r2

Merge branch 'main' into feat/r2
2025-07-02 18:46:36 +08:00 · 2025-07-02 18:20:41 +08:00 · 2025-07-02 18:20:05 +08:00 · 2025-07-02 18:15:23 +08:00 · 2025-07-02 14:01:59 +08:00 · 2025-07-02 11:55:21 +08:00
2833 changed files with 63155 additions and 120435 deletions
@@ -1,15 +1,14 @@
 #!/bin/bash

-npm add -g pnpm@10.13.1
+npm add -g pnpm@10.11.1
 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,plugin,workflow_storage"' >> ~/.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-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
-
@@ -8,15 +8,13 @@ body:
      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 bug report, 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.
+        - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
          required: true
-        - label: 【中文用户 & Non English User】请使用英语提交，否则会被关闭 ：）
+        - label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:)"
          required: true
        - label: "Please do not modify this template :) and fill in all the required fields."
          required: true
@@ -44,22 +42,20 @@ body:
    attributes:
      label: Steps to reproduce
      description: We highly suggest including screenshots and a bug report log. Please use the right markdown syntax for code blocks.
-      placeholder: Having detailed steps helps us reproduce the bug. If you have logs, please use fenced code blocks (triple backticks ```) to format them.
+      placeholder: Having detailed steps helps us reproduce the bug.
    validations:
      required: true

  - type: textarea
    attributes:
      label: ✔️ Expected Behavior
-      description: Describe what you expected to happen.
-      placeholder: What were you expecting? Please do not copy and paste the steps to reproduce here.
+      placeholder: What were you expecting?
    validations:
-      required: true
+      required: false

  - type: textarea
    attributes:
      label: ❌ Actual Behavior
-      description: Describe what actually happened.
-      placeholder: What happened instead? Please do not copy and paste the steps to reproduce here.
+      placeholder: What happened instead?
    validations:
      required: false
@@ -1,11 +1,5 @@
 blank_issues_enabled: false
 contact_links:
-  - name: "\U0001F4A1 Model Providers & Plugins"
-    url: "https://github.com/langgenius/dify-official-plugins/issues/new/choose"
-    about: Report issues with official plugins or model providers, you will need to provide the plugin version and other relevant details.
-  - name: "\U0001F4AC Documentation Issues"
-    url: "https://github.com/langgenius/dify-docs/issues/new"
-    about: Report issues with the documentation, such as typos, outdated information, or missing content. Please provide the specific section and details of the issue.
  - name: "\U0001F4E7 Discussions"
    url: https://github.com/langgenius/dify/discussions/categories/general
-    about: General discussions and seek help from the community
+    about: General discussions and request help from the community
@@ -0,0 +1,24 @@
+name: "📚 Documentation Issue"
+description: Report issues in our documentation
+labels:
+  - documentation
+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 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 report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+          required: true
+        - label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:)"
+          required: true
+        - label: "Please do not modify this template :) and fill in all the required fields."
+          required: true
+  - type: textarea
+    attributes:
+      label: Provide a description of requested docs changes
+      placeholder: Briefly describe which document needs to be corrected and why.
+    validations:
+      required: true
@@ -8,11 +8,11 @@ body:
      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: 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.
+        - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+          required: true
+        - label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:)"
          required: true
        - label: "Please do not modify this template :) and fill in all the required fields."
          required: true
@@ -1,44 +0,0 @@
-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
@@ -0,0 +1,55 @@
+name: "🌐 Localization/Translation issue"
+description: Report incorrect translations. [please use English :)]
+labels:
+  - translation
+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 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 (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+          required: true
+        - label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:)"
+          required: true
+        - label: "Please do not modify this template :) and fill in all the required fields."
+          required: true
+  - type: input
+    attributes:
+      label: Dify version
+      description: Hover over system tray icon or look at Settings
+    validations:
+      required: true
+  - type: input
+    attributes:
+      label: Utility with translation issue
+      placeholder: Some area
+      description: Please input here the utility with the translation issue
+    validations:
+      required: true
+  - type: input
+    attributes:
+      label: 🌐 Language affected
+      placeholder: "German"
+    validations:
+      required: true
+  - type: textarea
+    attributes:
+      label: ❌ Actual phrase(s)
+      placeholder: What is there? Please include a screenshot as that is extremely helpful.
+    validations:
+      required: true
+  - type: textarea
+    attributes:
+      label: ✔️ Expected phrase(s)
+      placeholder: What was expected?
+    validations:
+      required: true
+  - type: textarea
+    attributes:
+      label: ℹ Why is the current translation wrong
+      placeholder: Why do you feel this is incorrect?
+    validations:
+      required: true
@@ -8,7 +8,7 @@ inputs:
  uv-version:
    description: UV version to set up
    required: true
-    default: '0.8.9'
+    default: '~=0.7.11'
  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@v6
+      uses: astral-sh/setup-uv@v5
      with:
        version: ${{ inputs.uv-version }}
        python-version: ${{ inputs.python-version }}
@@ -99,6 +99,3 @@ 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
@@ -1,28 +0,0 @@
-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
-
@@ -6,8 +6,7 @@ on:
      - "main"
      - "deploy/dev"
      - "deploy/enterprise"
-      - "build/**"
-      - "release/e-*"
+      - "deploy/rag-dev"
    tags:
      - "*"

@@ -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: |
@@ -28,7 +28,7 @@ jobs:

      - name: Check changed files
        id: changed-files
-        uses: tj-actions/changed-files@v46
+        uses: tj-actions/changed-files@v45
        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 ./
-          uv run --directory api ruff format --check ./
+          uv run --directory api ruff check --diff ./
+          uv run --directory api ruff format --check --diff ./

      - 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@v46
+        uses: tj-actions/changed-files@v45
        with:
          files: web/**

      - name: Install pnpm
        uses: pnpm/action-setup@v4
        with:
-          package_json_file: web/package.json
+          version: 10
          run_install: false

      - name: Setup NodeJS
@@ -95,12 +95,10 @@ 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:
@@ -115,7 +113,7 @@ jobs:

      - name: Check changed files
        id: changed-files
-        uses: tj-actions/changed-files@v46
+        uses: tj-actions/changed-files@v45
        with:
          files: |
            docker/generate_docker_compose
@@ -146,7 +144,7 @@ jobs:

      - name: Check changed files
        id: changed-files
-        uses: tj-actions/changed-files@v46
+        uses: tj-actions/changed-files@v45
        with:
          files: |
            **.sh
@@ -154,15 +152,13 @@ jobs:
            **.yml
            **Dockerfile
            dev/**
-            .editorconfig

      - name: Super-linter
-        uses: super-linter/super-linter/slim@v8
+        uses: super-linter/super-linter/slim@v7
        if: steps.changed-files.outputs.any_changed == 'true'
        env:
          BASH_SEVERITY: warning
-          DEFAULT_BRANCH: origin/main
-          EDITORCONFIG_FILE_NAME: editorconfig-checker.json
+          DEFAULT_BRANCH: main
          FILTER_REGEX_INCLUDE: pnpm-lock.yaml
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          IGNORE_GENERATED_FILES: true
@@ -172,6 +168,16 @@ 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
@@ -1,18 +1,13 @@
 name: Check i18n Files and Create PR

 on:
-  push:
+  pull_request:
+    types: [closed]
    branches: [main]
-    paths:
-      - 'web/i18n/en-US/*.ts'
-
-permissions:
-  contents: write
-  pull-requests: write

 jobs:
  check-and-update:
-    if: github.repository == 'langgenius/dify'
+    if: github.event.pull_request.merged == true
    runs-on: ubuntu-latest
    defaults:
      run:
@@ -20,8 +15,8 @@ jobs:
    steps:
      - uses: actions/checkout@v4
        with:
-          fetch-depth: 2
-          token: ${{ secrets.GITHUB_TOKEN }}
+          fetch-depth: 2 # last 2 commits
+          persist-credentials: false

      - name: Check for file changes in i18n/en-US
        id: check_files
@@ -32,13 +27,6 @@ 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
@@ -46,7 +34,7 @@ jobs:
      - name: Install pnpm
        uses: pnpm/action-setup@v4
        with:
-          package_json_file: web/package.json
+          version: 10
          run_install: false

      - name: Set up Node.js
@@ -59,19 +47,16 @@ jobs:

      - name: Install dependencies
        if: env.FILES_CHANGED == 'true'
-        working-directory: ./web
        run: pnpm install --frozen-lockfile

-      - name: Generate i18n translations
+      - name: Run npm script
        if: env.FILES_CHANGED == 'true'
-        working-directory: ./web
-        run: pnpm run auto-gen-i18n ${{ env.FILE_ARGS }}
+        run: pnpm run auto-gen-i18n

      - 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.
@@ -27,7 +27,7 @@ jobs:

      - name: Check changed files
        id: changed-files
-        uses: tj-actions/changed-files@v46
+        uses: tj-actions/changed-files@v45
        with:
          files: web/**

@@ -35,7 +35,7 @@ jobs:
        if: steps.changed-files.outputs.any_changed == 'true'
        uses: pnpm/action-setup@v4
        with:
-          package_json_file: web/package.json
+          version: 10
          run_install: false

      - name: Setup Node.js
@@ -48,10 +48,8 @@ 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
@@ -197,8 +197,6 @@ sdks/python-client/dify_client.egg-info
 !.vscode/README.md
 pyrightconfig.json
 api/.vscode
-# vscode Code History Extension
-.history

 .idea/

@@ -217,4 +215,3 @@ mise.toml
 # AI Assistant
 .roo/
 api/.env.backup
-/clickzetta
@@ -1,83 +0,0 @@
-# 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
@@ -54,7 +54,7 @@
  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>

-Dify is an open-source platform for developing LLM applications. Its intuitive interface combines agentic AI workflows, RAG pipelines, agent capabilities, model management, observability features, and more—allowing you to quickly move from prototype to production.
+Dify is an open-source LLM app development platform. Its intuitive interface combines agentic AI workflow, RAG pipeline, agent capabilities, model management, observability features, and more, allowing you to quickly move from prototype to production.

 ## Quick start

@@ -65,7 +65,7 @@ Dify is an open-source platform for developing LLM applications. Its intuitive i

 </br>

-The easiest way to start the Dify server is through [Docker Compose](docker/docker-compose.yaml). Before running Dify with the following commands, make sure that [Docker](https://docs.docker.com/get-docker/) and [Docker Compose](https://docs.docker.com/compose/install/) are installed on your machine:
+The easiest way to start the Dify server is through [docker compose](docker/docker-compose.yaml). Before running Dify with the following commands, make sure that [Docker](https://docs.docker.com/get-docker/) and [Docker Compose](https://docs.docker.com/compose/install/) are installed on your machine:

 ```bash
 cd dify
@@ -205,7 +205,6 @@ If you'd like to configure a highly-available setup, there are community-contrib
 - [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
 - [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML files (Supports Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### Using Terraform for Deployment

@@ -225,8 +224,7 @@ Deploy Dify to AWS with [CDK](https://aws.amazon.com/cdk/)

 ##### 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)
+- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### Using Alibaba Cloud Computing Nest

@@ -236,17 +234,13 @@ 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-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).
+> 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).

 ## Community & contact

@@ -267,8 +261,8 @@ At the same time, please consider supporting Dify by sharing it on social media

 ## Security disclosure

-To protect your privacy, please avoid posting security issues on GitHub. Instead, report issues to security@dify.ai, and our team will respond with detailed answer.
+To protect your privacy, please avoid posting security issues on GitHub. Instead, send your questions to security@dify.ai and we will provide you with a more detailed answer.

 ## License

-This repository is licensed under the [Dify Open Source License](LICENSE), based on Apache 2.0 with additional conditions.
+This repository is available under the [Dify Open Source License](LICENSE), which is essentially Apache 2.0 with a few additional restrictions.
@@ -188,7 +188,6 @@ docker compose up -d
 - [رسم بياني Helm من قبل @magicsong](https://github.com/magicsong/ai-charts)
 - [ملف YAML من قبل @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [ملف YAML من قبل @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 جديد! ملفات YAML (تدعم Dify v1.6.0) بواسطة @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### استخدام Terraform للتوزيع

@@ -208,8 +207,7 @@ docker compose up -d

 ##### 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)
+- [AWS CDK بواسطة @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-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)
@@ -218,17 +216,13 @@ 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-config/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/README.md) لمزيد من المعلومات، واترك لنا تعليقًا في قناة `global-users` على [خادم المجتمع على Discord](https://discord.gg/8Tpq4AcN9c).

 **المساهمون**

@@ -204,8 +204,6 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন
 - [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
 - [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 নতুন! YAML ফাইলসমূহ (Dify v1.6.0 সমর্থিত) তৈরি করেছেন @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
-

 #### টেরাফর্ম ব্যবহার করে ডিপ্লয়

@@ -225,8 +223,7 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন

 ##### 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)
+- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### Alibaba Cloud ব্যবহার করে ডিপ্লয়

@@ -236,17 +233,13 @@ 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-config/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/README.md) দেখুন এবং আমাদের [ডিসকর্ড কমিউনিটি সার্ভার](https://discord.gg/8Tpq4AcN9c) এর `গ্লোবাল-ইউজারস` চ্যানেলে আমাদের একটি মন্তব্য করুন।

 ## কমিউনিটি এবং যোগাযোগ

@@ -194,9 +194,9 @@ docker compose up -d

 如果您需要自定义配置，请参考 [.env.example](docker/.env.example) 文件中的注释，并更新 `.env` 文件中对应的值。此外，您可能需要根据您的具体部署环境和需求对 `docker-compose.yaml` 文件本身进行调整，例如更改镜像版本、端口映射或卷挂载。完成任何更改后，请重新运行 `docker-compose up -d`。您可以在[此处](https://docs.dify.ai/getting-started/install-self-hosted/environments)找到可用环境变量的完整列表。

-#### 使用 Helm Chart 或 Kubernetes 资源清单（YAML）部署
+#### 使用 Helm Chart 部署

-使用 [Helm Chart](https://helm.sh/) 版本或者 Kubernetes 资源清单（YAML），可以在 Kubernetes 上部署 Dify。
+使用 [Helm Chart](https://helm.sh/) 版本或者 YAML 文件，可以在 Kubernetes 上部署 Dify。

 - [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
 - [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
@@ -204,10 +204,6 @@ docker compose up -d
 - [YAML 文件 by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)

- [🚀 NEW! YAML 文件 (支持 Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
-
-
-
 #### 使用 Terraform 部署

 使用 [terraform](https://www.terraform.io/) 一键将 Dify 部署到云平台
@@ -223,8 +219,7 @@ docker compose up -d
 使用 [CDK](https://aws.amazon.com/cdk/) 将 Dify 部署到 AWS

 ##### 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)
+- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### 使用 阿里云计算巢 部署

@@ -234,9 +229,6 @@ 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

@@ -248,7 +240,7 @@ 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-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。
+> 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。

 **Contributors**

@@ -203,7 +203,6 @@ Falls Sie eine hochverfügbare Konfiguration einrichten möchten, gibt es von de
 - [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
 - [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML files (Supports Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### Terraform für die Bereitstellung verwenden

@@ -220,8 +219,7 @@ 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 (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)
+- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### Alibaba Cloud 

@@ -231,17 +229,13 @@ 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-config/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/README.md) für weitere Informationen und hinterlassen Sie einen Kommentar im `global-users`-Kanal unseres [Discord Community Servers](https://discord.gg/8Tpq4AcN9c).

 ## Gemeinschaft & Kontakt

@@ -203,7 +203,6 @@ Si desea configurar una configuración de alta disponibilidad, la comunidad prop
 - [Gráfico Helm por @magicsong](https://github.com/magicsong/ai-charts)
 - [Ficheros YAML por @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [Ficheros YAML por @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 ¡NUEVO! Archivos YAML (compatible con Dify v1.6.0) por @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### Uso de Terraform para el despliegue

@@ -220,8 +219,7 @@ 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 (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)
+- [AWS CDK por @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### Alibaba Cloud

@@ -231,10 +229,6 @@ 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

@@ -242,7 +236,7 @@ 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-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).
+> 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).

 **Contribuidores**

@@ -201,7 +201,6 @@ Si vous souhaitez configurer une configuration haute disponibilité, la communau
 - [Helm Chart par @magicsong](https://github.com/magicsong/ai-charts)
 - [Fichier YAML par @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [Fichier YAML par @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NOUVEAU ! Fichiers YAML (compatible avec Dify v1.6.0) par @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### Utilisation de Terraform pour le déploiement

@@ -218,8 +217,7 @@ 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 (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)
+- [AWS CDK par @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### Alibaba Cloud

@@ -229,10 +227,6 @@ 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

@@ -240,7 +234,7 @@ 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-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).
+> 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).

 **Contributeurs**

@@ -202,7 +202,6 @@ docker compose up -d
 - [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
 - [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 新着！YAML ファイル（Dify v1.6.0 対応）by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### Terraformを使用したデプロイ

@@ -219,8 +218,7 @@ 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 (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)
+- [@KevinZhaoによるAWS CDK](https://github.com/aws-samples/solution-for-deploying-dify-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)
@@ -228,10 +226,6 @@ 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

@@ -239,7 +233,7 @@ 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-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。
+> 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。

 **貢献者**

@@ -201,7 +201,6 @@ If you'd like to configure a highly-available setup, there are community-contrib
 - [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
 - [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML files (Supports Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### Terraform atorlugu pilersitsineq

@@ -218,8 +217,7 @@ 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 (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)
+- [AWS CDK qachlot @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### Alibaba Cloud

@@ -229,10 +227,6 @@ 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

@@ -240,7 +234,7 @@ 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-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).
+> 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).

 **Contributors**

@@ -195,7 +195,6 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 - [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
 - [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML files (Supports Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### Terraform을 사용한 배포

@@ -212,8 +211,7 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 [CDK](https://aws.amazon.com/cdk/)를 사용하여 AWS에 Dify 배포

 ##### 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)
+- [KevinZhao의 AWS CDK](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### Alibaba Cloud

@@ -223,10 +221,6 @@ 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

@@ -234,7 +228,7 @@ 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-config/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/README.md)에서 더 많은 정보를 확인하시고 [Discord 커뮤니티 서버](https://discord.gg/8Tpq4AcN9c)의 `global-users` 채널에 댓글을 남겨주세요. 

 **기여자**

@@ -200,7 +200,6 @@ Se deseja configurar uma instalação de alta disponibilidade, há [Helm Charts]
 - [Helm Chart de @magicsong](https://github.com/magicsong/ai-charts)
 - [Arquivo YAML por @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [Arquivo YAML por @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NOVO! Arquivos YAML (Compatível com Dify v1.6.0) por @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### Usando o Terraform para Implantação

@@ -217,8 +216,7 @@ 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 (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)
+- [AWS CDK por @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### Alibaba Cloud

@@ -228,17 +226,13 @@ 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-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).
+> 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).

 **Contribuidores**

@@ -201,7 +201,6 @@ Star Dify on GitHub and be instantly notified of new releases.
 - [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
 - [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML files (Supports Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### Uporaba Terraform za uvajanje

@@ -218,8 +217,7 @@ 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 (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)
+- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### Alibaba Cloud

@@ -229,10 +227,6 @@ 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

@@ -194,7 +194,6 @@ Yüksek kullanılabilirliğe sahip bir kurulum yapılandırmak isterseniz, Dify'
 - [@BorisPolonsky tarafından Helm Chart](https://github.com/BorisPolonsky/dify-helm)
 - [@Winson-030 tarafından YAML dosyası](https://github.com/Winson-030/dify-kubernetes)
 - [@wyy-holding tarafından YAML dosyası](https://github.com/wyy-holding/dify-k8s)
- [🚀 YENİ! YAML dosyaları (Dify v1.6.0 destekli) @Zhoneym tarafından](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### Dağıtım için Terraform Kullanımı

@@ -211,8 +210,7 @@ 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 (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)
+- [AWS CDK tarafından @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### Alibaba Cloud

@@ -222,17 +220,13 @@ 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-config/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/README.md) dosyasına bakın ve [Discord Topluluk Sunucumuzdaki](https://discord.gg/8Tpq4AcN9c) `global-users` kanalında bize bir yorum bırakın.

 **Katkıda Bulunanlar**

@@ -197,13 +197,12 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify

 如果您需要自定義配置，請參考我們的 [.env.example](docker/.env.example) 文件中的註釋，並在您的 `.env` 文件中更新相應的值。此外，根據您特定的部署環境和需求，您可能需要調整 `docker-compose.yaml` 文件本身，例如更改映像版本、端口映射或卷掛載。進行任何更改後，請重新運行 `docker-compose up -d`。您可以在[這裡](https://docs.dify.ai/getting-started/install-self-hosted/environments)找到可用環境變數的完整列表。

-如果您想配置高可用性設置，社區貢獻的 [Helm Charts](https://helm.sh/) 和 Kubernetes 資源清單（YAML）允許在 Kubernetes 上部署 Dify。
+如果您想配置高可用性設置，社區貢獻的 [Helm Charts](https://helm.sh/) 和 YAML 文件允許在 Kubernetes 上部署 Dify。

 - [由 @LeoQuote 提供的 Helm Chart](https://github.com/douban/charts/tree/master/charts/dify)
 - [由 @BorisPolonsky 提供的 Helm Chart](https://github.com/BorisPolonsky/dify-helm)
 - [由 @Winson-030 提供的 YAML 文件](https://github.com/Winson-030/dify-kubernetes)
 - [由 @wyy-holding 提供的 YAML 文件](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML 檔案（支援 Dify v1.6.0）by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 ### 使用 Terraform 進行部署

@@ -223,8 +222,7 @@ 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 (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)
+- [由 @KevinZhao 提供的 AWS CDK](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)

 #### 使用 阿里云计算巢進行部署

@@ -234,17 +232,13 @@ 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-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。
+> 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。

 ## 社群與聯絡方式

@@ -196,7 +196,6 @@ Nếu bạn muốn cấu hình một cài đặt có độ sẵn sàng cao, có
 - [Helm Chart bởi @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
 - [Tệp YAML bởi @Winson-030](https://github.com/Winson-030/dify-kubernetes)
 - [Tệp YAML bởi @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 MỚI! Tệp YAML (Hỗ trợ Dify v1.6.0) bởi @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)

 #### Sử dụng Terraform để Triển khai

@@ -213,8 +212,7 @@ 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 (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)
+- [AWS CDK bởi @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)


 #### Alibaba Cloud
@@ -225,10 +223,6 @@ 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

@@ -236,7 +230,7 @@ Triển khai Dify lên AKS chỉ với một cú nhấp chuột bằng [Azure De
 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-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.
+> 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.

 **Người đóng góp**

@@ -4,28 +4,18 @@
 # 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://localhost:5001
-CONSOLE_WEB_URL=http://localhost:3000
+CONSOLE_API_URL=http://127.0.0.1:5001
+CONSOLE_WEB_URL=http://127.0.0.1:3000

 # Service API base URL
-SERVICE_API_URL=http://localhost:5001
+SERVICE_API_URL=http://127.0.0.1:5001

 # Web APP base URL
-APP_WEB_URL=http://localhost:3000
+APP_WEB_URL=http://127.0.0.1:3000

 # Files URL
-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.
-# Example: INTERNAL_FILES_URL=http://api:5001
-INTERNAL_FILES_URL=http://127.0.0.1:5001
+FILES_URL=http://127.0.0.1:5001

 # The time in seconds after the signature is rejected
 FILES_ACCESS_TIMEOUT=300
@@ -42,15 +32,6 @@ 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.
@@ -68,7 +49,7 @@ 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
@@ -152,14 +133,12 @@ SUPABASE_API_KEY=your-access-key
 SUPABASE_URL=your-server-url

 # CORS configuration
-WEB_API_CORS_ALLOW_ORIGINS=http://localhost:3000,*
-CONSOLE_CORS_ALLOW_ORIGINS=http://localhost:3000,*
+WEB_API_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
+CONSOLE_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*

 # Vector database configuration
-# 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`.
+# support: weaviate, qdrant, milvus, myscale, relyt, pgvecto_rs, pgvector, pgvector, chroma, opensearch, tidb_vector, couchbase, vikingdb, upstash, lindorm, oceanbase, opengauss, tablestore, 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
@@ -241,7 +220,6 @@ 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
@@ -466,19 +444,6 @@ MAX_VARIABLE_SIZE=204800
 # hybrid: Save new data to object storage, read from both object storage and RDBMS
 WORKFLOW_NODE_EXECUTION_STORAGE=rdbms

-# Repository configuration
-# Core workflow execution repository implementation
-CORE_WORKFLOW_EXECUTION_REPOSITORY=core.repositories.sqlalchemy_workflow_execution_repository.SQLAlchemyWorkflowExecutionRepository
-
-# Core workflow node execution repository implementation
-CORE_WORKFLOW_NODE_EXECUTION_REPOSITORY=core.repositories.sqlalchemy_workflow_node_execution_repository.SQLAlchemyWorkflowNodeExecutionRepository
-
-# API workflow node execution repository implementation
-API_WORKFLOW_NODE_EXECUTION_REPOSITORY=repositories.sqlalchemy_api_workflow_node_execution_repository.DifyAPISQLAlchemyWorkflowNodeExecutionRepository
-
-# API workflow run repository implementation
-API_WORKFLOW_RUN_REPOSITORY=repositories.sqlalchemy_api_workflow_run_repository.DifyAPISQLAlchemyWorkflowRunRepository
-
 # App configuration
 APP_MAX_EXECUTION_TIME=1200
 APP_MAX_ACTIVE_REQUESTS=0
@@ -486,16 +451,6 @@ 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=
@@ -522,8 +477,6 @@ 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

@@ -534,8 +487,6 @@ 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=
@@ -42,8 +42,6 @@ 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 = [
@@ -4,7 +4,7 @@ FROM python:3.12-slim-bookworm AS base
 WORKDIR /app/api

 # Install uv
-ENV UV_VERSION=0.8.9
+ENV UV_VERSION=0.7.11

 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 --no-dev
+RUN uv sync --locked

 # production stage
 FROM base AS production
@@ -37,11 +37,6 @@ 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 \
@@ -52,8 +47,6 @@ 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
@@ -74,12 +74,7 @@
 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,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 
+   uv run celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion
   ```

 ## Testing
@@ -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

@@ -32,7 +32,7 @@ def create_app() -> DifyApp:
    initialize_extensions(app)
    end_time = time.perf_counter()
    if dify_config.DEBUG:
-        logging.info("Finished create_app (%s ms)", round((end_time - start_time) * 1000, 2))
+        logging.info(f"Finished create_app ({round((end_time - start_time) * 1000, 2)} ms)")
    return app


@@ -51,7 +51,6 @@ def initialize_extensions(app: DifyApp):
        ext_login,
        ext_mail,
        ext_migrate,
-        ext_orjson,
        ext_otel,
        ext_proxy_fix,
        ext_redis,
@@ -68,7 +67,6 @@ def initialize_extensions(app: DifyApp):
        ext_logging,
        ext_warnings,
        ext_import_modules,
-        ext_orjson,
        ext_set_secretkey,
        ext_compress,
        ext_code_based_extension,
@@ -93,14 +91,14 @@ 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("Skipped %s", short_name)
+                logging.info(f"Skipped {short_name}")
            continue

        start_time = time.perf_counter()
        ext.init_app(app)
        end_time = time.perf_counter()
        if dify_config.DEBUG:
-            logging.info("Loaded %s (%s ms)", short_name, round((end_time - start_time) * 1000, 2))
+            logging.info(f"Loaded {short_name} ({round((end_time - start_time) * 1000, 2)} ms)")


 def create_migrations_app():
@@ -2,23 +2,19 @@ import base64
 import json
 import logging
 import secrets
-from typing import Any, Optional
+from typing import Optional

 import click
-import sqlalchemy as sa
 from flask import current_app
-from pydantic import TypeAdapter
 from sqlalchemy import select
-from sqlalchemy.exc import SQLAlchemyError
+from werkzeug.exceptions import NotFound

 from configs import dify_config
 from constants.languages import languages
-from core.plugin.entities.plugin import ToolProviderID
 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.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
@@ -31,12 +27,10 @@ from models.dataset import Dataset, DatasetCollectionBinding, DatasetMetadata, D
 from models.dataset import Document as DatasetDocument
 from models.model import Account, App, AppAnnotationSetting, AppMode, Conversation, MessageAnnotation
 from models.provider import Provider, ProviderModel
-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.")
@@ -52,16 +46,16 @@ def reset_password(email, new_password, password_confirm):
        click.echo(click.style("Passwords do not match.", fg="red"))
        return

-    account = db.session.query(Account).where(Account.email == email).one_or_none()
+    account = db.session.query(Account).filter(Account.email == email).one_or_none()

    if not account:
-        click.echo(click.style(f"Account not found for email: {email}", fg="red"))
+        click.echo(click.style("Account not found for email: {}".format(email), fg="red"))
        return

    try:
        valid_password(new_password)
    except:
-        click.echo(click.style(f"Invalid password. Must match {password_pattern}", fg="red"))
+        click.echo(click.style("Invalid password. Must match {}".format(password_pattern), fg="red"))
        return

    # generate password salt
@@ -91,16 +85,16 @@ 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).where(Account.email == email).one_or_none()
+    account = db.session.query(Account).filter(Account.email == email).one_or_none()

    if not account:
-        click.echo(click.style(f"Account not found for email: {email}", fg="red"))
+        click.echo(click.style("Account not found for email: {}".format(email), fg="red"))
        return

    try:
        email_validate(new_email)
    except:
-        click.echo(click.style(f"Invalid email: {new_email}", fg="red"))
+        click.echo(click.style("Invalid email: {}".format(new_email), fg="red"))
        return

    account.email = new_email
@@ -138,13 +132,13 @@ def reset_encrypt_key_pair():

        tenant.encrypt_public_key = generate_key_pair(tenant.id)

-        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.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.commit()

        click.echo(
            click.style(
-                f"Congratulations! The asymmetric key pair of workspace {tenant.id} has been reset.",
+                "Congratulations! The asymmetric key pair of workspace {} has been reset.".format(tenant.id),
                fg="green",
            )
        )
@@ -174,7 +168,7 @@ def migrate_annotation_vector_database():
            per_page = 50
            apps = (
                db.session.query(App)
-                .where(App.status == "normal")
+                .filter(App.status == "normal")
                .order_by(App.created_at.desc())
                .limit(per_page)
                .offset((page - 1) * per_page)
@@ -182,8 +176,8 @@ def migrate_annotation_vector_database():
            )
            if not apps:
                break
-        except SQLAlchemyError:
-            raise
+        except NotFound:
+            break

        page += 1
        for app in apps:
@@ -192,25 +186,25 @@ def migrate_annotation_vector_database():
                f"Processing the {total_count} app {app.id}. " + f"{create_count} created, {skipped_count} skipped."
            )
            try:
-                click.echo(f"Creating app annotation index: {app.id}")
+                click.echo("Creating app annotation index: {}".format(app.id))
                app_annotation_setting = (
-                    db.session.query(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app.id).first()
+                    db.session.query(AppAnnotationSetting).filter(AppAnnotationSetting.app_id == app.id).first()
                )

                if not app_annotation_setting:
                    skipped_count = skipped_count + 1
-                    click.echo(f"App annotation setting disabled: {app.id}")
+                    click.echo("App annotation setting disabled: {}".format(app.id))
                    continue
                # get dataset_collection_binding info
                dataset_collection_binding = (
                    db.session.query(DatasetCollectionBinding)
-                    .where(DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id)
+                    .filter(DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id)
                    .first()
                )
                if not dataset_collection_binding:
-                    click.echo(f"App annotation collection binding not found: {app.id}")
+                    click.echo("App annotation collection binding not found: {}".format(app.id))
                    continue
-                annotations = db.session.query(MessageAnnotation).where(MessageAnnotation.app_id == app.id).all()
+                annotations = db.session.query(MessageAnnotation).filter(MessageAnnotation.app_id == app.id).all()
                dataset = Dataset(
                    id=app.id,
                    tenant_id=app.tenant_id,
@@ -254,7 +248,9 @@ def migrate_annotation_vector_database():
                create_count += 1
            except Exception as e:
                click.echo(
-                    click.style(f"Error creating app annotation index: {e.__class__.__name__} {str(e)}", fg="red")
+                    click.style(
+                        "Error creating app annotation index: {} {}".format(e.__class__.__name__, str(e)), fg="red"
+                    )
                )
                continue

@@ -305,12 +301,12 @@ def migrate_knowledge_vector_database():
    while True:
        try:
            stmt = (
-                select(Dataset).where(Dataset.indexing_technique == "high_quality").order_by(Dataset.created_at.desc())
+                select(Dataset).filter(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 SQLAlchemyError:
-            raise
+        except NotFound:
+            break

        page += 1
        for dataset in datasets:
@@ -319,7 +315,7 @@ def migrate_knowledge_vector_database():
                f"Processing the {total_count} dataset {dataset.id}. {create_count} created, {skipped_count} skipped."
            )
            try:
-                click.echo(f"Creating dataset vector database index: {dataset.id}")
+                click.echo("Creating dataset vector database index: {}".format(dataset.id))
                if dataset.index_struct_dict:
                    if dataset.index_struct_dict["type"] == vector_type:
                        skipped_count = skipped_count + 1
@@ -332,7 +328,7 @@ def migrate_knowledge_vector_database():
                    if dataset.collection_binding_id:
                        dataset_collection_binding = (
                            db.session.query(DatasetCollectionBinding)
-                            .where(DatasetCollectionBinding.id == dataset.collection_binding_id)
+                            .filter(DatasetCollectionBinding.id == dataset.collection_binding_id)
                            .one_or_none()
                        )
                        if dataset_collection_binding:
@@ -367,7 +363,7 @@ def migrate_knowledge_vector_database():

                dataset_documents = (
                    db.session.query(DatasetDocument)
-                    .where(
+                    .filter(
                        DatasetDocument.dataset_id == dataset.id,
                        DatasetDocument.indexing_status == "completed",
                        DatasetDocument.enabled == True,
@@ -381,7 +377,7 @@ def migrate_knowledge_vector_database():
                for dataset_document in dataset_documents:
                    segments = (
                        db.session.query(DocumentSegment)
-                        .where(
+                        .filter(
                            DocumentSegment.document_id == dataset_document.id,
                            DocumentSegment.status == "completed",
                            DocumentSegment.enabled == True,
@@ -423,7 +419,9 @@ def migrate_knowledge_vector_database():
                create_count += 1
            except Exception as e:
                db.session.rollback()
-                click.echo(click.style(f"Error creating dataset index: {e.__class__.__name__} {str(e)}", fg="red"))
+                click.echo(
+                    click.style("Error creating dataset index: {} {}".format(e.__class__.__name__, str(e)), fg="red")
+                )
                continue

    click.echo(
@@ -459,14 +457,14 @@ def convert_to_agent_apps():
        """

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query))
+            rs = conn.execute(db.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).where(App.id == app_id).first()
+                    app = db.session.query(App).filter(App.id == app_id).first()
                    if app is not None:
                        apps.append(app)

@@ -474,23 +472,23 @@ def convert_to_agent_apps():
                break

        for app in apps:
-            click.echo(f"Converting app: {app.id}")
+            click.echo("Converting app: {}".format(app.id))

            try:
                app.mode = AppMode.AGENT_CHAT.value
                db.session.commit()

                # update conversation mode to agent
-                db.session.query(Conversation).where(Conversation.app_id == app.id).update(
+                db.session.query(Conversation).filter(Conversation.app_id == app.id).update(
                    {Conversation.mode: AppMode.AGENT_CHAT.value}
                )

                db.session.commit()
-                click.echo(click.style(f"Converted app: {app.id}", fg="green"))
+                click.echo(click.style("Converted app: {}".format(app.id), fg="green"))
            except Exception as e:
-                click.echo(click.style(f"Convert app error: {e.__class__.__name__} {str(e)}", fg="red"))
+                click.echo(click.style("Convert app error: {} {}".format(e.__class__.__name__, str(e)), fg="red"))

-    click.echo(click.style(f"Conversion complete. Converted {len(proceeded_app_ids)} agent apps.", fg="green"))
+    click.echo(click.style("Conversion complete. Converted {} agent apps.".format(len(proceeded_app_ids)), fg="green"))


@click.command("add-qdrant-index", help="Add Qdrant index.")
@@ -558,12 +556,12 @@ def old_metadata_migration():
        try:
            stmt = (
                select(DatasetDocument)
-                .where(DatasetDocument.doc_metadata.is_not(None))
+                .filter(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 SQLAlchemyError:
-            raise
+        except NotFound:
+            break
        if not documents:
            break
        for document in documents:
@@ -576,7 +574,7 @@ def old_metadata_migration():
                    else:
                        dataset_metadata = (
                            db.session.query(DatasetMetadata)
-                            .where(DatasetMetadata.dataset_id == document.dataset_id, DatasetMetadata.name == key)
+                            .filter(DatasetMetadata.dataset_id == document.dataset_id, DatasetMetadata.name == key)
                            .first()
                        )
                        if not dataset_metadata:
@@ -600,7 +598,7 @@ def old_metadata_migration():
                        else:
                            dataset_metadata_binding = (
                                db.session.query(DatasetMetadataBinding)  # type: ignore
-                                .where(
+                                .filter(
                                    DatasetMetadataBinding.dataset_id == document.dataset_id,
                                    DatasetMetadataBinding.document_id == document.id,
                                    DatasetMetadataBinding.metadata_id == dataset_metadata.id,
@@ -663,7 +661,7 @@ def create_tenant(email: str, language: Optional[str] = None, name: Optional[str

    click.echo(
        click.style(
-            f"Account and tenant created.\nAccount: {email}\nPassword: {new_password}",
+            "Account and tenant created.\nAccount: {}\nPassword: {}".format(email, new_password),
            fg="green",
        )
    )
@@ -704,7 +702,7 @@ 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(sa.text(sql))
+            rs = conn.execute(db.text(sql))

            processed_count = 0
            for i in rs:
@@ -715,7 +713,7 @@ where sites.id is null limit 1000"""
                    continue

                try:
-                    app = db.session.query(App).where(App.id == app_id).first()
+                    app = db.session.query(App).filter(App.id == app_id).first()
                    if not app:
                        print(f"App {app_id} not found")
                        continue
@@ -724,16 +722,16 @@ where sites.id is null limit 1000"""
                    if tenant:
                        accounts = tenant.get_accounts()
                        if not accounts:
-                            print(f"Fix failed for app {app.id}")
+                            print("Fix failed for app {}".format(app.id))
                            continue

                        account = accounts[0]
-                        print(f"Fixing missing site for app {app.id}")
+                        print("Fixing missing site for app {}".format(app.id))
                        app_was_created.send(app, account=account)
                except Exception:
                    failed_app_ids.append(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)
+                    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}")
                    continue

            if not processed_count:
@@ -918,7 +916,7 @@ def clear_orphaned_file_records(force: bool):
        )
        orphaned_message_files = []
        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(query))
+            rs = conn.execute(db.text(query))
            for i in rs:
                orphaned_message_files.append({"id": str(i[0]), "message_id": str(i[1])})

@@ -939,7 +937,7 @@ 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(sa.text(query), {"ids": tuple([record["id"] for record in orphaned_message_files])})
+                conn.execute(db.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")
            )
@@ -956,7 +954,7 @@ 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(sa.text(query))
+                rs = conn.execute(db.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"))
@@ -976,7 +974,7 @@ 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(sa.text(query))
+                    rs = conn.execute(db.text(query))
                for i in rs:
                    all_ids_in_tables.append({"table": ids_table["table"], "id": str(i[0])})
            elif ids_table["type"] == "text":
@@ -991,7 +989,7 @@ def clear_orphaned_file_records(force: bool):
                    f"FROM {ids_table['table']}"
                )
                with db.engine.begin() as conn:
-                    rs = conn.execute(sa.text(query))
+                    rs = conn.execute(db.text(query))
                for i in rs:
                    for j in i[0]:
                        all_ids_in_tables.append({"table": ids_table["table"], "id": j})
@@ -1010,7 +1008,7 @@ def clear_orphaned_file_records(force: bool):
                    f"FROM {ids_table['table']}"
                )
                with db.engine.begin() as conn:
-                    rs = conn.execute(sa.text(query))
+                    rs = conn.execute(db.text(query))
                for i in rs:
                    for j in i[0]:
                        all_ids_in_tables.append({"table": ids_table["table"], "id": j})
@@ -1039,7 +1037,7 @@ 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(sa.text(query), {"ids": tuple(orphaned_files)})
+                conn.execute(db.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
@@ -1109,7 +1107,7 @@ 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(sa.text(query))
+                rs = conn.execute(db.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"))
@@ -1157,184 +1155,3 @@ 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)
@@ -41,7 +41,7 @@ class RemoteSettingsSourceFactory(PydanticBaseSettingsSource):
            case RemoteSettingsSourceName.NACOS:
                remote_source = NacosSettingsSource(current_state)
            case _:
-                logger.warning("Unsupported remote source: %s", remote_source_name)
+                logger.warning(f"Unsupported remote source: {remote_source_name}")
                return {}

        d: dict[str, Any] = {}
@@ -31,15 +31,6 @@ 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",
@@ -246,13 +237,6 @@ class FileAccessConfig(BaseSettings):
        default="",
    )

-    INTERNAL_FILES_URL: str = Field(
-        description="Internal base URL for file access within Docker network,"
-        " used for plugin daemon and internal service communication."
-        " Falls back to FILES_URL if not specified.",
-        default="",
-    )
-
    FILES_ACCESS_TIMEOUT: int = Field(
        description="Expiration time in seconds for file access URLs",
        default=300,
@@ -330,17 +314,17 @@ 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: int = Field(
-        ge=1, description="Maximum connection timeout in seconds for HTTP requests", default=10
-    )
+    HTTP_REQUEST_MAX_CONNECT_TIMEOUT: Annotated[
+        PositiveInt, Field(ge=10, description="Maximum connection timeout in seconds for HTTP requests")
+    ] = 10

-    HTTP_REQUEST_MAX_READ_TIMEOUT: int = Field(
-        ge=1, description="Maximum read timeout in seconds for HTTP requests", default=60
-    )
+    HTTP_REQUEST_MAX_READ_TIMEOUT: Annotated[
+        PositiveInt, Field(ge=60, description="Maximum read timeout in seconds for HTTP requests")
+    ] = 60

-    HTTP_REQUEST_MAX_WRITE_TIMEOUT: int = Field(
-        ge=1, description="Maximum write timeout in seconds for HTTP requests", default=20
-    )
+    HTTP_REQUEST_MAX_WRITE_TIMEOUT: Annotated[
+        PositiveInt, Field(ge=10, description="Maximum write timeout in seconds for HTTP requests")
+    ] = 20

    HTTP_REQUEST_NODE_MAX_BINARY_SIZE: PositiveInt = Field(
        description="Maximum allowed size in bytes for binary data in HTTP requests",
@@ -546,39 +530,6 @@ class WorkflowNodeExecutionConfig(BaseSettings):
    )


-class RepositoryConfig(BaseSettings):
-    """
-    Configuration for repository implementations
-    """
-
-    CORE_WORKFLOW_EXECUTION_REPOSITORY: str = Field(
-        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. 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",
-    )
-
-    API_WORKFLOW_NODE_EXECUTION_REPOSITORY: str = Field(
-        description="Service-layer repository implementation for WorkflowNodeExecutionModel operations. "
-        "Specify as a module path",
-        default="repositories.sqlalchemy_api_workflow_node_execution_repository.DifyAPISQLAlchemyWorkflowNodeExecutionRepository",
-    )
-
-    API_WORKFLOW_RUN_REPOSITORY: str = Field(
-        description="Service-layer repository implementation for WorkflowRun operations. Specify as a module path",
-        default="repositories.sqlalchemy_api_workflow_run_repository.DifyAPISQLAlchemyWorkflowRunRepository",
-    )
-
-
 class AuthConfig(BaseSettings):
    """
    Configuration for authentication and OAuth
@@ -629,16 +580,6 @@ 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):
    """
@@ -838,41 +779,6 @@ 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",
@@ -990,7 +896,6 @@ class FeatureConfig(
    MultiModalTransferConfig,
    PositionConfig,
    RagEtlConfig,
-    RepositoryConfig,
    SecurityConfig,
    ToolConfig,
    UpdateConfig,
@@ -1002,6 +907,5 @@ class FeatureConfig(
    # hosted services config
    HostedServiceConfig,
    CeleryBeatConfig,
-    CeleryScheduleTasksConfig,
 ):
    pass
@@ -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,
@@ -10,7 +10,6 @@ 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
@@ -21,7 +20,6 @@ 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
@@ -54,7 +52,6 @@ class StorageConfig(BaseSettings):
        "aliyun-oss",
        "azure-blob",
        "baidu-obs",
-        "clickzetta-volume",
        "google-storage",
        "huawei-obs",
        "oci-storage",
@@ -64,9 +61,8 @@ class StorageConfig(BaseSettings):
        "local",
    ] = Field(
        description="Type of storage to use."
-        " 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'.",
+        " 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'.",
        default="opendal",
    )

@@ -89,11 +85,6 @@ 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(
@@ -144,8 +135,7 @@ class DatabaseConfig(BaseSettings):
        default="postgresql",
    )

-    @computed_field  # type: ignore[misc]
-    @property
+    @computed_field
    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
@@ -172,11 +162,6 @@ class DatabaseConfig(BaseSettings):
        default=3600,
    )

-    SQLALCHEMY_POOL_USE_LIFO: bool = Field(
-        description="If True, SQLAlchemy will use last-in-first-out way to retrieve connections from pool.",
-        default=False,
-    )
-
    SQLALCHEMY_POOL_PRE_PING: bool = Field(
        description="If True, enables connection pool pre-ping feature to check connections.",
        default=False,
@@ -214,14 +199,13 @@ class DatabaseConfig(BaseSettings):
            "pool_recycle": self.SQLALCHEMY_POOL_RECYCLE,
            "pool_pre_ping": self.SQLALCHEMY_POOL_PRE_PING,
            "connect_args": connect_args,
-            "pool_use_lifo": self.SQLALCHEMY_POOL_USE_LIFO,
        }


 class CeleryConfig(DatabaseConfig):
    CELERY_BACKEND: str = Field(
-        description="Backend for Celery task results. Options: 'database', 'redis', 'rabbitmq'.",
-        default="redis",
+        description="Backend for Celery task results. Options: 'database', 'redis'.",
+        default="database",
    )

    CELERY_BROKER_URL: Optional[str] = Field(
@@ -250,12 +234,11 @@ class CeleryConfig(DatabaseConfig):

    @computed_field
    def CELERY_RESULT_BACKEND(self) -> str | None:
-        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
+        return (
+            "db+{}".format(self.SQLALCHEMY_DATABASE_URI)
+            if self.CELERY_BACKEND == "database"
+            else self.CELERY_BROKER_URL
+        )

    @property
    def BROKER_USE_SSL(self) -> bool:
@@ -308,7 +291,6 @@ class MiddlewareConfig(
    AliyunOSSStorageConfig,
    AzureBlobStorageConfig,
    BaiduOBSStorageConfig,
-    ClickZettaVolumeStorageConfig,
    GoogleCloudStorageConfig,
    HuaweiCloudOBSStorageConfig,
    OCIStorageConfig,
@@ -321,7 +303,6 @@ class MiddlewareConfig(
    VectorStoreConfig,
    AnalyticdbConfig,
    ChromaConfig,
-    ClickzettaConfig,
    HuaweiCloudConfig,
    MilvusConfig,
    MyScaleConfig,
@@ -39,26 +39,6 @@ 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,
@@ -1,65 +0,0 @@
-"""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",
-    )
@@ -1,69 +0,0 @@
-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",
-    )
@@ -1,13 +1,12 @@
 from typing import Optional

-from pydantic import Field, PositiveInt, model_validator
+from pydantic import Field, PositiveInt
 from pydantic_settings import BaseSettings


 class ElasticsearchConfig(BaseSettings):
    """
-    Configuration settings for both self-managed and Elastic Cloud deployments.
-    Can load from environment variables or .env files.
+    Configuration settings for Elasticsearch
    """

    ELASTICSEARCH_HOST: Optional[str] = Field(
@@ -29,50 +28,3 @@ 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
@@ -28,8 +28,3 @@ 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,
-    )
@@ -12,16 +12,6 @@ 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",
@@ -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("get_json_from_net load configs failed, body is %s", body)
+                    logger.error(f"get_json_from_net load configs failed, body is {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 = f"{self.config_url}/notifications/v2"
+            url = "{}/notifications/v2".format(self.config_url)
            params = {
                "appId": self.app_id,
                "cluster": self.cluster,
@@ -222,7 +222,7 @@ class ApolloClient:
                return
            if http_code == 200:
                if not body:
-                    logger.error("_long_poll load configs failed,body is %s", body)
+                    logger.error(f"_long_poll load configs failed,body is {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 = f"{self.config_url}/configs/{self.app_id}/{self.cluster}/{namespace}?ip={self.ip}"
+        url = "{}/configs/{}/{}/{}?ip={}".format(self.config_url, self.app_id, self.cluster, namespace, self.ip)
        try:
            code, body = http_request(url, timeout=3, headers=self._sign_headers(url))
            if code == 200:
                if not body:
-                    logger.error("_do_heart_beat load configs failed,body is %s", body)
+                    logger.error(f"_do_heart_beat load configs failed,body is {body}")
                    return None
                data = json.loads(body)
                if self.last_release_key == data["releaseKey"]:
@@ -24,7 +24,7 @@ def url_encode_wrapper(params):


 def no_key_cache_key(namespace, key):
-    return f"{namespace}{len(namespace)}{key}"
+    return "{}{}{}".format(namespace, len(namespace), key)


 # Returns whether the obtained value is obtained, and None if it does not
@@ -1,7 +1,6 @@
 from configs import dify_config

 HIDDEN_VALUE = "[__HIDDEN__]"
-UNKNOWN_VALUE = "[__UNKNOWN__]"
 UUID_NIL = "00000000-0000-0000-0000-000000000000"

 DEFAULT_FILE_NUMBER_LIMITS = 3
@@ -9,10 +8,10 @@ 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", "webm"]
+VIDEO_EXTENSIONS = ["mp4", "mov", "mpeg", "mpga"]
 VIDEO_EXTENSIONS.extend([ext.upper() for ext in VIDEO_EXTENSIONS])

-AUDIO_EXTENSIONS = ["mp3", "m4a", "wav", "amr", "mpga"]
+AUDIO_EXTENSIONS = ["mp3", "m4a", "wav", "webm", "amr"]
 AUDIO_EXTENSIONS.extend([ext.upper() for ext in AUDIO_EXTENSIONS])


@@ -28,5 +28,5 @@ def supported_language(lang):
    if lang in languages:
        return lang

-    error = f"{lang} is not a valid language."
+    error = "{lang} is not a valid language.".format(lang=lang)
    raise ValueError(error)
@@ -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")
+)
@@ -1,7 +1,5 @@
 from werkzeug.exceptions import HTTPException

-from libs.exception import BaseHTTPException
-

 class FilenameNotExistsError(HTTPException):
    code = 400
@@ -11,27 +9,3 @@ 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
@@ -56,7 +56,6 @@ from .app import (
    conversation,
    conversation_variables,
    generator,
-    mcp_server,
    message,
    model_config,
    ops_trace,
@@ -77,16 +76,22 @@ from .billing import billing, compliance

 # Import datasets controllers
 from .datasets import (
-    data_source,
    datasets,
    datasets_document,
    datasets_segments,
    external,
    hit_testing,
    metadata,
-    upload_file,
    website,
 )
+from .datasets.rag_pipeline import (
+    datasource_auth,
+    datasource_content_preview,
+    rag_pipeline,
+    rag_pipeline_datasets,
+    rag_pipeline_import,
+    rag_pipeline_workflow,
+)

 # Import explore controllers
 from .explore import (
@@ -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).where(App.id == args["app_id"])).scalar_one_or_none()
+        app = db.session.execute(select(App).filter(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).where(RecommendedApp.app_id == args["app_id"])
+                select(RecommendedApp).filter(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).where(RecommendedApp.app_id == str(app_id))
+                select(RecommendedApp).filter(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).where(App.id == recommended_app.app_id)).scalar_one_or_none()
+            app = session.execute(select(App).filter(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).where(
+                select(InstalledApp).filter(
                    InstalledApp.app_id == recommended_app.app_id,
                    InstalledApp.tenant_id != InstalledApp.app_owner_tenant_id,
                )
@@ -61,7 +61,7 @@ class BaseApiKeyListResource(Resource):
        _get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
        keys = (
            db.session.query(ApiToken)
-            .where(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
+            .filter(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)
-            .where(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
+            .filter(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)
-            .where(
+            .filter(
                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).where(ApiToken.id == api_key_id).delete()
+        db.session.query(ApiToken).filter(ApiToken.id == api_key_id).delete()
        db.session.commit()

        return {"result": "success"}, 204
@@ -3,8 +3,9 @@ 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,
@@ -85,7 +86,7 @@ class AnnotationReplyActionStatusApi(Resource):
            raise Forbidden()

        job_id = str(job_id)
-        app_annotation_job_key = f"{action}_app_annotation_job_{str(job_id)}"
+        app_annotation_job_key = "{}_app_annotation_job_{}".format(action, str(job_id))
        cache_result = redis_client.get(app_annotation_job_key)
        if cache_result is None:
            raise ValueError("The job does not exist.")
@@ -93,13 +94,13 @@ class AnnotationReplyActionStatusApi(Resource):
        job_status = cache_result.decode()
        error_msg = ""
        if job_status == "error":
-            app_annotation_error_key = f"{action}_app_annotation_error_{str(job_id)}"
+            app_annotation_error_key = "{}_app_annotation_error_{}".format(action, 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 AnnotationApi(Resource):
+class AnnotationListApi(Resource):
    @setup_required
    @login_required
    @account_initialization_required
@@ -122,6 +123,22 @@ class AnnotationApi(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
@@ -139,48 +156,6 @@ class AnnotationApi(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
@@ -224,15 +199,14 @@ 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")
@@ -249,14 +223,14 @@ class AnnotationBatchImportStatusApi(Resource):
            raise Forbidden()

        job_id = str(job_id)
-        indexing_cache_key = f"app_annotation_batch_import_{str(job_id)}"
+        indexing_cache_key = "app_annotation_batch_import_{}".format(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 = f"app_annotation_batch_import_error_msg_{str(job_id)}"
+            indexing_error_msg_key = "app_annotation_batch_import_error_msg_{}".format(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
@@ -291,7 +265,7 @@ 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(AnnotationApi, "/apps/<uuid:app_id>/annotations")
+api.add_resource(AnnotationListApi, "/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")
@@ -28,12 +28,6 @@ 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
@@ -100,7 +94,7 @@ class AppListApi(Resource):
        """Create app"""
        parser = reqparse.RequestParser()
        parser.add_argument("name", type=str, required=True, location="json")
-        parser.add_argument("description", type=_validate_description_length, location="json")
+        parser.add_argument("description", type=str, 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")
@@ -152,12 +146,11 @@ class AppApi(Resource):

        parser = reqparse.RequestParser()
        parser.add_argument("name", type=str, required=True, nullable=False, location="json")
-        parser.add_argument("description", type=_validate_description_length, location="json")
+        parser.add_argument("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("use_icon_as_answer_icon", type=bool, location="json")
-        parser.add_argument("max_active_requests", type=int, location="json")
        args = parser.parse_args()

        app_service = AppService()
@@ -195,7 +188,7 @@ class AppCopyApi(Resource):

        parser = reqparse.RequestParser()
        parser.add_argument("name", type=str, location="json")
-        parser.add_argument("description", type=_validate_description_length, 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")
@@ -90,11 +90,23 @@ class ChatMessageTextApi(Resource):

            message_id = args.get("message_id", None)
            text = args.get("text", None)
-            voice = args.get("voice", None)
-
-            response = AudioService.transcript_tts(
-                app_model=app_model, text=text, voice=voice, message_id=message_id, is_draft=True
-            )
+            if (
+                app_model.mode in {AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value}
+                and app_model.workflow
+                and app_model.workflow.features_dict
+            ):
+                text_to_speech = app_model.workflow.features_dict.get("text_to_speech")
+                if text_to_speech is None:
+                    raise ValueError("TTS is not enabled")
+                voice = args.get("voice") or text_to_speech.get("voice")
+            else:
+                try:
+                    if app_model.app_model_config is None:
+                        raise ValueError("AppModelConfig not found")
+                    voice = args.get("voice") or app_model.app_model_config.text_to_speech_dict.get("voice")
+                except Exception:
+                    voice = None
+            response = AudioService.transcript_tts(app_model=app_model, text=text, message_id=message_id, voice=voice)
            return response
        except services.errors.app_model_config.AppModelConfigBrokenError:
            logging.exception("App model config broken.")
@@ -1,7 +1,6 @@
 import logging

 import flask_login
-from flask import request
 from flask_restful import Resource, reqparse
 from werkzeug.exceptions import InternalServerError, NotFound

@@ -25,7 +24,6 @@ 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
@@ -117,10 +115,6 @@ 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:
@@ -1,4 +1,4 @@
-from datetime import datetime
+from datetime import UTC, datetime

 import pytz  # pip install pytz
 from flask_login import current_user
@@ -19,7 +19,6 @@ 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
@@ -49,10 +48,10 @@ 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).where(
+            query = query.join(Message, Message.conversation_id == Conversation.id).filter(
                or_(
-                    Message.query.ilike(f"%{args['keyword']}%"),
-                    Message.answer.ilike(f"%{args['keyword']}%"),
+                    Message.query.ilike("%{}%".format(args["keyword"])),
+                    Message.answer.ilike("%{}%".format(args["keyword"])),
                )
            )

@@ -121,7 +120,7 @@ class CompletionConversationDetailApi(Resource):

        conversation = (
            db.session.query(Conversation)
-            .where(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
+            .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
            .first()
        )

@@ -174,14 +173,14 @@ class ChatConversationApi(Resource):
        query = db.select(Conversation).where(Conversation.app_id == app_model.id)

        if args["keyword"]:
-            keyword_filter = f"%{args['keyword']}%"
+            keyword_filter = "%{}%".format(args["keyword"])
            query = (
                query.join(
                    Message,
                    Message.conversation_id == Conversation.id,
                )
                .join(subquery, subquery.c.conversation_id == Conversation.id)
-                .where(
+                .filter(
                    or_(
                        Message.query.ilike(keyword_filter),
                        Message.answer.ilike(keyword_filter),
@@ -286,7 +285,7 @@ class ChatConversationDetailApi(Resource):

        conversation = (
            db.session.query(Conversation)
-            .where(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
+            .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
            .first()
        )

@@ -308,7 +307,7 @@ api.add_resource(ChatConversationDetailApi, "/apps/<uuid:app_id>/chat-conversati
 def _get_conversation(app_model, conversation_id):
    conversation = (
        db.session.query(Conversation)
-        .where(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
+        .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
        .first()
    )

@@ -316,7 +315,7 @@ def _get_conversation(app_model, conversation_id):
        raise NotFound("Conversation Not Exists.")

    if not conversation.read_at:
-        conversation.read_at = naive_utc_now()
+        conversation.read_at = datetime.now(UTC).replace(tzinfo=None)
        conversation.read_account_id = current_user.id
        db.session.commit()

@@ -79,6 +79,18 @@ 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."
@@ -1,4 +1,4 @@
-from collections.abc import Sequence
+import os

 from flask_login import current_user
 from flask_restful import Resource, reqparse
@@ -12,9 +12,6 @@ from controllers.console.app.error import (
 )
 from controllers.console.wraps import account_initialization_required, setup_required
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
-from core.helper.code_executor.code_node_provider import CodeNodeProvider
-from core.helper.code_executor.javascript.javascript_code_provider import JavascriptCodeProvider
-from core.helper.code_executor.python3.python3_code_provider import Python3CodeProvider
 from core.llm_generator.llm_generator import LLMGenerator
 from core.model_runtime.errors.invoke import InvokeError
 from libs.login import login_required
@@ -32,12 +29,15 @@ 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)
@@ -64,12 +64,14 @@ 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)
@@ -112,119 +114,6 @@ class RuleStructuredOutputGenerateApi(Resource):
        return structured_output


-class InstructionGenerateApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def post(self):
-        parser = reqparse.RequestParser()
-        parser.add_argument("flow_id", type=str, required=True, default="", location="json")
-        parser.add_argument("node_id", type=str, required=False, default="", location="json")
-        parser.add_argument("current", type=str, required=False, default="", location="json")
-        parser.add_argument("language", type=str, required=False, default="javascript", location="json")
-        parser.add_argument("instruction", type=str, required=True, nullable=False, location="json")
-        parser.add_argument("model_config", type=dict, required=True, nullable=False, location="json")
-        parser.add_argument("ideal_output", type=str, required=False, default="", location="json")
-        args = parser.parse_args()
-        providers: list[type[CodeNodeProvider]] = [Python3CodeProvider, JavascriptCodeProvider]
-        code_provider: type[CodeNodeProvider] | None = next(
-            (p for p in providers if p.is_accept_language(args["language"])), None
-        )
-        code_template = code_provider.get_default_code() if code_provider else ""
-        try:
-            # Generate from nothing for a workflow node
-            if (args["current"] == code_template or args["current"] == "") and args["node_id"] != "":
-                from models import App, db
-                from services.workflow_service import WorkflowService
-
-                app = db.session.query(App).filter(App.id == args["flow_id"]).first()
-                if not app:
-                    return {"error": f"app {args['flow_id']} not found"}, 400
-                workflow = WorkflowService().get_draft_workflow(app_model=app)
-                if not workflow:
-                    return {"error": f"workflow {args['flow_id']} not found"}, 400
-                nodes: Sequence = workflow.graph_dict["nodes"]
-                node = [node for node in nodes if node["id"] == args["node_id"]]
-                if len(node) == 0:
-                    return {"error": f"node {args['node_id']} not found"}, 400
-                node_type = node[0]["data"]["type"]
-                match node_type:
-                    case "llm":
-                        return LLMGenerator.generate_rule_config(
-                            current_user.current_tenant_id,
-                            instruction=args["instruction"],
-                            model_config=args["model_config"],
-                            no_variable=True,
-                        )
-                    case "agent":
-                        return LLMGenerator.generate_rule_config(
-                            current_user.current_tenant_id,
-                            instruction=args["instruction"],
-                            model_config=args["model_config"],
-                            no_variable=True,
-                        )
-                    case "code":
-                        return LLMGenerator.generate_code(
-                            tenant_id=current_user.current_tenant_id,
-                            instruction=args["instruction"],
-                            model_config=args["model_config"],
-                            code_language=args["language"],
-                        )
-                    case _:
-                        return {"error": f"invalid node type: {node_type}"}
-            if args["node_id"] == "" and args["current"] != "":  # For legacy app without a workflow
-                return LLMGenerator.instruction_modify_legacy(
-                    tenant_id=current_user.current_tenant_id,
-                    flow_id=args["flow_id"],
-                    current=args["current"],
-                    instruction=args["instruction"],
-                    model_config=args["model_config"],
-                    ideal_output=args["ideal_output"],
-                )
-            if args["node_id"] != "" and args["current"] != "":  # For workflow node
-                return LLMGenerator.instruction_modify_workflow(
-                    tenant_id=current_user.current_tenant_id,
-                    flow_id=args["flow_id"],
-                    node_id=args["node_id"],
-                    current=args["current"],
-                    instruction=args["instruction"],
-                    model_config=args["model_config"],
-                    ideal_output=args["ideal_output"],
-                )
-            return {"error": "incompatible parameters"}, 400
-        except ProviderTokenNotInitError as ex:
-            raise ProviderNotInitializeError(ex.description)
-        except QuotaExceededError:
-            raise ProviderQuotaExceededError()
-        except ModelCurrentlyNotSupportError:
-            raise ProviderModelCurrentlyNotSupportError()
-        except InvokeError as e:
-            raise CompletionRequestError(e.description)
-
-
-class InstructionGenerationTemplateApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def post(self) -> dict:
-        parser = reqparse.RequestParser()
-        parser.add_argument("type", type=str, required=True, default=False, location="json")
-        args = parser.parse_args()
-        match args["type"]:
-            case "prompt":
-                from core.llm_generator.prompts import INSTRUCTION_GENERATE_TEMPLATE_PROMPT
-
-                return {"data": INSTRUCTION_GENERATE_TEMPLATE_PROMPT}
-            case "code":
-                from core.llm_generator.prompts import INSTRUCTION_GENERATE_TEMPLATE_CODE
-
-                return {"data": INSTRUCTION_GENERATE_TEMPLATE_CODE}
-            case _:
-                raise ValueError(f"Invalid type: {args['type']}")
-
-
 api.add_resource(RuleGenerateApi, "/rule-generate")
 api.add_resource(RuleCodeGenerateApi, "/rule-code-generate")
 api.add_resource(RuleStructuredOutputGenerateApi, "/rule-structured-output-generate")
-api.add_resource(InstructionGenerateApi, "/instruction-generate")
-api.add_resource(InstructionGenerationTemplateApi, "/instruction-generate/template")
@@ -1,119 +0,0 @@
-import json
-from enum import StrEnum
-
-from flask_login import current_user
-from flask_restful import Resource, marshal_with, reqparse
-from werkzeug.exceptions import NotFound
-
-from controllers.console import api
-from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, setup_required
-from extensions.ext_database import db
-from fields.app_fields import app_server_fields
-from libs.login import login_required
-from models.model import AppMCPServer
-
-
-class AppMCPServerStatus(StrEnum):
-    ACTIVE = "active"
-    INACTIVE = "inactive"
-
-
-class AppMCPServerController(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_app_model
-    @marshal_with(app_server_fields)
-    def get(self, app_model):
-        server = db.session.query(AppMCPServer).where(AppMCPServer.app_id == app_model.id).first()
-        return server
-
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_app_model
-    @marshal_with(app_server_fields)
-    def post(self, app_model):
-        if not current_user.is_editor:
-            raise NotFound()
-        parser = reqparse.RequestParser()
-        parser.add_argument("description", type=str, required=False, location="json")
-        parser.add_argument("parameters", type=dict, required=True, location="json")
-        args = parser.parse_args()
-
-        description = args.get("description")
-        if not description:
-            description = app_model.description or ""
-
-        server = AppMCPServer(
-            name=app_model.name,
-            description=description,
-            parameters=json.dumps(args["parameters"], ensure_ascii=False),
-            status=AppMCPServerStatus.ACTIVE,
-            app_id=app_model.id,
-            tenant_id=current_user.current_tenant_id,
-            server_code=AppMCPServer.generate_server_code(16),
-        )
-        db.session.add(server)
-        db.session.commit()
-        return server
-
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_app_model
-    @marshal_with(app_server_fields)
-    def put(self, app_model):
-        if not current_user.is_editor:
-            raise NotFound()
-        parser = reqparse.RequestParser()
-        parser.add_argument("id", type=str, required=True, location="json")
-        parser.add_argument("description", type=str, required=False, location="json")
-        parser.add_argument("parameters", type=dict, required=True, location="json")
-        parser.add_argument("status", type=str, required=False, location="json")
-        args = parser.parse_args()
-        server = db.session.query(AppMCPServer).where(AppMCPServer.id == args["id"]).first()
-        if not server:
-            raise NotFound()
-
-        description = args.get("description")
-        if description is None:
-            pass
-        elif not description:
-            server.description = app_model.description or ""
-        else:
-            server.description = description
-
-        server.parameters = json.dumps(args["parameters"], ensure_ascii=False)
-        if args["status"]:
-            if args["status"] not in [status.value for status in AppMCPServerStatus]:
-                raise ValueError("Invalid status")
-            server.status = args["status"]
-        db.session.commit()
-        return server
-
-
-class AppMCPServerRefreshController(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @marshal_with(app_server_fields)
-    def get(self, server_id):
-        if not current_user.is_editor:
-            raise NotFound()
-        server = (
-            db.session.query(AppMCPServer)
-            .where(AppMCPServer.id == server_id)
-            .where(AppMCPServer.tenant_id == current_user.current_tenant_id)
-            .first()
-        )
-        if not server:
-            raise NotFound()
-        server.server_code = AppMCPServer.generate_server_code(16)
-        db.session.commit()
-        return server
-
-
-api.add_resource(AppMCPServerController, "/apps/<uuid:app_id>/server")
-api.add_resource(AppMCPServerRefreshController, "/apps/<uuid:server_id>/server/refresh")
@@ -55,7 +55,7 @@ class ChatMessageListApi(Resource):

        conversation = (
            db.session.query(Conversation)
-            .where(Conversation.id == args["conversation_id"], Conversation.app_id == app_model.id)
+            .filter(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)
-                .where(Message.conversation_id == conversation.id, Message.id == args["first_id"])
+                .filter(Message.conversation_id == conversation.id, Message.id == args["first_id"])
                .first()
            )

@@ -74,7 +74,7 @@ class ChatMessageListApi(Resource):

            history_messages = (
                db.session.query(Message)
-                .where(
+                .filter(
                    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)
-                .where(Message.conversation_id == conversation.id)
+                .filter(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)
-                .where(
+                .filter(
                    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).where(MessageAnnotation.app_id == app_model.id).count()
+        count = db.session.query(MessageAnnotation).filter(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).where(Message.id == message_id, Message.app_id == app_model.id).first()
+        message = db.session.query(Message).filter(Message.id == message_id, Message.app_id == app_model.id).first()

        if not message:
            raise NotFound("Message Not Exists.")
@@ -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).where(AppModelConfig.id == app_model.app_model_config_id).first()
+                db.session.query(AppModelConfig).filter(AppModelConfig.id == app_model.app_model_config_id).first()
            )
            if original_app_model_config is None:
                raise ValueError("Original app model config not found")
@@ -1,3 +1,5 @@
+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
@@ -8,7 +10,6 @@ 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

@@ -49,7 +50,7 @@ class AppSite(Resource):
        if not current_user.is_editor:
            raise Forbidden()

-        site = db.session.query(Site).where(Site.app_id == app_model.id).first()
+        site = db.session.query(Site).filter(Site.app_id == app_model.id).first()
        if not site:
            raise NotFound

@@ -76,7 +77,7 @@ class AppSite(Resource):
                setattr(site, attr_name, value)

        site.updated_by = current_user.id
-        site.updated_at = naive_utc_now()
+        site.updated_at = datetime.now(UTC).replace(tzinfo=None)
        db.session.commit()

        return site
@@ -93,14 +94,14 @@ class AppSiteAccessTokenReset(Resource):
        if not current_user.is_admin_or_owner:
            raise Forbidden()

-        site = db.session.query(Site).where(Site.app_id == app_model.id).first()
+        site = db.session.query(Site).filter(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 = naive_utc_now()
+        site.updated_at = datetime.now(UTC).replace(tzinfo=None)
        db.session.commit()

        return site
@@ -2,7 +2,6 @@ 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
@@ -10,11 +9,10 @@ from flask_restful import Resource, reqparse
 from controllers.console import api
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
-from core.app.entities.app_invoke_entities import InvokeFrom
 from extensions.ext_database import db
 from libs.helper import DatetimeString
 from libs.login import login_required
-from models import AppMode, Message
+from models.model import AppMode


 class DailyMessageStatistic(Resource):
@@ -67,7 +65,7 @@ WHERE
        response_data = []

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)
            for i in rs:
                response_data.append({"date": str(i.date), "message_count": i.message_count})

@@ -87,41 +85,46 @@ class DailyConversationStatistic(Resource):
        parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
        args = parser.parse_args()

+        sql_query = """SELECT
+    DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+    COUNT(DISTINCT messages.conversation_id) AS conversation_count
+FROM
+    messages
+WHERE
+    app_id = :app_id"""
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
+
        timezone = pytz.timezone(account.timezone)
        utc_timezone = pytz.utc

-        stmt = (
-            sa.select(
-                sa.func.date(
-                    sa.func.date_trunc("day", sa.text("created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz"))
-                ).label("date"),
-                sa.func.count(sa.distinct(Message.conversation_id)).label("conversation_count"),
-            )
-            .select_from(Message)
-            .where(Message.app_id == app_model.id, Message.invoke_from != InvokeFrom.DEBUGGER.value)
-        )
-
        if args["start"]:
            start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
            start_datetime = start_datetime.replace(second=0)
+
            start_datetime_timezone = timezone.localize(start_datetime)
            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
-            stmt = stmt.where(Message.created_at >= start_datetime_utc)
+
+            sql_query += " AND created_at >= :start"
+            arg_dict["start"] = start_datetime_utc

        if args["end"]:
            end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
            end_datetime = end_datetime.replace(second=0)
+
            end_datetime_timezone = timezone.localize(end_datetime)
            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
-            stmt = stmt.where(Message.created_at < end_datetime_utc)

-        stmt = stmt.group_by("date").order_by("date")
+            sql_query += " AND created_at < :end"
+            arg_dict["end"] = end_datetime_utc
+
+        sql_query += " GROUP BY date ORDER BY date"

        response_data = []
+
        with db.engine.begin() as conn:
-            rs = conn.execute(stmt, {"tz": account.timezone})
-            for row in rs:
-                response_data.append({"date": str(row.date), "conversation_count": row.conversation_count})
+            rs = conn.execute(db.text(sql_query), arg_dict)
+            for i in rs:
+                response_data.append({"date": str(i.date), "conversation_count": i.conversation_count})

        return jsonify({"data": response_data})

@@ -176,7 +179,7 @@ WHERE
        response_data = []

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)
            for i in rs:
                response_data.append({"date": str(i.date), "terminal_count": i.terminal_count})

@@ -234,7 +237,7 @@ WHERE
        response_data = []

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
+            rs = conn.execute(db.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 +313,7 @@ ORDER BY
        response_data = []

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
+            rs = conn.execute(db.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 +376,7 @@ WHERE
        response_data = []

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)
            for i in rs:
                response_data.append(
                    {
@@ -435,7 +438,7 @@ WHERE
        response_data = []

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)
            for i in rs:
                response_data.append({"date": str(i.date), "latency": round(i.latency * 1000, 4)})

@@ -495,7 +498,7 @@ WHERE
        response_data = []

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)
            for i in rs:
                response_data.append({"date": str(i.date), "tps": round(i.tokens_per_second, 4)})

@@ -23,7 +23,6 @@ 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
@@ -186,10 +185,6 @@ 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
@@ -378,10 +373,6 @@ 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,
@@ -68,18 +68,13 @@ def _create_pagination_parser():
    return parser


-def _serialize_variable_type(workflow_draft_var: WorkflowDraftVariable) -> str:
-    value_type = workflow_draft_var.value_type
-    return value_type.exposed_type().value
-
-
 _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(attribute=_serialize_variable_type),
+    "value_type": fields.String,
    "edited": fields.Boolean(attribute=lambda model: model.edited),
    "visible": fields.Boolean,
 }
@@ -95,7 +90,7 @@ _WORKFLOW_DRAFT_ENV_VARIABLE_FIELDS = {
    "name": fields.String,
    "description": fields.String,
    "selector": fields.List(fields.String, attribute=lambda model: model.get_selector()),
-    "value_type": fields.String(attribute=_serialize_variable_type),
+    "value_type": fields.String,
    "edited": fields.Boolean(attribute=lambda model: model.edited),
    "visible": fields.Boolean,
 }
@@ -163,11 +158,11 @@ 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

@@ -401,7 +396,7 @@ class EnvironmentVariableCollectionApi(Resource):
                    "name": v.name,
                    "description": v.description,
                    "selector": v.selector,
-                    "value_type": v.value_type.exposed_type().value,
+                    "value_type": v.value_type.value,
                    "value": v.value,
                    # Do not track edited for env vars.
                    "edited": False,
@@ -2,7 +2,6 @@ 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
@@ -72,7 +71,7 @@ WHERE
        response_data = []

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)
            for i in rs:
                response_data.append({"date": str(i.date), "runs": i.runs})

@@ -134,7 +133,7 @@ WHERE
        response_data = []

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)
            for i in rs:
                response_data.append({"date": str(i.date), "terminal_count": i.terminal_count})

@@ -196,7 +195,7 @@ WHERE
        response_data = []

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)
            for i in rs:
                response_data.append(
                    {
@@ -278,7 +277,7 @@ GROUP BY
        response_data = []

        with db.engine.begin() as conn:
-            rs = conn.execute(sa.text(sql_query), arg_dict)
+            rs = conn.execute(db.text(sql_query), arg_dict)
            for i in rs:
                response_data.append(
                    {"date": str(i.date), "interactions": float(i.interactions.quantize(Decimal("0.01")))}
@@ -11,7 +11,7 @@ from models import App, AppMode
 def _load_app_model(app_id: str) -> Optional[App]:
    app_model = (
        db.session.query(App)
-        .where(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal")
+        .filter(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal")
        .first()
    )
    return app_model
@@ -35,6 +35,8 @@ def get_app_model(view: Optional[Callable] = None, *, mode: Union[AppMode, list[
                raise AppNotFoundError()

            app_mode = AppMode.value_of(app_model.mode)
+            if app_mode == AppMode.CHANNEL:
+                raise AppNotFoundError()

            if mode is not None:
                if isinstance(mode, list):
@@ -1,3 +1,5 @@
+import datetime
+
 from flask import request
 from flask_restful import Resource, reqparse

@@ -5,7 +7,6 @@ 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
@@ -64,7 +65,7 @@ class ActivateApi(Resource):
        account.timezone = args["timezone"]
        account.interface_theme = "light"
        account.status = AccountStatus.ACTIVE.value
-        account.initialized_at = naive_utc_now()
+        account.initialized_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
        db.session.commit()

        token_pair = AccountService.login(account, ip_address=extract_remote_ip(request))
@@ -81,7 +81,7 @@ class OAuthDataSourceBinding(Resource):
                oauth_provider.get_access_token(code)
            except requests.exceptions.HTTPError as e:
                logging.exception(
-                    "An error occurred during the OAuthCallback process with %s: %s", provider, e.response.text
+                    f"An error occurred during the OAuthCallback process with {provider}: {e.response.text}"
                )
                return {"error": "OAuth data source process failed"}, 400

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

        return {"result": "success"}, 200
@@ -27,19 +27,7 @@ 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 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."
+    description = "Too many password reset emails have been sent. Please try again in 1 minutes."
    code = 429


@@ -77,39 +65,3 @@ 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
@@ -1,4 +1,5 @@
 import logging
+from datetime import UTC, datetime
 from typing import Optional

 import requests
@@ -12,7 +13,6 @@ 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("An error occurred during the OAuth process with %s: %s", provider, error_text)
+            logging.exception(f"An error occurred during the OAuth process with {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 = naive_utc_now()
+            account.initialized_at = datetime.now(UTC).replace(tzinfo=None)
            db.session.commit()

        try:
@@ -1,3 +1,4 @@
+import datetime
 import json

 from flask import request
@@ -14,7 +15,6 @@ 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
@@ -30,7 +30,7 @@ class DataSourceApi(Resource):
        # get workspace data source integrates
        data_source_integrates = (
            db.session.query(DataSourceOauthBinding)
-            .where(
+            .filter(
                DataSourceOauthBinding.tenant_id == current_user.current_tenant_id,
                DataSourceOauthBinding.disabled == False,
            )
@@ -88,7 +88,7 @@ class DataSourceApi(Resource):
        if action == "enable":
            if data_source_binding.disabled:
                data_source_binding.disabled = False
-                data_source_binding.updated_at = naive_utc_now()
+                data_source_binding.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                db.session.add(data_source_binding)
                db.session.commit()
            else:
@@ -97,7 +97,7 @@ class DataSourceApi(Resource):
        if action == "disable":
            if not data_source_binding.disabled:
                data_source_binding.disabled = True
-                data_source_binding.updated_at = naive_utc_now()
+                data_source_binding.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
                db.session.add(data_source_binding)
                db.session.commit()
            else:
@@ -171,7 +171,7 @@ class DataSourceNotionApi(Resource):
        page_id = str(page_id)
        with Session(db.engine) as session:
            data_source_binding = session.execute(
-                select(DataSourceOauthBinding).where(
+                select(DataSourceOauthBinding).filter(
                    db.and_(
                        DataSourceOauthBinding.tenant_id == current_user.current_tenant_id,
                        DataSourceOauthBinding.provider == "notion",
@@ -41,7 +41,7 @@ def _validate_name(name):


 def _validate_description_length(description):
-    if description and len(description) > 400:
+    if len(description) > 400:
        raise ValueError("Description cannot exceed 400 characters.")
    return description

@@ -113,7 +113,7 @@ class DatasetListApi(Resource):
        )
        parser.add_argument(
            "description",
-            type=_validate_description_length,
+            type=str,
            nullable=True,
            required=False,
            default="",
@@ -211,6 +211,10 @@ 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
@@ -279,6 +283,15 @@ 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()

@@ -412,7 +425,7 @@ class DatasetIndexingEstimateApi(Resource):
            file_ids = args["info_list"]["file_info_list"]["file_ids"]
            file_details = (
                db.session.query(UploadFile)
-                .where(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id.in_(file_ids))
+                .filter(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id.in_(file_ids))
                .all()
            )

@@ -517,14 +530,14 @@ class DatasetIndexingStatusApi(Resource):
        dataset_id = str(dataset_id)
        documents = (
            db.session.query(Document)
-            .where(Document.dataset_id == dataset_id, Document.tenant_id == current_user.current_tenant_id)
+            .filter(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)
-                .where(
+                .filter(
                    DocumentSegment.completed_at.isnot(None),
                    DocumentSegment.document_id == str(document.id),
                    DocumentSegment.status != "re_segment",
@@ -533,7 +546,7 @@ class DatasetIndexingStatusApi(Resource):
            )
            total_segments = (
                db.session.query(DocumentSegment)
-                .where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                .filter(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
                .count()
            )
            # Create a dictionary with document attributes and additional fields
@@ -568,7 +581,7 @@ class DatasetApiKeyApi(Resource):
    def get(self):
        keys = (
            db.session.query(ApiToken)
-            .where(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
+            .filter(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
            .all()
        )
        return {"items": keys}
@@ -584,7 +597,7 @@ class DatasetApiKeyApi(Resource):

        current_key_count = (
            db.session.query(ApiToken)
-            .where(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
+            .filter(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
            .count()
        )

@@ -620,7 +633,7 @@ class DatasetApiDeleteApi(Resource):

        key = (
            db.session.query(ApiToken)
-            .where(
+            .filter(
                ApiToken.tenant_id == current_user.current_tenant_id,
                ApiToken.type == self.resource_type,
                ApiToken.id == api_key_id,
@@ -631,7 +644,7 @@ class DatasetApiDeleteApi(Resource):
        if key is None:
            flask_restful.abort(404, message="API key not found")

-        db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
+        db.session.query(ApiToken).filter(ApiToken.id == api_key_id).delete()
        db.session.commit()

        return {"result": "success"}, 204
@@ -683,7 +696,6 @@ class DatasetRetrievalSettingApi(Resource):
                | VectorType.HUAWEI_CLOUD
                | VectorType.TENCENT
                | VectorType.MATRIXONE
-                | VectorType.CLICKZETTA
            ):
                return {
                    "retrieval_method": [
@@ -732,7 +744,6 @@ class DatasetRetrievalSettingMockApi(Resource):
                | VectorType.TENCENT
                | VectorType.HUAWEI_CLOUD
                | VectorType.MATRIXONE
-                | VectorType.CLICKZETTA
            ):
                return {
                    "retrieval_method": [
@@ -1,5 +1,7 @@
+import json
 import logging
 from argparse import ArgumentTypeError
+from datetime import UTC, datetime
 from typing import cast

 from flask import request
@@ -48,9 +50,9 @@ 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)
-                .where(DatasetProcessRule.dataset_id == document.dataset_id)
+                .filter(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.where(Document.name.like(search))
+            query = query.filter(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)
-                    .where(
+                    .filter(
                        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)
-                    .where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                    .filter(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)
-                    .where(UploadFile.tenant_id == document.tenant_id, UploadFile.id == file_id)
+                    .filter(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)
-                    .where(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id == file_id)
+                    .filter(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id == file_id)
                    .first()
                )

@@ -568,7 +570,7 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
        for document in documents:
            completed_segments = (
                db.session.query(DocumentSegment)
-                .where(
+                .filter(
                    DocumentSegment.completed_at.isnot(None),
                    DocumentSegment.document_id == str(document.id),
                    DocumentSegment.status != "re_segment",
@@ -577,7 +579,7 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
            )
            total_segments = (
                db.session.query(DocumentSegment)
-                .where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                .filter(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
                .count()
            )
            # Create a dictionary with document attributes and additional fields
@@ -611,7 +613,7 @@ class DocumentIndexingStatusApi(DocumentResource):

        completed_segments = (
            db.session.query(DocumentSegment)
-            .where(
+            .filter(
                DocumentSegment.completed_at.isnot(None),
                DocumentSegment.document_id == str(document_id),
                DocumentSegment.status != "re_segment",
@@ -620,7 +622,7 @@ class DocumentIndexingStatusApi(DocumentResource):
        )
        total_segments = (
            db.session.query(DocumentSegment)
-            .where(DocumentSegment.document_id == str(document_id), DocumentSegment.status != "re_segment")
+            .filter(DocumentSegment.document_id == str(document_id), DocumentSegment.status != "re_segment")
            .count()
        )

@@ -642,7 +644,7 @@ class DocumentIndexingStatusApi(DocumentResource):
        return marshal(document_dict, document_status_fields)


-class DocumentApi(DocumentResource):
+class DocumentDetailApi(DocumentResource):
    METADATA_CHOICES = {"all", "only", "without"}

    @setup_required
@@ -661,7 +663,7 @@ class DocumentApi(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,
@@ -730,6 +732,45 @@ class DocumentApi(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
@@ -753,43 +794,6 @@ class DocumentApi(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
@@ -828,7 +832,7 @@ class DocumentMetadataApi(DocumentResource):
                    document.doc_metadata[key] = value

        document.doc_type = doc_type
-        document.updated_at = naive_utc_now()
+        document.updated_at = datetime.now(UTC).replace(tzinfo=None)
        db.session.commit()

        return {"result": "success", "message": "Document metadata updated."}, 200
@@ -968,7 +972,7 @@ class DocumentRetryApi(DocumentResource):
                    raise DocumentAlreadyFinishedError()
                retry_documents.append(document)
            except Exception:
-                logging.exception("Failed to retry document, document id: %s", document_id)
+                logging.exception(f"Failed to retry document, document id: {document_id}")
                continue
        # retry document
        DocumentService.retry_document(dataset_id, retry_documents)
@@ -1026,6 +1030,41 @@ 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")
@@ -1035,10 +1074,11 @@ 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(DocumentApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>")
+api.add_resource(DocumentDetailApi, "/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")
@@ -1047,3 +1087,6 @@ 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"
+)
@@ -1,5 +1,6 @@
 import uuid

+import pandas as pd
 from flask import request
 from flask_login import current_user
 from flask_restful import Resource, marshal, reqparse
@@ -13,6 +14,8 @@ from controllers.console.datasets.error import (
    ChildChunkDeleteIndexError,
    ChildChunkIndexingError,
    InvalidActionError,
+    NoFileUploadedError,
+    TooManyFilesError,
 )
 from controllers.console.wraps import (
    account_initialization_required,
@@ -29,7 +32,6 @@ 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
@@ -76,7 +78,7 @@ class DatasetDocumentSegmentListApi(Resource):

        query = (
            select(DocumentSegment)
-            .where(
+            .filter(
                DocumentSegment.document_id == str(document_id),
                DocumentSegment.tenant_id == current_user.current_tenant_id,
            )
@@ -84,19 +86,19 @@ class DatasetDocumentSegmentListApi(Resource):
        )

        if status_list:
-            query = query.where(DocumentSegment.status.in_(status_list))
+            query = query.filter(DocumentSegment.status.in_(status_list))

        if hit_count_gte is not None:
-            query = query.where(DocumentSegment.hit_count >= hit_count_gte)
+            query = query.filter(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.where(DocumentSegment.enabled == True)
+                query = query.filter(DocumentSegment.enabled == True)
            elif args["enabled"].lower() == "false":
-                query = query.where(DocumentSegment.enabled == False)
+                query = query.filter(DocumentSegment.enabled == False)

        segments = db.paginate(select=query, page=page, per_page=limit, max_per_page=100, error_out=False)

@@ -182,7 +184,7 @@ class DatasetDocumentSegmentApi(Resource):
                raise ProviderNotInitializeError(ex.description)
        segment_ids = request.args.getlist("segment_id")

-        document_indexing_cache_key = f"document_{document.id}_indexing"
+        document_indexing_cache_key = "document_{}_indexing".format(document.id)
        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")
@@ -283,7 +285,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
        segment_id = str(segment_id)
        segment = (
            db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
            .first()
        )
        if not segment:
@@ -329,7 +331,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
        segment_id = str(segment_id)
        segment = (
            db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
            .first()
        )
        if not segment:
@@ -363,28 +365,37 @@ 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()

-        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.")
-
+        if len(request.files) > 1:
+            raise TooManyFilesError()
        # check file type
-        if not upload_file.name or not upload_file.name.lower().endswith(".csv"):
+        if not file.filename or not file.filename.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 = f"segment_batch_import_{str(job_id)}"
+            indexing_cache_key = "segment_batch_import_{}".format(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), upload_file_id, dataset_id, document_id, current_user.current_tenant_id, current_user.id
+                str(job_id), result, dataset_id, document_id, current_user.current_tenant_id, current_user.id
            )
        except Exception as e:
            return {"error": str(e)}, 500
@@ -395,7 +406,7 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
    @account_initialization_required
    def get(self, job_id):
        job_id = str(job_id)
-        indexing_cache_key = f"segment_batch_import_{job_id}"
+        indexing_cache_key = "segment_batch_import_{}".format(job_id)
        cache_result = redis_client.get(indexing_cache_key)
        if cache_result is None:
            raise ValueError("The job does not exist.")
@@ -425,7 +436,7 @@ class ChildChunkAddApi(Resource):
        segment_id = str(segment_id)
        segment = (
            db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
            .first()
        )
        if not segment:
@@ -482,7 +493,7 @@ class ChildChunkAddApi(Resource):
        segment_id = str(segment_id)
        segment = (
            db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
            .first()
        )
        if not segment:
@@ -529,7 +540,7 @@ class ChildChunkAddApi(Resource):
        segment_id = str(segment_id)
        segment = (
            db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
            .first()
        )
        if not segment:
@@ -575,7 +586,7 @@ class ChildChunkUpdateApi(Resource):
        segment_id = str(segment_id)
        segment = (
            db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
            .first()
        )
        if not segment:
@@ -584,7 +595,7 @@ class ChildChunkUpdateApi(Resource):
        child_chunk_id = str(child_chunk_id)
        child_chunk = (
            db.session.query(ChildChunk)
-            .where(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
+            .filter(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
            .first()
        )
        if not child_chunk:
@@ -624,7 +635,7 @@ class ChildChunkUpdateApi(Resource):
        segment_id = str(segment_id)
        segment = (
            db.session.query(DocumentSegment)
-            .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
            .first()
        )
        if not segment:
@@ -633,7 +644,7 @@ class ChildChunkUpdateApi(Resource):
        child_chunk_id = str(child_chunk_id)
        child_chunk = (
            db.session.query(ChildChunk)
-            .where(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
+            .filter(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
            .first()
        )
        if not child_chunk:
@@ -1,6 +1,36 @@
 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."
@@ -71,3 +101,9 @@ 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
@@ -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=False, location="json")
-        parser.add_argument("name", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("type", type=str, required=True, nullable=True, location="json")
+        parser.add_argument("name", type=str, required=True, nullable=True, 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=False, location="json")
+        parser.add_argument("name", type=str, required=True, nullable=True, 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=False, location="json")
+        parser.add_argument("operation_data", type=list, required=True, nullable=True, location="json")
        args = parser.parse_args()
        metadata_args = MetadataOperationData(**args)

@@ -0,0 +1,197 @@
+from flask import 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.impl.oauth import OAuthHandler
+from extensions.ext_database import db
+from libs.login import login_required
+from models.oauth import DatasourceOauthParamConfig, DatasourceProvider
+from services.datasource_provider_service import DatasourceProviderService
+
+
+class DatasourcePluginOauthApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def get(self):
+        parser = reqparse.RequestParser()
+        parser.add_argument("provider", type=str, required=True, nullable=False, location="args")
+        parser.add_argument("plugin_id", type=str, required=True, nullable=False, location="args")
+        args = parser.parse_args()
+        provider = args["provider"]
+        plugin_id = args["plugin_id"]
+        # Check user role first
+        if not current_user.is_editor:
+            raise Forbidden()
+        # get all plugin oauth configs
+        plugin_oauth_config = (
+            db.session.query(DatasourceOauthParamConfig).filter_by(provider=provider, plugin_id=plugin_id).first()
+        )
+        if not plugin_oauth_config:
+            raise NotFound()
+        oauth_handler = OAuthHandler()
+        redirect_url = (
+            f"{dify_config.CONSOLE_WEB_URL}/oauth/datasource/callback?provider={provider}&plugin_id={plugin_id}"
+        )
+        system_credentials = plugin_oauth_config.system_credentials
+        if system_credentials:
+            system_credentials["redirect_url"] = redirect_url
+        response = oauth_handler.get_authorization_url(
+            current_user.current_tenant.id, current_user.id, plugin_id, provider, system_credentials=system_credentials
+        )
+        return response.model_dump()
+
+
+class DatasourceOauthCallback(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def get(self):
+        parser = reqparse.RequestParser()
+        parser.add_argument("provider", type=str, required=True, nullable=False, location="args")
+        parser.add_argument("plugin_id", type=str, required=True, nullable=False, location="args")
+        args = parser.parse_args()
+        provider = args["provider"]
+        plugin_id = args["plugin_id"]
+        oauth_handler = OAuthHandler()
+        plugin_oauth_config = (
+            db.session.query(DatasourceOauthParamConfig).filter_by(provider=provider, plugin_id=plugin_id).first()
+        )
+        if not plugin_oauth_config:
+            raise NotFound()
+        credentials = oauth_handler.get_credentials(
+            current_user.current_tenant.id,
+            current_user.id,
+            plugin_id,
+            provider,
+            system_credentials=plugin_oauth_config.system_credentials,
+            request=request,
+        )
+        datasource_provider = DatasourceProvider(
+            plugin_id=plugin_id, provider=provider, auth_type="oauth", encrypted_credentials=credentials
+        )
+        db.session.add(datasource_provider)
+        db.session.commit()
+        return redirect(f"{dify_config.CONSOLE_WEB_URL}")
+
+
+class DatasourceAuth(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def post(self):
+        if not current_user.is_editor:
+            raise Forbidden()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument("provider", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("name", type=str, required=False, nullable=False, location="json", default="test")
+        parser.add_argument("plugin_id", type=str, required=True, nullable=False, location="json")
+        parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+
+        datasource_provider_service = DatasourceProviderService()
+
+        try:
+            datasource_provider_service.datasource_provider_credentials_validate(
+                tenant_id=current_user.current_tenant_id,
+                provider=args["provider"],
+                plugin_id=args["plugin_id"],
+                credentials=args["credentials"],
+                name=args["name"],
+            )
+        except CredentialsValidateFailedError as ex:
+            raise ValueError(str(ex))
+
+        return {"result": "success"}, 201
+
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def get(self):
+        parser = reqparse.RequestParser()
+        parser.add_argument("provider", type=str, required=True, nullable=False, location="args")
+        parser.add_argument("plugin_id", type=str, required=True, nullable=False, location="args")
+        args = parser.parse_args()
+        datasource_provider_service = DatasourceProviderService()
+        datasources = datasource_provider_service.get_datasource_credentials(
+            tenant_id=current_user.current_tenant_id, provider=args["provider"], plugin_id=args["plugin_id"]
+        )
+        return {"result": datasources}, 200
+
+
+class DatasourceAuthUpdateDeleteApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def delete(self, auth_id: str):
+        parser = reqparse.RequestParser()
+        parser.add_argument("provider", type=str, required=True, nullable=False, location="args")
+        parser.add_argument("plugin_id", type=str, required=True, nullable=False, location="args")
+        args = parser.parse_args()
+        if not current_user.is_editor:
+            raise Forbidden()
+        datasource_provider_service = DatasourceProviderService()
+        datasource_provider_service.remove_datasource_credentials(
+            tenant_id=current_user.current_tenant_id,
+            auth_id=auth_id,
+            provider=args["provider"],
+            plugin_id=args["plugin_id"],
+        )
+        return {"result": "success"}, 200
+
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def patch(self, auth_id: str):
+        parser = reqparse.RequestParser()
+        parser.add_argument("provider", type=str, required=True, nullable=False, location="args")
+        parser.add_argument("plugin_id", type=str, required=True, nullable=False, location="args")
+        parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json")
+        args = parser.parse_args()
+        if not current_user.is_editor:
+            raise Forbidden()
+        try:
+            datasource_provider_service = DatasourceProviderService()
+            datasource_provider_service.update_datasource_credentials(
+                tenant_id=current_user.current_tenant_id,
+                auth_id=auth_id,
+                provider=args["provider"],
+                plugin_id=args["plugin_id"],
+                credentials=args["credentials"],
+            )
+        except CredentialsValidateFailedError as ex:
+            raise ValueError(str(ex))
+
+        return {"result": "success"}, 201
+
+
+# Import Rag Pipeline
+api.add_resource(
+    DatasourcePluginOauthApi,
+    "/oauth/plugin/datasource",
+)
+api.add_resource(
+    DatasourceOauthCallback,
+    "/oauth/plugin/datasource/callback",
+)
+api.add_resource(
+    DatasourceAuth,
+    "/auth/plugin/datasource",
+)
+
+api.add_resource(
+    DatasourceAuthUpdateDeleteApi,
+    "/auth/plugin/datasource/<string:auth_id>",
+)
@@ -0,0 +1,55 @@
+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")
+        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,
+        )
+        return preview_content, 200
+
+
+api.add_resource(
+    DataSourceContentPreviewApi,
+    "/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/preview",
+)
@@ -0,0 +1,162 @@
+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,
+    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
+    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",
+)
@@ -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")
@@ -0,0 +1,146 @@
+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"),
+            )
+            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",
+)
@@ -1,62 +0,0 @@
-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")
@@ -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 WebsiteCrawlApiRequest, WebsiteCrawlStatusApiRequest, WebsiteService
+from services.website_service import WebsiteService


 class WebsiteCrawlApi(Resource):
@@ -24,16 +24,10 @@ 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()
-
-        # Create typed request and validate
+        WebsiteService.document_create_args_validate(args)
+        # crawl url
        try:
-            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)
+            result = WebsiteService.crawl_url(args)
        except Exception as e:
            raise WebsiteCrawlError(str(e))
        return result, 200
@@ -49,16 +43,9 @@ class WebsiteCrawlStatusApi(Resource):
            "provider", type=str, choices=["firecrawl", "watercrawl", "jinareader"], required=True, location="args"
        )
        args = parser.parse_args()
-
-        # Create typed request and validate
+        # get crawl status
        try:
-            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)
+            result = WebsiteService.get_crawl_status(job_id, args["provider"])
        except Exception as e:
            raise WebsiteCrawlError(str(e))
        return result, 200
@@ -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)
@@ -76,6 +76,30 @@ 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."
@@ -103,7 +127,7 @@ class EducationActivateLimitError(BaseHTTPException):
    code = 429


-class ComplianceRateLimitError(BaseHTTPException):
-    error_code = "compliance_rate_limit"
+class CompilanceRateLimitError(BaseHTTPException):
+    error_code = "compilance_rate_limit"
    description = "Rate limit exceeded for downloading compliance report."
    code = 429
@@ -18,6 +18,7 @@ from controllers.console.app.error import (
 from controllers.console.explore.wraps import InstalledAppResource
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
+from models.model import AppMode
 from services.audio_service import AudioService
 from services.errors.audio import (
    AudioTooLargeServiceError,
@@ -78,9 +79,19 @@ class ChatTextApi(InstalledAppResource):

            message_id = args.get("message_id", None)
            text = args.get("text", None)
-            voice = args.get("voice", None)
-
-            response = AudioService.transcript_tts(app_model=app_model, text=text, voice=voice, message_id=message_id)
+            if (
+                app_model.mode in {AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value}
+                and app_model.workflow
+                and app_model.workflow.features_dict
+            ):
+                text_to_speech = app_model.workflow.features_dict.get("text_to_speech")
+                voice = args.get("voice") or text_to_speech.get("voice")
+            else:
+                try:
+                    voice = args.get("voice") or app_model.app_model_config.text_to_speech_dict.get("voice")
+                except Exception:
+                    voice = None
+            response = AudioService.transcript_tts(app_model=app_model, message_id=message_id, voice=voice, text=text)
            return response
        except services.errors.app_model_config.AppModelConfigBrokenError:
            logging.exception("App model config broken.")
@@ -1,4 +1,5 @@
 import logging
+from datetime import UTC, datetime

 from flask_login import current_user
 from flask_restful import reqparse
@@ -26,7 +27,6 @@ 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 = naive_utc_now()
+        installed_app.last_used_at = datetime.now(UTC).replace(tzinfo=None)
        db.session.commit()

        try:
@@ -111,7 +111,7 @@ class ChatApi(InstalledAppResource):

        args["auto_generate_name"] = False

-        installed_app.last_used_at = naive_utc_now()
+        installed_app.last_used_at = datetime.now(UTC).replace(tzinfo=None)
        db.session.commit()

        try:
@@ -1,4 +1,5 @@
 import logging
+from datetime import UTC, datetime
 from typing import Any

 from flask import request
@@ -12,7 +13,6 @@ 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)
-                .where(and_(InstalledApp.tenant_id == current_tenant_id, InstalledApp.app_id == app_id))
+                .filter(and_(InstalledApp.tenant_id == current_tenant_id, InstalledApp.app_id == app_id))
                .all()
            )
        else:
-            installed_apps = db.session.query(InstalledApp).where(InstalledApp.tenant_id == current_tenant_id).all()
+            installed_apps = db.session.query(InstalledApp).filter(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]] = [
@@ -58,40 +58,23 @@ 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:
-                app_id = installed_app["app"].id
-                webapp_setting = webapp_settings.get(app_id)
-                if not webapp_setting or webapp_setting.access_mode == "sso_verified":
+                webapp_setting = webapp_settings.get(installed_app["app"].id)
+                if not webapp_setting:
                    continue
-                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):
+                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,
+                ):
                    res.append(installed_app)
-
            installed_app_list = res
-            logger.debug("installed_app_list: %s, user_id: %s", installed_app_list, user_id)
+            logger.debug(f"installed_app_list: {installed_app_list}, user_id: {user_id}")

        installed_app_list.sort(
            key=lambda app: (
@@ -111,12 +94,12 @@ 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).where(RecommendedApp.app_id == args["app_id"]).first()
+        recommended_app = db.session.query(RecommendedApp).filter(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).where(App.id == args["app_id"]).first()
+        app = db.session.query(App).filter(App.id == args["app_id"]).first()

        if app is None:
            raise NotFound("App not found")
@@ -126,7 +109,7 @@ class InstalledAppsListApi(Resource):

        installed_app = (
            db.session.query(InstalledApp)
-            .where(and_(InstalledApp.app_id == args["app_id"], InstalledApp.tenant_id == current_tenant_id))
+            .filter(and_(InstalledApp.app_id == args["app_id"], InstalledApp.tenant_id == current_tenant_id))
            .first()
        )

@@ -139,7 +122,7 @@ class InstalledAppsListApi(Resource):
                tenant_id=current_tenant_id,
                app_owner_tenant_id=app.tenant_id,
                is_pinned=False,
-                last_used_at=naive_utc_now(),
+                last_used_at=datetime.now(UTC).replace(tzinfo=None),
            )
            db.session.add(new_installed_app)
            db.session.commit()
@@ -5,6 +5,7 @@ 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,
@@ -28,11 +29,7 @@ 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 (
-    FirstMessageNotExistsError,
-    MessageNotExistsError,
-    SuggestedQuestionsAfterAnswerDisabledError,
-)
+from services.errors.message import MessageNotExistsError, SuggestedQuestionsAfterAnswerDisabledError
 from services.message_service import MessageService


@@ -55,9 +52,9 @@ class MessageListApi(InstalledAppResource):
            return MessageService.pagination_by_first_id(
                app_model, current_user, args["conversation_id"], args["first_id"], args["limit"]
            )
-        except ConversationNotExistsError:
+        except services.errors.conversation.ConversationNotExistsError:
            raise NotFound("Conversation Not Exists.")
-        except FirstMessageNotExistsError:
+        except services.errors.message.FirstMessageNotExistsError:
            raise NotFound("First Message Not Exists.")


@@ -80,7 +77,7 @@ class MessageFeedbackApi(InstalledAppResource):
                rating=args.get("rating"),
                content=args.get("content"),
            )
-        except MessageNotExistsError:
+        except services.errors.message.MessageNotExistsError:
            raise NotFound("Message Not Exists.")

        return {"result": "success"}
@@ -28,7 +28,7 @@ def installed_app_required(view=None):

            installed_app = (
                db.session.query(InstalledApp)
-                .where(
+                .filter(
                    InstalledApp.id == str(installed_app_id), InstalledApp.tenant_id == current_user.current_tenant_id
                )
                .first()
@@ -8,13 +8,7 @@ from werkzeug.exceptions import Forbidden
 import services
 from configs import dify_config
 from constants import DOCUMENT_EXTENSIONS
-from controllers.common.errors import (
-    FilenameNotExistsError,
-    FileTooLargeError,
-    NoFileUploadedError,
-    TooManyFilesError,
-    UnsupportedFileTypeError,
-)
+from controllers.common.errors import FilenameNotExistsError
 from controllers.console.wraps import (
    account_initialization_required,
    cloud_edition_billing_resource_check,
@@ -24,6 +18,13 @@ 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


@@ -48,6 +49,7 @@ 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

@@ -56,7 +58,6 @@ class FileApi(Resource):

        if len(request.files) > 1:
            raise TooManyFilesError()
-        file = request.files["file"]

        if not file.filename:
            raise FilenameNotExistsError
--- a/Show More
+++ b/Show More