            type=str,
+            choices=(DatasetPermissionEnum.ONLY_ME, DatasetPermissionEnum.ALL_TEAM, DatasetPermissionEnum.PARTIAL_TEAM),
+            nullable=True,
+            required=False,
+            default=DatasetPermissionEnum.ONLY_ME,
+        )
+
+        parser.add_argument(
+            "partial_member_list",
+            type=list,
+            nullable=True,
+            required=False,
+            default=[],
+        )
+
+        args = parser.parse_args()
+        dataset = DatasetService.create_empty_rag_pipeline_dataset(
+            tenant_id=current_user.current_tenant_id,
+            rag_pipeline_dataset_create_entity=RagPipelineDatasetCreateEntity(**args),
+        )
+        return marshal(dataset, dataset_detail_fields), 201
+
+
+api.add_resource(CreateRagPipelineDatasetApi, "/rag/pipeline/dataset")
+api.add_resource(CreateEmptyRagPipelineDatasetApi, "/rag/pipeline/empty-dataset")

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

@@ -0,0 +1,416 @@
+import logging
+from typing import Any, NoReturn
+
+from flask import Response
+from flask_restful import Resource, fields, inputs, marshal, marshal_with, reqparse
+from sqlalchemy.orm import Session
+from werkzeug.exceptions import Forbidden
+
+from controllers.console import api
+from controllers.console.app.error import (
+    DraftWorkflowNotExist,
+)
+from controllers.console.datasets.wraps import get_rag_pipeline
+from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.web.error import InvalidArgumentError, NotFoundError
+from core.variables.segment_group import SegmentGroup
+from core.variables.segments import ArrayFileSegment, FileSegment, Segment
+from core.variables.types import SegmentType
+from core.workflow.constants import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIABLE_NODE_ID
+from 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 db
+from models.dataset import Pipeline
+from models.workflow import WorkflowDraftVariable
+from services.rag_pipeline.rag_pipeline import RagPipelineService
+from services.workflow_draft_variable_service import WorkflowDraftVariableList, WorkflowDraftVariableService
+
+logger = logging.getLogger(__name__)
+
+
+def _convert_values_to_json_serializable_object(value: Segment) -> Any:
+    if isinstance(value, FileSegment):
+        return value.value.model_dump()
+    elif isinstance(value, ArrayFileSegment):
+        return [i.model_dump() for i in value.value]
+    elif isinstance(value, SegmentGroup):
+        return [_convert_values_to_json_serializable_object(i) for i in value.value]
+    else:
+        return value.value
+
+
+def _serialize_var_value(variable: WorkflowDraftVariable) -> Any:
+    value = variable.get_value()
+    # create a copy of the value to avoid affecting the model cache.
+    value = value.model_copy(deep=True)
+    # Refresh the url signature before returning it to client.
+    if isinstance(value, FileSegment):
+        file = value.value
+        file.remote_url = file.generate_url()
+    elif isinstance(value, ArrayFileSegment):
+        files = value.value
+        for file in files:
+            file.remote_url = file.generate_url()
+    return _convert_values_to_json_serializable_object(value)
+
+
+def _create_pagination_parser():
+    parser = reqparse.RequestParser()
+    parser.add_argument(
+        "page",
+        type=inputs.int_range(1, 100_000),
+        required=False,
+        default=1,
+        location="args",
+        help="the page of data requested",
+    )
+    parser.add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
+    return parser
+
+
+_WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS = {
+    "id": fields.String,
+    "type": fields.String(attribute=lambda model: model.get_variable_type()),
+    "name": fields.String,
+    "description": fields.String,
+    "selector": fields.List(fields.String, attribute=lambda model: model.get_selector()),
+    "value_type": fields.String,
+    "edited": fields.Boolean(attribute=lambda model: model.edited),
+    "visible": fields.Boolean,
+}
+
+_WORKFLOW_DRAFT_VARIABLE_FIELDS = dict(
+    _WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS,
+    value=fields.Raw(attribute=_serialize_var_value),
+)
+
+_WORKFLOW_DRAFT_ENV_VARIABLE_FIELDS = {
+    "id": fields.String,
+    "type": fields.String(attribute=lambda _: "env"),
+    "name": fields.String,
+    "description": fields.String,
+    "selector": fields.List(fields.String, attribute=lambda model: model.get_selector()),
+    "value_type": fields.String,
+    "edited": fields.Boolean(attribute=lambda model: model.edited),
+    "visible": fields.Boolean,
+}
+
+_WORKFLOW_DRAFT_ENV_VARIABLE_LIST_FIELDS = {
+    "items": fields.List(fields.Nested(_WORKFLOW_DRAFT_ENV_VARIABLE_FIELDS)),
+}
+
+
+def _get_items(var_list: WorkflowDraftVariableList) -> list[WorkflowDraftVariable]:
+    return var_list.variables
+
+
+_WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS = {
+    "items": fields.List(fields.Nested(_WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS), attribute=_get_items),
+    "total": fields.Raw(),
+}
+
+_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS = {
+    "items": fields.List(fields.Nested(_WORKFLOW_DRAFT_VARIABLE_FIELDS), attribute=_get_items),
+}
+
+
+def _api_prerequisite(f):
+    """Common prerequisites for all draft workflow variable APIs.
+
+    It ensures the following conditions are satisfied:
+
+    - Dify has been property setup.
+    - The request user has logged in and initialized.
+    - The requested app is a workflow or a chat flow.
+    - The request user has the edit permission for the app.
+    """
+
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @get_rag_pipeline
+    def wrapper(*args, **kwargs):
+        if not current_user.is_editor:
+            raise Forbidden()
+        return f(*args, **kwargs)
+
+    return wrapper
+
+
+class RagPipelineVariableCollectionApi(Resource):
+    @_api_prerequisite
+    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS)
+    def get(self, pipeline: Pipeline):
+        """
+        Get draft workflow
+        """
+        parser = _create_pagination_parser()
+        args = parser.parse_args()
+
+        # fetch draft workflow by app_model
+        rag_pipeline_service = RagPipelineService()
+        workflow_exist = rag_pipeline_service.is_workflow_exist(pipeline=pipeline)
+        if not workflow_exist:
+            raise DraftWorkflowNotExist()
+
+        # fetch draft workflow by app_model
+        with Session(bind=db.engine, expire_on_commit=False) as session:
+            draft_var_srv = WorkflowDraftVariableService(
+                session=session,
+            )
+        workflow_vars = draft_var_srv.list_variables_without_values(
+            app_id=pipeline.id,
+            page=args.page,
+            limit=args.limit,
+        )
+
+        return workflow_vars
+
+    @_api_prerequisite
+    def delete(self, pipeline: Pipeline):
+        draft_var_srv = WorkflowDraftVariableService(
+            session=db.session(),
+        )
+        draft_var_srv.delete_workflow_variables(pipeline.id)
+        db.session.commit()
+        return Response("", 204)
+
+
+def validate_node_id(node_id: str) -> NoReturn | None:
+    if node_id in [
+        CONVERSATION_VARIABLE_NODE_ID,
+        SYSTEM_VARIABLE_NODE_ID,
+    ]:
+        # NOTE(QuantumGhost): While we store the system and conversation variables as node variables
+        # with specific `node_id` in database, we still want to make the API separated. By disallowing
+        # accessing system and conversation variables in `WorkflowDraftNodeVariableListApi`,
+        # we mitigate the risk that user of the API depending on the implementation detail of the API.
+        #
+        # ref: [Hyrum's Law](https://www.hyrumslaw.com/)
+
+        raise InvalidArgumentError(
+            f"invalid node_id, please use correspond api for conversation and system variables, node_id={node_id}",
+        )
+    return None
+
+
+class RagPipelineNodeVariableCollectionApi(Resource):
+    @_api_prerequisite
+    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
+    def get(self, pipeline: Pipeline, node_id: str):
+        validate_node_id(node_id)
+        with Session(bind=db.engine, expire_on_commit=False) as session:
+            draft_var_srv = WorkflowDraftVariableService(
+                session=session,
+            )
+            node_vars = draft_var_srv.list_node_variables(pipeline.id, node_id)
+
+        return node_vars
+
+    @_api_prerequisite
+    def delete(self, pipeline: Pipeline, node_id: str):
+        validate_node_id(node_id)
+        srv = WorkflowDraftVariableService(db.session())
+        srv.delete_node_variables(pipeline.id, node_id)
+        db.session.commit()
+        return Response("", 204)
+
+
+class RagPipelineVariableApi(Resource):
+    _PATCH_NAME_FIELD = "name"
+    _PATCH_VALUE_FIELD = "value"
+
+    @_api_prerequisite
+    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
+    def get(self, pipeline: Pipeline, variable_id: str):
+        draft_var_srv = WorkflowDraftVariableService(
+            session=db.session(),
+        )
+        variable = draft_var_srv.get_variable(variable_id=variable_id)
+        if variable is None:
+            raise NotFoundError(description=f"variable not found, id={variable_id}")
+        if variable.app_id != pipeline.id:
+            raise NotFoundError(description=f"variable not found, id={variable_id}")
+        return variable
+
+    @_api_prerequisite
+    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
+    def patch(self, pipeline: Pipeline, variable_id: str):
+        # Request payload for file types:
+        #
+        # Local File:
+        #
+        #     {
+        #         "type": "image",
+        #         "transfer_method": "local_file",
+        #         "url": "",
+        #         "upload_file_id": "daded54f-72c7-4f8e-9d18-9b0abdd9f190"
+        #     }
+        #
+        # Remote File:
+        #
+        #
+        #     {
+        #         "type": "image",
+        #         "transfer_method": "remote_url",
+        #         "url": "http://127.0.0.1:5001/files/1602650a-4fe4-423c-85a2-af76c083e3c4/file-preview?timestamp=1750041099&nonce=...&sign=...=",
+        #         "upload_file_id": "1602650a-4fe4-423c-85a2-af76c083e3c4"
+        #     }
+
+        parser = reqparse.RequestParser()
+        parser.add_argument(self._PATCH_NAME_FIELD, type=str, required=False, nullable=True, location="json")
+        # Parse 'value' field as-is to maintain its original data structure
+        parser.add_argument(self._PATCH_VALUE_FIELD, type=lambda x: x, required=False, nullable=True, location="json")
+
+        draft_var_srv = WorkflowDraftVariableService(
+            session=db.session(),
+        )
+        args = parser.parse_args(strict=True)
+
+        variable = draft_var_srv.get_variable(variable_id=variable_id)
+        if variable is None:
+            raise NotFoundError(description=f"variable not found, id={variable_id}")
+        if variable.app_id != pipeline.id:
+            raise NotFoundError(description=f"variable not found, id={variable_id}")
+
+        new_name = args.get(self._PATCH_NAME_FIELD, None)
+        raw_value = args.get(self._PATCH_VALUE_FIELD, None)
+        if new_name is None and raw_value is None:
+            return variable
+
+        new_value = None
+        if raw_value is not None:
+            if variable.value_type == SegmentType.FILE:
+                if not isinstance(raw_value, dict):
+                    raise InvalidArgumentError(description=f"expected dict for file, got {type(raw_value)}")
+                raw_value = build_from_mapping(mapping=raw_value, tenant_id=pipeline.tenant_id)
+            elif variable.value_type == SegmentType.ARRAY_FILE:
+                if not isinstance(raw_value, list):
+                    raise InvalidArgumentError(description=f"expected list for files, got {type(raw_value)}")
+                if len(raw_value) > 0 and not isinstance(raw_value[0], dict):
+                    raise InvalidArgumentError(description=f"expected dict for files[0], got {type(raw_value)}")
+                raw_value = build_from_mappings(mappings=raw_value, tenant_id=pipeline.tenant_id)
+            new_value = build_segment_with_type(variable.value_type, raw_value)
+        draft_var_srv.update_variable(variable, name=new_name, value=new_value)
+        db.session.commit()
+        return variable
+
+    @_api_prerequisite
+    def delete(self, pipeline: Pipeline, variable_id: str):
+        draft_var_srv = WorkflowDraftVariableService(
+            session=db.session(),
+        )
+        variable = draft_var_srv.get_variable(variable_id=variable_id)
+        if variable is None:
+            raise NotFoundError(description=f"variable not found, id={variable_id}")
+        if variable.app_id != pipeline.id:
+            raise NotFoundError(description=f"variable not found, id={variable_id}")
+        draft_var_srv.delete_variable(variable)
+        db.session.commit()
+        return Response("", 204)
+
+
+class RagPipelineVariableResetApi(Resource):
+    @_api_prerequisite
+    def put(self, pipeline: Pipeline, variable_id: str):
+        draft_var_srv = WorkflowDraftVariableService(
+            session=db.session(),
+        )
+
+        rag_pipeline_service = RagPipelineService()
+        draft_workflow = rag_pipeline_service.get_draft_workflow(pipeline=pipeline)
+        if draft_workflow is None:
+            raise NotFoundError(
+                f"Draft workflow not found, pipeline_id={pipeline.id}",
+            )
+        variable = draft_var_srv.get_variable(variable_id=variable_id)
+        if variable is None:
+            raise NotFoundError(description=f"variable not found, id={variable_id}")
+        if variable.app_id != pipeline.id:
+            raise NotFoundError(description=f"variable not found, id={variable_id}")
+
+        resetted = draft_var_srv.reset_variable(draft_workflow, variable)
+        db.session.commit()
+        if resetted is None:
+            return Response("", 204)
+        else:
+            return marshal(resetted, _WORKFLOW_DRAFT_VARIABLE_FIELDS)
+
+
+def _get_variable_list(pipeline: Pipeline, node_id) -> WorkflowDraftVariableList:
+    with Session(bind=db.engine, expire_on_commit=False) as session:
+        draft_var_srv = WorkflowDraftVariableService(
+            session=session,
+        )
+        if node_id == CONVERSATION_VARIABLE_NODE_ID:
+            draft_vars = draft_var_srv.list_conversation_variables(pipeline.id)
+        elif node_id == SYSTEM_VARIABLE_NODE_ID:
+            draft_vars = draft_var_srv.list_system_variables(pipeline.id)
+        else:
+            draft_vars = draft_var_srv.list_node_variables(app_id=pipeline.id, node_id=node_id)
+    return draft_vars
+
+
+class RagPipelineSystemVariableCollectionApi(Resource):
+    @_api_prerequisite
+    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
+    def get(self, pipeline: Pipeline):
+        return _get_variable_list(pipeline, SYSTEM_VARIABLE_NODE_ID)
+
+
+class RagPipelineEnvironmentVariableCollectionApi(Resource):
+    @_api_prerequisite
+    def get(self, pipeline: Pipeline):
+        """
+        Get draft workflow
+        """
+        # fetch draft workflow by app_model
+        rag_pipeline_service = RagPipelineService()
+        workflow = rag_pipeline_service.get_draft_workflow(pipeline=pipeline)
+        if workflow is None:
+            raise DraftWorkflowNotExist()
+
+        env_vars = workflow.environment_variables
+        env_vars_list = []
+        for v in env_vars:
+            env_vars_list.append(
+                {
+                    "id": v.id,
+                    "type": "env",
+                    "name": v.name,
+                    "description": v.description,
+                    "selector": v.selector,
+                    "value_type": v.value_type.value,
+                    "value": v.value,
+                    # Do not track edited for env vars.
+                    "edited": False,
+                    "visible": True,
+                    "editable": True,
+                }
+            )
+
+        return {"items": env_vars_list}
+
+
+api.add_resource(
+    RagPipelineVariableCollectionApi,
+    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables",
+)
+api.add_resource(
+    RagPipelineNodeVariableCollectionApi,
+    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/nodes/<string:node_id>/variables",
+)
+api.add_resource(
+    RagPipelineVariableApi, "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables/<uuid:variable_id>"
+)
+api.add_resource(
+    RagPipelineVariableResetApi, "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables/<uuid:variable_id>/reset"
+)
+api.add_resource(
+    RagPipelineSystemVariableCollectionApi, "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/system-variables"
+)
+api.add_resource(
+    RagPipelineEnvironmentVariableCollectionApi,
+    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/environment-variables",
+)

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

@@ -0,0 +1,147 @@
+from typing import cast
+
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource, marshal_with, reqparse  # type: ignore
+from sqlalchemy.orm import Session
+from werkzeug.exceptions import Forbidden
+
+from controllers.console import api
+from controllers.console.datasets.wraps import get_rag_pipeline
+from controllers.console.wraps import (
+    account_initialization_required,
+    setup_required,
+)
+from extensions.ext_database import db
+from fields.rag_pipeline_fields import pipeline_import_check_dependencies_fields, pipeline_import_fields
+from libs.login import login_required
+from models import Account
+from models.dataset import Pipeline
+from services.app_dsl_service import ImportStatus
+from services.rag_pipeline.rag_pipeline_dsl_service import RagPipelineDslService
+
+
+class RagPipelineImportApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @marshal_with(pipeline_import_fields)
+    def post(self):
+        # Check user role first
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("mode", type=str, required=True, location="json")
+        parser.add_argument("yaml_content", type=str, location="json")
+        parser.add_argument("yaml_url", type=str, location="json")
+        parser.add_argument("name", type=str, location="json")
+        parser.add_argument("description", type=str, location="json")
+        parser.add_argument("icon_type", type=str, location="json")
+        parser.add_argument("icon", type=str, location="json")
+        parser.add_argument("icon_background", type=str, location="json")
+        parser.add_argument("pipeline_id", type=str, location="json")
+        args = parser.parse_args()
+
+        # Create service with session
+        with Session(db.engine) as session:
+            import_service = RagPipelineDslService(session)
+            # Import app
+            account = cast(Account, current_user)
+            result = import_service.import_rag_pipeline(
+                account=account,
+                import_mode=args["mode"],
+                yaml_content=args.get("yaml_content"),
+                yaml_url=args.get("yaml_url"),
+                pipeline_id=args.get("pipeline_id"),
+                dataset_name=args.get("name"),
+            )
+            session.commit()
+
+        # Return appropriate status code based on result
+        status = result.status
+        if status == ImportStatus.FAILED.value:
+            return result.model_dump(mode="json"), 400
+        elif status == ImportStatus.PENDING.value:
+            return result.model_dump(mode="json"), 202
+        return result.model_dump(mode="json"), 200
+
+
+class RagPipelineImportConfirmApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @marshal_with(pipeline_import_fields)
+    def post(self, import_id):
+        # Check user role first
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        # Create service with session
+        with Session(db.engine) as session:
+            import_service = RagPipelineDslService(session)
+            # Confirm import
+            account = cast(Account, current_user)
+            result = import_service.confirm_import(import_id=import_id, account=account)
+            session.commit()
+
+        # Return appropriate status code based on result
+        if result.status == ImportStatus.FAILED.value:
+            return result.model_dump(mode="json"), 400
+        return result.model_dump(mode="json"), 200
+
+
+class RagPipelineImportCheckDependenciesApi(Resource):
+    @setup_required
+    @login_required
+    @get_rag_pipeline
+    @account_initialization_required
+    @marshal_with(pipeline_import_check_dependencies_fields)
+    def get(self, pipeline: Pipeline):
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        with Session(db.engine) as session:
+            import_service = RagPipelineDslService(session)
+            result = import_service.check_dependencies(pipeline=pipeline)
+
+        return result.model_dump(mode="json"), 200
+
+
+class RagPipelineExportApi(Resource):
+    @setup_required
+    @login_required
+    @get_rag_pipeline
+    @account_initialization_required
+    def get(self, pipeline: Pipeline):
+        if not current_user.is_editor:
+            raise Forbidden()
+
+            # Add include_secret params
+        parser = reqparse.RequestParser()
+        parser.add_argument("include_secret", type=bool, default=False, location="args")
+        args = parser.parse_args()
+
+        with Session(db.engine) as session:
+            export_service = RagPipelineDslService(session)
+            result = export_service.export_rag_pipeline_dsl(pipeline=pipeline, include_secret=args["include_secret"])
+
+        return {"data": result}, 200
+
+
+# Import Rag Pipeline
+api.add_resource(
+    RagPipelineImportApi,
+    "/rag/pipelines/imports",
+)
+api.add_resource(
+    RagPipelineImportConfirmApi,
+    "/rag/pipelines/imports/<string:import_id>/confirm",
+)
+api.add_resource(
+    RagPipelineImportCheckDependenciesApi,
+    "/rag/pipelines/imports/<string:pipeline_id>/check-dependencies",
+)
+api.add_resource(
+    RagPipelineExportApi,
+    "/rag/pipelines/<string:pipeline_id>/exports",
+)

api/controllers/console/datasets/upload_file.py

@@ -0,0 +1,62 @@
+from flask_login import current_user
+from flask_restful import Resource
+from werkzeug.exceptions import NotFound
+
+from controllers.console import api
+from controllers.console.wraps import (
+    account_initialization_required,
+    setup_required,
+)
+from core.file import helpers as file_helpers
+from extensions.ext_database import db
+from models.dataset import Dataset
+from models.model import UploadFile
+from services.dataset_service import DocumentService
+
+
+class UploadFileApi(Resource):
+    @setup_required
+    @account_initialization_required
+    def get(self, dataset_id, document_id):
+        """Get upload file."""
+        # check dataset
+        dataset_id = str(dataset_id)
+        dataset = (
+            db.session.query(Dataset)
+            .filter(Dataset.tenant_id == current_user.current_tenant_id, Dataset.id == dataset_id)
+            .first()
+        )
+        if not dataset:
+            raise NotFound("Dataset not found.")
+        # check document
+        document_id = str(document_id)
+        document = DocumentService.get_document(dataset.id, document_id)
+        if not document:
+            raise NotFound("Document not found.")
+        # check upload file
+        if document.data_source_type != "upload_file":
+            raise ValueError(f"Document data source type ({document.data_source_type}) is not upload_file.")
+        data_source_info = document.data_source_info_dict
+        if data_source_info and "upload_file_id" in data_source_info:
+            file_id = data_source_info["upload_file_id"]
+            upload_file = db.session.query(UploadFile).filter(UploadFile.id == file_id).first()
+            if not upload_file:
+                raise NotFound("UploadFile not found.")
+        else:
+            raise ValueError("Upload file id not found in document data source info.")
+
+        url = file_helpers.get_signed_file_url(upload_file_id=upload_file.id)
+        return {
+            "id": upload_file.id,
+            "name": upload_file.name,
+            "size": upload_file.size,
+            "extension": upload_file.extension,
+            "url": url,
+            "download_url": f"{url}&as_attachment=true",
+            "mime_type": upload_file.mime_type,
+            "created_by": upload_file.created_by,
+            "created_at": upload_file.created_at.timestamp(),
+        }, 200
+
+
+api.add_resource(UploadFileApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/upload-file")

api/controllers/console/datasets/website.py

@@ -4,7 +4,7 @@ from controllers.console import api
 from controllers.console.datasets.error import WebsiteCrawlError
 from controllers.console.wraps import account_initialization_required, setup_required
 from libs.login import login_required
-from services.website_service import WebsiteService
+from services.website_service import WebsiteCrawlApiRequest, WebsiteCrawlStatusApiRequest, WebsiteService
 
 
 class WebsiteCrawlApi(Resource):
@@ -24,10 +24,16 @@ class WebsiteCrawlApi(Resource):
         parser.add_argument("url", type=str, required=True, nullable=True, location="json")
         parser.add_argument("options", type=dict, required=True, nullable=True, location="json")
         args = parser.parse_args()
-        WebsiteService.document_create_args_validate(args)
-        # crawl url
+
+        # Create typed request and validate
         try:
-            result = WebsiteService.crawl_url(args)
+            api_request = WebsiteCrawlApiRequest.from_args(args)
+        except ValueError as e:
+            raise WebsiteCrawlError(str(e))
+
+        # Crawl URL using typed request
+        try:
+            result = WebsiteService.crawl_url(api_request)
         except Exception as e:
             raise WebsiteCrawlError(str(e))
         return result, 200
@@ -43,9 +49,16 @@ class WebsiteCrawlStatusApi(Resource):
             "provider", type=str, choices=["firecrawl", "watercrawl", "jinareader"], required=True, location="args"
         )
         args = parser.parse_args()
-        # get crawl status
+
+        # Create typed request and validate
         try:
-            result = WebsiteService.get_crawl_status(job_id, args["provider"])
+            api_request = WebsiteCrawlStatusApiRequest.from_args(args, job_id)
+        except ValueError as e:
+            raise WebsiteCrawlError(str(e))
+
+        # Get crawl status using typed request
+        try:
+            result = WebsiteService.get_crawl_status_typed(api_request)
         except Exception as e:
             raise WebsiteCrawlError(str(e))
         return result, 200

api/controllers/console/datasets/wraps.py

@@ -0,0 +1,43 @@
+from collections.abc import Callable
+from functools import wraps
+from typing import Optional
+
+from controllers.console.datasets.error import PipelineNotFoundError
+from extensions.ext_database import db
+from libs.login import current_user
+from models.dataset import Pipeline
+
+
+def get_rag_pipeline(
+    view: Optional[Callable] = 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")
+
+            pipeline_id = kwargs.get("pipeline_id")
+            pipeline_id = str(pipeline_id)
+
+            del kwargs["pipeline_id"]
+
+            pipeline = (
+                db.session.query(Pipeline)
+                .filter(Pipeline.id == pipeline_id, Pipeline.tenant_id == current_user.current_tenant_id)
+                .first()
+            )
+
+            if not pipeline:
+                raise PipelineNotFoundError()
+
+            kwargs["pipeline"] = pipeline
+
+            return view_func(*args, **kwargs)
+
+        return decorated_view
+
+    if view is None:
+        return decorator
+    else:
+        return decorator(view)

api/controllers/console/error.py

@@ -76,30 +76,6 @@ class EmailSendIpLimitError(BaseHTTPException):
     code = 429
 
 
-class FileTooLargeError(BaseHTTPException):
-    error_code = "file_too_large"
-    description = "File size exceeded. {message}"
-    code = 413
-
-
-class UnsupportedFileTypeError(BaseHTTPException):
-    error_code = "unsupported_file_type"
-    description = "File type not allowed."
-    code = 415
-
-
-class TooManyFilesError(BaseHTTPException):
-    error_code = "too_many_files"
-    description = "Only one file is allowed."
-    code = 400
-
-
-class NoFileUploadedError(BaseHTTPException):
-    error_code = "no_file_uploaded"
-    description = "Please upload your file."
-    code = 400
-
-
 class UnauthorizedAndForceLogout(BaseHTTPException):
     error_code = "unauthorized_and_force_logout"
     description = "Unauthorized and force logout."
@@ -127,7 +103,7 @@ class EducationActivateLimitError(BaseHTTPException):
     code = 429
 
 
-class CompilanceRateLimitError(BaseHTTPException):
-    error_code = "compilance_rate_limit"
+class ComplianceRateLimitError(BaseHTTPException):
+    error_code = "compliance_rate_limit"
     description = "Rate limit exceeded for downloading compliance report."
     code = 429

api/controllers/console/explore/completion.py

@@ -1,5 +1,4 @@
 import logging
-from datetime import UTC, datetime
 
 from flask_login import current_user
 from flask_restful import reqparse
@@ -27,6 +26,7 @@ from core.errors.error import (
 from core.model_runtime.errors.invoke import InvokeError
 from extensions.ext_database import db
 from libs import helper
+from libs.datetime_utils import naive_utc_now
 from libs.helper import uuid_value
 from models.model import AppMode
 from services.app_generate_service import AppGenerateService
@@ -51,7 +51,7 @@ class CompletionApi(InstalledAppResource):
         streaming = args["response_mode"] == "streaming"
         args["auto_generate_name"] = False
 
-        installed_app.last_used_at = datetime.now(UTC).replace(tzinfo=None)
+        installed_app.last_used_at = naive_utc_now()
         db.session.commit()
 
         try:
@@ -111,7 +111,7 @@ class ChatApi(InstalledAppResource):
 
         args["auto_generate_name"] = False
 
-        installed_app.last_used_at = datetime.now(UTC).replace(tzinfo=None)
+        installed_app.last_used_at = naive_utc_now()
         db.session.commit()
 
         try:

api/controllers/console/explore/installed_app.py

@@ -1,5 +1,4 @@
 import logging
-from datetime import UTC, datetime
 from typing import Any
 
 from flask import request
@@ -13,6 +12,7 @@ from controllers.console.explore.wraps import InstalledAppResource
 from controllers.console.wraps import account_initialization_required, cloud_edition_billing_resource_check
 from extensions.ext_database import db
 from fields.installed_app_fields import installed_app_list_fields
+from libs.datetime_utils import naive_utc_now
 from libs.login import login_required
 from models import App, InstalledApp, RecommendedApp
 from services.account_service import TenantService
@@ -34,11 +34,11 @@ class InstalledAppsListApi(Resource):
         if app_id:
             installed_apps = (
                 db.session.query(InstalledApp)
-                .filter(and_(InstalledApp.tenant_id == current_tenant_id, InstalledApp.app_id == app_id))
+                .where(and_(InstalledApp.tenant_id == current_tenant_id, InstalledApp.app_id == app_id))
                 .all()
             )
         else:
-            installed_apps = db.session.query(InstalledApp).filter(InstalledApp.tenant_id == current_tenant_id).all()
+            installed_apps = db.session.query(InstalledApp).where(InstalledApp.tenant_id == current_tenant_id).all()
 
         current_user.role = TenantService.get_user_role(current_user, current_user.current_tenant)
         installed_app_list: list[dict[str, Any]] = [
@@ -58,23 +58,40 @@ class InstalledAppsListApi(Resource):
         # filter out apps that user doesn't have access to
         if FeatureService.get_system_features().webapp_auth.enabled:
             user_id = current_user.id
-            res = []
             app_ids = [installed_app["app"].id for installed_app in installed_app_list]
             webapp_settings = EnterpriseService.WebAppAuth.batch_get_app_access_mode_by_id(app_ids)
+
+            # Pre-filter out apps without setting or with sso_verified
+            filtered_installed_apps = []
+            app_id_to_app_code = {}
+
             for installed_app in installed_app_list:
-                webapp_setting = webapp_settings.get(installed_app["app"].id)
-                if not webapp_setting:
+                app_id = installed_app["app"].id
+                webapp_setting = webapp_settings.get(app_id)
+                if not webapp_setting or webapp_setting.access_mode == "sso_verified":
                     continue
-                if webapp_setting.access_mode == "sso_verified":
-                    continue
-                app_code = AppService.get_app_code_by_id(str(installed_app["app"].id))
-                if EnterpriseService.WebAppAuth.is_user_allowed_to_access_webapp(
-                    user_id=user_id,
-                    app_code=app_code,
-                ):
+                app_code = AppService.get_app_code_by_id(str(app_id))
+                app_id_to_app_code[app_id] = app_code
+                filtered_installed_apps.append(installed_app)
+
+            app_codes = list(app_id_to_app_code.values())
+
+            # Batch permission check
+            permissions = EnterpriseService.WebAppAuth.batch_is_user_allowed_to_access_webapps(
+                user_id=user_id,
+                app_codes=app_codes,
+            )
+
+            # Keep only allowed apps
+            res = []
+            for installed_app in filtered_installed_apps:
+                app_id = installed_app["app"].id
+                app_code = app_id_to_app_code[app_id]
+                if permissions.get(app_code):
                     res.append(installed_app)
+
             installed_app_list = res
-            logger.debug(f"installed_app_list: {installed_app_list}, user_id: {user_id}")
+            logger.debug("installed_app_list: %s, user_id: %s", installed_app_list, user_id)
 
         installed_app_list.sort(
             key=lambda app: (
@@ -94,12 +111,12 @@ class InstalledAppsListApi(Resource):
         parser.add_argument("app_id", type=str, required=True, help="Invalid app_id")
         args = parser.parse_args()
 
-        recommended_app = db.session.query(RecommendedApp).filter(RecommendedApp.app_id == args["app_id"]).first()
+        recommended_app = db.session.query(RecommendedApp).where(RecommendedApp.app_id == args["app_id"]).first()
         if recommended_app is None:
             raise NotFound("App not found")
 
         current_tenant_id = current_user.current_tenant_id
-        app = db.session.query(App).filter(App.id == args["app_id"]).first()
+        app = db.session.query(App).where(App.id == args["app_id"]).first()
 
         if app is None:
             raise NotFound("App not found")
@@ -109,7 +126,7 @@ class InstalledAppsListApi(Resource):
 
         installed_app = (
             db.session.query(InstalledApp)
-            .filter(and_(InstalledApp.app_id == args["app_id"], InstalledApp.tenant_id == current_tenant_id))
+            .where(and_(InstalledApp.app_id == args["app_id"], InstalledApp.tenant_id == current_tenant_id))
             .first()
         )
 
@@ -122,7 +139,7 @@ class InstalledAppsListApi(Resource):
                 tenant_id=current_tenant_id,
                 app_owner_tenant_id=app.tenant_id,
                 is_pinned=False,
-                last_used_at=datetime.now(UTC).replace(tzinfo=None),
+                last_used_at=naive_utc_now(),
             )
             db.session.add(new_installed_app)
             db.session.commit()

api/controllers/console/explore/message.py

@@ -5,7 +5,6 @@ from flask_restful import marshal_with, reqparse
 from flask_restful.inputs import int_range
 from werkzeug.exceptions import InternalServerError, NotFound
 
-import services
 from controllers.console.app.error import (
     AppMoreLikeThisDisabledError,
     CompletionRequestError,
@@ -29,7 +28,11 @@ from models.model import AppMode
 from services.app_generate_service import AppGenerateService
 from services.errors.app import MoreLikeThisDisabledError
 from services.errors.conversation import ConversationNotExistsError
-from services.errors.message import MessageNotExistsError, SuggestedQuestionsAfterAnswerDisabledError
+from services.errors.message import (
+    FirstMessageNotExistsError,
+    MessageNotExistsError,
+    SuggestedQuestionsAfterAnswerDisabledError,
+)
 from services.message_service import MessageService
 
 
@@ -52,9 +55,9 @@ class MessageListApi(InstalledAppResource):
             return MessageService.pagination_by_first_id(
                 app_model, current_user, args["conversation_id"], args["first_id"], args["limit"]
             )
-        except services.errors.conversation.ConversationNotExistsError:
+        except ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
-        except services.errors.message.FirstMessageNotExistsError:
+        except FirstMessageNotExistsError:
             raise NotFound("First Message Not Exists.")
 
 
@@ -77,7 +80,7 @@ class MessageFeedbackApi(InstalledAppResource):
                 rating=args.get("rating"),
                 content=args.get("content"),
             )
-        except services.errors.message.MessageNotExistsError:
+        except MessageNotExistsError:
             raise NotFound("Message Not Exists.")
 
         return {"result": "success"}

api/controllers/console/explore/wraps.py

@@ -28,7 +28,7 @@ def installed_app_required(view=None):
 
             installed_app = (
                 db.session.query(InstalledApp)
-                .filter(
+                .where(
                     InstalledApp.id == str(installed_app_id), InstalledApp.tenant_id == current_user.current_tenant_id
                 )
                 .first()

api/controllers/console/files.py

@@ -8,7 +8,13 @@ from werkzeug.exceptions import Forbidden
 import services
 from configs import dify_config
 from constants import DOCUMENT_EXTENSIONS
-from controllers.common.errors import FilenameNotExistsError
+from controllers.common.errors import (
+    FilenameNotExistsError,
+    FileTooLargeError,
+    NoFileUploadedError,
+    TooManyFilesError,
+    UnsupportedFileTypeError,
+)
 from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_resource_check,
@@ -18,13 +24,6 @@ from fields.file_fields import file_fields, upload_config_fields
 from libs.login import login_required
 from services.file_service import FileService
 
-from .error import (
-    FileTooLargeError,
-    NoFileUploadedError,
-    TooManyFilesError,
-    UnsupportedFileTypeError,
-)
-
 PREVIEW_WORDS_LIMIT = 3000
 
 
@@ -49,7 +48,6 @@ class FileApi(Resource):
     @marshal_with(file_fields)
     @cloud_edition_billing_resource_check("documents")
     def post(self):
-        file = request.files["file"]
         source_str = request.form.get("source")
         source: Literal["datasets"] | None = "datasets" if source_str == "datasets" else None
 
@@ -58,6 +56,7 @@ class FileApi(Resource):
 
         if len(request.files) > 1:
             raise TooManyFilesError()
+        file = request.files["file"]
 
         if not file.filename:
             raise FilenameNotExistsError

api/controllers/console/remote_files.py

@@ -7,18 +7,17 @@ from flask_restful import Resource, marshal_with, reqparse
 
 import services
 from controllers.common import helpers
-from controllers.common.errors import RemoteFileUploadError
+from controllers.common.errors import (
+    FileTooLargeError,
+    RemoteFileUploadError,
+    UnsupportedFileTypeError,
+)
 from core.file import helpers as file_helpers
 from core.helper import ssrf_proxy
 from fields.file_fields import file_fields_with_signed_url, remote_file_info_fields
 from models.account import Account
 from services.file_service import FileService
 
-from .error import (
-    FileTooLargeError,
-    UnsupportedFileTypeError,
-)
-
 
 class RemoteFileInfoApi(Resource):
     @marshal_with(remote_file_info_fields)

api/controllers/console/version.py

@@ -32,9 +32,9 @@ class VersionApi(Resource):
             return result
 
         try:
-            response = requests.get(check_update_url, {"current_version": args.get("current_version")})
+            response = requests.get(check_update_url, {"current_version": args.get("current_version")}, timeout=(3, 10))
         except Exception as error:
-            logging.warning("Check update version error: {}.".format(str(error)))
+            logging.warning("Check update version error: %s.", str(error))
             result["version"] = args.get("current_version")
             return result
 
@@ -55,7 +55,7 @@ def _has_new_version(*, latest_version: str, current_version: str) -> bool:
         # Compare versions
         return latest > current
     except version.InvalidVersion:
-        logging.warning(f"Invalid version format: latest={latest_version}, current={current_version}")
+        logging.warning("Invalid version format: latest=%s, current=%s", latest_version, current_version)
         return False
 
 

api/controllers/console/workspace/__init__.py

@@ -21,7 +21,7 @@ def plugin_permission_required(
             with Session(db.engine) as session:
                 permission = (
                     session.query(TenantPluginPermission)
-                    .filter(
+                    .where(
                         TenantPluginPermission.tenant_id == tenant_id,
                     )
                     .first()

api/controllers/console/workspace/account.py

@@ -1,13 +1,21 @@
-import datetime
-
 import pytz
 from flask import request
 from flask_login import current_user
 from flask_restful import Resource, fields, marshal_with, reqparse
+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
+from controllers.console.auth.error import (
+    EmailAlreadyInUseError,
+    EmailChangeLimitError,
+    EmailCodeError,
+    InvalidEmailError,
+    InvalidTokenError,
+)
+from controllers.console.error import AccountInFreezeError, AccountNotFound, EmailSendIpLimitError
 from controllers.console.workspace.error import (
     AccountAlreadyInitedError,
     CurrentPasswordIncorrectError,
@@ -18,15 +26,18 @@ from controllers.console.workspace.error import (
 from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_enabled,
+    enable_change_email,
     enterprise_license_required,
     only_edition_cloud,
     setup_required,
 )
 from extensions.ext_database import db
 from fields.member_fields import account_fields
-from libs.helper import TimestampField, timezone
+from libs.datetime_utils import naive_utc_now
+from libs.helper import TimestampField, email, extract_remote_ip, timezone
 from libs.login import login_required
 from models import AccountIntegrate, InvitationCode
+from models.account import Account
 from services.account_service import AccountService
 from services.billing_service import BillingService
 from services.errors.account import CurrentPasswordIncorrectError as ServiceCurrentPasswordIncorrectError
@@ -57,7 +68,7 @@ class AccountInitApi(Resource):
             # check invitation code
             invitation_code = (
                 db.session.query(InvitationCode)
-                .filter(
+                .where(
                     InvitationCode.code == args["invitation_code"],
                     InvitationCode.status == "unused",
                 )
@@ -68,7 +79,7 @@ class AccountInitApi(Resource):
                 raise InvalidInvitationCodeError()
 
             invitation_code.status = "used"
-            invitation_code.used_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
+            invitation_code.used_at = naive_utc_now()
             invitation_code.used_by_tenant_id = account.current_tenant_id
             invitation_code.used_by_account_id = account.id
 
@@ -76,7 +87,7 @@ class AccountInitApi(Resource):
         account.timezone = args["timezone"]
         account.interface_theme = "light"
         account.status = "active"
-        account.initialized_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
+        account.initialized_at = naive_utc_now()
         db.session.commit()
 
         return {"result": "success"}
@@ -217,7 +228,7 @@ class AccountIntegrateApi(Resource):
     def get(self):
         account = current_user
 
-        account_integrates = db.session.query(AccountIntegrate).filter(AccountIntegrate.account_id == account.id).all()
+        account_integrates = db.session.query(AccountIntegrate).where(AccountIntegrate.account_id == account.id).all()
 
         base_url = request.url_root.rstrip("/")
         oauth_base_path = "/console/api/oauth/login"
@@ -369,6 +380,143 @@ class EducationAutoCompleteApi(Resource):
         return BillingService.EducationIdentity.autocomplete(args["keywords"], args["page"], args["limit"])
 
 
+class ChangeEmailSendEmailApi(Resource):
+    @enable_change_email
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def post(self):
+        parser = reqparse.RequestParser()
+        parser.add_argument("email", type=email, required=True, location="json")
+        parser.add_argument("language", type=str, required=False, location="json")
+        parser.add_argument("phase", type=str, required=False, location="json")
+        parser.add_argument("token", type=str, required=False, location="json")
+        args = parser.parse_args()
+
+        ip_address = extract_remote_ip(request)
+        if AccountService.is_email_send_ip_limit(ip_address):
+            raise EmailSendIpLimitError()
+
+        if args["language"] is not None and args["language"] == "zh-Hans":
+            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:
+                raise InvalidTokenError()
+
+            reset_data = AccountService.get_change_email_data(args["token"])
+            if reset_data is None:
+                raise InvalidTokenError()
+            user_email = reset_data.get("email", "")
+
+            if user_email != current_user.email:
+                raise InvalidEmailError()
+        else:
+            with Session(db.engine) as session:
+                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"]
+        )
+        return {"result": "success", "data": token}
+
+
+class ChangeEmailCheckApi(Resource):
+    @enable_change_email
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def post(self):
+        parser = reqparse.RequestParser()
+        parser.add_argument("email", type=email, required=True, location="json")
+        parser.add_argument("code", type=str, required=True, location="json")
+        parser.add_argument("token", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+
+        user_email = args["email"]
+
+        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"])
+        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"])
+            raise EmailCodeError()
+
+        # Verified, revoke the first 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={}
+        )
+
+        AccountService.reset_change_email_error_rate_limit(args["email"])
+        return {"is_valid": True, "email": token_data.get("email"), "token": new_token}
+
+
+class ChangeEmailResetApi(Resource):
+    @enable_change_email
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @marshal_with(account_fields)
+    def post(self):
+        parser = reqparse.RequestParser()
+        parser.add_argument("new_email", type=email, required=True, location="json")
+        parser.add_argument("token", type=str, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+
+        if AccountService.is_account_in_freeze(args["new_email"]):
+            raise AccountInFreezeError()
+
+        if not AccountService.check_email_unique(args["new_email"]):
+            raise EmailAlreadyInUseError()
+
+        reset_data = AccountService.get_change_email_data(args["token"])
+        if not reset_data:
+            raise InvalidTokenError()
+
+        AccountService.revoke_change_email_token(args["token"])
+
+        old_email = reset_data.get("old_email", "")
+        if current_user.email != old_email:
+            raise AccountNotFound()
+
+        updated_account = AccountService.update_account_email(current_user, email=args["new_email"])
+
+        AccountService.send_change_email_completed_notify_email(
+            email=args["new_email"],
+        )
+
+        return updated_account
+
+
+class CheckEmailUnique(Resource):
+    @setup_required
+    def post(self):
+        parser = reqparse.RequestParser()
+        parser.add_argument("email", type=email, required=True, location="json")
+        args = parser.parse_args()
+        if AccountService.is_account_in_freeze(args["email"]):
+            raise AccountInFreezeError()
+        if not AccountService.check_email_unique(args["email"]):
+            raise EmailAlreadyInUseError()
+        return {"result": "success"}
+
+
 # Register API resources
 api.add_resource(AccountInitApi, "/account/init")
 api.add_resource(AccountProfileApi, "/account/profile")
@@ -385,5 +533,10 @@ api.add_resource(AccountDeleteUpdateFeedbackApi, "/account/delete/feedback")
 api.add_resource(EducationVerifyApi, "/account/education/verify")
 api.add_resource(EducationApi, "/account/education")
 api.add_resource(EducationAutoCompleteApi, "/account/education/autocomplete")
+# Change email
+api.add_resource(ChangeEmailSendEmailApi, "/account/change-email")
+api.add_resource(ChangeEmailCheckApi, "/account/change-email/validity")
+api.add_resource(ChangeEmailResetApi, "/account/change-email/reset")
+api.add_resource(CheckEmailUnique, "/account/change-email/check-email-unique")
 # api.add_resource(AccountEmailApi, '/account/email')
 # api.add_resource(AccountEmailVerifyApi, '/account/email-verify')

api/controllers/console/workspace/error.py

@@ -13,12 +13,6 @@ class CurrentPasswordIncorrectError(BaseHTTPException):
     code = 400
 
 
-class ProviderRequestFailedError(BaseHTTPException):
-    error_code = "provider_request_failed"
-    description = None
-    code = 400
-
-
 class InvalidInvitationCodeError(BaseHTTPException):
     error_code = "invalid_invitation_code"
     description = "Invalid invitation code."