chore: remove UP042 ruff rule as it requires preview mode

.devcontainer/Dockerfile

@@ -1,4 +1,4 @@
-FROM mcr.microsoft.com/devcontainers/python:3.12-bookworm
+FROM mcr.microsoft.com/devcontainers/python:3.12
 
 RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \
      && apt-get -y install libgmp-dev libmpfr-dev libmpc-dev

.devcontainer/post_create_command.sh

@@ -1,16 +1,15 @@
 #!/bin/bash
-WORKSPACE_ROOT=$(pwd)
 
 corepack enable
 cd web && pnpm install
 pipx install uv
 
-echo "alias start-api=\"cd $WORKSPACE_ROOT/api && uv run python -m flask run --host 0.0.0.0 --port=5001 --debug\"" >> ~/.bashrc
-echo "alias start-worker=\"cd $WORKSPACE_ROOT/api && uv run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage\"" >> ~/.bashrc
-echo "alias start-web=\"cd $WORKSPACE_ROOT/web && pnpm dev\"" >> ~/.bashrc
-echo "alias start-web-prod=\"cd $WORKSPACE_ROOT/web && pnpm build && pnpm start\"" >> ~/.bashrc
-echo "alias start-containers=\"cd $WORKSPACE_ROOT/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env up -d\"" >> ~/.bashrc
-echo "alias stop-containers=\"cd $WORKSPACE_ROOT/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env down\"" >> ~/.bashrc
+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-web="cd /workspaces/dify/web && pnpm dev"' >> ~/.bashrc
+echo 'alias start-web-prod="cd /workspaces/dify/web && pnpm build && pnpm start"' >> ~/.bashrc
+echo 'alias start-containers="cd /workspaces/dify/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env up -d"' >> ~/.bashrc
+echo 'alias stop-containers="cd /workspaces/dify/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env down"' >> ~/.bashrc
 
 source /home/vscode/.bashrc
 

.github/ISSUE_TEMPLATE/config.yml

@@ -1,8 +1,5 @@
 blank_issues_enabled: false
 contact_links:
-  - name: "\U0001F510 Security Vulnerabilities"
-    url: "https://github.com/langgenius/dify/security/advisories/new"
-    about: Report security vulnerabilities through GitHub Security Advisories to ensure responsible disclosure. 💡 Please do not report security vulnerabilities in public issues.
   - 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.

.github/workflows/autofix.yml

@@ -15,16 +15,14 @@ jobs:
       # Use uv to ensure we have the same ruff version in CI and locally.
       - uses: astral-sh/setup-uv@v6
         with:
-          python-version: "3.11"
+          python-version: "3.12"
       - run: |
           cd api
           uv sync --dev
-          # fmt first to avoid line too long
-          uv run ruff format ..
           # Fix lint errors
           uv run ruff check --fix .
           # Format code
-          uv run ruff format ..
+          uv run ruff format .
 
       - name: ast-grep
         run: |

.github/workflows/build-push.yml

@@ -8,7 +8,6 @@ on:
       - "deploy/enterprise"
       - "build/**"
       - "release/e-*"
-      - "hotfix/**"
     tags:
       - "*"
 

.github/workflows/deploy-dev.yml

@@ -12,13 +12,12 @@ jobs:
   deploy:
     runs-on: ubuntu-latest
     if: |
-      github.event.workflow_run.conclusion == 'success' &&
-      github.event.workflow_run.head_branch == 'deploy/dev'
+      github.event.workflow_run.conclusion == 'success'
     steps:
       - name: Deploy to server
         uses: appleboy/ssh-action@v0.1.8
         with:
-          host: ${{ secrets.RAG_SSH_HOST }}
+          host: ${{ secrets.SSH_HOST }}
           username: ${{ secrets.SSH_USER }}
           key: ${{ secrets.SSH_PRIVATE_KEY }}
           script: |

.github/workflows/style.yml

@@ -12,6 +12,7 @@ permissions:
   statuses: write
   contents: read
 
+
 jobs:
   python-style:
     name: Python Style
@@ -43,10 +44,6 @@ jobs:
         if: steps.changed-files.outputs.any_changed == 'true'
         run: uv sync --project api --dev
 
-      - name: Run Import Linter
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: uv run --directory api --dev lint-imports
-
       - name: Run Basedpyright Checks
         if: steps.changed-files.outputs.any_changed == 'true'
         run: dev/basedpyright-check
@@ -102,6 +99,7 @@ jobs:
         working-directory: ./web
         run: |
           pnpm run lint
+          pnpm run eslint
 
   docker-compose-template:
     name: Docker Compose Template

.gitignore

@@ -230,8 +230,4 @@ api/.env.backup
 
 # Benchmark
 scripts/stress-test/setup/config/
-scripts/stress-test/reports/
-
-# mcp
-.playwright-mcp/
-.serena/
+scripts/stress-test/reports/

AGENTS.md

@@ -1,54 +0,0 @@
-# AGENTS.md
-
-## 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 is split into:
-
-- **Backend API** (`/api`): Python Flask application organized with Domain-Driven Design
-- **Frontend Web** (`/web`): Next.js 15 application using TypeScript and React 19
-- **Docker deployment** (`/docker`): Containerized deployment configurations
-
-## Backend Workflow
-
-- Run backend CLI commands through `uv run --project api <command>`.
-
-- Backend QA gate requires passing `make lint`, `make type-check`, and `uv run --project api --dev dev/pytest/pytest_unit_tests.sh` before review.
-
-- Use Makefile targets for linting and formatting; `make lint` and `make type-check` cover the required checks.
-
-- Integration tests are CI-only and are not expected to run in the local environment.
-
-## Frontend Workflow
-
-```bash
-cd web
-pnpm lint
-pnpm lint:fix
-pnpm test
-```
-
-## Testing & Quality Practices
-
-- Follow TDD: red → green → refactor.
-- Use `pytest` for backend tests with Arrange-Act-Assert structure.
-- Enforce strong typing; avoid `Any` and prefer explicit type annotations.
-- Write self-documenting code; only add comments that explain intent.
-
-## Language Style
-
-- **Python**: Keep type hints on functions and attributes, and implement relevant special methods (e.g., `__repr__`, `__str__`).
-- **TypeScript**: Use the strict config, lean on ESLint + Prettier workflows, and avoid `any` types.
-
-## General Practices
-
-- Prefer editing existing files; add new documentation only when requested.
-- Inject dependencies through constructors and preserve clean architecture boundaries.
-- Handle errors with domain-specific exceptions at the correct layer.
-
-## Project Conventions
-
-- Backend architecture adheres to DDD and Clean Architecture principles.
-- Async work runs through Celery with Redis as the broker.
-- Frontend user-facing strings must use `web/i18n/en-US/`; avoid hardcoded text.

AGENTS.md

@@ -0,0 +1 @@
+CLAUDE.md

CLAUDE.md

@@ -1 +0,0 @@
-AGENTS.md

CLAUDE.md

@@ -0,0 +1,89 @@
+# 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 --directory api basedpyright         # 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/`
+1. Add service logic in `/api/services/`
+1. Update routes in controller's `__init__.py`
+1. Write tests in `/api/tests/`
+
+## Project-Specific Conventions
+
+- All async tasks use Celery with Redis as broker
+- **Internationalization**: Frontend supports multiple languages with English (`web/i18n/en-US/`) as the source. All user-facing text must use i18n keys, no hardcoded strings. Edit corresponding module files in `en-US/` directory for translations.

CONTRIBUTING_CN.md

@@ -6,7 +6,7 @@
 
 本指南和 Dify 一样在不断完善中。如果有任何滞后于项目实际情况的地方，恳请谅解，我们也欢迎任何改进建议。
 
-关于许可证，请花一分钟阅读我们简短的[许可和贡献者协议](../../LICENSE)。同时也请遵循社区[行为准则](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)。
+关于许可证，请花一分钟阅读我们简短的[许可和贡献者协议](./LICENSE)。同时也请遵循社区[行为准则](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)。
 
 ## 开始之前
 

CONTRIBUTING_DE.md

@@ -6,7 +6,7 @@ Wir müssen wendig sein und schnell liefern, aber wir möchten auch sicherstelle
 
 Dieser Leitfaden ist, wie Dify selbst, in ständiger Entwicklung. Wir sind dankbar für Ihr Verständnis, falls er manchmal hinter dem eigentlichen Projekt zurückbleibt, und begrüßen jedes Feedback zur Verbesserung.
 
-Bitte nehmen Sie sich einen Moment Zeit, um unsere [Lizenz- und Mitwirkungsvereinbarung](../../LICENSE) zu lesen. Die Community hält sich außerdem an den [Verhaltenskodex](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
+Bitte nehmen Sie sich einen Moment Zeit, um unsere [Lizenz- und Mitwirkungsvereinbarung](./LICENSE) zu lesen. Die Community hält sich außerdem an den [Verhaltenskodex](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
 
 ## Bevor Sie loslegen
 

CONTRIBUTING_ES.md

@@ -6,7 +6,7 @@ Necesitamos ser ágiles y enviar rápidamente dado donde estamos, pero también
 
 Esta guía, como Dify mismo, es un trabajo en constante progreso. Agradecemos mucho tu comprensión si a veces se queda atrás del proyecto real, y damos la bienvenida a cualquier comentario para que podamos mejorar.
 
-En términos de licencia, por favor tómate un minuto para leer nuestro breve [Acuerdo de Licencia y Colaborador](../../LICENSE). La comunidad también se adhiere al [código de conducta](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
+En términos de licencia, por favor tómate un minuto para leer nuestro breve [Acuerdo de Licencia y Colaborador](./LICENSE). La comunidad también se adhiere al [código de conducta](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
 
 ## Antes de empezar
 

CONTRIBUTING_FR.md

@@ -6,7 +6,7 @@ Nous devons être agiles et livrer rapidement compte tenu de notre position, mai
 
 Ce guide, comme Dify lui-même, est un travail en constante évolution. Nous apprécions grandement votre compréhension si parfois il est en retard par rapport au projet réel, et nous accueillons tout commentaire pour nous aider à nous améliorer.
 
-En termes de licence, veuillez prendre une minute pour lire notre bref [Accord de Licence et de Contributeur](../../LICENSE). La communauté adhère également au [code de conduite](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
+En termes de licence, veuillez prendre une minute pour lire notre bref [Accord de Licence et de Contributeur](./LICENSE). La communauté adhère également au [code de conduite](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
 
 ## Avant de vous lancer
 

CONTRIBUTING_JA.md

@@ -6,7 +6,7 @@ Difyに貢献しようとお考えですか？素晴らしいですね。私た
 
 このガイドは、Dify自体と同様に、常に進化し続けています。実際のプロジェクトの進行状況と多少のずれが生じる場合もございますが、ご理解いただけますと幸いです。改善のためのフィードバックも歓迎いたします。
 
-ライセンスについては、[ライセンスと貢献者同意書](../../LICENSE)をご一読ください。また、コミュニティは[行動規範](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)に従っています。
+ライセンスについては、[ライセンスと貢献者同意書](./LICENSE)をご一読ください。また、コミュニティは[行動規範](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)に従っています。
 
 ## 始める前に
 

CONTRIBUTING_KR.md

@@ -6,7 +6,7 @@ Dify에 기여하려고 하시는군요 - 정말 멋집니다, 당신이 무엇
 
 이 가이드는 Dify 자체와 마찬가지로 끊임없이 진행 중인 작업입니다. 때로는 실제 프로젝트보다 뒤처질 수 있다는 점을 이해해 주시면 감사하겠으며, 개선을 위한 피드백은 언제든지 환영합니다.
 
-라이센스 측면에서, 간략한 [라이센스 및 기여자 동의서](../../LICENSE)를 읽어보는 시간을 가져주세요. 커뮤니티는 또한 [행동 강령](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)을 준수합니다.
+라이센스 측면에서, 간략한 [라이센스 및 기여자 동의서](./LICENSE)를 읽어보는 시간을 가져주세요. 커뮤니티는 또한 [행동 강령](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)을 준수합니다.
 
 ## 시작하기 전에
 

CONTRIBUTING_PT.md

@@ -6,7 +6,7 @@ Precisamos ser ágeis e entregar rapidamente considerando onde estamos, mas tamb
 
 Este guia, como o próprio Dify, é um trabalho em constante evolução. Agradecemos muito a sua compreensão se às vezes ele ficar atrasado em relação ao projeto real, e damos as boas-vindas a qualquer feedback para que possamos melhorar.
 
-Em termos de licenciamento, por favor, dedique um minuto para ler nosso breve [Acordo de Licença e Contribuidor](../../LICENSE). A comunidade também adere ao [código de conduta](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
+Em termos de licenciamento, por favor, dedique um minuto para ler nosso breve [Acordo de Licença e Contribuidor](./LICENSE). A comunidade também adere ao [código de conduta](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
 
 ## Antes de começar
 

CONTRIBUTING_TR.md

@@ -6,7 +6,7 @@ Bulunduğumuz noktada çevik olmamız ve hızlı hareket etmemiz gerekiyor, anca
 
 Bu rehber, Dify'ın kendisi gibi, sürekli gelişen bir çalışmadır. Bazen gerçek projenin gerisinde kalırsa anlayışınız için çok minnettarız ve gelişmemize yardımcı olacak her türlü geri bildirimi memnuniyetle karşılıyoruz.
 
-Lisanslama konusunda, lütfen kısa [Lisans ve Katkıda Bulunan Anlaşmamızı](../../LICENSE) okumak için bir dakikanızı ayırın. Topluluk ayrıca [davranış kurallarına](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md) da uyar.
+Lisanslama konusunda, lütfen kısa [Lisans ve Katkıda Bulunan Anlaşmamızı](./LICENSE) okumak için bir dakikanızı ayırın. Topluluk ayrıca [davranış kurallarına](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md) da uyar.
 
 ## Başlamadan Önce
 

CONTRIBUTING_TW.md

@@ -6,7 +6,7 @@
 
 這份指南與 Dify 一樣，都在持續完善中。如果指南內容有落後於實際專案的情況，還請見諒，也歡迎提供改進建議。
 
-關於授權部分，請花點時間閱讀我們簡短的[授權和貢獻者協議](../../LICENSE)。社群也需遵守[行為準則](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)。
+關於授權部分，請花點時間閱讀我們簡短的[授權和貢獻者協議](./LICENSE)。社群也需遵守[行為準則](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)。
 
 ## 開始之前
 

CONTRIBUTING_VI.md

@@ -6,7 +6,7 @@ Chúng tôi cần phải nhanh nhẹn và triển khai nhanh chóng, nhưng cũn
 
 Hướng dẫn này, giống như Dify, đang được phát triển liên tục. Chúng tôi rất cảm kích sự thông cảm của bạn nếu đôi khi nó chưa theo kịp dự án thực tế, và hoan nghênh mọi phản hồi để cải thiện.
 
-Về giấy phép, vui lòng dành chút thời gian đọc [Thỏa thuận Cấp phép và Người đóng góp](../../LICENSE) ngắn gọn của chúng tôi. Cộng đồng cũng tuân theo [quy tắc ứng xử](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
+Về giấy phép, vui lòng dành chút thời gian đọc [Thỏa thuận Cấp phép và Người đóng góp](./LICENSE) ngắn gọn của chúng tôi. Cộng đồng cũng tuân theo [quy tắc ứng xử](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
 
 ## Trước khi bắt đầu
 

Makefile

@@ -26,6 +26,7 @@ prepare-web:
 	@echo "🌐 Setting up web environment..."
 	@cp -n web/.env.example web/.env 2>/dev/null || echo "Web .env already exists"
 	@cd web && pnpm install
+	@cd web && pnpm build
 	@echo "✅ Web environment prepared (not started)"
 
 # Step 3: Prepare API environment
@@ -60,9 +61,8 @@ check:
 	@echo "✅ Code check complete"
 
 lint:
-	@echo "🔧 Running ruff format, check with fixes, and import linter..."
-	@uv run --project api --dev sh -c 'ruff format ./api && ruff check --fix ./api'
-	@uv run --directory api --dev lint-imports
+	@echo "🔧 Running ruff format and check with fixes..."
+	@uv run --directory api --dev sh -c 'ruff format ./api && ruff check --fix ./api'
 	@echo "✅ Linting complete"
 
 type-check:

README.md

@@ -40,18 +40,18 @@
 
 <p align="center">
   <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="./docs/zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="./docs/zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="./docs/ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="./docs/es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="./docs/fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="./docs/tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./docs/ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./docs/ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./docs/tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./docs/vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="./docs/de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="./docs/bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README_TW.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_DE.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
+  <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.

README_AR.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -35,19 +35,17 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 <div style="text-align: right;">
@@ -99,7 +97,7 @@
 
 </br>
 
-أسهل طريقة لبدء تشغيل خادم Dify هي تشغيل ملف [docker-compose.yml](../../docker/docker-compose.yaml) الخاص بنا. قبل تشغيل أمر التثبيت، تأكد من تثبيت [Docker](https://docs.docker.com/get-docker/) و [Docker Compose](https://docs.docker.com/compose/install/) على جهازك:
+أسهل طريقة لبدء تشغيل خادم Dify هي تشغيل ملف [docker-compose.yml](docker/docker-compose.yaml) الخاص بنا. قبل تشغيل أمر التثبيت، تأكد من تثبيت [Docker](https://docs.docker.com/get-docker/) و [Docker Compose](https://docs.docker.com/compose/install/) على جهازك:
 
 ```bash
 cd docker
@@ -113,7 +111,7 @@ docker compose up -d
 
 ## الخطوات التالية
 
-إذا كنت بحاجة إلى تخصيص الإعدادات، فيرجى الرجوع إلى التعليقات في ملف [.env.example](../../docker/.env.example) وتحديث القيم المقابلة في ملف `.env`. بالإضافة إلى ذلك، قد تحتاج إلى إجراء تعديلات على ملف `docker-compose.yaml` نفسه، مثل تغيير إصدارات الصور أو تعيينات المنافذ أو نقاط تحميل وحدات التخزين، بناءً على بيئة النشر ومتطلباتك الخاصة. بعد إجراء أي تغييرات، يرجى إعادة تشغيل `docker-compose up -d`. يمكنك العثور على قائمة كاملة بمتغيرات البيئة المتاحة [هنا](https://docs.dify.ai/getting-started/install-self-hosted/environments).
+إذا كنت بحاجة إلى تخصيص الإعدادات، فيرجى الرجوع إلى التعليقات في ملف [.env.example](docker/.env.example) وتحديث القيم المقابلة في ملف `.env`. بالإضافة إلى ذلك، قد تحتاج إلى إجراء تعديلات على ملف `docker-compose.yaml` نفسه، مثل تغيير إصدارات الصور أو تعيينات المنافذ أو نقاط تحميل وحدات التخزين، بناءً على بيئة النشر ومتطلباتك الخاصة. بعد إجراء أي تغييرات، يرجى إعادة تشغيل `docker-compose up -d`. يمكنك العثور على قائمة كاملة بمتغيرات البيئة المتاحة [هنا](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 يوجد مجتمع خاص بـ [Helm Charts](https://helm.sh/) وملفات YAML التي تسمح بتنفيذ Dify على Kubernetes للنظام من الإيجابيات العلوية.
 
@@ -187,4 +185,12 @@ docker compose up -d
 
 ## الرخصة
 
-هذا المستودع متاح تحت [رخصة البرنامج الحر Dify](../../LICENSE)، والتي تعتبر بشكل أساسي Apache 2.0 مع بعض القيود الإضافية.
+هذا المستودع متاح تحت [رخصة البرنامج الحر Dify](LICENSE)، والتي تعتبر بشكل أساسي Apache 2.0 مع بعض القيود الإضافية.
+
+## الكشف عن الأمان
+
+لحماية خصوصيتك، يرجى تجنب نشر مشكلات الأمان على GitHub. بدلاً من ذلك، أرسل أسئلتك إلى <security@dify.ai> وسنقدم لك إجابة أكثر تفصيلاً.
+
+## الرخصة
+
+هذا المستودع متاح تحت [رخصة البرنامج الحر Dify](LICENSE)، والتي تعتبر بشكل أساسي Apache 2.0 مع بعض القيود الإضافية.

README_BN.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">ডিফাই ওয়ার্কফ্লো ফাইল আপলোড পরিচিতি: গুগল নোটবুক-এলএম পডকাস্ট পুনর্নির্মাণ</a>
@@ -39,19 +39,18 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_DE.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 ডিফাই একটি ওপেন-সোর্স LLM অ্যাপ ডেভেলপমেন্ট প্ল্যাটফর্ম। এটি ইন্টুইটিভ ইন্টারফেস, এজেন্টিক AI ওয়ার্কফ্লো, RAG পাইপলাইন, এজেন্ট ক্যাপাবিলিটি, মডেল ম্যানেজমেন্ট, মনিটরিং সুবিধা এবং আরও অনেক কিছু একত্রিত করে, যা দ্রুত প্রোটোটাইপ থেকে প্রোডাকশন পর্যন্ত নিয়ে যেতে সহায়তা করে।
@@ -65,7 +64,7 @@
 
 </br>
 
-ডিফাই সার্ভার চালু করার সবচেয়ে সহজ উপায় [docker compose](../../docker/docker-compose.yaml) মাধ্যমে। নিম্নলিখিত কমান্ডগুলো ব্যবহার করে ডিফাই চালানোর আগে, নিশ্চিত করুন যে আপনার মেশিনে [Docker](https://docs.docker.com/get-docker/) এবং [Docker Compose](https://docs.docker.com/compose/install/) ইনস্টল করা আছে :
+ডিফাই সার্ভার চালু করার সবচেয়ে সহজ উপায় [docker compose](docker/docker-compose.yaml) মাধ্যমে। নিম্নলিখিত কমান্ডগুলো ব্যবহার করে ডিফাই চালানোর আগে, নিশ্চিত করুন যে আপনার মেশিনে [Docker](https://docs.docker.com/get-docker/) এবং [Docker Compose](https://docs.docker.com/compose/install/) ইনস্টল করা আছে :
 
 ```bash
 cd dify
@@ -129,7 +128,7 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন
 
 ## Advanced Setup
 
-যদি আপনার কনফিগারেশনটি কাস্টমাইজ করার প্রয়োজন হয়, তাহলে অনুগ্রহ করে আমাদের [.env.example](../../docker/.env.example) ফাইল দেখুন এবং আপনার `.env` ফাইলে সংশ্লিষ্ট মানগুলি আপডেট করুন। এছাড়াও, আপনার নির্দিষ্ট এনভায়রনমেন্ট এবং প্রয়োজনীয়তার উপর ভিত্তি করে আপনাকে `docker-compose.yaml` ফাইলে সমন্বয় করতে হতে পারে, যেমন ইমেজ ভার্সন পরিবর্তন করা, পোর্ট ম্যাপিং করা, অথবা ভলিউম মাউন্ট করা।
+যদি আপনার কনফিগারেশনটি কাস্টমাইজ করার প্রয়োজন হয়, তাহলে অনুগ্রহ করে আমাদের [.env.example](docker/.env.example) ফাইল দেখুন এবং আপনার `.env` ফাইলে সংশ্লিষ্ট মানগুলি আপডেট করুন। এছাড়াও, আপনার নির্দিষ্ট এনভায়রনমেন্ট এবং প্রয়োজনীয়তার উপর ভিত্তি করে আপনাকে `docker-compose.yaml` ফাইলে সমন্বয় করতে হতে পারে, যেমন ইমেজ ভার্সন পরিবর্তন করা, পোর্ট ম্যাপিং করা, অথবা ভলিউম মাউন্ট করা।
 যেকোনো পরিবর্তন করার পর, অনুগ্রহ করে `docker-compose up -d` পুনরায় চালান। ভেরিয়েবলের সম্পূর্ণ তালিকা [এখানে] (https://docs.dify.ai/getting-started/install-self-hosted/environments) খুঁজে পেতে পারেন।
 
 যদি আপনি একটি হাইলি এভেইলেবল সেটআপ কনফিগার করতে চান, তাহলে কমিউনিটি [Helm Charts](https://helm.sh/) এবং YAML ফাইল রয়েছে যা Dify কে Kubernetes-এ ডিপ্লয় করার প্রক্রিয়া বর্ণনা করে।
@@ -176,7 +175,7 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন
 
 ## Contributing
 
-যারা কোড অবদান রাখতে চান, তাদের জন্য আমাদের [অবদান নির্দেশিকা](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) দেখুন।
+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।
@@ -204,4 +203,4 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন
 
 ## লাইসেন্স
 
-এই রিপোজিটরিটি [ডিফাই ওপেন সোর্স লাইসেন্স](../../LICENSE) এর অধিনে , যা মূলত অ্যাপাচি ২.০, তবে কিছু অতিরিক্ত বিধিনিষেধ রয়েছে।
+এই রিপোজিটরিটি [ডিফাই ওপেন সোর্স লাইসেন্স](LICENSE) এর অধিনে , যা মূলত অ্যাপাচি ২.০, তবে কিছু অতিরিক্ত বিধিনিষেধ রয়েছে।

README_CN.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <div align="center">
   <a href="https://cloud.dify.ai">Dify 云服务</a> ·
@@ -35,19 +35,17 @@
 </p>
 
 <div align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </div>
 
 # 
@@ -113,7 +111,7 @@ Dify 是一个开源的 LLM 应用开发平台。其直观的界面结合了 AI
 
 ### 快速启动
 
-启动 Dify 服务器的最简单方法是运行我们的 [docker-compose.yml](../../docker/docker-compose.yaml) 文件。在运行安装命令之前，请确保您的机器上安装了 [Docker](https://docs.docker.com/get-docker/) 和 [Docker Compose](https://docs.docker.com/compose/install/)：
+启动 Dify 服务器的最简单方法是运行我们的 [docker-compose.yml](docker/docker-compose.yaml) 文件。在运行安装命令之前，请确保您的机器上安装了 [Docker](https://docs.docker.com/get-docker/) 和 [Docker Compose](https://docs.docker.com/compose/install/)：
 
 ```bash
 cd docker
@@ -125,7 +123,7 @@ docker compose up -d
 
 ### 自定义配置
 
-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。
+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
 
@@ -182,7 +180,7 @@ docker compose up -d
 
 ## Contributing
 
-对于那些想要贡献代码的人，请参阅我们的[贡献指南](./CONTRIBUTING.md)。
+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_CN.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。
@@ -198,7 +196,7 @@ docker compose up -d
 我们欢迎您为 Dify 做出贡献，以帮助改善 Dify。包括：提交代码、问题、新想法，或分享您基于 Dify 创建的有趣且有用的 AI 应用程序。同时，我们也欢迎您在不同的活动、会议和社交媒体上分享 Dify。
 
 - [GitHub Discussion](https://github.com/langgenius/dify/discussions). 👉：分享您的应用程序并与社区交流。
-- [GitHub Issues](https://github.com/langgenius/dify/issues)。👉：使用 Dify.AI 时遇到的错误和问题，请参阅[贡献指南](./CONTRIBUTING.md)。
+- [GitHub Issues](https://github.com/langgenius/dify/issues)。👉：使用 Dify.AI 时遇到的错误和问题，请参阅[贡献指南](CONTRIBUTING.md)。
 - [电子邮件支持](mailto:hello@dify.ai?subject=%5BGitHub%5DQuestions%20About%20Dify)。👉：关于使用 Dify.AI 的问题。
 - [Discord](https://discord.gg/FngNHpbcY7)。👉：分享您的应用程序并与社区交流。
 - [X(Twitter)](https://twitter.com/dify_ai)。👉：分享您的应用程序并与社区交流。
@@ -210,4 +208,4 @@ docker compose up -d
 
 ## License
 
-本仓库遵循 [Dify Open Source License](../../LICENSE) 开源协议，该许可证本质上是 Apache 2.0，但有一些额外的限制。
+本仓库遵循 [Dify Open Source License](LICENSE) 开源协议，该许可证本质上是 Apache 2.0，但有一些额外的限制。

README_DE.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Einführung in Dify Workflow File Upload: Google NotebookLM Podcast nachbilden</a>
@@ -39,19 +39,18 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_DE.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify ist eine Open-Source-Plattform zur Entwicklung von LLM-Anwendungen. Ihre intuitive Benutzeroberfläche vereint agentenbasierte KI-Workflows, RAG-Pipelines, Agentenfunktionen, Modellverwaltung, Überwachungsfunktionen und mehr, sodass Sie schnell von einem Prototyp in die Produktion übergehen können.
@@ -65,7 +64,7 @@ Dify ist eine Open-Source-Plattform zur Entwicklung von LLM-Anwendungen. Ihre in
 
 </br>
 
-Der einfachste Weg, den Dify-Server zu starten, ist über [docker compose](../../docker/docker-compose.yaml). Stellen Sie vor dem Ausführen von Dify mit den folgenden Befehlen sicher, dass [Docker](https://docs.docker.com/get-docker/) und [Docker Compose](https://docs.docker.com/compose/install/) auf Ihrem System installiert sind:
+Der einfachste Weg, den Dify-Server zu starten, ist über [docker compose](docker/docker-compose.yaml). Stellen Sie vor dem Ausführen von Dify mit den folgenden Befehlen sicher, dass [Docker](https://docs.docker.com/get-docker/) und [Docker Compose](https://docs.docker.com/compose/install/) auf Ihrem System installiert sind:
 
 ```bash
 cd dify
@@ -128,7 +127,7 @@ Star Dify auf GitHub und lassen Sie sich sofort über neue Releases benachrichti
 
 ## Erweiterte Einstellungen
 
-Falls Sie die Konfiguration anpassen müssen, lesen Sie bitte die Kommentare in unserer [.env.example](../../docker/.env.example)-Datei und aktualisieren Sie die entsprechenden Werte in Ihrer `.env`-Datei. Zusätzlich müssen Sie eventuell Anpassungen an der `docker-compose.yaml`-Datei vornehmen, wie zum Beispiel das Ändern von Image-Versionen, Portzuordnungen oder Volumen-Mounts, je nach Ihrer spezifischen Einsatzumgebung und Ihren Anforderungen. Nachdem Sie Änderungen vorgenommen haben, starten Sie `docker-compose up -d` erneut. Eine vollständige Liste der verfügbaren Umgebungsvariablen finden Sie [hier](https://docs.dify.ai/getting-started/install-self-hosted/environments).
+Falls Sie die Konfiguration anpassen müssen, lesen Sie bitte die Kommentare in unserer [.env.example](docker/.env.example)-Datei und aktualisieren Sie die entsprechenden Werte in Ihrer `.env`-Datei. Zusätzlich müssen Sie eventuell Anpassungen an der `docker-compose.yaml`-Datei vornehmen, wie zum Beispiel das Ändern von Image-Versionen, Portzuordnungen oder Volumen-Mounts, je nach Ihrer spezifischen Einsatzumgebung und Ihren Anforderungen. Nachdem Sie Änderungen vorgenommen haben, starten Sie `docker-compose up -d` erneut. Eine vollständige Liste der verfügbaren Umgebungsvariablen finden Sie [hier](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 Falls Sie eine hochverfügbare Konfiguration einrichten möchten, gibt es von der Community bereitgestellte [Helm Charts](https://helm.sh/) und YAML-Dateien, die es ermöglichen, Dify auf Kubernetes bereitzustellen.
 
@@ -174,14 +173,14 @@ Stellen Sie Dify mit einem Klick in AKS bereit, indem Sie [Azure Devops Pipeline
 
 ## Contributing
 
-Falls Sie Code beitragen möchten, lesen Sie bitte unseren [Contribution Guide](./CONTRIBUTING.md). Gleichzeitig bitten wir Sie, Dify zu unterstützen, indem Sie es in den sozialen Medien teilen und auf Veranstaltungen und Konferenzen präsentieren.
+Falls Sie Code beitragen möchten, lesen Sie bitte unseren [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_DE.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).
 
 ## Gemeinschaft & Kontakt
 
 - [GitHub Discussion](https://github.com/langgenius/dify/discussions). Am besten geeignet für: den Austausch von Feedback und das Stellen von Fragen.
-- [GitHub Issues](https://github.com/langgenius/dify/issues). Am besten für: Fehler, auf die Sie bei der Verwendung von Dify.AI stoßen, und Funktionsvorschläge. Siehe unseren [Contribution Guide](./CONTRIBUTING.md).
+- [GitHub Issues](https://github.com/langgenius/dify/issues). Am besten für: Fehler, auf die Sie bei der Verwendung von Dify.AI stoßen, und Funktionsvorschläge. Siehe unseren [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 - [Discord](https://discord.gg/FngNHpbcY7). Am besten geeignet für: den Austausch von Bewerbungen und den Austausch mit der Community.
 - [X(Twitter)](https://twitter.com/dify_ai). Am besten geeignet für: den Austausch von Bewerbungen und den Austausch mit der Community.
 
@@ -201,4 +200,4 @@ Um Ihre Privatsphäre zu schützen, vermeiden Sie es bitte, Sicherheitsprobleme
 
 ## Lizenz
 
-Dieses Repository steht unter der [Dify Open Source License](../../LICENSE), die im Wesentlichen Apache 2.0 mit einigen zusätzlichen Einschränkungen ist.
+Dieses Repository steht unter der [Dify Open Source License](LICENSE), die im Wesentlichen Apache 2.0 mit einigen zusätzlichen Einschränkungen ist.

README_ES.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -35,19 +35,17 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 # 
@@ -110,7 +108,7 @@ Dale estrella a Dify en GitHub y serás notificado instantáneamente de las nuev
 
 </br>
 
-La forma más fácil de iniciar el servidor de Dify es ejecutar nuestro archivo [docker-compose.yml](../../docker/docker-compose.yaml). Antes de ejecutar el comando de instalación, asegúrate de que [Docker](https://docs.docker.com/get-docker/) y [Docker Compose](https://docs.docker.com/compose/install/) estén instalados en tu máquina:
+La forma más fácil de iniciar el servidor de Dify es ejecutar nuestro archivo [docker-compose.yml](docker/docker-compose.yaml). Antes de ejecutar el comando de instalación, asegúrate de que [Docker](https://docs.docker.com/get-docker/) y [Docker Compose](https://docs.docker.com/compose/install/) estén instalados en tu máquina:
 
 ```bash
 cd docker
@@ -124,7 +122,7 @@ Después de ejecutarlo, puedes acceder al panel de control de Dify en tu navegad
 
 ## Próximos pasos
 
-Si necesita personalizar la configuración, consulte los comentarios en nuestro archivo [.env.example](../../docker/.env.example) y actualice los valores correspondientes en su archivo `.env`. Además, es posible que deba realizar ajustes en el propio archivo `docker-compose.yaml`, como cambiar las versiones de las imágenes, las asignaciones de puertos o los montajes de volúmenes, según su entorno de implementación y requisitos específicos. Después de realizar cualquier cambio, vuelva a ejecutar `docker-compose up -d`. Puede encontrar la lista completa de variables de entorno disponibles [aquí](https://docs.dify.ai/getting-started/install-self-hosted/environments).
+Si necesita personalizar la configuración, consulte los comentarios en nuestro archivo [.env.example](docker/.env.example) y actualice los valores correspondientes en su archivo `.env`. Además, es posible que deba realizar ajustes en el propio archivo `docker-compose.yaml`, como cambiar las versiones de las imágenes, las asignaciones de puertos o los montajes de volúmenes, según su entorno de implementación y requisitos específicos. Después de realizar cualquier cambio, vuelva a ejecutar `docker-compose up -d`. Puede encontrar la lista completa de variables de entorno disponibles [aquí](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 . Después de realizar los cambios, ejecuta `docker-compose up -d` nuevamente. Puedes ver la lista completa de variables de entorno [aquí](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
@@ -172,7 +170,7 @@ Implementa Dify en AKS con un clic usando [Azure Devops Pipeline Helm Chart by @
 
 ## Contribuir
 
-Para aquellos que deseen contribuir con código, consulten nuestra [Guía de contribución](./CONTRIBUTING.md).
+Para aquellos que deseen contribuir con código, consulten nuestra [Guía de contribución](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_ES.md).
 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).
@@ -186,7 +184,7 @@ Al mismo tiempo, considera apoyar a Dify compartiéndolo en redes sociales y en
 ## Comunidad y Contacto
 
 - [Discusión en GitHub](https://github.com/langgenius/dify/discussions). Lo mejor para: compartir comentarios y hacer preguntas.
-- [Reporte de problemas en GitHub](https://github.com/langgenius/dify/issues). Lo mejor para: errores que encuentres usando Dify.AI y propuestas de características. Consulta nuestra [Guía de contribución](./CONTRIBUTING.md).
+- [Reporte de problemas en GitHub](https://github.com/langgenius/dify/issues). Lo mejor para: errores que encuentres usando Dify.AI y propuestas de características. Consulta nuestra [Guía de contribución](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 - [Discord](https://discord.gg/FngNHpbcY7). Lo mejor para: compartir tus aplicaciones y pasar el rato con la comunidad.
 - [X(Twitter)](https://twitter.com/dify_ai). Lo mejor para: compartir tus aplicaciones y pasar el rato con la comunidad.
 
@@ -200,4 +198,12 @@ Para proteger tu privacidad, evita publicar problemas de seguridad en GitHub. En
 
 ## Licencia
 
-Este repositorio está disponible bajo la [Licencia de Código Abierto de Dify](../../LICENSE), que es esencialmente Apache 2.0 con algunas restricciones adicionales.
+Este repositorio está disponible bajo la [Licencia de Código Abierto de Dify](LICENSE), que es esencialmente Apache 2.0 con algunas restricciones adicionales.
+
+## Divulgación de Seguridad
+
+Para proteger tu privacidad, evita publicar problemas de seguridad en GitHub. En su lugar, envía tus preguntas a security@dify.ai y te proporcionaremos una respuesta más detallada.
+
+## Licencia
+
+Este repositorio está disponible bajo la [Licencia de Código Abierto de Dify](LICENSE), que es esencialmente Apache 2.0 con algunas restricciones adicionales.

README_FR.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -35,19 +35,17 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 # 
@@ -110,7 +108,7 @@ Mettez une étoile à Dify sur GitHub et soyez instantanément informé des nouv
 
 </br>
 
-La manière la plus simple de démarrer le serveur Dify est d'exécuter notre fichier [docker-compose.yml](../../docker/docker-compose.yaml). Avant d'exécuter la commande d'installation, assurez-vous que [Docker](https://docs.docker.com/get-docker/) et [Docker Compose](https://docs.docker.com/compose/install/) sont installés sur votre machine:
+La manière la plus simple de démarrer le serveur Dify est d'exécuter notre fichier [docker-compose.yml](docker/docker-compose.yaml). Avant d'exécuter la commande d'installation, assurez-vous que [Docker](https://docs.docker.com/get-docker/) et [Docker Compose](https://docs.docker.com/compose/install/) sont installés sur votre machine:
 
 ```bash
 cd docker
@@ -124,7 +122,7 @@ Après l'exécution, vous pouvez accéder au tableau de bord Dify dans votre nav
 
 ## Prochaines étapes
 
-Si vous devez personnaliser la configuration, veuillez vous référer aux commentaires dans notre fichier [.env.example](../../docker/.env.example) et mettre à jour les valeurs correspondantes dans votre fichier `.env`. De plus, vous devrez peut-être apporter des modifications au fichier `docker-compose.yaml` lui-même, comme changer les versions d'image, les mappages de ports ou les montages de volumes, en fonction de votre environnement de déploiement et de vos exigences spécifiques. Après avoir effectué des modifications, veuillez réexécuter `docker-compose up -d`. Vous pouvez trouver la liste complète des variables d'environnement disponibles [ici](https://docs.dify.ai/getting-started/install-self-hosted/environments).
+Si vous devez personnaliser la configuration, veuillez vous référer aux commentaires dans notre fichier [.env.example](docker/.env.example) et mettre à jour les valeurs correspondantes dans votre fichier `.env`. De plus, vous devrez peut-être apporter des modifications au fichier `docker-compose.yaml` lui-même, comme changer les versions d'image, les mappages de ports ou les montages de volumes, en fonction de votre environnement de déploiement et de vos exigences spécifiques. Après avoir effectué des modifications, veuillez réexécuter `docker-compose up -d`. Vous pouvez trouver la liste complète des variables d'environnement disponibles [ici](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 Si vous souhaitez configurer une configuration haute disponibilité, la communauté fournit des [Helm Charts](https://helm.sh/) et des fichiers YAML, à travers lesquels vous pouvez déployer Dify sur Kubernetes.
 
@@ -170,7 +168,7 @@ Déployez Dify sur AKS en un clic en utilisant [Azure Devops Pipeline Helm Chart
 
 ## Contribuer
 
-Pour ceux qui souhaitent contribuer du code, consultez notre [Guide de contribution](./CONTRIBUTING.md).
+Pour ceux qui souhaitent contribuer du code, consultez notre [Guide de contribution](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_FR.md).
 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).
@@ -184,7 +182,7 @@ Dans le même temps, veuillez envisager de soutenir Dify en le partageant sur le
 ## Communauté & Contact
 
 - [Discussion GitHub](https://github.com/langgenius/dify/discussions). Meilleur pour: partager des commentaires et poser des questions.
-- [Problèmes GitHub](https://github.com/langgenius/dify/issues). Meilleur pour: les bogues que vous rencontrez en utilisant Dify.AI et les propositions de fonctionnalités. Consultez notre [Guide de contribution](./CONTRIBUTING.md).
+- [Problèmes GitHub](https://github.com/langgenius/dify/issues). Meilleur pour: les bogues que vous rencontrez en utilisant Dify.AI et les propositions de fonctionnalités. Consultez notre [Guide de contribution](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 - [Discord](https://discord.gg/FngNHpbcY7). Meilleur pour: partager vos applications et passer du temps avec la communauté.
 - [X(Twitter)](https://twitter.com/dify_ai). Meilleur pour: partager vos applications et passer du temps avec la communauté.
 
@@ -198,4 +196,12 @@ Pour protéger votre vie privée, veuillez éviter de publier des problèmes de
 
 ## Licence
 
-Ce référentiel est disponible sous la [Licence open source Dify](../../LICENSE), qui est essentiellement l'Apache 2.0 avec quelques restrictions supplémentaires.
+Ce référentiel est disponible sous la [Licence open source Dify](LICENSE), qui est essentiellement l'Apache 2.0 avec quelques restrictions supplémentaires.
+
+## Divulgation de sécurité
+
+Pour protéger votre vie privée, veuillez éviter de publier des problèmes de sécurité sur GitHub. Au lieu de cela, envoyez vos questions à security@dify.ai et nous vous fournirons une réponse plus détaillée.
+
+## Licence
+
+Ce référentiel est disponible sous la [Licence open source Dify](LICENSE), qui est essentiellement l'Apache 2.0 avec quelques restrictions supplémentaires.

README_JA.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -35,19 +35,17 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 # 
@@ -111,7 +109,7 @@ GitHub上でDifyにスターを付けることで、Difyに関する新しいニ
 
 </br>
 
-Difyサーバーを起動する最も簡単な方法は、[docker-compose.yml](../../docker/docker-compose.yaml)ファイルを実行することです。インストールコマンドを実行する前に、マシンに[Docker](https://docs.docker.com/get-docker/)と[Docker Compose](https://docs.docker.com/compose/install/)がインストールされていることを確認してください。
+Difyサーバーを起動する最も簡単な方法は、[docker-compose.yml](docker/docker-compose.yaml)ファイルを実行することです。インストールコマンドを実行する前に、マシンに[Docker](https://docs.docker.com/get-docker/)と[Docker Compose](https://docs.docker.com/compose/install/)がインストールされていることを確認してください。
 
 ```bash
 cd docker
@@ -125,7 +123,7 @@ docker compose up -d
 
 ## 次のステップ
 
-設定をカスタマイズする必要がある場合は、[.env.example](../../docker/.env.example) ファイルのコメントを参照し、`.env` ファイルの対応する値を更新してください。さらに、デプロイ環境や要件に応じて、`docker-compose.yaml` ファイル自体を調整する必要がある場合があります。たとえば、イメージのバージョン、ポートのマッピング、ボリュームのマウントなどを変更します。変更を加えた後は、`docker-compose up -d` を再実行してください。利用可能な環境変数の全一覧は、[こちら](https://docs.dify.ai/getting-started/install-self-hosted/environments)で確認できます。
+設定をカスタマイズする必要がある場合は、[.env.example](docker/.env.example) ファイルのコメントを参照し、`.env` ファイルの対応する値を更新してください。さらに、デプロイ環境や要件に応じて、`docker-compose.yaml` ファイル自体を調整する必要がある場合があります。たとえば、イメージのバージョン、ポートのマッピング、ボリュームのマウントなどを変更します。変更を加えた後は、`docker-compose up -d` を再実行してください。利用可能な環境変数の全一覧は、[こちら](https://docs.dify.ai/getting-started/install-self-hosted/environments)で確認できます。
 
 高可用性設定を設定する必要がある場合、コミュニティは[Helm Charts](https://helm.sh/)とYAMLファイルにより、DifyをKubernetesにデプロイすることができます。
 
@@ -171,7 +169,7 @@ docker compose up -d
 
 ## 貢献
 
-コードに貢献したい方は、[Contribution Guide](./CONTRIBUTING.md)を参照してください。
+コードに貢献したい方は、[Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_JA.md)を参照してください。
 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。
@@ -185,10 +183,10 @@ docker compose up -d
 ## コミュニティ & お問い合わせ
 
 - [GitHub Discussion](https://github.com/langgenius/dify/discussions). 主に: フィードバックの共有や質問。
-- [GitHub Issues](https://github.com/langgenius/dify/issues). 主に: Dify.AIを使用する際に発生するエラーや問題については、[貢献ガイド](./CONTRIBUTING.md)を参照してください
+- [GitHub Issues](https://github.com/langgenius/dify/issues). 主に: Dify.AIを使用する際に発生するエラーや問題については、[貢献ガイド](CONTRIBUTING_JA.md)を参照してください
 - [Discord](https://discord.gg/FngNHpbcY7). 主に: アプリケーションの共有やコミュニティとの交流。
 - [X(Twitter)](https://twitter.com/dify_ai). 主に: アプリケーションの共有やコミュニティとの交流。
 
 ## ライセンス
 
-このリポジトリは、Dify Open Source License にいくつかの追加制限を加えた[Difyオープンソースライセンス](../../LICENSE)の下で利用可能です。
+このリポジトリは、Dify Open Source License にいくつかの追加制限を加えた[Difyオープンソースライセンス](LICENSE)の下で利用可能です。

README_KL.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -35,19 +35,17 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 # 
@@ -110,7 +108,7 @@ Star Dify on GitHub and be instantly notified of new releases.
 
 </br>
 
-The easiest way to start the Dify server is to run our [docker-compose.yml](../../docker/docker-compose.yaml) file. Before running the installation command, 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 to run our [docker-compose.yml](docker/docker-compose.yaml) file. Before running the installation command, 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 docker
@@ -124,7 +122,7 @@ After running, you can access the Dify dashboard in your browser at [http://loca
 
 ## Next steps
 
-If you need to customize the configuration, please refer to the comments in our [.env.example](../../docker/.env.example) file and update the corresponding values in your `.env` file. Additionally, you might need to make adjustments to the `docker-compose.yaml` file itself, such as changing image versions, port mappings, or volume mounts, based on your specific deployment environment and requirements. After making any changes, please re-run `docker-compose up -d`. You can find the full list of available environment variables [here](https://docs.dify.ai/getting-started/install-self-hosted/environments).
+If you need to customize the configuration, please refer to the comments in our [.env.example](docker/.env.example) file and update the corresponding values in your `.env` file. Additionally, you might need to make adjustments to the `docker-compose.yaml` file itself, such as changing image versions, port mappings, or volume mounts, based on your specific deployment environment and requirements. After making any changes, please re-run `docker-compose up -d`. You can find the full list of available environment variables [here](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 If you'd like to configure a highly-available setup, there are community-contributed [Helm Charts](https://helm.sh/) and YAML files which allow Dify to be deployed on Kubernetes.
 
@@ -183,7 +181,10 @@ At the same time, please consider supporting Dify by sharing it on social media
 
 ## Community & Contact
 
-- [GitHub Discussion](https://github.com/langgenius/dify/discussions). Best for: sharing feedback and asking questions.
+- \[GitHub Discussion\](https://github.com/langgenius/dify/discussions
+
+). Best for: sharing feedback and asking questions.
+
 - [GitHub Issues](https://github.com/langgenius/dify/issues). Best for: bugs you encounter using Dify.AI, and feature proposals. See our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 - [Discord](https://discord.gg/FngNHpbcY7). Best for: sharing your applications and hanging out with the community.
 - [X(Twitter)](https://twitter.com/dify_ai). Best for: sharing your applications and hanging out with the community.
@@ -198,4 +199,4 @@ To protect your privacy, please avoid posting security issues on GitHub. Instead
 
 ## License
 
-This repository is available under the [Dify Open Source License](../../LICENSE), which is essentially Apache 2.0 with a few additional restrictions.
+This repository is available under the [Dify Open Source License](LICENSE), which is essentially Apache 2.0 with a few additional restrictions.

README_KR.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify 클라우드</a> ·
@@ -35,19 +35,17 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-    <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+    <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify는 오픈 소스 LLM 앱 개발 플랫폼입니다. 직관적인 인터페이스를 통해 AI 워크플로우, RAG 파이프라인, 에이전트 기능, 모델 관리, 관찰 기능 등을 결합하여 프로토타입에서 프로덕션까지 빠르게 전환할 수 있습니다. 주요 기능 목록은 다음과 같습니다:</br> </br>
@@ -104,7 +102,7 @@ GitHub에서 Dify에 별표를 찍어 새로운 릴리스를 즉시 알림 받
 
 </br>
 
-Dify 서버를 시작하는 가장 쉬운 방법은 [docker-compose.yml](../../docker/docker-compose.yaml) 파일을 실행하는 것입니다. 설치 명령을 실행하기 전에 [Docker](https://docs.docker.com/get-docker/) 및 [Docker Compose](https://docs.docker.com/compose/install/)가 머신에 설치되어 있는지 확인하세요.
+Dify 서버를 시작하는 가장 쉬운 방법은 [docker-compose.yml](docker/docker-compose.yaml) 파일을 실행하는 것입니다. 설치 명령을 실행하기 전에 [Docker](https://docs.docker.com/get-docker/) 및 [Docker Compose](https://docs.docker.com/compose/install/)가 머신에 설치되어 있는지 확인하세요.
 
 ```bash
 cd docker
@@ -118,7 +116,7 @@ docker compose up -d
 
 ## 다음 단계
 
-구성을 사용자 정의해야 하는 경우 [.env.example](../../docker/.env.example) 파일의 주석을 참조하고 `.env` 파일에서 해당 값을 업데이트하십시오. 또한 특정 배포 환경 및 요구 사항에 따라 `docker-compose.yaml` 파일 자체를 조정해야 할 수도 있습니다. 예를 들어 이미지 버전, 포트 매핑 또는 볼륨 마운트를 변경합니다. 변경 한 후 `docker-compose up -d`를 다시 실행하십시오. 사용 가능한 환경 변수의 전체 목록은 [여기](https://docs.dify.ai/getting-started/install-self-hosted/environments)에서 찾을 수 있습니다.
+구성을 사용자 정의해야 하는 경우 [.env.example](docker/.env.example) 파일의 주석을 참조하고 `.env` 파일에서 해당 값을 업데이트하십시오. 또한 특정 배포 환경 및 요구 사항에 따라 `docker-compose.yaml` 파일 자체를 조정해야 할 수도 있습니다. 예를 들어 이미지 버전, 포트 매핑 또는 볼륨 마운트를 변경합니다. 변경 한 후 `docker-compose up -d`를 다시 실행하십시오. 사용 가능한 환경 변수의 전체 목록은 [여기](https://docs.dify.ai/getting-started/install-self-hosted/environments)에서 찾을 수 있습니다.
 
 Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했다는 커뮤니티가 제공하는 [Helm Charts](https://helm.sh/)와 YAML 파일이 존재합니다.
 
@@ -164,7 +162,7 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 
 ## 기여
 
-코드에 기여하고 싶은 분들은 [기여 가이드](./CONTRIBUTING.md)를 참조하세요.
+코드에 기여하고 싶은 분들은 [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_KR.md)를 참조하세요.
 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.
@@ -178,7 +176,7 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 ## 커뮤니티 & 연락처
 
 - [GitHub 토론](https://github.com/langgenius/dify/discussions). 피드백 공유 및 질문하기에 적합합니다.
-- [GitHub 이슈](https://github.com/langgenius/dify/issues). Dify.AI 사용 중 발견한 버그와 기능 제안에 적합합니다. [기여 가이드](./CONTRIBUTING.md)를 참조하세요.
+- [GitHub 이슈](https://github.com/langgenius/dify/issues). Dify.AI 사용 중 발견한 버그와 기능 제안에 적합합니다. [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)를 참조하세요.
 - [디스코드](https://discord.gg/FngNHpbcY7). 애플리케이션 공유 및 커뮤니티와 소통하기에 적합합니다.
 - [트위터](https://twitter.com/dify_ai). 애플리케이션 공유 및 커뮤니티와 소통하기에 적합합니다.
 
@@ -192,4 +190,4 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 
 ## 라이선스
 
-이 저장소는 기본적으로 몇 가지 추가 제한 사항이 있는 Apache 2.0인 [Dify 오픈 소스 라이선스](../../LICENSE)에 따라 사용할 수 있습니다.
+이 저장소는 기본적으로 몇 가지 추가 제한 사항이 있는 Apache 2.0인 [Dify 오픈 소스 라이선스](LICENSE)에 따라 사용할 수 있습니다.

README_PT.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Introduzindo o Dify Workflow com Upload de Arquivo: Recrie o Podcast Google NotebookLM</a>
@@ -39,20 +39,18 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README em Inglês" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README em Espanhol" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README em Francês" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README em Coreano" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README em Árabe" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="README em Turco" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README em Vietnamita" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../pt-BR/README.md"><img alt="README em Português - BR" src="https://img.shields.io/badge/Portugu%C3%AAs-BR?style=flat&label=BR&color=d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README em Inglês" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README em Espanhol" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README em Francês" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README em Coreano" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README em Árabe" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="README em Turco" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README em Vietnamita" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_PT.md"><img alt="README em Português - BR" src="https://img.shields.io/badge/Portugu%C3%AAs-BR?style=flat&label=BR&color=d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify é uma plataforma de desenvolvimento de aplicativos LLM de código aberto. Sua interface intuitiva combina workflow de IA, pipeline RAG, capacidades de agente, gerenciamento de modelos, recursos de observabilidade e muito mais, permitindo que você vá rapidamente do protótipo à produção. Aqui está uma lista das principais funcionalidades:
@@ -110,7 +108,7 @@ Dê uma estrela no Dify no GitHub e seja notificado imediatamente sobre novos la
 
 </br>
 
-A maneira mais fácil de iniciar o servidor Dify é executar nosso arquivo [docker-compose.yml](../../docker/docker-compose.yaml). Antes de rodar o comando de instalação, certifique-se de que o [Docker](https://docs.docker.com/get-docker/) e o [Docker Compose](https://docs.docker.com/compose/install/) estão instalados na sua máquina:
+A maneira mais fácil de iniciar o servidor Dify é executar nosso arquivo [docker-compose.yml](docker/docker-compose.yaml). Antes de rodar o comando de instalação, certifique-se de que o [Docker](https://docs.docker.com/get-docker/) e o [Docker Compose](https://docs.docker.com/compose/install/) estão instalados na sua máquina:
 
 ```bash
 cd docker
@@ -124,7 +122,7 @@ Após a execução, você pode acessar o painel do Dify no navegador em [http://
 
 ## Próximos passos
 
-Se precisar personalizar a configuração, consulte os comentários no nosso arquivo [.env.example](../../docker/.env.example) e atualize os valores correspondentes no seu arquivo `.env`. Além disso, talvez seja necessário fazer ajustes no próprio arquivo `docker-compose.yaml`, como alterar versões de imagem, mapeamentos de portas ou montagens de volumes, com base no seu ambiente de implantação específico e nas suas necessidades. Após fazer quaisquer alterações, execute novamente `docker-compose up -d`. Você pode encontrar a lista completa de variáveis de ambiente disponíveis [aqui](https://docs.dify.ai/getting-started/install-self-hosted/environments).
+Se precisar personalizar a configuração, consulte os comentários no nosso arquivo [.env.example](docker/.env.example) e atualize os valores correspondentes no seu arquivo `.env`. Além disso, talvez seja necessário fazer ajustes no próprio arquivo `docker-compose.yaml`, como alterar versões de imagem, mapeamentos de portas ou montagens de volumes, com base no seu ambiente de implantação específico e nas suas necessidades. Após fazer quaisquer alterações, execute novamente `docker-compose up -d`. Você pode encontrar a lista completa de variáveis de ambiente disponíveis [aqui](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 Se deseja configurar uma instalação de alta disponibilidade, há [Helm Charts](https://helm.sh/) e arquivos YAML contribuídos pela comunidade que permitem a implantação do Dify no Kubernetes.
 
@@ -170,7 +168,7 @@ Implante o Dify no AKS com um clique usando [Azure Devops Pipeline Helm Chart by
 
 ## Contribuindo
 
-Para aqueles que desejam contribuir com código, veja nosso [Guia de Contribuição](./CONTRIBUTING.md).
+Para aqueles que desejam contribuir com código, veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_PT.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).
@@ -184,7 +182,7 @@ Ao mesmo tempo, considere apoiar o Dify compartilhando-o nas redes sociais e em
 ## Comunidade e contato
 
 - [Discussões no GitHub](https://github.com/langgenius/dify/discussions). Melhor para: compartilhar feedback e fazer perguntas.
-- [Problemas no GitHub](https://github.com/langgenius/dify/issues). Melhor para: relatar bugs encontrados no Dify.AI e propor novos recursos. Veja nosso [Guia de Contribuição](./CONTRIBUTING.md).
+- [Problemas no GitHub](https://github.com/langgenius/dify/issues). Melhor para: relatar bugs encontrados no Dify.AI e propor novos recursos. Veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 - [Discord](https://discord.gg/FngNHpbcY7). Melhor para: compartilhar suas aplicações e interagir com a comunidade.
 - [X(Twitter)](https://twitter.com/dify_ai). Melhor para: compartilhar suas aplicações e interagir com a comunidade.
 
@@ -198,4 +196,4 @@ Para proteger sua privacidade, evite postar problemas de segurança no GitHub. E
 
 ## Licença
 
-Este repositório está disponível sob a [Licença de Código Aberto Dify](../../LICENSE), que é essencialmente Apache 2.0 com algumas restrições adicionais.
+Este repositório está disponível sob a [Licença de Código Aberto Dify](LICENSE), que é essencialmente Apache 2.0 com algumas restrições adicionais.

README_SI.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Predstavljamo nalaganje datotek Dify Workflow: znova ustvarite Google NotebookLM Podcast</a>
@@ -36,20 +36,18 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../sl-SI/README.md"><img alt="README Slovenščina" src="https://img.shields.io/badge/Sloven%C5%A1%C4%8Dina-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_SI.md"><img alt="README Slovenščina" src="https://img.shields.io/badge/Sloven%C5%A1%C4%8Dina-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify je odprtokodna platforma za razvoj aplikacij LLM. Njegov intuitivni vmesnik združuje agentski potek dela z umetno inteligenco, cevovod RAG, zmogljivosti agentov, upravljanje modelov, funkcije opazovanja in več, kar vam omogoča hiter prehod od prototipa do proizvodnje.
@@ -171,7 +169,7 @@ Z enim klikom namestite Dify v AKS z uporabo [Azure Devops Pipeline Helm Chart b
 
 ## Prispevam
 
-Za tiste, ki bi radi prispevali kodo, si oglejte naš [vodnik za prispevke](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah.
+Za tiste, ki bi radi prispevali kodo, si oglejte naš vodnik za prispevke . Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah.
 
 > Iščemo sodelavce za pomoč pri prevajanju Difyja v jezike, ki niso mandarinščina ali angleščina. Če želite pomagati, si oglejte i18n README za več informacij in nam pustite komentar v global-userskanalu našega strežnika skupnosti Discord .
 
@@ -198,4 +196,4 @@ Zaradi zaščite vaše zasebnosti se izogibajte objavljanju varnostnih vprašanj
 
 ## Licenca
 
-To skladišče je na voljo pod [odprtokodno licenco Dify](../../LICENSE) , ki je v bistvu Apache 2.0 z nekaj dodatnimi omejitvami.
+To skladišče je na voljo pod [odprtokodno licenco Dify](LICENSE) , ki je v bistvu Apache 2.0 z nekaj dodatnimi omejitvami.

README_TR.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Bulut</a> ·
@@ -35,19 +35,17 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify, açık kaynaklı bir LLM uygulama geliştirme platformudur. Sezgisel arayüzü, AI iş akışı, RAG pipeline'ı, ajan yetenekleri, model yönetimi, gözlemlenebilirlik özellikleri ve daha fazlasını birleştirerek, prototipten üretime hızlıca geçmenizi sağlar. İşte temel özelliklerin bir listesi:
@@ -104,7 +102,7 @@ GitHub'da Dify'a yıldız verin ve yeni sürümlerden anında haberdar olun.
 > - RAM >= 4GB
 
 </br>
-Dify sunucusunu başlatmanın en kolay yolu, [docker-compose.yml](../../docker/docker-compose.yaml) dosyamızı çalıştırmaktır. Kurulum komutunu çalıştırmadan önce, makinenizde [Docker](https://docs.docker.com/get-docker/) ve [Docker Compose](https://docs.docker.com/compose/install/)'un kurulu olduğundan emin olun:
+Dify sunucusunu başlatmanın en kolay yolu, [docker-compose.yml](docker/docker-compose.yaml) dosyamızı çalıştırmaktır. Kurulum komutunu çalıştırmadan önce, makinenizde [Docker](https://docs.docker.com/get-docker/) ve [Docker Compose](https://docs.docker.com/compose/install/)'un kurulu olduğundan emin olun:
 
 ```bash
 cd docker
@@ -118,7 +116,7 @@ docker compose up -d
 
 ## Sonraki adımlar
 
-Yapılandırmayı özelleştirmeniz gerekiyorsa, lütfen [.env.example](../../docker/.env.example) dosyamızdaki yorumlara bakın ve `.env` dosyanızdaki ilgili değerleri güncelleyin. Ayrıca, spesifik dağıtım ortamınıza ve gereksinimlerinize bağlı olarak `docker-compose.yaml` dosyasının kendisinde de, imaj sürümlerini, port eşlemelerini veya hacim bağlantılarını değiştirmek gibi ayarlamalar yapmanız gerekebilir. Herhangi bir değişiklik yaptıktan sonra, lütfen `docker-compose up -d` komutunu tekrar çalıştırın. Kullanılabilir tüm ortam değişkenlerinin tam listesini [burada](https://docs.dify.ai/getting-started/install-self-hosted/environments) bulabilirsiniz.
+Yapılandırmayı özelleştirmeniz gerekiyorsa, lütfen [.env.example](docker/.env.example) dosyamızdaki yorumlara bakın ve `.env` dosyanızdaki ilgili değerleri güncelleyin. Ayrıca, spesifik dağıtım ortamınıza ve gereksinimlerinize bağlı olarak `docker-compose.yaml` dosyasının kendisinde de, imaj sürümlerini, port eşlemelerini veya hacim bağlantılarını değiştirmek gibi ayarlamalar yapmanız gerekebilir. Herhangi bir değişiklik yaptıktan sonra, lütfen `docker-compose up -d` komutunu tekrar çalıştırın. Kullanılabilir tüm ortam değişkenlerinin tam listesini [burada](https://docs.dify.ai/getting-started/install-self-hosted/environments) bulabilirsiniz.
 
 Yüksek kullanılabilirliğe sahip bir kurulum yapılandırmak isterseniz, Dify'ın Kubernetes üzerine dağıtılmasına olanak tanıyan topluluk katkılı [Helm Charts](https://helm.sh/) ve YAML dosyaları mevcuttur.
 
@@ -163,7 +161,7 @@ Dify'ı bulut platformuna tek tıklamayla dağıtın [terraform](https://www.ter
 
 ## Katkıda Bulunma
 
-Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](./CONTRIBUTING.md) bakabilirsiniz.
+Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_TR.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.
@@ -177,7 +175,7 @@ Aynı zamanda, lütfen Dify'ı sosyal medyada, etkinliklerde ve konferanslarda p
 ## Topluluk & iletişim
 
 - [GitHub Tartışmaları](https://github.com/langgenius/dify/discussions). En uygun: geri bildirim paylaşmak ve soru sormak için.
-- [GitHub Sorunları](https://github.com/langgenius/dify/issues). En uygun: Dify.AI kullanırken karşılaştığınız hatalar ve özellik önerileri için. [Katkı Kılavuzumuza](./CONTRIBUTING.md) bakın.
+- [GitHub Sorunları](https://github.com/langgenius/dify/issues). En uygun: Dify.AI kullanırken karşılaştığınız hatalar ve özellik önerileri için. [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) bakın.
 - [Discord](https://discord.gg/FngNHpbcY7). En uygun: uygulamalarınızı paylaşmak ve toplulukla vakit geçirmek için.
 - [X(Twitter)](https://twitter.com/dify_ai). En uygun: uygulamalarınızı paylaşmak ve toplulukla vakit geçirmek için.
 
@@ -191,4 +189,4 @@ Gizliliğinizi korumak için, lütfen güvenlik sorunlarını GitHub'da paylaşm
 
 ## Lisans
 
-Bu depo, temel olarak Apache 2.0 lisansı ve birkaç ek kısıtlama içeren [Dify Açık Kaynak Lisansı](../../LICENSE) altında kullanıma sunulmuştur.
+Bu depo, temel olarak Apache 2.0 lisansı ve birkaç ek kısıtlama içeren [Dify Açık Kaynak Lisansı](LICENSE) altında kullanıma sunulmuştur.

README_TW.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">介紹 Dify 工作流程檔案上傳功能：重現 Google NotebookLM Podcast</a>
@@ -39,18 +39,18 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_TW.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_DE.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
 </p>
 
 Dify 是一個開源的 LLM 應用程式開發平台。其直觀的界面結合了智能代理工作流程、RAG 管道、代理功能、模型管理、可觀察性功能等，讓您能夠快速從原型進展到生產環境。
@@ -64,7 +64,7 @@ Dify 是一個開源的 LLM 應用程式開發平台。其直觀的界面結合
 
 </br>
 
-啟動 Dify 伺服器最簡單的方式是透過 [docker compose](../../docker/docker-compose.yaml)。在使用以下命令運行 Dify 之前，請確保您的機器已安裝 [Docker](https://docs.docker.com/get-docker/) 和 [Docker Compose](https://docs.docker.com/compose/install/)：
+啟動 Dify 伺服器最簡單的方式是透過 [docker compose](docker/docker-compose.yaml)。在使用以下命令運行 Dify 之前，請確保您的機器已安裝 [Docker](https://docs.docker.com/get-docker/) 和 [Docker Compose](https://docs.docker.com/compose/install/)：
 
 ```bash
 cd dify
@@ -128,7 +128,7 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify
 
 ## 進階設定
 
-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。
 
@@ -173,7 +173,7 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify
 
 ## 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](./CONTRIBUTING.md)。
+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_TW.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。
@@ -181,7 +181,7 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify
 ## 社群與聯絡方式
 
 - [GitHub Discussion](https://github.com/langgenius/dify/discussions)：最適合分享反饋和提問。
-- [GitHub Issues](https://github.com/langgenius/dify/issues)：最適合報告使用 Dify.AI 時遇到的問題和提出功能建議。請參閱我們的[貢獻指南](./CONTRIBUTING.md)。
+- [GitHub Issues](https://github.com/langgenius/dify/issues)：最適合報告使用 Dify.AI 時遇到的問題和提出功能建議。請參閱我們的[貢獻指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)。
 - [Discord](https://discord.gg/FngNHpbcY7)：最適合分享您的應用程式並與社群互動。
 - [X(Twitter)](https://twitter.com/dify_ai)：最適合分享您的應用程式並與社群互動。
 
@@ -201,4 +201,4 @@ Dify 的所有功能都提供相應的 API，因此您可以輕鬆地將 Dify
 
 ## 授權條款
 
-本代碼庫採用 [Dify 開源授權](../../LICENSE)，這基本上是 Apache 2.0 授權加上一些額外限制條款。
+本代碼庫採用 [Dify 開源授權](LICENSE)，這基本上是 Apache 2.0 授權加上一些額外限制條款。

README_VI.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](../../images/GitHub_README_if.png)
+![cover-v5-optimized](./images/GitHub_README_if.png)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@@ -35,19 +35,17 @@
 </p>
 
 <p align="center">
-  <a href="../../README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="../zh-TW/README.md"><img alt="繁體中文文件" src="https://img.shields.io/badge/繁體中文-d9d9d9"></a>
-  <a href="../zh-CN/README.md"><img alt="简体中文文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="../ja-JP/README.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="../es-ES/README.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="../fr-FR/README.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="../tlh/README.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="../ko-KR/README.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="../ar-SA/README.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="../tr-TR/README.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="../vi-VN/README.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="../de-DE/README.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
-  <a href="../bn-BD/README.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
 Dify là một nền tảng phát triển ứng dụng LLM mã nguồn mở. Giao diện trực quan kết hợp quy trình làm việc AI, mô hình RAG, khả năng tác nhân, quản lý mô hình, tính năng quan sát và hơn thế nữa, cho phép bạn nhanh chóng chuyển từ nguyên mẫu sang sản phẩm. Đây là danh sách các tính năng cốt lõi:
@@ -105,7 +103,7 @@ Yêu thích Dify trên GitHub và được thông báo ngay lập tức về cá
 
 </br>
 
-Cách dễ nhất để khởi động máy chủ Dify là chạy tệp [docker-compose.yml](../../docker/docker-compose.yaml) của chúng tôi. Trước khi chạy lệnh cài đặt, hãy đảm bảo rằng [Docker](https://docs.docker.com/get-docker/) và [Docker Compose](https://docs.docker.com/compose/install/) đã được cài đặt trên máy của bạn:
+Cách dễ nhất để khởi động máy chủ Dify là chạy tệp [docker-compose.yml](docker/docker-compose.yaml) của chúng tôi. Trước khi chạy lệnh cài đặt, hãy đảm bảo rằng [Docker](https://docs.docker.com/get-docker/) và [Docker Compose](https://docs.docker.com/compose/install/) đã được cài đặt trên máy của bạn:
 
 ```bash
 cd docker
@@ -119,7 +117,7 @@ Sau khi chạy, bạn có thể truy cập bảng điều khiển Dify trong tr
 
 ## Các bước tiếp theo
 
-Nếu bạn cần tùy chỉnh cấu hình, vui lòng tham khảo các nhận xét trong tệp [.env.example](../../docker/.env.example) của chúng tôi và cập nhật các giá trị tương ứng trong tệp `.env` của bạn. Ngoài ra, bạn có thể cần điều chỉnh tệp `docker-compose.yaml`, chẳng hạn như thay đổi phiên bản hình ảnh, ánh xạ cổng hoặc gắn kết khối lượng, dựa trên môi trường triển khai cụ thể và yêu cầu của bạn. Sau khi thực hiện bất kỳ thay đổi nào, vui lòng chạy lại `docker-compose up -d`. Bạn có thể tìm thấy danh sách đầy đủ các biến môi trường có sẵn [tại đây](https://docs.dify.ai/getting-started/install-self-hosted/environments).
+Nếu bạn cần tùy chỉnh cấu hình, vui lòng tham khảo các nhận xét trong tệp [.env.example](docker/.env.example) của chúng tôi và cập nhật các giá trị tương ứng trong tệp `.env` của bạn. Ngoài ra, bạn có thể cần điều chỉnh tệp `docker-compose.yaml`, chẳng hạn như thay đổi phiên bản hình ảnh, ánh xạ cổng hoặc gắn kết khối lượng, dựa trên môi trường triển khai cụ thể và yêu cầu của bạn. Sau khi thực hiện bất kỳ thay đổi nào, vui lòng chạy lại `docker-compose up -d`. Bạn có thể tìm thấy danh sách đầy đủ các biến môi trường có sẵn [tại đây](https://docs.dify.ai/getting-started/install-self-hosted/environments).
 
 Nếu bạn muốn cấu hình một cài đặt có độ sẵn sàng cao, có các [Helm Charts](https://helm.sh/) và tệp YAML do cộng đồng đóng góp cho phép Dify được triển khai trên Kubernetes.
 
@@ -164,7 +162,7 @@ Triển khai Dify lên AKS chỉ với một cú nhấp chuột bằng [Azure De
 
 ## Đóng góp
 
-Đối với những người muốn đóng góp mã, xem [Hướng dẫn Đóng góp](./CONTRIBUTING.md) của chúng tôi.
+Đối với những người muốn đóng góp mã, xem [Hướng dẫn Đóng góp](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_VI.md) của chúng tôi.
 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.
@@ -178,7 +176,7 @@ Triển khai Dify lên AKS chỉ với một cú nhấp chuột bằng [Azure De
 ## Cộng đồng & liên hệ
 
 - [Thảo luận GitHub](https://github.com/langgenius/dify/discussions). Tốt nhất cho: chia sẻ phản hồi và đặt câu hỏi.
-- [Vấn đề GitHub](https://github.com/langgenius/dify/issues). Tốt nhất cho: lỗi bạn gặp phải khi sử dụng Dify.AI và đề xuất tính năng. Xem [Hướng dẫn Đóng góp](./CONTRIBUTING.md) của chúng tôi.
+- [Vấn đề GitHub](https://github.com/langgenius/dify/issues). Tốt nhất cho: lỗi bạn gặp phải khi sử dụng Dify.AI và đề xuất tính năng. Xem [Hướng dẫn Đóng góp](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) của chúng tôi.
 - [Discord](https://discord.gg/FngNHpbcY7). Tốt nhất cho: chia sẻ ứng dụng của bạn và giao lưu với cộng đồng.
 - [X(Twitter)](https://twitter.com/dify_ai). Tốt nhất cho: chia sẻ ứng dụng của bạn và giao lưu với cộng đồng.
 
@@ -192,4 +190,4 @@ Triển khai Dify lên AKS chỉ với một cú nhấp chuột bằng [Azure De
 
 ## Giấy phép
 
-Kho lưu trữ này có sẵn theo [Giấy phép Mã nguồn Mở Dify](../../LICENSE), về cơ bản là Apache 2.0 với một vài hạn chế bổ sung.
+Kho lưu trữ này có sẵn theo [Giấy phép Mã nguồn Mở Dify](LICENSE), về cơ bản là Apache 2.0 với một vài hạn chế bổ sung.

api/.env.example

@@ -76,7 +76,6 @@ DB_HOST=localhost
 DB_PORT=5432
 DB_DATABASE=dify
 SQLALCHEMY_POOL_PRE_PING=true
-SQLALCHEMY_POOL_TIMEOUT=30
 
 # Storage configuration
 # use for store upload files, private keys...
@@ -304,8 +303,6 @@ BAIDU_VECTOR_DB_API_KEY=dify
 BAIDU_VECTOR_DB_DATABASE=dify
 BAIDU_VECTOR_DB_SHARD=1
 BAIDU_VECTOR_DB_REPLICAS=3
-BAIDU_VECTOR_DB_INVERTED_INDEX_ANALYZER=DEFAULT_ANALYZER
-BAIDU_VECTOR_DB_INVERTED_INDEX_PARSER_MODE=COARSE_MODE
 
 # Upstash configuration
 UPSTASH_VECTOR_URL=your-server-url
@@ -331,7 +328,7 @@ MATRIXONE_DATABASE=dify
 LINDORM_URL=http://ld-*******************-proxy-search-pub.lindorm.aliyuncs.com:30070
 LINDORM_USERNAME=admin
 LINDORM_PASSWORD=admin
-LINDORM_USING_UGC=True
+USING_UGC_INDEX=False
 LINDORM_QUERY_TIMEOUT=1
 
 # OceanBase Vector configuration
@@ -408,9 +405,6 @@ SSRF_DEFAULT_TIME_OUT=5
 SSRF_DEFAULT_CONNECT_TIME_OUT=5
 SSRF_DEFAULT_READ_TIME_OUT=5
 SSRF_DEFAULT_WRITE_TIME_OUT=5
-SSRF_POOL_MAX_CONNECTIONS=100
-SSRF_POOL_MAX_KEEPALIVE_CONNECTIONS=20
-SSRF_POOL_KEEPALIVE_EXPIRY=5.0
 
 BATCH_UPLOAD_LIMIT=10
 KEYWORD_DATA_SOURCE_TYPE=database
@@ -421,14 +415,10 @@ WORKFLOW_FILE_UPLOAD_LIMIT=10
 # CODE EXECUTION CONFIGURATION
 CODE_EXECUTION_ENDPOINT=http://127.0.0.1:8194
 CODE_EXECUTION_API_KEY=dify-sandbox
-CODE_EXECUTION_SSL_VERIFY=True
-CODE_EXECUTION_POOL_MAX_CONNECTIONS=100
-CODE_EXECUTION_POOL_MAX_KEEPALIVE_CONNECTIONS=20
-CODE_EXECUTION_POOL_KEEPALIVE_EXPIRY=5.0
 CODE_MAX_NUMBER=9223372036854775807
 CODE_MIN_NUMBER=-9223372036854775808
-CODE_MAX_STRING_LENGTH=400000
-TEMPLATE_TRANSFORM_MAX_LENGTH=400000
+CODE_MAX_STRING_LENGTH=80000
+TEMPLATE_TRANSFORM_MAX_LENGTH=80000
 CODE_MAX_STRING_ARRAY_LENGTH=30
 CODE_MAX_OBJECT_ARRAY_LENGTH=30
 CODE_MAX_NUMBER_ARRAY_LENGTH=1000
@@ -468,18 +458,9 @@ INDEXING_MAX_SEGMENTATION_TOKENS_LENGTH=4000
 WORKFLOW_MAX_EXECUTION_STEPS=500
 WORKFLOW_MAX_EXECUTION_TIME=1200
 WORKFLOW_CALL_MAX_DEPTH=5
+WORKFLOW_PARALLEL_DEPTH_LIMIT=3
 MAX_VARIABLE_SIZE=204800
 
-# GraphEngine Worker Pool Configuration
-# Minimum number of workers per GraphEngine instance (default: 1)
-GRAPH_ENGINE_MIN_WORKERS=1
-# Maximum number of workers per GraphEngine instance (default: 10)
-GRAPH_ENGINE_MAX_WORKERS=10
-# Queue depth threshold that triggers worker scale up (default: 3)
-GRAPH_ENGINE_SCALE_UP_THRESHOLD=3
-# Seconds of idle time before scaling down workers (default: 5.0)
-GRAPH_ENGINE_SCALE_DOWN_IDLE_TIME=5.0
-
 # Workflow storage configuration
 # Options: rdbms, hybrid
 # rdbms: Use only the relational database (default)

api/.importlinter

@@ -1,105 +0,0 @@
-[importlinter]
-root_packages =
-    core
-    configs
-    controllers
-    models
-    tasks
-    services
-
-[importlinter:contract:workflow]
-name = Workflow
-type=layers
-layers =
-    graph_engine
-    graph_events
-    graph
-    nodes
-    node_events
-    entities
-containers =
-    core.workflow
-ignore_imports =
-    core.workflow.nodes.base.node -> core.workflow.graph_events
-    core.workflow.nodes.iteration.iteration_node -> core.workflow.graph_events
-    core.workflow.nodes.loop.loop_node -> core.workflow.graph_events
-
-    core.workflow.nodes.node_factory -> core.workflow.graph
-    core.workflow.nodes.iteration.iteration_node -> core.workflow.graph_engine
-    core.workflow.nodes.iteration.iteration_node -> core.workflow.graph
-    core.workflow.nodes.iteration.iteration_node -> core.workflow.graph_engine.command_channels
-    core.workflow.nodes.loop.loop_node -> core.workflow.graph_engine
-    core.workflow.nodes.loop.loop_node -> core.workflow.graph
-    core.workflow.nodes.loop.loop_node -> core.workflow.graph_engine.command_channels
-
-[importlinter:contract:rsc]
-name = RSC
-type = layers
-layers =
-    graph_engine
-    response_coordinator
-containers =
-    core.workflow.graph_engine
-
-[importlinter:contract:worker]
-name = Worker
-type = layers
-layers =
-    graph_engine
-    worker
-containers =
-    core.workflow.graph_engine
-
-[importlinter:contract:graph-engine-architecture]
-name = Graph Engine Architecture
-type = layers
-layers =
-    graph_engine
-    orchestration
-    command_processing
-    event_management
-    error_handler
-    graph_traversal
-    graph_state_manager
-    worker_management
-    domain
-containers =
-    core.workflow.graph_engine
-
-[importlinter:contract:domain-isolation]
-name = Domain Model Isolation
-type = forbidden
-source_modules =
-    core.workflow.graph_engine.domain
-forbidden_modules =
-    core.workflow.graph_engine.worker_management
-    core.workflow.graph_engine.command_channels
-    core.workflow.graph_engine.layers
-    core.workflow.graph_engine.protocols
-
-[importlinter:contract:worker-management]
-name = Worker Management
-type = forbidden
-source_modules =
-    core.workflow.graph_engine.worker_management
-forbidden_modules =
-    core.workflow.graph_engine.orchestration
-    core.workflow.graph_engine.command_processing
-    core.workflow.graph_engine.event_management
-
-
-[importlinter:contract:graph-traversal-components]
-name = Graph Traversal Components
-type = layers
-layers =
-    edge_processor
-    skip_propagator
-containers =
-    core.workflow.graph_engine.graph_traversal
-
-[importlinter:contract:command-channels]
-name = Command Channels Independence
-type = independence
-modules =
-    core.workflow.graph_engine.command_channels.in_memory_channel
-    core.workflow.graph_engine.command_channels.redis_channel

api/.ruff.toml

@@ -5,7 +5,7 @@ line-length = 120
 quote-style = "double"
 
 [lint]
-preview = true
+preview = false
 select = [
     "B",       # flake8-bugbear rules
     "C4",      # flake8-comprehensions
@@ -30,7 +30,6 @@ select = [
     "RUF022",  # unsorted-dunder-all
     "S506",    # unsafe-yaml-load
     "SIM",     # flake8-simplify rules
-    "T201",    # print-found
     "TRY400",  # error-instead-of-exception
     "TRY401",  # verbose-log-message
     "UP",      # pyupgrade rules
@@ -46,7 +45,6 @@ select = [
     "G001", # don't use str format to logging messages
     "G003", # don't use + in logging messages
     "G004", # don't use f-strings to format logging messages
-    "UP042", # use StrEnum
 ]
 
 ignore = [
@@ -66,7 +64,6 @@ ignore = [
     "B006",    # mutable-argument-default
     "B007",    # unused-loop-control-variable
     "B026",    # star-arg-unpacking-after-keyword-arg
-    "B901",    # allow return in yield
     "B903",    # class-as-data-structure
     "B904",    # raise-without-from-inside-except
     "B905",    # zip-without-explicit-strict
@@ -92,18 +89,11 @@ ignore = [
 "configs/*" = [
     "N802", # invalid-function-name
 ]
-"core/model_runtime/callbacks/base_callback.py" = [
-    "T201",
-]
-"core/workflow/callbacks/workflow_logging_callback.py" = [
-    "T201",
-]
 "libs/gmpy2_pkcs10aep_cipher.py" = [
     "N803", # invalid-argument-name
 ]
 "tests/*" = [
     "F811", # redefined-while-unused
-    "T201", # allow print in tests
 ]
 
 [lint.pyflakes]

api/README.md

@@ -80,10 +80,10 @@
 1. If you need to handle and debug the async tasks (e.g. dataset importing and documents indexing), please start the worker service.
 
 ```bash
-uv run celery -A app.celery worker -P gevent -c 2 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation
+uv run celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation
 ```
 
-Additionally, if you want to debug the celery scheduled tasks, you can run the following command in another terminal to start the beat service:
+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

api/app.py

@@ -1,3 +1,4 @@
+import os
 import sys
 
 
@@ -16,20 +17,20 @@ 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
-    #
-    # # gevent
-    # monkey.patch_all()
-    #
-    # from grpc.experimental import gevent as grpc_gevent  # type: ignore
-    #
-    # # grpc gevent
-    # grpc_gevent.init_gevent()
+    if (flask_debug := os.environ.get("FLASK_DEBUG", "0")) and flask_debug.lower() in {"false", "0", "no"}:
+        from gevent import monkey
 
-    # import psycogreen.gevent  # type: ignore
-    #
-    # psycogreen.gevent.patch_psycopg()
+        # 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()
 
     from app_factory import create_app
 

api/app_factory.py

@@ -50,7 +50,6 @@ def initialize_extensions(app: DifyApp):
         ext_commands,
         ext_compress,
         ext_database,
-        ext_elasticsearch,
         ext_hosting_provider,
         ext_import_modules,
         ext_logging,
@@ -83,7 +82,6 @@ def initialize_extensions(app: DifyApp):
         ext_migrate,
         ext_redis,
         ext_storage,
-        ext_elasticsearch,
         ext_celery,
         ext_login,
         ext_mail,

api/celery_entrypoint.py

@@ -1,13 +0,0 @@
-import psycogreen.gevent as pscycogreen_gevent  # type: ignore
-from grpc.experimental import gevent as grpc_gevent  # type: ignore
-
-# grpc gevent
-grpc_gevent.init_gevent()
-print("gRPC patched with gevent.", flush=True)  # noqa: T201
-pscycogreen_gevent.patch_psycopg()
-print("psycopg2 patched with gevent.", flush=True)  # noqa: T201
-
-
-from app import app, celery
-
-__all__ = ["app", "celery"]

api/configs/__init__.py

@@ -1,3 +1,3 @@
 from .app_config import DifyConfig
 
-dify_config = DifyConfig()  # type: ignore
+dify_config = DifyConfig()

api/configs/feature/__init__.py

@@ -1,4 +1,3 @@
-from enum import StrEnum
 from typing import Literal
 
 from pydantic import (
@@ -113,21 +112,6 @@ class CodeExecutionSandboxConfig(BaseSettings):
         default=10.0,
     )
 
-    CODE_EXECUTION_POOL_MAX_CONNECTIONS: PositiveInt = Field(
-        description="Maximum number of concurrent connections for the code execution HTTP client",
-        default=100,
-    )
-
-    CODE_EXECUTION_POOL_MAX_KEEPALIVE_CONNECTIONS: PositiveInt = Field(
-        description="Maximum number of persistent keep-alive connections for the code execution HTTP client",
-        default=20,
-    )
-
-    CODE_EXECUTION_POOL_KEEPALIVE_EXPIRY: PositiveFloat | None = Field(
-        description="Keep-alive expiry in seconds for idle connections (set to None to disable)",
-        default=5.0,
-    )
-
     CODE_MAX_NUMBER: PositiveInt = Field(
         description="Maximum allowed numeric value in code execution",
         default=9223372036854775807,
@@ -150,7 +134,7 @@ class CodeExecutionSandboxConfig(BaseSettings):
 
     CODE_MAX_STRING_LENGTH: PositiveInt = Field(
         description="Maximum allowed length for strings in code execution",
-        default=400_000,
+        default=80000,
     )
 
     CODE_MAX_STRING_ARRAY_LENGTH: PositiveInt = Field(
@@ -168,11 +152,6 @@ class CodeExecutionSandboxConfig(BaseSettings):
         default=1000,
     )
 
-    CODE_EXECUTION_SSL_VERIFY: bool = Field(
-        description="Enable or disable SSL verification for code execution requests",
-        default=True,
-    )
-
 
 class PluginConfig(BaseSettings):
     """
@@ -424,21 +403,6 @@ class HttpConfig(BaseSettings):
         default=5,
     )
 
-    SSRF_POOL_MAX_CONNECTIONS: PositiveInt = Field(
-        description="Maximum number of concurrent connections for the SSRF HTTP client",
-        default=100,
-    )
-
-    SSRF_POOL_MAX_KEEPALIVE_CONNECTIONS: PositiveInt = Field(
-        description="Maximum number of persistent keep-alive connections for the SSRF HTTP client",
-        default=20,
-    )
-
-    SSRF_POOL_KEEPALIVE_EXPIRY: PositiveFloat | None = Field(
-        description="Keep-alive expiry in seconds for idle SSRF connections (set to None to disable)",
-        default=5.0,
-    )
-
     RESPECT_XFORWARD_HEADERS_ENABLED: bool = Field(
         description="Enable handling of X-Forwarded-For, X-Forwarded-Proto, and X-Forwarded-Port headers"
         " when the app is behind a single trusted reverse proxy.",
@@ -541,22 +505,6 @@ class UpdateConfig(BaseSettings):
     )
 
 
-class WorkflowVariableTruncationConfig(BaseSettings):
-    WORKFLOW_VARIABLE_TRUNCATION_MAX_SIZE: PositiveInt = Field(
-        # 100KB
-        1024_000,
-        description="Maximum size for variable to trigger final truncation.",
-    )
-    WORKFLOW_VARIABLE_TRUNCATION_STRING_LENGTH: PositiveInt = Field(
-        100000,
-        description="maximum length for string to trigger tuncation, measure in number of characters",
-    )
-    WORKFLOW_VARIABLE_TRUNCATION_ARRAY_LENGTH: PositiveInt = Field(
-        1000,
-        description="maximum length for array to trigger truncation.",
-    )
-
-
 class WorkflowConfig(BaseSettings):
     """
     Configuration for workflow execution
@@ -577,36 +525,14 @@ class WorkflowConfig(BaseSettings):
         default=5,
     )
 
-    MAX_VARIABLE_SIZE: PositiveInt = Field(
-        description="Maximum size in bytes for a single variable in workflows. Default to 200 KB.",
-        default=200 * 1024,
-    )
-
-    TEMPLATE_TRANSFORM_MAX_LENGTH: PositiveInt = Field(
-        description="Maximum number of characters allowed in Template Transform node output",
-        default=400_000,
-    )
-
-    # GraphEngine Worker Pool Configuration
-    GRAPH_ENGINE_MIN_WORKERS: PositiveInt = Field(
-        description="Minimum number of workers per GraphEngine instance",
-        default=1,
-    )
-
-    GRAPH_ENGINE_MAX_WORKERS: PositiveInt = Field(
-        description="Maximum number of workers per GraphEngine instance",
-        default=10,
-    )
-
-    GRAPH_ENGINE_SCALE_UP_THRESHOLD: PositiveInt = Field(
-        description="Queue depth threshold that triggers worker scale up",
+    WORKFLOW_PARALLEL_DEPTH_LIMIT: PositiveInt = Field(
+        description="Maximum allowed depth for nested parallel executions",
         default=3,
     )
 
-    GRAPH_ENGINE_SCALE_DOWN_IDLE_TIME: float = Field(
-        description="Seconds of idle time before scaling down workers",
-        default=5.0,
-        ge=0.1,
+    MAX_VARIABLE_SIZE: PositiveInt = Field(
+        description="Maximum size in bytes for a single variable in workflows. Default to 200 KB.",
+        default=200 * 1024,
     )
 
 
@@ -659,67 +585,6 @@ class RepositoryConfig(BaseSettings):
     )
 
 
-class ElasticsearchConfig(BaseSettings):
-    """
-    Configuration for Elasticsearch integration
-    """
-
-    ELASTICSEARCH_ENABLED: bool = Field(
-        description="Enable Elasticsearch for workflow logs storage",
-        default=False,
-    )
-
-    ELASTICSEARCH_HOSTS: list[str] = Field(
-        description="List of Elasticsearch hosts",
-        default=["http://localhost:9200"],
-    )
-
-    ELASTICSEARCH_USERNAME: str | None = Field(
-        description="Elasticsearch username for authentication",
-        default=None,
-    )
-
-    ELASTICSEARCH_PASSWORD: str | None = Field(
-        description="Elasticsearch password for authentication",
-        default=None,
-    )
-
-    ELASTICSEARCH_USE_SSL: bool = Field(
-        description="Use SSL/TLS for Elasticsearch connections",
-        default=False,
-    )
-
-    ELASTICSEARCH_VERIFY_CERTS: bool = Field(
-        description="Verify SSL certificates for Elasticsearch connections",
-        default=True,
-    )
-
-    ELASTICSEARCH_CA_CERTS: str | None = Field(
-        description="Path to CA certificates file for Elasticsearch SSL verification",
-        default=None,
-    )
-
-    ELASTICSEARCH_TIMEOUT: int = Field(
-        description="Elasticsearch request timeout in seconds",
-        default=30,
-    )
-
-    ELASTICSEARCH_MAX_RETRIES: int = Field(
-        description="Maximum number of retries for Elasticsearch requests",
-        default=3,
-    )
-
-    ELASTICSEARCH_INDEX_PREFIX: str = Field(
-        description="Prefix for Elasticsearch indices",
-        default="dify",
-    )
-
-    ELASTICSEARCH_RETENTION_DAYS: int = Field(
-        description="Number of days to retain data in Elasticsearch",
-        default=30,
-    )
-
-
 class AuthConfig(BaseSettings):
     """
     Configuration for authentication and OAuth
@@ -808,35 +673,11 @@ class ToolConfig(BaseSettings):
     )
 
 
-class TemplateMode(StrEnum):
-    # unsafe mode allows flexible operations in templates, but may cause security vulnerabilities
-    UNSAFE = "unsafe"
-
-    # sandbox mode restricts some unsafe operations like accessing __class__.
-    # however, it is still not 100% safe, for example, cpu exploitation can happen.
-    SANDBOX = "sandbox"
-
-    # templating is disabled
-    DISABLED = "disabled"
-
-
 class MailConfig(BaseSettings):
     """
     Configuration for email services
     """
 
-    MAIL_TEMPLATING_MODE: TemplateMode = Field(
-        description="Template mode for email services",
-        default=TemplateMode.SANDBOX,
-    )
-
-    MAIL_TEMPLATING_TIMEOUT: int = Field(
-        description="""
-        Timeout for email templating in seconds. Used to prevent infinite loops in malicious templates. 
-        Only available in sandbox mode.""",
-        default=3,
-    )
-
     MAIL_TYPE: str | None = Field(
         description="Email service provider type ('smtp' or 'resend' or 'sendGrid), default to None.",
         default=None,
@@ -1169,7 +1010,6 @@ class FeatureConfig(
     AuthConfig,  # Changed from OAuthConfig to AuthConfig
     BillingConfig,
     CodeExecutionSandboxConfig,
-    ElasticsearchConfig,
     PluginConfig,
     MarketplaceConfig,
     DataSetConfig,
@@ -1201,6 +1041,5 @@ class FeatureConfig(
     CeleryBeatConfig,
     CeleryScheduleTasksConfig,
     WorkflowLogConfig,
-    WorkflowVariableTruncationConfig,
 ):
     pass

api/configs/feature/hosted_service/__init__.py

@@ -220,28 +220,11 @@ 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="remote",
-    )
-
-    HOSTED_FETCH_PIPELINE_TEMPLATES_REMOTE_DOMAIN: str = Field(
-        description="Domain for fetching remote pipeline templates",
-        default="https://tmpl.dify.ai",
-    )
-
-
 class HostedServiceConfig(
     # place the configs in alphabet order
     HostedAnthropicConfig,
     HostedAzureOpenAiConfig,
     HostedFetchAppTemplateConfig,
-    HostedFetchPipelineTemplateConfig,
     HostedMinmaxConfig,
     HostedOpenAiConfig,
     HostedSparkConfig,

api/configs/middleware/__init__.py

@@ -187,11 +187,6 @@ class DatabaseConfig(BaseSettings):
         default=False,
     )
 
-    SQLALCHEMY_POOL_TIMEOUT: NonNegativeInt = Field(
-        description="Number of seconds to wait for a connection from the pool before raising a timeout error.",
-        default=30,
-    )
-
     RETRIEVAL_SERVICE_EXECUTORS: NonNegativeInt = Field(
         description="Number of processes for the retrieval service, default to CPU cores.",
         default=os.cpu_count() or 1,
@@ -221,7 +216,6 @@ class DatabaseConfig(BaseSettings):
             "connect_args": connect_args,
             "pool_use_lifo": self.SQLALCHEMY_POOL_USE_LIFO,
             "pool_reset_on_return": None,
-            "pool_timeout": self.SQLALCHEMY_POOL_TIMEOUT,
         }
 
 

api/configs/middleware/vdb/baidu_vector_config.py

@@ -41,13 +41,3 @@ class BaiduVectorDBConfig(BaseSettings):
         description="Number of replicas for the Baidu Vector Database (default is 3)",
         default=3,
     )
-
-    BAIDU_VECTOR_DB_INVERTED_INDEX_ANALYZER: str = Field(
-        description="Analyzer type for inverted index in Baidu Vector Database (default is DEFAULT_ANALYZER)",
-        default="DEFAULT_ANALYZER",
-    )
-
-    BAIDU_VECTOR_DB_INVERTED_INDEX_PARSER_MODE: str = Field(
-        description="Parser mode for inverted index in Baidu Vector Database (default is COARSE_MODE)",
-        default="COARSE_MODE",
-    )

api/configs/middleware/vdb/lindorm_config.py

@@ -19,15 +19,15 @@ class LindormConfig(BaseSettings):
         description="Lindorm password",
         default=None,
     )
-    LINDORM_INDEX_TYPE: str | None = Field(
+    DEFAULT_INDEX_TYPE: str | None = Field(
         description="Lindorm Vector Index Type, hnsw or flat is available in dify",
         default="hnsw",
     )
-    LINDORM_DISTANCE_TYPE: str | None = Field(
+    DEFAULT_DISTANCE_TYPE: str | None = Field(
         description="Vector Distance Type, support l2, cosinesimil, innerproduct", default="l2"
     )
-    LINDORM_USING_UGC: bool | None = Field(
-        description="Using UGC index will store indexes with the same IndexType/Dimension in a single big index.",
-        default=True,
+    USING_UGC_INDEX: bool | None = Field(
+        description="Using UGC index will store the same type of Index in a single index but can retrieve separately.",
+        default=False,
     )
     LINDORM_QUERY_TIMEOUT: float | None = Field(description="The lindorm search request timeout (s)", default=2.0)

api/configs/middleware/vdb/oceanbase_config.py

@@ -37,15 +37,3 @@ class OceanBaseVectorConfig(BaseSettings):
         "with older versions",
         default=False,
     )
-
-    OCEANBASE_FULLTEXT_PARSER: str | None = Field(
-        description=(
-            "Fulltext parser to use for text indexing. "
-            "Built-in options: 'ngram' (N-gram tokenizer for English/numbers), "
-            "'beng' (Basic English tokenizer), 'space' (Space-based tokenizer), "
-            "'ngram2' (Improved N-gram tokenizer), 'ik' (Chinese tokenizer). "
-            "External plugins (require installation): 'japanese_ftparser' (Japanese tokenizer), "
-            "'thai_ftparser' (Thai tokenizer). Default is 'ik'"
-        ),
-        default="ik",
-    )

api/configs/remote_settings_sources/apollo/utils.py

@@ -29,7 +29,7 @@ def no_key_cache_key(namespace: str, key: str) -> str:
 
 
 # Returns whether the obtained value is obtained, and None if it does not
-def get_value_from_dict(namespace_cache: dict[str, Any] | None, key: str) -> Any:
+def get_value_from_dict(namespace_cache: dict[str, Any] | None, key: str) -> Any | None:
     if namespace_cache:
         kv_data = namespace_cache.get(CONFIGURATIONS)
         if kv_data is None:

api/configs/remote_settings_sources/nacos/http_request.py

@@ -5,7 +5,7 @@ import logging
 import os
 import time
 
-import httpx
+import requests
 
 logger = logging.getLogger(__name__)
 
@@ -30,10 +30,10 @@ class NacosHttpClient:
             params = {}
         try:
             self._inject_auth_info(headers, params)
-            response = httpx.request(method, url="http://" + self.server + url, headers=headers, params=params)
+            response = requests.request(method, url="http://" + self.server + url, headers=headers, params=params)
             response.raise_for_status()
             return response.text
-        except httpx.RequestError as e:
+        except requests.RequestException as e:
             return f"Request to Nacos failed: {e}"
 
     def _inject_auth_info(self, headers: dict[str, str], params: dict[str, str], module: str = "config") -> None:
@@ -78,7 +78,7 @@ class NacosHttpClient:
         params = {"username": self.username, "password": self.password}
         url = "http://" + self.server + "/nacos/v1/auth/login"
         try:
-            resp = httpx.request("POST", url, headers=None, params=params)
+            resp = requests.request("POST", url, headers=None, params=params)
             resp.raise_for_status()
             response_data = resp.json()
             self.token = response_data.get("accessToken")

api/constants/__init__.py

@@ -1,5 +1,4 @@
 from configs import dify_config
-from libs.collection_utils import convert_to_lower_and_upper_set
 
 HIDDEN_VALUE = "[__HIDDEN__]"
 UNKNOWN_VALUE = "[__UNKNOWN__]"
@@ -7,39 +6,24 @@ UUID_NIL = "00000000-0000-0000-0000-000000000000"
 
 DEFAULT_FILE_NUMBER_LIMITS = 3
 
-IMAGE_EXTENSIONS = convert_to_lower_and_upper_set({"jpg", "jpeg", "png", "webp", "gif", "svg"})
+IMAGE_EXTENSIONS = ["jpg", "jpeg", "png", "webp", "gif", "svg"]
+IMAGE_EXTENSIONS.extend([ext.upper() for ext in IMAGE_EXTENSIONS])
 
-VIDEO_EXTENSIONS = convert_to_lower_and_upper_set({"mp4", "mov", "mpeg", "webm"})
+VIDEO_EXTENSIONS = ["mp4", "mov", "mpeg", "webm"]
+VIDEO_EXTENSIONS.extend([ext.upper() for ext in VIDEO_EXTENSIONS])
 
-AUDIO_EXTENSIONS = convert_to_lower_and_upper_set({"mp3", "m4a", "wav", "amr", "mpga"})
+AUDIO_EXTENSIONS = ["mp3", "m4a", "wav", "amr", "mpga"]
+AUDIO_EXTENSIONS.extend([ext.upper() for ext in AUDIO_EXTENSIONS])
 
-_doc_extensions: set[str]
+
+_doc_extensions: list[str]
 if dify_config.ETL_TYPE == "Unstructured":
-    _doc_extensions = {
-        "txt",
-        "markdown",
-        "md",
-        "mdx",
-        "pdf",
-        "html",
-        "htm",
-        "xlsx",
-        "xls",
-        "vtt",
-        "properties",
-        "doc",
-        "docx",
-        "csv",
-        "eml",
-        "msg",
-        "pptx",
-        "xml",
-        "epub",
-    }
+    _doc_extensions = ["txt", "markdown", "md", "mdx", "pdf", "html", "htm", "xlsx", "xls", "vtt", "properties"]
+    _doc_extensions.extend(("doc", "docx", "csv", "eml", "msg", "pptx", "xml", "epub"))
     if dify_config.UNSTRUCTURED_API_URL:
-        _doc_extensions.add("ppt")
+        _doc_extensions.append("ppt")
 else:
-    _doc_extensions = {
+    _doc_extensions = [
         "txt",
         "markdown",
         "md",
@@ -53,5 +37,5 @@ else:
         "csv",
         "vtt",
         "properties",
-    }
-DOCUMENT_EXTENSIONS: set[str] = convert_to_lower_and_upper_set(_doc_extensions)
+    ]
+DOCUMENT_EXTENSIONS = _doc_extensions + [ext.upper() for ext in _doc_extensions]

api/contexts/__init__.py

@@ -5,7 +5,6 @@ from typing import TYPE_CHECKING
 from contexts.wrapper import RecyclableContextVar
 
 if TYPE_CHECKING:
-    from core.datasource.__base.datasource_provider import DatasourcePluginProviderController
     from core.model_runtime.entities.model_entities import AIModelEntity
     from core.plugin.entities.plugin_daemon import PluginModelProviderEntity
     from core.tools.plugin_tool.provider import PluginToolProviderController
@@ -33,11 +32,3 @@ plugin_model_schema_lock: RecyclableContextVar[Lock] = RecyclableContextVar(Cont
 plugin_model_schemas: RecyclableContextVar[dict[str, "AIModelEntity"]] = RecyclableContextVar(
     ContextVar("plugin_model_schemas")
 )
-
-datasource_plugin_providers: RecyclableContextVar[dict[str, "DatasourcePluginProviderController"]] = (
-    RecyclableContextVar(ContextVar("datasource_plugin_providers"))
-)
-
-datasource_plugin_providers_lock: RecyclableContextVar[Lock] = RecyclableContextVar(
-    ContextVar("datasource_plugin_providers_lock")
-)

api/controllers/console/__init__.py

@@ -1,10 +1,31 @@
-from importlib import import_module
-
 from flask import Blueprint
 from flask_restx import Namespace
 
 from libs.external_api import ExternalApi
 
+from .app.app_import import AppImportApi, AppImportCheckDependenciesApi, AppImportConfirmApi
+from .explore.audio import ChatAudioApi, ChatTextApi
+from .explore.completion import ChatApi, ChatStopApi, CompletionApi, CompletionStopApi
+from .explore.conversation import (
+    ConversationApi,
+    ConversationListApi,
+    ConversationPinApi,
+    ConversationRenameApi,
+    ConversationUnPinApi,
+)
+from .explore.message import (
+    MessageFeedbackApi,
+    MessageListApi,
+    MessageMoreLikeThisApi,
+    MessageSuggestedQuestionApi,
+)
+from .explore.workflow import (
+    InstalledAppWorkflowRunApi,
+    InstalledAppWorkflowTaskStopApi,
+)
+from .files import FileApi, FilePreviewApi, FileSupportTypeApi
+from .remote_files import RemoteFileInfoApi, RemoteFileUploadApi
+
 bp = Blueprint("console", __name__, url_prefix="/console/api")
 
 api = ExternalApi(
@@ -14,23 +35,23 @@ api = ExternalApi(
     description="Console management APIs for app configuration, monitoring, and administration",
 )
 
+# Create namespace
 console_ns = Namespace("console", description="Console management API operations", path="/")
 
-RESOURCE_MODULES = (
-    "controllers.console.app.app_import",
-    "controllers.console.explore.audio",
-    "controllers.console.explore.completion",
-    "controllers.console.explore.conversation",
-    "controllers.console.explore.message",
-    "controllers.console.explore.workflow",
-    "controllers.console.files",
-    "controllers.console.remote_files",
-)
+# File
+api.add_resource(FileApi, "/files/upload")
+api.add_resource(FilePreviewApi, "/files/<uuid:file_id>/preview")
+api.add_resource(FileSupportTypeApi, "/files/support-type")
 
-for module_name in RESOURCE_MODULES:
-    import_module(module_name)
+# Remote files
+api.add_resource(RemoteFileInfoApi, "/remote-files/<path:url>")
+api.add_resource(RemoteFileUploadApi, "/remote-files/upload")
+
+# Import App
+api.add_resource(AppImportApi, "/apps/imports")
+api.add_resource(AppImportConfirmApi, "/apps/imports/<string:import_id>/confirm")
+api.add_resource(AppImportCheckDependenciesApi, "/apps/imports/<string:app_id>/check-dependencies")
 
-# Ensure resource modules are imported so route decorators are evaluated.
 # Import other controllers
 from . import (
     admin,
@@ -40,7 +61,6 @@ from . import (
     init_validate,
     ping,
     setup,
-    spec,
     version,
 )
 
@@ -94,15 +114,6 @@ from .datasets import (
     metadata,
     website,
 )
-from .datasets.rag_pipeline import (
-    datasource_auth,
-    datasource_content_preview,
-    rag_pipeline,
-    rag_pipeline_datasets,
-    rag_pipeline_draft_variable,
-    rag_pipeline_import,
-    rag_pipeline_workflow,
-)
 
 # Import explore controllers
 from .explore import (
@@ -129,6 +140,77 @@ from .workspace import (
     workspace,
 )
 
+# Explore Audio
+api.add_resource(ChatAudioApi, "/installed-apps/<uuid:installed_app_id>/audio-to-text", endpoint="installed_app_audio")
+api.add_resource(ChatTextApi, "/installed-apps/<uuid:installed_app_id>/text-to-audio", endpoint="installed_app_text")
+
+# Explore Completion
+api.add_resource(
+    CompletionApi, "/installed-apps/<uuid:installed_app_id>/completion-messages", endpoint="installed_app_completion"
+)
+api.add_resource(
+    CompletionStopApi,
+    "/installed-apps/<uuid:installed_app_id>/completion-messages/<string:task_id>/stop",
+    endpoint="installed_app_stop_completion",
+)
+api.add_resource(
+    ChatApi, "/installed-apps/<uuid:installed_app_id>/chat-messages", endpoint="installed_app_chat_completion"
+)
+api.add_resource(
+    ChatStopApi,
+    "/installed-apps/<uuid:installed_app_id>/chat-messages/<string:task_id>/stop",
+    endpoint="installed_app_stop_chat_completion",
+)
+
+# Explore Conversation
+api.add_resource(
+    ConversationRenameApi,
+    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>/name",
+    endpoint="installed_app_conversation_rename",
+)
+api.add_resource(
+    ConversationListApi, "/installed-apps/<uuid:installed_app_id>/conversations", endpoint="installed_app_conversations"
+)
+api.add_resource(
+    ConversationApi,
+    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>",
+    endpoint="installed_app_conversation",
+)
+api.add_resource(
+    ConversationPinApi,
+    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>/pin",
+    endpoint="installed_app_conversation_pin",
+)
+api.add_resource(
+    ConversationUnPinApi,
+    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>/unpin",
+    endpoint="installed_app_conversation_unpin",
+)
+
+
+# Explore Message
+api.add_resource(MessageListApi, "/installed-apps/<uuid:installed_app_id>/messages", endpoint="installed_app_messages")
+api.add_resource(
+    MessageFeedbackApi,
+    "/installed-apps/<uuid:installed_app_id>/messages/<uuid:message_id>/feedbacks",
+    endpoint="installed_app_message_feedback",
+)
+api.add_resource(
+    MessageMoreLikeThisApi,
+    "/installed-apps/<uuid:installed_app_id>/messages/<uuid:message_id>/more-like-this",
+    endpoint="installed_app_more_like_this",
+)
+api.add_resource(
+    MessageSuggestedQuestionApi,
+    "/installed-apps/<uuid:installed_app_id>/messages/<uuid:message_id>/suggested-questions",
+    endpoint="installed_app_suggested_question",
+)
+# Explore Workflow
+api.add_resource(InstalledAppWorkflowRunApi, "/installed-apps/<uuid:installed_app_id>/workflows/run")
+api.add_resource(
+    InstalledAppWorkflowTaskStopApi, "/installed-apps/<uuid:installed_app_id>/workflows/tasks/<string:task_id>/stop"
+)
+
 api.add_namespace(console_ns)
 
 __all__ = [
@@ -156,8 +238,6 @@ __all__ = [
     "datasets",
     "datasets_document",
     "datasets_segments",
-    "datasource_auth",
-    "datasource_content_preview",
     "email_register",
     "endpoint",
     "extension",
@@ -183,16 +263,10 @@ __all__ = [
     "parameter",
     "ping",
     "plugin",
-    "rag_pipeline",
-    "rag_pipeline_datasets",
-    "rag_pipeline_draft_variable",
-    "rag_pipeline_import",
-    "rag_pipeline_workflow",
     "recommended_app",
     "saved_message",
     "setup",
     "site",
-    "spec",
     "statistic",
     "tags",
     "tool_providers",

api/controllers/console/app/app.py

@@ -19,7 +19,6 @@ from core.ops.ops_trace_manager import OpsTraceManager
 from extensions.ext_database import db
 from fields.app_fields import app_detail_fields, app_detail_fields_with_site, app_pagination_fields
 from libs.login import login_required
-from libs.validators import validate_description_length
 from models import Account, App
 from services.app_dsl_service import AppDslService, ImportMode
 from services.app_service import AppService
@@ -29,6 +28,12 @@ from services.feature_service import FeatureService
 ALLOW_CREATE_APP_MODES = ["chat", "agent-chat", "advanced-chat", "workflow", "completion"]
 
 
+def _validate_description_length(description):
+    if description and len(description) > 400:
+        raise ValueError("Description cannot exceed 400 characters.")
+    return description
+
+
 @console_ns.route("/apps")
 class AppListApi(Resource):
     @api.doc("list_apps")
@@ -133,7 +138,7 @@ 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=_validate_description_length, location="json")
         parser.add_argument("mode", type=str, choices=ALLOW_CREATE_APP_MODES, location="json")
         parser.add_argument("icon_type", type=str, location="json")
         parser.add_argument("icon", type=str, location="json")
@@ -214,7 +219,7 @@ 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=_validate_description_length, location="json")
         parser.add_argument("icon_type", type=str, location="json")
         parser.add_argument("icon", type=str, location="json")
         parser.add_argument("icon_background", type=str, location="json")
@@ -292,7 +297,7 @@ 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=_validate_description_length, location="json")
         parser.add_argument("icon_type", type=str, location="json")
         parser.add_argument("icon", type=str, location="json")
         parser.add_argument("icon_background", type=str, location="json")

api/controllers/console/app/app_import.py

@@ -20,10 +20,7 @@ from services.app_dsl_service import AppDslService, ImportStatus
 from services.enterprise.enterprise_service import EnterpriseService
 from services.feature_service import FeatureService
 
-from .. import console_ns
 
-
-@console_ns.route("/apps/imports")
 class AppImportApi(Resource):
     @setup_required
     @login_required
@@ -77,7 +74,6 @@ class AppImportApi(Resource):
         return result.model_dump(mode="json"), 200
 
 
-@console_ns.route("/apps/imports/<string:import_id>/confirm")
 class AppImportConfirmApi(Resource):
     @setup_required
     @login_required
@@ -102,7 +98,6 @@ class AppImportConfirmApi(Resource):
         return result.model_dump(mode="json"), 200
 
 
-@console_ns.route("/apps/imports/<string:app_id>/check-dependencies")
 class AppImportCheckDependenciesApi(Resource):
     @setup_required
     @login_required

api/controllers/console/app/conversation.py

@@ -1,7 +1,6 @@
 from datetime import datetime
 
 import pytz  # pip install pytz
-import sqlalchemy as sa
 from flask_login import current_user
 from flask_restx import Resource, marshal_with, reqparse
 from flask_restx.inputs import int_range
@@ -71,7 +70,7 @@ class CompletionConversationApi(Resource):
         parser.add_argument("limit", type=int_range(1, 100), default=20, location="args")
         args = parser.parse_args()
 
-        query = sa.select(Conversation).where(
+        query = db.select(Conversation).where(
             Conversation.app_id == app_model.id, Conversation.mode == "completion", Conversation.is_deleted.is_(False)
         )
 
@@ -237,7 +236,7 @@ class ChatConversationApi(Resource):
             .subquery()
         )
 
-        query = sa.select(Conversation).where(Conversation.app_id == app_model.id, Conversation.is_deleted.is_(False))
+        query = db.select(Conversation).where(Conversation.app_id == app_model.id, Conversation.is_deleted.is_(False))
 
         if args["keyword"]:
             keyword_filter = f"%{args['keyword']}%"

api/controllers/console/app/generator.py

@@ -16,10 +16,7 @@ from core.helper.code_executor.javascript.javascript_code_provider import Javasc
 from core.helper.code_executor.python3.python3_code_provider import Python3CodeProvider
 from core.llm_generator.llm_generator import LLMGenerator
 from core.model_runtime.errors.invoke import InvokeError
-from extensions.ext_database import db
 from libs.login import login_required
-from models import App
-from services.workflow_service import WorkflowService
 
 
 @console_ns.route("/rule-generate")
@@ -208,6 +205,9 @@ class InstructionGenerateApi(Resource):
         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).where(App.id == args["flow_id"]).first()
                 if not app:
                     return {"error": f"app {args['flow_id']} not found"}, 400
@@ -261,7 +261,6 @@ class InstructionGenerateApi(Resource):
                     instruction=args["instruction"],
                     model_config=args["model_config"],
                     ideal_output=args["ideal_output"],
-                    workflow_service=WorkflowService(),
                 )
             return {"error": "incompatible parameters"}, 400
         except ProviderTokenNotInitError as ex:

api/controllers/console/app/message.py

@@ -62,9 +62,6 @@ class ChatMessageListApi(Resource):
     @account_initialization_required
     @marshal_with(message_infinite_scroll_pagination_fields)
     def get(self, app_model):
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
         parser = reqparse.RequestParser()
         parser.add_argument("conversation_id", required=True, type=uuid_value, location="args")
         parser.add_argument("first_id", type=uuid_value, location="args")

api/controllers/console/app/statistic.py

@@ -50,9 +50,8 @@ class DailyMessageStatistic(Resource):
 FROM
     messages
 WHERE
-    app_id = :app_id
-    AND invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
+    app_id = :app_id"""
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
@@ -188,9 +187,8 @@ class DailyTerminalsStatistic(Resource):
 FROM
     messages
 WHERE
-    app_id = :app_id
-    AND invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
+    app_id = :app_id"""
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
@@ -261,9 +259,8 @@ class DailyTokenCostStatistic(Resource):
 FROM
     messages
 WHERE
-    app_id = :app_id
-    AND invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
+    app_id = :app_id"""
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
@@ -343,9 +340,8 @@ FROM
             messages m
             ON c.id = m.conversation_id
         WHERE
-            c.app_id = :app_id
-            AND m.invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
+            c.app_id = :app_id"""
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
@@ -430,9 +426,8 @@ LEFT JOIN
     message_feedbacks mf
     ON mf.message_id=m.id AND mf.rating='like'
 WHERE
-    m.app_id = :app_id
-    AND m.invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
+    m.app_id = :app_id"""
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
@@ -507,9 +502,8 @@ class AverageResponseTimeStatistic(Resource):
 FROM
     messages
 WHERE
-    app_id = :app_id
-    AND invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
+    app_id = :app_id"""
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc
@@ -582,9 +576,8 @@ class TokensPerSecondStatistic(Resource):
 FROM
     messages
 WHERE
-    app_id = :app_id
-    AND invoke_from != :invoke_from"""
-        arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER.value}
+    app_id = :app_id"""
+        arg_dict = {"tz": account.timezone, "app_id": app_model.id}
 
         timezone = pytz.timezone(account.timezone)
         utc_timezone = pytz.utc

api/controllers/console/app/workflow.py

@@ -9,6 +9,7 @@ from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
+from configs import dify_config
 from controllers.console import api, console_ns
 from controllers.console.app.error import ConversationCompletedError, DraftWorkflowNotExist, DraftWorkflowNotSync
 from controllers.console.app.wraps import get_app_model
@@ -19,7 +20,6 @@ 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 core.workflow.graph_engine.manager import GraphEngineManager
 from extensions.ext_database import db
 from factories import file_factory, variable_factory
 from fields.workflow_fields import workflow_fields, workflow_pagination_fields
@@ -513,7 +513,7 @@ class DraftWorkflowRunApi(Resource):
             raise InvokeRateLimitHttpError(ex.description)
 
 
-@console_ns.route("/apps/<uuid:app_id>/workflow-runs/tasks/<string:task_id>/stop")
+@console_ns.route("/apps/<uuid:app_id>/workflows/tasks/<string:task_id>/stop")
 class WorkflowTaskStopApi(Resource):
     @api.doc("stop_workflow_task")
     @api.doc(description="Stop running workflow task")
@@ -536,12 +536,7 @@ class WorkflowTaskStopApi(Resource):
         if not current_user.has_edit_permission:
             raise Forbidden()
 
-        # Stop using both mechanisms for backward compatibility
-        # Legacy stop flag mechanism (without user check)
-        AppQueueManager.set_stop_flag_no_user_check(task_id)
-
-        # New graph engine command channel mechanism
-        GraphEngineManager.send_stop_command(task_id)
+        AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, current_user.id)
 
         return {"result": "success"}
 
@@ -687,7 +682,7 @@ class PublishedWorkflowApi(Resource):
         }
 
 
-@console_ns.route("/apps/<uuid:app_id>/workflows/default-workflow-block-configs")
+@console_ns.route("/apps/<uuid:app_id>/workflows/default-block-configs")
 class DefaultBlockConfigsApi(Resource):
     @api.doc("get_default_block_configs")
     @api.doc(description="Get default block configurations for workflow")
@@ -713,7 +708,7 @@ class DefaultBlockConfigsApi(Resource):
         return workflow_service.get_default_block_configs()
 
 
-@console_ns.route("/apps/<uuid:app_id>/workflows/default-workflow-block-configs/<string:block_type>")
+@console_ns.route("/apps/<uuid:app_id>/workflows/default-block-configs/<string:block_type>")
 class DefaultBlockConfigApi(Resource):
     @api.doc("get_default_block_config")
     @api.doc(description="Get default block configuration by type")
@@ -796,7 +791,25 @@ class ConvertToWorkflowApi(Resource):
         }
 
 
-@console_ns.route("/apps/<uuid:app_id>/workflows")
+@console_ns.route("/apps/<uuid:app_id>/workflows/config")
+class WorkflowConfigApi(Resource):
+    """Resource for workflow configuration."""
+
+    @api.doc("get_workflow_config")
+    @api.doc(description="Get workflow configuration")
+    @api.doc(params={"app_id": "Application ID"})
+    @api.response(200, "Workflow configuration retrieved successfully")
+    @setup_required
+    @login_required
+    @account_initialization_required
+    @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
+    def get(self, app_model: App):
+        return {
+            "parallel_depth_limit": dify_config.WORKFLOW_PARALLEL_DEPTH_LIMIT,
+        }
+
+
+@console_ns.route("/apps/<uuid:app_id>/workflows/published")
 class PublishedAllWorkflowApi(Resource):
     @api.doc("get_all_published_workflows")
     @api.doc(description="Get all published workflows for an application")
@@ -852,7 +865,7 @@ class PublishedAllWorkflowApi(Resource):
             }
 
 
-@console_ns.route("/apps/<uuid:app_id>/workflows/<string:workflow_id>")
+@console_ns.route("/apps/<uuid:app_id>/workflows/<uuid:workflow_id>")
 class WorkflowByIdApi(Resource):
     @api.doc("update_workflow_by_id")
     @api.doc(description="Update workflow by ID")

api/controllers/console/app/workflow_app_log.py

@@ -6,7 +6,7 @@ from sqlalchemy.orm import Session
 from controllers.console import api, console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
-from core.workflow.enums import WorkflowExecutionStatus
+from core.workflow.entities.workflow_execution import WorkflowExecutionStatus
 from extensions.ext_database import db
 from fields.workflow_app_log_fields import workflow_app_log_pagination_fields
 from libs.login import login_required

api/controllers/console/app/workflow_draft_variable.py

@@ -13,16 +13,14 @@ from controllers.console.app.error import (
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
 from controllers.web.error import InvalidArgumentError, NotFoundError
-from core.file import helpers as file_helpers
 from core.variables.segment_group import SegmentGroup
 from core.variables.segments import ArrayFileSegment, FileSegment, Segment
 from core.variables.types import SegmentType
 from core.workflow.constants import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIABLE_NODE_ID
-from extensions.ext_database import db
 from factories.file_factory import build_from_mapping, build_from_mappings
 from factories.variable_factory import build_segment_with_type
 from libs.login import current_user, login_required
-from models import App, AppMode
+from models import App, AppMode, db
 from models.account import Account
 from models.workflow import WorkflowDraftVariable
 from services.workflow_draft_variable_service import WorkflowDraftVariableList, WorkflowDraftVariableService
@@ -76,22 +74,6 @@ def _serialize_variable_type(workflow_draft_var: WorkflowDraftVariable) -> str:
     return value_type.exposed_type().value
 
 
-def _serialize_full_content(variable: WorkflowDraftVariable) -> dict | None:
-    """Serialize full_content information for large variables."""
-    if not variable.is_truncated():
-        return None
-
-    variable_file = variable.variable_file
-    assert variable_file is not None
-
-    return {
-        "size_bytes": variable_file.size,
-        "value_type": variable_file.value_type.exposed_type().value,
-        "length": variable_file.length,
-        "download_url": file_helpers.get_signed_file_url(variable_file.upload_file_id, as_attachment=True),
-    }
-
-
 _WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS = {
     "id": fields.String,
     "type": fields.String(attribute=lambda model: model.get_variable_type()),
@@ -101,13 +83,11 @@ _WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS = {
     "value_type": fields.String(attribute=_serialize_variable_type),
     "edited": fields.Boolean(attribute=lambda model: model.edited),
     "visible": fields.Boolean,
-    "is_truncated": fields.Boolean(attribute=lambda model: model.file_id is not None),
 }
 
 _WORKFLOW_DRAFT_VARIABLE_FIELDS = dict(
     _WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS,
     value=fields.Raw(attribute=_serialize_var_value),
-    full_content=fields.Raw(attribute=_serialize_full_content),
 )
 
 _WORKFLOW_DRAFT_ENV_VARIABLE_FIELDS = {

api/controllers/console/auth/data_source_bearer_auth.py

@@ -2,7 +2,7 @@ from flask_login import current_user
 from flask_restx import Resource, reqparse
 from werkzeug.exceptions import Forbidden
 
-from controllers.console import console_ns
+from controllers.console import api
 from controllers.console.auth.error import ApiKeyAuthFailedError
 from libs.login import login_required
 from services.auth.api_key_auth_service import ApiKeyAuthService
@@ -10,7 +10,6 @@ from services.auth.api_key_auth_service import ApiKeyAuthService
 from ..wraps import account_initialization_required, setup_required
 
 
-@console_ns.route("/api-key-auth/data-source")
 class ApiKeyAuthDataSource(Resource):
     @setup_required
     @login_required
@@ -34,7 +33,6 @@ class ApiKeyAuthDataSource(Resource):
         return {"sources": []}
 
 
-@console_ns.route("/api-key-auth/data-source/binding")
 class ApiKeyAuthDataSourceBinding(Resource):
     @setup_required
     @login_required
@@ -56,7 +54,6 @@ class ApiKeyAuthDataSourceBinding(Resource):
         return {"result": "success"}, 200
 
 
-@console_ns.route("/api-key-auth/data-source/<uuid:binding_id>")
 class ApiKeyAuthDataSourceBindingDelete(Resource):
     @setup_required
     @login_required
@@ -69,3 +66,8 @@ class ApiKeyAuthDataSourceBindingDelete(Resource):
         ApiKeyAuthService.delete_provider_auth(current_user.current_tenant_id, binding_id)
 
         return {"result": "success"}, 204
+
+
+api.add_resource(ApiKeyAuthDataSource, "/api-key-auth/data-source")
+api.add_resource(ApiKeyAuthDataSourceBinding, "/api-key-auth/data-source/binding")
+api.add_resource(ApiKeyAuthDataSourceBindingDelete, "/api-key-auth/data-source/<uuid:binding_id>")

api/controllers/console/auth/data_source_oauth.py

@@ -1,6 +1,6 @@
 import logging
 
-import httpx
+import requests
 from flask import current_app, redirect, request
 from flask_login import current_user
 from flask_restx import Resource, fields
@@ -119,7 +119,7 @@ class OAuthDataSourceBinding(Resource):
                 return {"error": "Invalid code"}, 400
             try:
                 oauth_provider.get_access_token(code)
-            except httpx.HTTPStatusError as e:
+            except requests.HTTPError as e:
                 logger.exception(
                     "An error occurred during the OAuthCallback process with %s: %s", provider, e.response.text
                 )
@@ -152,7 +152,7 @@ class OAuthDataSourceSync(Resource):
             return {"error": "Invalid provider"}, 400
         try:
             oauth_provider.sync_data_source(binding_id)
-        except httpx.HTTPStatusError as e:
+        except requests.HTTPError as e:
             logger.exception(
                 "An error occurred during the OAuthCallback process with %s: %s", provider, e.response.text
             )

api/controllers/console/auth/email_register.py

@@ -5,7 +5,7 @@ from sqlalchemy.orm import Session
 
 from configs import dify_config
 from constants.languages import languages
-from controllers.console import console_ns
+from controllers.console import api
 from controllers.console.auth.error import (
     EmailAlreadyInUseError,
     EmailCodeError,
@@ -25,7 +25,6 @@ from services.billing_service import BillingService
 from services.errors.account import AccountNotFoundError, AccountRegisterError
 
 
-@console_ns.route("/email-register/send-email")
 class EmailRegisterSendEmailApi(Resource):
     @setup_required
     @email_password_login_enabled
@@ -53,7 +52,6 @@ class EmailRegisterSendEmailApi(Resource):
         return {"result": "success", "data": token}
 
 
-@console_ns.route("/email-register/validity")
 class EmailRegisterCheckApi(Resource):
     @setup_required
     @email_password_login_enabled
@@ -94,7 +92,6 @@ class EmailRegisterCheckApi(Resource):
         return {"is_valid": True, "email": token_data.get("email"), "token": new_token}
 
 
-@console_ns.route("/email-register")
 class EmailRegisterResetApi(Resource):
     @setup_required
     @email_password_login_enabled
@@ -151,3 +148,8 @@ class EmailRegisterResetApi(Resource):
             raise AccountInFreezeError()
 
         return account
+
+
+api.add_resource(EmailRegisterSendEmailApi, "/email-register/send-email")
+api.add_resource(EmailRegisterCheckApi, "/email-register/validity")
+api.add_resource(EmailRegisterResetApi, "/email-register")

api/controllers/console/auth/forgot_password.py

@@ -221,3 +221,8 @@ class ForgotPasswordResetApi(Resource):
             TenantService.create_tenant_member(tenant, account, role="owner")
             account.current_tenant = tenant
             tenant_was_created.send(tenant)
+
+
+api.add_resource(ForgotPasswordSendEmailApi, "/forgot-password")
+api.add_resource(ForgotPasswordCheckApi, "/forgot-password/validity")
+api.add_resource(ForgotPasswordResetApi, "/forgot-password/resets")

api/controllers/console/auth/login.py

@@ -7,7 +7,7 @@ from flask_restx import Resource, reqparse
 import services
 from configs import dify_config
 from constants.languages import languages
-from controllers.console import console_ns
+from controllers.console import api
 from controllers.console.auth.error import (
     AuthenticationFailedError,
     EmailCodeError,
@@ -34,7 +34,6 @@ from services.errors.workspace import WorkSpaceNotAllowedCreateError, Workspaces
 from services.feature_service import FeatureService
 
 
-@console_ns.route("/login")
 class LoginApi(Resource):
     """Resource for user login."""
 
@@ -92,7 +91,6 @@ class LoginApi(Resource):
         return {"result": "success", "data": token_pair.model_dump()}
 
 
-@console_ns.route("/logout")
 class LogoutApi(Resource):
     @setup_required
     def get(self):
@@ -104,7 +102,6 @@ class LogoutApi(Resource):
         return {"result": "success"}
 
 
-@console_ns.route("/reset-password")
 class ResetPasswordSendEmailApi(Resource):
     @setup_required
     @email_password_login_enabled
@@ -133,7 +130,6 @@ class ResetPasswordSendEmailApi(Resource):
         return {"result": "success", "data": token}
 
 
-@console_ns.route("/email-code-login")
 class EmailCodeLoginSendEmailApi(Resource):
     @setup_required
     def post(self):
@@ -166,7 +162,6 @@ class EmailCodeLoginSendEmailApi(Resource):
         return {"result": "success", "data": token}
 
 
-@console_ns.route("/email-code-login/validity")
 class EmailCodeLoginApi(Resource):
     @setup_required
     def post(self):
@@ -223,7 +218,6 @@ class EmailCodeLoginApi(Resource):
         return {"result": "success", "data": token_pair.model_dump()}
 
 
-@console_ns.route("/refresh-token")
 class RefreshTokenApi(Resource):
     def post(self):
         parser = reqparse.RequestParser()
@@ -235,3 +229,11 @@ class RefreshTokenApi(Resource):
             return {"result": "success", "data": new_token_pair.model_dump()}
         except Exception as e:
             return {"result": "fail", "data": str(e)}, 401
+
+
+api.add_resource(LoginApi, "/login")
+api.add_resource(LogoutApi, "/logout")
+api.add_resource(EmailCodeLoginSendEmailApi, "/email-code-login")
+api.add_resource(EmailCodeLoginApi, "/email-code-login/validity")
+api.add_resource(ResetPasswordSendEmailApi, "/reset-password")
+api.add_resource(RefreshTokenApi, "/refresh-token")

api/controllers/console/auth/oauth.py

@@ -1,6 +1,6 @@
 import logging
 
-import httpx
+import requests
 from flask import current_app, redirect, request
 from flask_restx import Resource
 from sqlalchemy import select
@@ -101,10 +101,8 @@ class OAuthCallback(Resource):
         try:
             token = oauth_provider.get_access_token(code)
             user_info = oauth_provider.get_user_info(token)
-        except httpx.RequestError as e:
-            error_text = str(e)
-            if isinstance(e, httpx.HTTPStatusError):
-                error_text = e.response.text
+        except requests.RequestException as e:
+            error_text = e.response.text if e.response else str(e)
             logger.exception("An error occurred during the OAuth process with %s: %s", provider, error_text)
             return {"error": "OAuth process failed"}, 400
 

api/controllers/console/auth/oauth_server.py

@@ -14,7 +14,7 @@ from models.account import Account
 from models.model import OAuthProviderApp
 from services.oauth_server import OAUTH_ACCESS_TOKEN_EXPIRES_IN, OAuthGrantType, OAuthServerService
 
-from .. import console_ns
+from .. import api
 
 P = ParamSpec("P")
 R = TypeVar("R")
@@ -86,7 +86,6 @@ def oauth_server_access_token_required(view: Callable[Concatenate[T, OAuthProvid
     return decorated
 
 
-@console_ns.route("/oauth/provider")
 class OAuthServerAppApi(Resource):
     @setup_required
     @oauth_server_client_id_required
@@ -109,7 +108,6 @@ class OAuthServerAppApi(Resource):
         )
 
 
-@console_ns.route("/oauth/provider/authorize")
 class OAuthServerUserAuthorizeApi(Resource):
     @setup_required
     @login_required
@@ -127,7 +125,6 @@ class OAuthServerUserAuthorizeApi(Resource):
         )
 
 
-@console_ns.route("/oauth/provider/token")
 class OAuthServerUserTokenApi(Resource):
     @setup_required
     @oauth_server_client_id_required
@@ -183,7 +180,6 @@ class OAuthServerUserTokenApi(Resource):
             )
 
 
-@console_ns.route("/oauth/provider/account")
 class OAuthServerUserAccountApi(Resource):
     @setup_required
     @oauth_server_client_id_required
@@ -198,3 +194,9 @@ class OAuthServerUserAccountApi(Resource):
                 "timezone": account.timezone,
             }
         )
+
+
+api.add_resource(OAuthServerAppApi, "/oauth/provider")
+api.add_resource(OAuthServerUserAuthorizeApi, "/oauth/provider/authorize")
+api.add_resource(OAuthServerUserTokenApi, "/oauth/provider/token")
+api.add_resource(OAuthServerUserAccountApi, "/oauth/provider/account")

api/controllers/console/billing/billing.py

@@ -1,13 +1,12 @@
 from flask_restx import Resource, reqparse
 
-from controllers.console import console_ns
+from controllers.console import api
 from controllers.console.wraps import account_initialization_required, only_edition_cloud, setup_required
 from libs.login import current_user, login_required
 from models.model import Account
 from services.billing_service import BillingService
 
 
-@console_ns.route("/billing/subscription")
 class Subscription(Resource):
     @setup_required
     @login_required
@@ -27,7 +26,6 @@ class Subscription(Resource):
         )
 
 
-@console_ns.route("/billing/invoices")
 class Invoices(Resource):
     @setup_required
     @login_required
@@ -38,3 +36,7 @@ class Invoices(Resource):
         BillingService.is_tenant_owner_or_admin(current_user)
         assert current_user.current_tenant_id is not None
         return BillingService.get_invoices(current_user.email, current_user.current_tenant_id)
+
+
+api.add_resource(Subscription, "/billing/subscription")
+api.add_resource(Invoices, "/billing/invoices")

api/controllers/console/billing/compliance.py

@@ -6,11 +6,10 @@ from libs.helper import extract_remote_ip
 from libs.login import login_required
 from services.billing_service import BillingService
 
-from .. import console_ns
+from .. import api
 from ..wraps import account_initialization_required, only_edition_cloud, setup_required
 
 
-@console_ns.route("/compliance/download")
 class ComplianceApi(Resource):
     @setup_required
     @login_required
@@ -31,3 +30,6 @@ class ComplianceApi(Resource):
             ip=ip_address,
             device_info=device_info,
         )
+
+
+api.add_resource(ComplianceApi, "/compliance/download")

api/controllers/console/datasets/data_source.py

@@ -1,6 +1,4 @@
 import json
-from collections.abc import Generator
-from typing import cast
 
 from flask import request
 from flask_login import current_user
@@ -9,10 +7,8 @@ from sqlalchemy import select
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import NotFound
 
-from controllers.console import console_ns
+from controllers.console import api
 from controllers.console.wraps import account_initialization_required, setup_required
-from core.datasource.entities.datasource_entities import DatasourceProviderType, OnlineDocumentPagesMessage
-from core.datasource.online_document.online_document_plugin import OnlineDocumentDatasourcePlugin
 from core.indexing_runner import IndexingRunner
 from core.rag.extractor.entity.datasource_type import DatasourceType
 from core.rag.extractor.entity.extract_setting import ExtractSetting
@@ -23,14 +19,9 @@ from libs.datetime_utils import naive_utc_now
 from libs.login import login_required
 from models import DataSourceOauthBinding, Document
 from services.dataset_service import DatasetService, DocumentService
-from services.datasource_provider_service import DatasourceProviderService
 from tasks.document_indexing_sync_task import document_indexing_sync_task
 
 
-@console_ns.route(
-    "/data-source/integrates",
-    "/data-source/integrates/<uuid:binding_id>/<string:action>",
-)
 class DataSourceApi(Resource):
     @setup_required
     @login_required
@@ -113,7 +104,6 @@ class DataSourceApi(Resource):
         return {"result": "success"}, 200
 
 
-@console_ns.route("/notion/pre-import/pages")
 class DataSourceNotionListApi(Resource):
     @setup_required
     @login_required
@@ -121,18 +111,6 @@ class DataSourceNotionListApi(Resource):
     @marshal_with(integrate_notion_info_list_fields)
     def get(self):
         dataset_id = request.args.get("dataset_id", default=None, type=str)
-        credential_id = request.args.get("credential_id", default=None, type=str)
-        if not credential_id:
-            raise ValueError("Credential id is required.")
-        datasource_provider_service = DatasourceProviderService()
-        credential = datasource_provider_service.get_datasource_credentials(
-            tenant_id=current_user.current_tenant_id,
-            credential_id=credential_id,
-            provider="notion_datasource",
-            plugin_id="langgenius/notion_datasource",
-        )
-        if not credential:
-            raise NotFound("Credential not found.")
         exist_page_ids = []
         with Session(db.engine) as session:
             # import notion in the exist dataset
@@ -156,79 +134,59 @@ class DataSourceNotionListApi(Resource):
                         data_source_info = json.loads(document.data_source_info)
                         exist_page_ids.append(data_source_info["notion_page_id"])
             # get all authorized pages
-            from core.datasource.datasource_manager import DatasourceManager
-
-            datasource_runtime = DatasourceManager.get_datasource_runtime(
-                provider_id="langgenius/notion_datasource/notion_datasource",
-                datasource_name="notion_datasource",
-                tenant_id=current_user.current_tenant_id,
-                datasource_type=DatasourceProviderType.ONLINE_DOCUMENT,
-            )
-            datasource_provider_service = DatasourceProviderService()
-            if credential:
-                datasource_runtime.runtime.credentials = credential
-            datasource_runtime = cast(OnlineDocumentDatasourcePlugin, datasource_runtime)
-            online_document_result: Generator[OnlineDocumentPagesMessage, None, None] = (
-                datasource_runtime.get_online_document_pages(
-                    user_id=current_user.id,
-                    datasource_parameters={},
-                    provider_type=datasource_runtime.datasource_provider_type(),
+            data_source_bindings = session.scalars(
+                select(DataSourceOauthBinding).filter_by(
+                    tenant_id=current_user.current_tenant_id, provider="notion", disabled=False
                 )
-            )
-            try:
-                pages = []
-                workspace_info = {}
-                for message in online_document_result:
-                    result = message.result
-                    for info in result:
-                        workspace_info = {
-                            "workspace_id": info.workspace_id,
-                            "workspace_name": info.workspace_name,
-                            "workspace_icon": info.workspace_icon,
-                        }
-                        for page in info.pages:
-                            page_info = {
-                                "page_id": page.page_id,
-                                "page_name": page.page_name,
-                                "type": page.type,
-                                "parent_id": page.parent_id,
-                                "is_bound": page.page_id in exist_page_ids,
-                                "page_icon": page.page_icon,
-                            }
-                            pages.append(page_info)
-            except Exception as e:
-                raise e
-            return {"notion_info": {**workspace_info, "pages": pages}}, 200
+            ).all()
+            if not data_source_bindings:
+                return {"notion_info": []}, 200
+            pre_import_info_list = []
+            for data_source_binding in data_source_bindings:
+                source_info = data_source_binding.source_info
+                pages = source_info["pages"]
+                # Filter out already bound pages
+                for page in pages:
+                    if page["page_id"] in exist_page_ids:
+                        page["is_bound"] = True
+                    else:
+                        page["is_bound"] = False
+                pre_import_info = {
+                    "workspace_name": source_info["workspace_name"],
+                    "workspace_icon": source_info["workspace_icon"],
+                    "workspace_id": source_info["workspace_id"],
+                    "pages": pages,
+                }
+                pre_import_info_list.append(pre_import_info)
+            return {"notion_info": pre_import_info_list}, 200
 
 
-@console_ns.route(
-    "/notion/workspaces/<uuid:workspace_id>/pages/<uuid:page_id>/<string:page_type>/preview",
-    "/datasets/notion-indexing-estimate",
-)
 class DataSourceNotionApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, workspace_id, page_id, page_type):
-        credential_id = request.args.get("credential_id", default=None, type=str)
-        if not credential_id:
-            raise ValueError("Credential id is required.")
-        datasource_provider_service = DatasourceProviderService()
-        credential = datasource_provider_service.get_datasource_credentials(
-            tenant_id=current_user.current_tenant_id,
-            credential_id=credential_id,
-            provider="notion_datasource",
-            plugin_id="langgenius/notion_datasource",
-        )
-
         workspace_id = str(workspace_id)
         page_id = str(page_id)
+        with Session(db.engine) as session:
+            data_source_binding = session.execute(
+                select(DataSourceOauthBinding).where(
+                    db.and_(
+                        DataSourceOauthBinding.tenant_id == current_user.current_tenant_id,
+                        DataSourceOauthBinding.provider == "notion",
+                        DataSourceOauthBinding.disabled == False,
+                        DataSourceOauthBinding.source_info["workspace_id"] == f'"{workspace_id}"',
+                    )
+                )
+            ).scalar_one_or_none()
+        if not data_source_binding:
+            raise NotFound("Data source binding not found.")
 
         extractor = NotionExtractor(
             notion_workspace_id=workspace_id,
             notion_obj_id=page_id,
             notion_page_type=page_type,
-            notion_access_token=credential.get("integration_secret"),
+            notion_access_token=data_source_binding.access_token,
             tenant_id=current_user.current_tenant_id,
         )
 
@@ -253,12 +211,10 @@ class DataSourceNotionApi(Resource):
         extract_settings = []
         for notion_info in notion_info_list:
             workspace_id = notion_info["workspace_id"]
-            credential_id = notion_info.get("credential_id")
             for page in notion_info["pages"]:
                 extract_setting = ExtractSetting(
                     datasource_type=DatasourceType.NOTION.value,
                     notion_info={
-                        "credential_id": credential_id,
                         "notion_workspace_id": workspace_id,
                         "notion_obj_id": page["page_id"],
                         "notion_page_type": page["type"],
@@ -278,7 +234,6 @@ class DataSourceNotionApi(Resource):
         return response.model_dump(), 200
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/notion/sync")
 class DataSourceNotionDatasetSyncApi(Resource):
     @setup_required
     @login_required
@@ -295,7 +250,6 @@ class DataSourceNotionDatasetSyncApi(Resource):
         return {"result": "success"}, 200
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/notion/sync")
 class DataSourceNotionDocumentSyncApi(Resource):
     @setup_required
     @login_required
@@ -312,3 +266,16 @@ class DataSourceNotionDocumentSyncApi(Resource):
             raise NotFound("Document not found.")
         document_indexing_sync_task.delay(dataset_id_str, document_id_str)
         return {"result": "success"}, 200
+
+
+api.add_resource(DataSourceApi, "/data-source/integrates", "/data-source/integrates/<uuid:binding_id>/<string:action>")
+api.add_resource(DataSourceNotionListApi, "/notion/pre-import/pages")
+api.add_resource(
+    DataSourceNotionApi,
+    "/notion/workspaces/<uuid:workspace_id>/pages/<uuid:page_id>/<string:page_type>/preview",
+    "/datasets/notion-indexing-estimate",
+)
+api.add_resource(DataSourceNotionDatasetSyncApi, "/datasets/<uuid:dataset_id>/notion/sync")
+api.add_resource(
+    DataSourceNotionDocumentSyncApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/notion/sync"
+)

api/controllers/console/datasets/datasets.py

@@ -1,5 +1,4 @@
-from typing import Any, cast
-
+import flask_restx
 from flask import request
 from flask_login import current_user
 from flask_restx import Resource, fields, marshal, marshal_with, reqparse
@@ -21,6 +20,7 @@ from controllers.console.wraps import (
 from core.errors.error import LLMBadRequestError, ProviderTokenNotInitError
 from core.indexing_runner import IndexingRunner
 from core.model_runtime.entities.model_entities import ModelType
+from core.plugin.entities.plugin import ModelProviderID
 from core.provider_manager import ProviderManager
 from core.rag.datasource.vdb.vector_type import VectorType
 from core.rag.extractor.entity.datasource_type import DatasourceType
@@ -31,20 +31,23 @@ from fields.app_fields import related_app_list
 from fields.dataset_fields import dataset_detail_fields, dataset_query_detail_fields
 from fields.document_fields import document_status_fields
 from libs.login import login_required
-from libs.validators import validate_description_length
 from models import ApiToken, Dataset, Document, DocumentSegment, UploadFile
-from models.account import Account
 from models.dataset import DatasetPermissionEnum
-from models.provider_ids import ModelProviderID
 from services.dataset_service import DatasetPermissionService, DatasetService, DocumentService
 
 
-def _validate_name(name: str) -> str:
+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 description and len(description) > 400:
+        raise ValueError("Description cannot exceed 400 characters.")
+    return description
+
+
 @console_ns.route("/datasets")
 class DatasetListApi(Resource):
     @api.doc("get_datasets")
@@ -89,7 +92,7 @@ class DatasetListApi(Resource):
         for embedding_model in embedding_models:
             model_names.append(f"{embedding_model.model}:{embedding_model.provider.provider}")
 
-        data = cast(list[dict[str, Any]], marshal(datasets, dataset_detail_fields))
+        data = marshal(datasets, dataset_detail_fields)
         for item in data:
             # convert embedding_model_provider to plugin standard format
             if item["indexing_technique"] == "high_quality" and item["embedding_model_provider"]:
@@ -144,7 +147,7 @@ class DatasetListApi(Resource):
         )
         parser.add_argument(
             "description",
-            type=validate_description_length,
+            type=_validate_description_length,
             nullable=True,
             required=False,
             default="",
@@ -189,7 +192,7 @@ class DatasetListApi(Resource):
                 name=args["name"],
                 description=args["description"],
                 indexing_technique=args["indexing_technique"],
-                account=cast(Account, current_user),
+                account=current_user,
                 permission=DatasetPermissionEnum.ONLY_ME,
                 provider=args["provider"],
                 external_knowledge_api_id=args["external_knowledge_api_id"],
@@ -221,7 +224,7 @@ class DatasetApi(Resource):
             DatasetService.check_dataset_permission(dataset, current_user)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
-        data = cast(dict[str, Any], marshal(dataset, dataset_detail_fields))
+        data = marshal(dataset, dataset_detail_fields)
         if dataset.indexing_technique == "high_quality":
             if dataset.embedding_model_provider:
                 provider_id = ModelProviderID(dataset.embedding_model_provider)
@@ -285,7 +288,7 @@ class DatasetApi(Resource):
             help="type is required. Name must be between 1 to 40 characters.",
             type=_validate_name,
         )
-        parser.add_argument("description", location="json", store_missing=False, type=validate_description_length)
+        parser.add_argument("description", location="json", store_missing=False, type=_validate_description_length)
         parser.add_argument(
             "indexing_technique",
             type=str,
@@ -334,15 +337,6 @@ 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()
 
@@ -366,7 +360,7 @@ class DatasetApi(Resource):
         if dataset is None:
             raise NotFound("Dataset not found.")
 
-        result_data = cast(dict[str, Any], marshal(dataset, dataset_detail_fields))
+        result_data = marshal(dataset, dataset_detail_fields)
         tenant_id = current_user.current_tenant_id
 
         if data.get("partial_member_list") and data.get("permission") == "partial_members":
@@ -393,7 +387,7 @@ class DatasetApi(Resource):
         dataset_id_str = str(dataset_id)
 
         # The role of the current user in the ta table must be admin, owner, or editor
-        if not (current_user.is_editor or current_user.is_dataset_operator):
+        if not current_user.is_editor or current_user.is_dataset_operator:
             raise Forbidden()
 
         try:
@@ -509,12 +503,10 @@ class DatasetIndexingEstimateApi(Resource):
             notion_info_list = args["info_list"]["notion_info_list"]
             for notion_info in notion_info_list:
                 workspace_id = notion_info["workspace_id"]
-                credential_id = notion_info.get("credential_id")
                 for page in notion_info["pages"]:
                     extract_setting = ExtractSetting(
                         datasource_type=DatasourceType.NOTION.value,
                         notion_info={
-                            "credential_id": credential_id,
                             "notion_workspace_id": workspace_id,
                             "notion_obj_id": page["page_id"],
                             "notion_page_type": page["type"],
@@ -685,7 +677,7 @@ class DatasetApiKeyApi(Resource):
         )
 
         if current_key_count >= self.max_keys:
-            api.abort(
+            flask_restx.abort(
                 400,
                 message=f"Cannot create more than {self.max_keys} API keys for this resource type.",
                 code="max_keys_exceeded",
@@ -730,7 +722,7 @@ class DatasetApiDeleteApi(Resource):
         )
 
         if key is None:
-            api.abort(404, message="API key not found")
+            flask_restx.abort(404, message="API key not found")
 
         db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
         db.session.commit()
@@ -738,19 +730,6 @@ class DatasetApiDeleteApi(Resource):
         return {"result": "success"}, 204
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/api-keys/<string:status>")
-class DatasetEnableApiApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def post(self, dataset_id, status):
-        dataset_id_str = str(dataset_id)
-
-        DatasetService.update_dataset_api_status(dataset_id_str, status == "enable")
-
-        return {"result": "success"}, 200
-
-
 @console_ns.route("/datasets/api-base-info")
 class DatasetApiBaseUrlApi(Resource):
     @api.doc("get_dataset_api_base_info")
@@ -779,6 +758,7 @@ class DatasetRetrievalSettingApi(Resource):
                 | VectorType.TIDB_VECTOR
                 | VectorType.CHROMA
                 | VectorType.PGVECTO_RS
+                | VectorType.BAIDU
                 | VectorType.VIKINGDB
                 | VectorType.UPSTASH
             ):
@@ -805,7 +785,6 @@ class DatasetRetrievalSettingApi(Resource):
                 | VectorType.TENCENT
                 | VectorType.MATRIXONE
                 | VectorType.CLICKZETTA
-                | VectorType.BAIDU
             ):
                 return {
                     "retrieval_method": [
@@ -835,6 +814,7 @@ class DatasetRetrievalSettingMockApi(Resource):
                 | VectorType.TIDB_VECTOR
                 | VectorType.CHROMA
                 | VectorType.PGVECTO_RS
+                | VectorType.BAIDU
                 | VectorType.VIKINGDB
                 | VectorType.UPSTASH
             ):
@@ -859,7 +839,6 @@ class DatasetRetrievalSettingMockApi(Resource):
                 | VectorType.HUAWEI_CLOUD
                 | VectorType.MATRIXONE
                 | VectorType.CLICKZETTA
-                | VectorType.BAIDU
             ):
                 return {
                     "retrieval_method": [

api/controllers/console/datasets/datasets_document.py

@@ -1,10 +1,8 @@
-import json
 import logging
 from argparse import ArgumentTypeError
 from collections.abc import Sequence
 from typing import Literal, cast
 
-import sqlalchemy as sa
 from flask import request
 from flask_login import current_user
 from flask_restx import Resource, fields, marshal, marshal_with, reqparse
@@ -55,8 +53,6 @@ from fields.document_fields import (
 from libs.datetime_utils import naive_utc_now
 from libs.login import login_required
 from models import Dataset, DatasetProcessRule, Document, DocumentSegment, UploadFile
-from models.account import Account
-from models.dataset import DocumentPipelineExecutionLog
 from services.dataset_service import DatasetService, DocumentService
 from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig
 
@@ -213,13 +209,13 @@ class DatasetDocumentListApi(Resource):
 
         if sort == "hit_count":
             sub_query = (
-                sa.select(DocumentSegment.document_id, sa.func.sum(DocumentSegment.hit_count).label("total_hit_count"))
+                db.select(DocumentSegment.document_id, db.func.sum(DocumentSegment.hit_count).label("total_hit_count"))
                 .group_by(DocumentSegment.document_id)
                 .subquery()
             )
 
             query = query.outerjoin(sub_query, sub_query.c.document_id == Document.id).order_by(
-                sort_logic(sa.func.coalesce(sub_query.c.total_hit_count, 0)),
+                sort_logic(db.func.coalesce(sub_query.c.total_hit_count, 0)),
                 sort_logic(Document.position),
             )
         elif sort == "created_at":
@@ -419,9 +415,7 @@ class DatasetInitApi(Resource):
 
         try:
             dataset, documents, batch = DocumentService.save_document_without_dataset_id(
-                tenant_id=current_user.current_tenant_id,
-                knowledge_config=knowledge_config,
-                account=cast(Account, current_user),
+                tenant_id=current_user.current_tenant_id, knowledge_config=knowledge_config, account=current_user
             )
         except ProviderTokenNotInitError as ex:
             raise ProviderNotInitializeError(ex.description)
@@ -455,7 +449,7 @@ class DocumentIndexingEstimateApi(DocumentResource):
             raise DocumentAlreadyFinishedError()
 
         data_process_rule = document.dataset_process_rule
-        data_process_rule_dict = data_process_rule.to_dict() if data_process_rule else {}
+        data_process_rule_dict = data_process_rule.to_dict()
 
         response = {"tokens": 0, "total_price": 0, "currency": "USD", "total_segments": 0, "preview": []}
 
@@ -505,7 +499,6 @@ class DocumentIndexingEstimateApi(DocumentResource):
         return response, 200
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/batch/<string:batch>/indexing-estimate")
 class DocumentBatchIndexingEstimateApi(DocumentResource):
     @setup_required
     @login_required
@@ -517,7 +510,7 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
         if not documents:
             return {"tokens": 0, "total_price": 0, "currency": "USD", "total_segments": 0, "preview": []}, 200
         data_process_rule = documents[0].dataset_process_rule
-        data_process_rule_dict = data_process_rule.to_dict() if data_process_rule else {}
+        data_process_rule_dict = data_process_rule.to_dict()
         extract_settings = []
         for document in documents:
             if document.indexing_status in {"completed", "error"}:
@@ -548,7 +541,6 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
                 extract_setting = ExtractSetting(
                     datasource_type=DatasourceType.NOTION.value,
                     notion_info={
-                        "credential_id": data_source_info["credential_id"],
                         "notion_workspace_id": data_source_info["notion_workspace_id"],
                         "notion_obj_id": data_source_info["notion_page_id"],
                         "notion_page_type": data_source_info["type"],
@@ -599,7 +591,6 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
                 raise IndexingEstimateError(str(e))
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/batch/<string:batch>/indexing-status")
 class DocumentBatchIndexingStatusApi(DocumentResource):
     @setup_required
     @login_required
@@ -723,7 +714,7 @@ 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() if document.dataset_process_rule else {}
+            document_process_rules = document.dataset_process_rule.to_dict()
             data_source_info = document.data_source_detail_dict
             response = {
                 "id": document.id,
@@ -756,7 +747,7 @@ class DocumentApi(DocumentResource):
             }
         else:
             dataset_process_rules = DatasetService.get_process_rules(dataset_id)
-            document_process_rules = document.dataset_process_rule.to_dict() if document.dataset_process_rule else {}
+            document_process_rules = document.dataset_process_rule.to_dict()
             data_source_info = document.data_source_detail_dict
             response = {
                 "id": document.id,
@@ -919,7 +910,6 @@ class DocumentMetadataApi(DocumentResource):
         return {"result": "success", "message": "Document metadata updated."}, 200
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/status/<string:action>/batch")
 class DocumentStatusApi(DocumentResource):
     @setup_required
     @login_required
@@ -956,7 +946,6 @@ class DocumentStatusApi(DocumentResource):
         return {"result": "success"}, 200
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/processing/pause")
 class DocumentPauseApi(DocumentResource):
     @setup_required
     @login_required
@@ -990,7 +979,6 @@ class DocumentPauseApi(DocumentResource):
         return {"result": "success"}, 204
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/processing/resume")
 class DocumentRecoverApi(DocumentResource):
     @setup_required
     @login_required
@@ -1021,7 +1009,6 @@ class DocumentRecoverApi(DocumentResource):
         return {"result": "success"}, 204
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/retry")
 class DocumentRetryApi(DocumentResource):
     @setup_required
     @login_required
@@ -1065,7 +1052,6 @@ class DocumentRetryApi(DocumentResource):
         return {"result": "success"}, 204
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/rename")
 class DocumentRenameApi(DocumentResource):
     @setup_required
     @login_required
@@ -1076,9 +1062,7 @@ class DocumentRenameApi(DocumentResource):
         if not current_user.is_dataset_editor:
             raise Forbidden()
         dataset = DatasetService.get_dataset(dataset_id)
-        if not dataset:
-            raise NotFound("Dataset not found.")
-        DatasetService.check_dataset_operator_permission(cast(Account, current_user), dataset)
+        DatasetService.check_dataset_operator_permission(current_user, dataset)
         parser = reqparse.RequestParser()
         parser.add_argument("name", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
@@ -1091,7 +1075,6 @@ class DocumentRenameApi(DocumentResource):
         return document
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/website-sync")
 class WebsiteDocumentSyncApi(DocumentResource):
     @setup_required
     @login_required
@@ -1117,39 +1100,3 @@ class WebsiteDocumentSyncApi(DocumentResource):
         DocumentService.sync_website_document(dataset_id, document)
 
         return {"result": "success"}, 200
-
-
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/pipeline-execution-log")
-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/controllers/console/datasets/datasets_segments.py

@@ -7,7 +7,7 @@ from sqlalchemy import select
 from werkzeug.exceptions import Forbidden, NotFound
 
 import services
-from controllers.console import console_ns
+from controllers.console import api
 from controllers.console.app.error import ProviderNotInitializeError
 from controllers.console.datasets.error import (
     ChildChunkDeleteIndexError,
@@ -37,7 +37,6 @@ from services.errors.chunk import ChildChunkIndexingError as ChildChunkIndexingS
 from tasks.batch_create_segment_to_index_task import batch_create_segment_to_index_task
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments")
 class DatasetDocumentSegmentListApi(Resource):
     @setup_required
     @login_required
@@ -140,7 +139,6 @@ class DatasetDocumentSegmentListApi(Resource):
         return {"result": "success"}, 204
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segment/<string:action>")
 class DatasetDocumentSegmentApi(Resource):
     @setup_required
     @login_required
@@ -195,7 +193,6 @@ class DatasetDocumentSegmentApi(Resource):
         return {"result": "success"}, 200
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segment")
 class DatasetDocumentSegmentAddApi(Resource):
     @setup_required
     @login_required
@@ -247,7 +244,6 @@ class DatasetDocumentSegmentAddApi(Resource):
         return {"data": marshal(segment, segment_fields), "doc_form": document.doc_form}, 200
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments/<uuid:segment_id>")
 class DatasetDocumentSegmentUpdateApi(Resource):
     @setup_required
     @login_required
@@ -349,10 +345,6 @@ class DatasetDocumentSegmentUpdateApi(Resource):
         return {"result": "success"}, 204
 
 
-@console_ns.route(
-    "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments/batch_import",
-    "/datasets/batch_import_status/<uuid:job_id>",
-)
 class DatasetDocumentSegmentBatchImportApi(Resource):
     @setup_required
     @login_required
@@ -392,12 +384,7 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
             # 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), upload_file_id, dataset_id, document_id, current_user.current_tenant_id, current_user.id
             )
         except Exception as e:
             return {"error": str(e)}, 500
@@ -406,9 +393,7 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    def get(self, job_id=None, dataset_id=None, document_id=None):
-        if job_id is None:
-            raise NotFound("The job does not exist.")
+    def get(self, job_id):
         job_id = str(job_id)
         indexing_cache_key = f"segment_batch_import_{job_id}"
         cache_result = redis_client.get(indexing_cache_key)
@@ -418,7 +403,6 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
         return {"job_id": job_id, "job_status": cache_result.decode()}, 200
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments/<uuid:segment_id>/child_chunks")
 class ChildChunkAddApi(Resource):
     @setup_required
     @login_required
@@ -473,8 +457,7 @@ class ChildChunkAddApi(Resource):
         parser.add_argument("content", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
         try:
-            content = args["content"]
-            child_chunk = SegmentService.create_child_chunk(content, segment, document, dataset)
+            child_chunk = SegmentService.create_child_chunk(args.get("content"), segment, document, dataset)
         except ChildChunkIndexingServiceError as e:
             raise ChildChunkIndexingError(str(e))
         return {"data": marshal(child_chunk, child_chunk_fields)}, 200
@@ -563,17 +546,13 @@ class ChildChunkAddApi(Resource):
         parser.add_argument("chunks", type=list, required=True, nullable=False, location="json")
         args = parser.parse_args()
         try:
-            chunks_data = args["chunks"]
-            chunks = [ChildChunkUpdateArgs(**chunk) for chunk in chunks_data]
+            chunks = [ChildChunkUpdateArgs(**chunk) for chunk in args.get("chunks")]
             child_chunks = SegmentService.update_child_chunks(chunks, segment, document, dataset)
         except ChildChunkIndexingServiceError as e:
             raise ChildChunkIndexingError(str(e))
         return {"data": marshal(child_chunks, child_chunk_fields)}, 200
 
 
-@console_ns.route(
-    "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments/<uuid:segment_id>/child_chunks/<uuid:child_chunk_id>"
-)
 class ChildChunkUpdateApi(Resource):
     @setup_required
     @login_required
@@ -681,8 +660,33 @@ class ChildChunkUpdateApi(Resource):
         parser.add_argument("content", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
         try:
-            content = args["content"]
-            child_chunk = SegmentService.update_child_chunk(content, child_chunk, segment, document, dataset)
+            child_chunk = SegmentService.update_child_chunk(
+                args.get("content"), child_chunk, segment, document, dataset
+            )
         except ChildChunkIndexingServiceError as e:
             raise ChildChunkIndexingError(str(e))
         return {"data": marshal(child_chunk, child_chunk_fields)}, 200
+
+
+api.add_resource(DatasetDocumentSegmentListApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments")
+api.add_resource(
+    DatasetDocumentSegmentApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segment/<string:action>"
+)
+api.add_resource(DatasetDocumentSegmentAddApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segment")
+api.add_resource(
+    DatasetDocumentSegmentUpdateApi,
+    "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments/<uuid:segment_id>",
+)
+api.add_resource(
+    DatasetDocumentSegmentBatchImportApi,
+    "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments/batch_import",
+    "/datasets/batch_import_status/<uuid:job_id>",
+)
+api.add_resource(
+    ChildChunkAddApi,
+    "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments/<uuid:segment_id>/child_chunks",
+)
+api.add_resource(
+    ChildChunkUpdateApi,
+    "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments/<uuid:segment_id>/child_chunks/<uuid:child_chunk_id>",
+)

api/controllers/console/datasets/error.py

@@ -71,9 +71,3 @@ class ChildChunkDeleteIndexError(BaseHTTPException):
     error_code = "child_chunk_delete_index_error"
     description = "Delete child chunk index failed: {message}"
     code = 500
-
-
-class PipelineNotFoundError(BaseHTTPException):
-    error_code = "pipeline_not_found"
-    description = "Pipeline not found."
-    code = 404

api/controllers/console/datasets/external.py

@@ -1,5 +1,3 @@
-from typing import cast
-
 from flask import request
 from flask_login import current_user
 from flask_restx import Resource, fields, marshal, reqparse
@@ -11,14 +9,13 @@ from controllers.console.datasets.error import DatasetNameDuplicateError
 from controllers.console.wraps import account_initialization_required, setup_required
 from fields.dataset_fields import dataset_detail_fields
 from libs.login import login_required
-from models.account import Account
 from services.dataset_service import DatasetService
 from services.external_knowledge_service import ExternalDatasetService
 from services.hit_testing_service import HitTestingService
 from services.knowledge_service import ExternalDatasetTestService
 
 
-def _validate_name(name: str) -> str:
+def _validate_name(name):
     if not name or len(name) < 1 or len(name) > 100:
         raise ValueError("Name must be between 1 to 100 characters.")
     return name
@@ -151,7 +148,7 @@ class ExternalApiTemplateApi(Resource):
         external_knowledge_api_id = str(external_knowledge_api_id)
 
         # The role of the current user in the ta table must be admin, owner, or editor
-        if not (current_user.is_editor or current_user.is_dataset_operator):
+        if not current_user.is_editor or current_user.is_dataset_operator:
             raise Forbidden()
 
         ExternalDatasetService.delete_external_knowledge_api(current_user.current_tenant_id, external_knowledge_api_id)
@@ -277,7 +274,7 @@ class ExternalKnowledgeHitTestingApi(Resource):
             response = HitTestingService.external_retrieve(
                 dataset=dataset,
                 query=args["query"],
-                account=cast(Account, current_user),
+                account=current_user,
                 external_retrieval_model=args["external_retrieval_model"],
                 metadata_filtering_conditions=args["metadata_filtering_conditions"],
             )

api/controllers/console/datasets/hit_testing_base.py

@@ -1,11 +1,10 @@
 import logging
-from typing import cast
 
 from flask_login import current_user
 from flask_restx import marshal, reqparse
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
-import services
+import services.dataset_service
 from controllers.console.app.error import (
     CompletionRequestError,
     ProviderModelCurrentlyNotSupportError,
@@ -21,7 +20,6 @@ from core.errors.error import (
 )
 from core.model_runtime.errors.invoke import InvokeError
 from fields.hit_testing_fields import hit_testing_record_fields
-from models.account import Account
 from services.dataset_service import DatasetService
 from services.hit_testing_service import HitTestingService
 
@@ -61,7 +59,7 @@ class DatasetsHitTestingBase:
             response = HitTestingService.retrieve(
                 dataset=dataset,
                 query=args["query"],
-                account=cast(Account, current_user),
+                account=current_user,
                 retrieval_model=args["retrieval_model"],
                 external_retrieval_model=args["external_retrieval_model"],
                 limit=10,

api/controllers/console/datasets/metadata.py

@@ -4,7 +4,7 @@ from flask_login import current_user
 from flask_restx import Resource, marshal_with, reqparse
 from werkzeug.exceptions import NotFound
 
-from controllers.console import console_ns
+from controllers.console import api
 from controllers.console.wraps import account_initialization_required, enterprise_license_required, setup_required
 from fields.dataset_fields import dataset_metadata_fields
 from libs.login import login_required
@@ -16,7 +16,6 @@ from services.entities.knowledge_entities.knowledge_entities import (
 from services.metadata_service import MetadataService
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/metadata")
 class DatasetMetadataCreateApi(Resource):
     @setup_required
     @login_required
@@ -51,7 +50,6 @@ class DatasetMetadataCreateApi(Resource):
         return MetadataService.get_dataset_metadatas(dataset), 200
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/metadata/<uuid:metadata_id>")
 class DatasetMetadataApi(Resource):
     @setup_required
     @login_required
@@ -62,7 +60,6 @@ class DatasetMetadataApi(Resource):
         parser = reqparse.RequestParser()
         parser.add_argument("name", type=str, required=True, nullable=False, location="json")
         args = parser.parse_args()
-        name = args["name"]
 
         dataset_id_str = str(dataset_id)
         metadata_id_str = str(metadata_id)
@@ -71,7 +68,7 @@ class DatasetMetadataApi(Resource):
             raise NotFound("Dataset not found.")
         DatasetService.check_dataset_permission(dataset, current_user)
 
-        metadata = MetadataService.update_metadata_name(dataset_id_str, metadata_id_str, name)
+        metadata = MetadataService.update_metadata_name(dataset_id_str, metadata_id_str, args.get("name"))
         return metadata, 200
 
     @setup_required
@@ -90,7 +87,6 @@ class DatasetMetadataApi(Resource):
         return {"result": "success"}, 204
 
 
-@console_ns.route("/datasets/metadata/built-in")
 class DatasetMetadataBuiltInFieldApi(Resource):
     @setup_required
     @login_required
@@ -101,7 +97,6 @@ class DatasetMetadataBuiltInFieldApi(Resource):
         return {"fields": built_in_fields}, 200
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/metadata/built-in/<string:action>")
 class DatasetMetadataBuiltInFieldActionApi(Resource):
     @setup_required
     @login_required
@@ -121,7 +116,6 @@ class DatasetMetadataBuiltInFieldActionApi(Resource):
         return {"result": "success"}, 200
 
 
-@console_ns.route("/datasets/<uuid:dataset_id>/documents/metadata")
 class DocumentMetadataEditApi(Resource):
     @setup_required
     @login_required
@@ -142,3 +136,10 @@ class DocumentMetadataEditApi(Resource):
         MetadataService.update_documents_metadata(dataset, metadata_args)
 
         return {"result": "success"}, 200
+
+
+api.add_resource(DatasetMetadataCreateApi, "/datasets/<uuid:dataset_id>/metadata")
+api.add_resource(DatasetMetadataApi, "/datasets/<uuid:dataset_id>/metadata/<uuid:metadata_id>")
+api.add_resource(DatasetMetadataBuiltInFieldApi, "/datasets/metadata/built-in")
+api.add_resource(DatasetMetadataBuiltInFieldActionApi, "/datasets/<uuid:dataset_id>/metadata/built-in/<string:action>")
+api.add_resource(DocumentMetadataEditApi, "/datasets/<uuid:dataset_id>/documents/metadata")

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

@@ -1,323 +0,0 @@
-from flask import make_response, redirect, request
-from flask_login import current_user
-from flask_restx import Resource, reqparse
-from werkzeug.exceptions import Forbidden, NotFound
-
-from configs import dify_config
-from controllers.console import console_ns
-from controllers.console.wraps import (
-    account_initialization_required,
-    setup_required,
-)
-from core.model_runtime.errors.validate import CredentialsValidateFailedError
-from core.model_runtime.utils.encoders import jsonable_encoder
-from core.plugin.impl.oauth import OAuthHandler
-from libs.helper import StrLen
-from libs.login import login_required
-from models.provider_ids import DatasourceProviderID
-from services.datasource_provider_service import DatasourceProviderService
-from services.plugin.oauth_service import OAuthProxyService
-
-
-@console_ns.route("/oauth/plugin/<path:provider_id>/datasource/get-authorization-url")
-class DatasourcePluginOAuthAuthorizationUrl(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def get(self, provider_id: str):
-        user = current_user
-        tenant_id = user.current_tenant_id
-        if not current_user.is_editor:
-            raise Forbidden()
-
-        credential_id = request.args.get("credential_id")
-        datasource_provider_id = DatasourceProviderID(provider_id)
-        provider_name = datasource_provider_id.provider_name
-        plugin_id = datasource_provider_id.plugin_id
-        oauth_config = DatasourceProviderService().get_oauth_client(
-            tenant_id=tenant_id,
-            datasource_provider_id=datasource_provider_id,
-        )
-        if not oauth_config:
-            raise ValueError(f"No OAuth Client Config for {provider_id}")
-
-        context_id = OAuthProxyService.create_proxy_context(
-            user_id=current_user.id,
-            tenant_id=tenant_id,
-            plugin_id=plugin_id,
-            provider=provider_name,
-            credential_id=credential_id,
-        )
-        oauth_handler = OAuthHandler()
-        redirect_uri = f"{dify_config.CONSOLE_API_URL}/console/api/oauth/plugin/{provider_id}/datasource/callback"
-        authorization_url_response = oauth_handler.get_authorization_url(
-            tenant_id=tenant_id,
-            user_id=user.id,
-            plugin_id=plugin_id,
-            provider=provider_name,
-            redirect_uri=redirect_uri,
-            system_credentials=oauth_config,
-        )
-        response = make_response(jsonable_encoder(authorization_url_response))
-        response.set_cookie(
-            "context_id",
-            context_id,
-            httponly=True,
-            samesite="Lax",
-            max_age=OAuthProxyService.__MAX_AGE__,
-        )
-        return response
-
-
-@console_ns.route("/oauth/plugin/<path:provider_id>/datasource/callback")
-class DatasourceOAuthCallback(Resource):
-    @setup_required
-    def get(self, provider_id: str):
-        context_id = request.cookies.get("context_id") or request.args.get("context_id")
-        if not context_id:
-            raise Forbidden("context_id not found")
-
-        context = OAuthProxyService.use_proxy_context(context_id)
-        if context is None:
-            raise Forbidden("Invalid context_id")
-
-        user_id, tenant_id = context.get("user_id"), context.get("tenant_id")
-        datasource_provider_id = DatasourceProviderID(provider_id)
-        plugin_id = datasource_provider_id.plugin_id
-        datasource_provider_service = DatasourceProviderService()
-        oauth_client_params = datasource_provider_service.get_oauth_client(
-            tenant_id=tenant_id,
-            datasource_provider_id=datasource_provider_id,
-        )
-        if not oauth_client_params:
-            raise NotFound()
-        redirect_uri = f"{dify_config.CONSOLE_API_URL}/console/api/oauth/plugin/{provider_id}/datasource/callback"
-        oauth_handler = OAuthHandler()
-        oauth_response = oauth_handler.get_credentials(
-            tenant_id=tenant_id,
-            user_id=user_id,
-            plugin_id=plugin_id,
-            provider=datasource_provider_id.provider_name,
-            redirect_uri=redirect_uri,
-            system_credentials=oauth_client_params,
-            request=request,
-        )
-        credential_id = context.get("credential_id")
-        if credential_id:
-            datasource_provider_service.reauthorize_datasource_oauth_provider(
-                tenant_id=tenant_id,
-                provider_id=datasource_provider_id,
-                avatar_url=oauth_response.metadata.get("avatar_url") or None,
-                name=oauth_response.metadata.get("name") or None,
-                expire_at=oauth_response.expires_at,
-                credentials=dict(oauth_response.credentials),
-                credential_id=context.get("credential_id"),
-            )
-        else:
-            datasource_provider_service.add_datasource_oauth_provider(
-                tenant_id=tenant_id,
-                provider_id=datasource_provider_id,
-                avatar_url=oauth_response.metadata.get("avatar_url") or None,
-                name=oauth_response.metadata.get("name") or None,
-                expire_at=oauth_response.expires_at,
-                credentials=dict(oauth_response.credentials),
-            )
-        return redirect(f"{dify_config.CONSOLE_WEB_URL}/oauth-callback")
-
-
-@console_ns.route("/auth/plugin/datasource/<path:provider_id>")
-class DatasourceAuth(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def post(self, provider_id: str):
-        if not current_user.is_editor:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument(
-            "name", type=StrLen(max_length=100), required=False, nullable=True, location="json", default=None
-        )
-        parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json")
-        args = parser.parse_args()
-        datasource_provider_id = DatasourceProviderID(provider_id)
-        datasource_provider_service = DatasourceProviderService()
-
-        try:
-            datasource_provider_service.add_datasource_api_key_provider(
-                tenant_id=current_user.current_tenant_id,
-                provider_id=datasource_provider_id,
-                credentials=args["credentials"],
-                name=args["name"],
-            )
-        except CredentialsValidateFailedError as ex:
-            raise ValueError(str(ex))
-        return {"result": "success"}, 200
-
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def get(self, provider_id: str):
-        datasource_provider_id = DatasourceProviderID(provider_id)
-        datasource_provider_service = DatasourceProviderService()
-        datasources = datasource_provider_service.list_datasource_credentials(
-            tenant_id=current_user.current_tenant_id,
-            provider=datasource_provider_id.provider_name,
-            plugin_id=datasource_provider_id.plugin_id,
-        )
-        return {"result": datasources}, 200
-
-
-@console_ns.route("/auth/plugin/datasource/<path:provider_id>/delete")
-class DatasourceAuthDeleteApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def post(self, provider_id: str):
-        datasource_provider_id = DatasourceProviderID(provider_id)
-        plugin_id = datasource_provider_id.plugin_id
-        provider_name = datasource_provider_id.provider_name
-        if not current_user.is_editor:
-            raise Forbidden()
-        parser = reqparse.RequestParser()
-        parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
-        args = parser.parse_args()
-        datasource_provider_service = DatasourceProviderService()
-        datasource_provider_service.remove_datasource_credentials(
-            tenant_id=current_user.current_tenant_id,
-            auth_id=args["credential_id"],
-            provider=provider_name,
-            plugin_id=plugin_id,
-        )
-        return {"result": "success"}, 200
-
-
-@console_ns.route("/auth/plugin/datasource/<path:provider_id>/update")
-class DatasourceAuthUpdateApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def post(self, provider_id: str):
-        datasource_provider_id = DatasourceProviderID(provider_id)
-        parser = reqparse.RequestParser()
-        parser.add_argument("credentials", type=dict, required=False, nullable=True, location="json")
-        parser.add_argument("name", type=StrLen(max_length=100), required=False, nullable=True, location="json")
-        parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
-        args = parser.parse_args()
-        if not current_user.is_editor:
-            raise Forbidden()
-        datasource_provider_service = DatasourceProviderService()
-        datasource_provider_service.update_datasource_credentials(
-            tenant_id=current_user.current_tenant_id,
-            auth_id=args["credential_id"],
-            provider=datasource_provider_id.provider_name,
-            plugin_id=datasource_provider_id.plugin_id,
-            credentials=args.get("credentials", {}),
-            name=args.get("name", None),
-        )
-        return {"result": "success"}, 201
-
-
-@console_ns.route("/auth/plugin/datasource/list")
-class DatasourceAuthListApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def get(self):
-        datasource_provider_service = DatasourceProviderService()
-        datasources = datasource_provider_service.get_all_datasource_credentials(
-            tenant_id=current_user.current_tenant_id
-        )
-        return {"result": jsonable_encoder(datasources)}, 200
-
-
-@console_ns.route("/auth/plugin/datasource/default-list")
-class DatasourceHardCodeAuthListApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def get(self):
-        datasource_provider_service = DatasourceProviderService()
-        datasources = datasource_provider_service.get_hard_code_datasource_credentials(
-            tenant_id=current_user.current_tenant_id
-        )
-        return {"result": jsonable_encoder(datasources)}, 200
-
-
-@console_ns.route("/auth/plugin/datasource/<path:provider_id>/custom-client")
-class DatasourceAuthOauthCustomClient(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def post(self, provider_id: str):
-        if not current_user.is_editor:
-            raise Forbidden()
-        parser = reqparse.RequestParser()
-        parser.add_argument("client_params", type=dict, required=False, nullable=True, location="json")
-        parser.add_argument("enable_oauth_custom_client", type=bool, required=False, nullable=True, location="json")
-        args = parser.parse_args()
-        datasource_provider_id = DatasourceProviderID(provider_id)
-        datasource_provider_service = DatasourceProviderService()
-        datasource_provider_service.setup_oauth_custom_client_params(
-            tenant_id=current_user.current_tenant_id,
-            datasource_provider_id=datasource_provider_id,
-            client_params=args.get("client_params", {}),
-            enabled=args.get("enable_oauth_custom_client", False),
-        )
-        return {"result": "success"}, 200
-
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def delete(self, provider_id: str):
-        datasource_provider_id = DatasourceProviderID(provider_id)
-        datasource_provider_service = DatasourceProviderService()
-        datasource_provider_service.remove_oauth_custom_client_params(
-            tenant_id=current_user.current_tenant_id,
-            datasource_provider_id=datasource_provider_id,
-        )
-        return {"result": "success"}, 200
-
-
-@console_ns.route("/auth/plugin/datasource/<path:provider_id>/default")
-class DatasourceAuthDefaultApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def post(self, provider_id: str):
-        if not current_user.is_editor:
-            raise Forbidden()
-        parser = reqparse.RequestParser()
-        parser.add_argument("id", type=str, required=True, nullable=False, location="json")
-        args = parser.parse_args()
-        datasource_provider_id = DatasourceProviderID(provider_id)
-        datasource_provider_service = DatasourceProviderService()
-        datasource_provider_service.set_default_datasource_provider(
-            tenant_id=current_user.current_tenant_id,
-            datasource_provider_id=datasource_provider_id,
-            credential_id=args["id"],
-        )
-        return {"result": "success"}, 200
-
-
-@console_ns.route("/auth/plugin/datasource/<path:provider_id>/update-name")
-class DatasourceUpdateProviderNameApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def post(self, provider_id: str):
-        if not current_user.is_editor:
-            raise Forbidden()
-        parser = reqparse.RequestParser()
-        parser.add_argument("name", type=StrLen(max_length=100), required=True, nullable=False, location="json")
-        parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
-        args = parser.parse_args()
-        datasource_provider_id = DatasourceProviderID(provider_id)
-        datasource_provider_service = DatasourceProviderService()
-        datasource_provider_service.update_datasource_provider_name(
-            tenant_id=current_user.current_tenant_id,
-            datasource_provider_id=datasource_provider_id,
-            name=args["name"],
-            credential_id=args["credential_id"],
-        )
-        return {"result": "success"}, 200

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

@@ -1,52 +0,0 @@
-from flask_restx import (  # type: ignore
-    Resource,  # type: ignore
-    reqparse,
-)
-from werkzeug.exceptions import Forbidden
-
-from controllers.console import console_ns
-from controllers.console.datasets.wraps import get_rag_pipeline
-from controllers.console.wraps import account_initialization_required, 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
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/preview")
-class DataSourceContentPreviewApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def post(self, pipeline: Pipeline, node_id: str):
-        """
-        Run datasource content preview
-        """
-        if not isinstance(current_user, Account):
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
-        parser.add_argument("datasource_type", type=str, required=True, location="json")
-        parser.add_argument("credential_id", type=str, required=False, location="json")
-        args = parser.parse_args()
-
-        inputs = args.get("inputs")
-        if inputs is None:
-            raise ValueError("missing inputs")
-        datasource_type = args.get("datasource_type")
-        if datasource_type is None:
-            raise ValueError("missing datasource_type")
-
-        rag_pipeline_service = RagPipelineService()
-        preview_content = rag_pipeline_service.run_datasource_node_preview(
-            pipeline=pipeline,
-            node_id=node_id,
-            user_inputs=inputs,
-            account=current_user,
-            datasource_type=datasource_type,
-            is_published=True,
-            credential_id=args.get("credential_id"),
-        )
-        return preview_content, 200

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

@@ -1,150 +0,0 @@
-import logging
-
-from flask import request
-from flask_restx import Resource, reqparse
-from sqlalchemy.orm import Session
-
-from controllers.console import console_ns
-from controllers.console.wraps import (
-    account_initialization_required,
-    enterprise_license_required,
-    knowledge_pipeline_publish_enabled,
-    setup_required,
-)
-from extensions.ext_database import db
-from libs.login import login_required
-from models.dataset import PipelineCustomizedTemplate
-from services.entities.knowledge_entities.rag_pipeline_entities import PipelineTemplateInfoEntity
-from services.rag_pipeline.rag_pipeline import RagPipelineService
-
-logger = logging.getLogger(__name__)
-
-
-def _validate_name(name: str) -> str:
-    if not name or len(name) < 1 or len(name) > 40:
-        raise ValueError("Name must be between 1 to 40 characters.")
-    return name
-
-
-def _validate_description_length(description: str) -> str:
-    if len(description) > 400:
-        raise ValueError("Description cannot exceed 400 characters.")
-    return description
-
-
-@console_ns.route("/rag/pipeline/templates")
-class PipelineTemplateListApi(Resource):
-    @setup_required
-    @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
-
-
-@console_ns.route("/rag/pipeline/templates/<string:template_id>")
-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
-
-
-@console_ns.route("/rag/pipeline/customized/templates/<string:template_id>")
-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=_validate_description_length,
-            nullable=True,
-            required=False,
-            default="",
-        )
-        parser.add_argument(
-            "icon_info",
-            type=dict,
-            location="json",
-            nullable=True,
-        )
-        args = parser.parse_args()
-        pipeline_template_info = PipelineTemplateInfoEntity(**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).where(PipelineCustomizedTemplate.id == template_id).first()
-            )
-            if not template:
-                raise ValueError("Customized pipeline template not found.")
-
-        return {"data": template.yaml_content}, 200
-
-
-@console_ns.route("/rag/pipelines/<string:pipeline_id>/customized/publish")
-class PublishCustomizedPipelineTemplateApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @enterprise_license_required
-    @knowledge_pipeline_publish_enabled
-    def post(self, pipeline_id: str):
-        parser = reqparse.RequestParser()
-        parser.add_argument(
-            "name",
-            nullable=False,
-            required=True,
-            help="Name must be between 1 to 40 characters.",
-            type=_validate_name,
-        )
-        parser.add_argument(
-            "description",
-            type=_validate_description_length,
-            nullable=True,
-            required=False,
-            default="",
-        )
-        parser.add_argument(
-            "icon_info",
-            type=dict,
-            location="json",
-            nullable=True,
-        )
-        args = parser.parse_args()
-        rag_pipeline_service = RagPipelineService()
-        rag_pipeline_service.publish_customized_pipeline_template(pipeline_id, args)
-        return {"result": "success"}

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

@@ -1,100 +0,0 @@
-from flask_login import current_user
-from flask_restx import Resource, marshal, reqparse
-from sqlalchemy.orm import Session
-from werkzeug.exceptions import Forbidden
-
-import services
-from controllers.console import console_ns
-from controllers.console.datasets.error import DatasetNameDuplicateError
-from controllers.console.wraps import (
-    account_initialization_required,
-    cloud_edition_billing_rate_limit_check,
-    setup_required,
-)
-from extensions.ext_database import db
-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 IconInfo, RagPipelineDatasetCreateEntity
-from services.rag_pipeline.rag_pipeline_dsl_service import RagPipelineDslService
-
-
-@console_ns.route("/rag/pipeline/dataset")
-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(
-            "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(
-            name="",
-            description="",
-            icon_info=IconInfo(
-                icon="📙",
-                icon_background="#FFF4ED",
-                icon_type="emoji",
-            ),
-            permission=DatasetPermissionEnum.ONLY_ME,
-            partial_member_list=None,
-            yaml_content=args["yaml_content"],
-        )
-        try:
-            with Session(db.engine) as session:
-                rag_pipeline_dsl_service = RagPipelineDslService(session)
-                import_info = rag_pipeline_dsl_service.create_rag_pipeline_dataset(
-                    tenant_id=current_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
-
-
-@console_ns.route("/rag/pipeline/empty-dataset")
-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()
-        dataset = DatasetService.create_empty_rag_pipeline_dataset(
-            tenant_id=current_user.current_tenant_id,
-            rag_pipeline_dataset_create_entity=RagPipelineDatasetCreateEntity(
-                name="",
-                description="",
-                icon_info=IconInfo(
-                    icon="📙",
-                    icon_background="#FFF4ED",
-                    icon_type="emoji",
-                ),
-                permission=DatasetPermissionEnum.ONLY_ME,
-                partial_member_list=None,
-            ),
-        )
-        return marshal(dataset, dataset_detail_fields), 201

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

@@ -1,344 +0,0 @@
-import logging
-from typing import NoReturn
-
-from flask import Response
-from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqparse
-from sqlalchemy.orm import Session
-from werkzeug.exceptions import Forbidden
-
-from controllers.console import console_ns
-from controllers.console.app.error import (
-    DraftWorkflowNotExist,
-)
-from controllers.console.app.workflow_draft_variable import (
-    _WORKFLOW_DRAFT_VARIABLE_FIELDS,  # type: ignore[private-usage]
-    _WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS,  # type: ignore[private-usage]
-)
-from controllers.console.datasets.wraps import get_rag_pipeline
-from controllers.console.wraps import account_initialization_required, setup_required
-from controllers.web.error import InvalidArgumentError, NotFoundError
-from core.variables.types import SegmentType
-from core.workflow.constants import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIABLE_NODE_ID
-from extensions.ext_database import db
-from factories.file_factory import build_from_mapping, build_from_mappings
-from factories.variable_factory import build_segment_with_type
-from libs.login import current_user, login_required
-from models.account import Account
-from models.dataset import Pipeline
-from models.workflow import WorkflowDraftVariable
-from services.rag_pipeline.rag_pipeline import RagPipelineService
-from services.workflow_draft_variable_service import WorkflowDraftVariableList, WorkflowDraftVariableService
-
-logger = logging.getLogger(__name__)
-
-
-def _create_pagination_parser():
-    parser = reqparse.RequestParser()
-    parser.add_argument(
-        "page",
-        type=inputs.int_range(1, 100_000),
-        required=False,
-        default=1,
-        location="args",
-        help="the page of data requested",
-    )
-    parser.add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
-    return parser
-
-
-def _get_items(var_list: WorkflowDraftVariableList) -> list[WorkflowDraftVariable]:
-    return var_list.variables
-
-
-_WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS = {
-    "items": fields.List(fields.Nested(_WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS), attribute=_get_items),
-    "total": fields.Raw(),
-}
-
-_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS = {
-    "items": fields.List(fields.Nested(_WORKFLOW_DRAFT_VARIABLE_FIELDS), attribute=_get_items),
-}
-
-
-def _api_prerequisite(f):
-    """Common prerequisites for all draft workflow variable APIs.
-
-    It ensures the following conditions are satisfied:
-
-    - Dify has been property setup.
-    - The request user has logged in and initialized.
-    - The requested app is a workflow or a chat flow.
-    - The request user has the edit permission for the app.
-    """
-
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def wrapper(*args, **kwargs):
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-        return f(*args, **kwargs)
-
-    return wrapper
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables")
-class RagPipelineVariableCollectionApi(Resource):
-    @_api_prerequisite
-    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS)
-    def get(self, pipeline: Pipeline):
-        """
-        Get draft workflow
-        """
-        parser = _create_pagination_parser()
-        args = parser.parse_args()
-
-        # fetch draft workflow by app_model
-        rag_pipeline_service = RagPipelineService()
-        workflow_exist = rag_pipeline_service.is_workflow_exist(pipeline=pipeline)
-        if not workflow_exist:
-            raise DraftWorkflowNotExist()
-
-        # fetch draft workflow by app_model
-        with Session(bind=db.engine, expire_on_commit=False) as session:
-            draft_var_srv = WorkflowDraftVariableService(
-                session=session,
-            )
-        workflow_vars = draft_var_srv.list_variables_without_values(
-            app_id=pipeline.id,
-            page=args.page,
-            limit=args.limit,
-        )
-
-        return workflow_vars
-
-    @_api_prerequisite
-    def delete(self, pipeline: Pipeline):
-        draft_var_srv = WorkflowDraftVariableService(
-            session=db.session(),
-        )
-        draft_var_srv.delete_workflow_variables(pipeline.id)
-        db.session.commit()
-        return Response("", 204)
-
-
-def validate_node_id(node_id: str) -> NoReturn | None:
-    if node_id in [
-        CONVERSATION_VARIABLE_NODE_ID,
-        SYSTEM_VARIABLE_NODE_ID,
-    ]:
-        # NOTE(QuantumGhost): While we store the system and conversation variables as node variables
-        # with specific `node_id` in database, we still want to make the API separated. By disallowing
-        # accessing system and conversation variables in `WorkflowDraftNodeVariableListApi`,
-        # we mitigate the risk that user of the API depending on the implementation detail of the API.
-        #
-        # ref: [Hyrum's Law](https://www.hyrumslaw.com/)
-
-        raise InvalidArgumentError(
-            f"invalid node_id, please use correspond api for conversation and system variables, node_id={node_id}",
-        )
-    return None
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/nodes/<string:node_id>/variables")
-class RagPipelineNodeVariableCollectionApi(Resource):
-    @_api_prerequisite
-    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
-    def get(self, pipeline: Pipeline, node_id: str):
-        validate_node_id(node_id)
-        with Session(bind=db.engine, expire_on_commit=False) as session:
-            draft_var_srv = WorkflowDraftVariableService(
-                session=session,
-            )
-            node_vars = draft_var_srv.list_node_variables(pipeline.id, node_id)
-
-        return node_vars
-
-    @_api_prerequisite
-    def delete(self, pipeline: Pipeline, node_id: str):
-        validate_node_id(node_id)
-        srv = WorkflowDraftVariableService(db.session())
-        srv.delete_node_variables(pipeline.id, node_id)
-        db.session.commit()
-        return Response("", 204)
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables/<uuid:variable_id>")
-class RagPipelineVariableApi(Resource):
-    _PATCH_NAME_FIELD = "name"
-    _PATCH_VALUE_FIELD = "value"
-
-    @_api_prerequisite
-    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
-    def get(self, pipeline: Pipeline, variable_id: str):
-        draft_var_srv = WorkflowDraftVariableService(
-            session=db.session(),
-        )
-        variable = draft_var_srv.get_variable(variable_id=variable_id)
-        if variable is None:
-            raise NotFoundError(description=f"variable not found, id={variable_id}")
-        if variable.app_id != pipeline.id:
-            raise NotFoundError(description=f"variable not found, id={variable_id}")
-        return variable
-
-    @_api_prerequisite
-    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
-    def patch(self, pipeline: Pipeline, variable_id: str):
-        # Request payload for file types:
-        #
-        # Local File:
-        #
-        #     {
-        #         "type": "image",
-        #         "transfer_method": "local_file",
-        #         "url": "",
-        #         "upload_file_id": "daded54f-72c7-4f8e-9d18-9b0abdd9f190"
-        #     }
-        #
-        # Remote File:
-        #
-        #
-        #     {
-        #         "type": "image",
-        #         "transfer_method": "remote_url",
-        #         "url": "http://127.0.0.1:5001/files/1602650a-4fe4-423c-85a2-af76c083e3c4/file-preview?timestamp=1750041099&nonce=...&sign=...=",
-        #         "upload_file_id": "1602650a-4fe4-423c-85a2-af76c083e3c4"
-        #     }
-
-        parser = reqparse.RequestParser()
-        parser.add_argument(self._PATCH_NAME_FIELD, type=str, required=False, nullable=True, location="json")
-        # Parse 'value' field as-is to maintain its original data structure
-        parser.add_argument(self._PATCH_VALUE_FIELD, type=lambda x: x, required=False, nullable=True, location="json")
-
-        draft_var_srv = WorkflowDraftVariableService(
-            session=db.session(),
-        )
-        args = parser.parse_args(strict=True)
-
-        variable = draft_var_srv.get_variable(variable_id=variable_id)
-        if variable is None:
-            raise NotFoundError(description=f"variable not found, id={variable_id}")
-        if variable.app_id != pipeline.id:
-            raise NotFoundError(description=f"variable not found, id={variable_id}")
-
-        new_name = args.get(self._PATCH_NAME_FIELD, None)
-        raw_value = args.get(self._PATCH_VALUE_FIELD, None)
-        if new_name is None and raw_value is None:
-            return variable
-
-        new_value = None
-        if raw_value is not None:
-            if variable.value_type == SegmentType.FILE:
-                if not isinstance(raw_value, dict):
-                    raise InvalidArgumentError(description=f"expected dict for file, got {type(raw_value)}")
-                raw_value = build_from_mapping(mapping=raw_value, tenant_id=pipeline.tenant_id)
-            elif variable.value_type == SegmentType.ARRAY_FILE:
-                if not isinstance(raw_value, list):
-                    raise InvalidArgumentError(description=f"expected list for files, got {type(raw_value)}")
-                if len(raw_value) > 0 and not isinstance(raw_value[0], dict):
-                    raise InvalidArgumentError(description=f"expected dict for files[0], got {type(raw_value)}")
-                raw_value = build_from_mappings(mappings=raw_value, tenant_id=pipeline.tenant_id)
-            new_value = build_segment_with_type(variable.value_type, raw_value)
-        draft_var_srv.update_variable(variable, name=new_name, value=new_value)
-        db.session.commit()
-        return variable
-
-    @_api_prerequisite
-    def delete(self, pipeline: Pipeline, variable_id: str):
-        draft_var_srv = WorkflowDraftVariableService(
-            session=db.session(),
-        )
-        variable = draft_var_srv.get_variable(variable_id=variable_id)
-        if variable is None:
-            raise NotFoundError(description=f"variable not found, id={variable_id}")
-        if variable.app_id != pipeline.id:
-            raise NotFoundError(description=f"variable not found, id={variable_id}")
-        draft_var_srv.delete_variable(variable)
-        db.session.commit()
-        return Response("", 204)
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables/<uuid:variable_id>/reset")
-class RagPipelineVariableResetApi(Resource):
-    @_api_prerequisite
-    def put(self, pipeline: Pipeline, variable_id: str):
-        draft_var_srv = WorkflowDraftVariableService(
-            session=db.session(),
-        )
-
-        rag_pipeline_service = RagPipelineService()
-        draft_workflow = rag_pipeline_service.get_draft_workflow(pipeline=pipeline)
-        if draft_workflow is None:
-            raise NotFoundError(
-                f"Draft workflow not found, pipeline_id={pipeline.id}",
-            )
-        variable = draft_var_srv.get_variable(variable_id=variable_id)
-        if variable is None:
-            raise NotFoundError(description=f"variable not found, id={variable_id}")
-        if variable.app_id != pipeline.id:
-            raise NotFoundError(description=f"variable not found, id={variable_id}")
-
-        resetted = draft_var_srv.reset_variable(draft_workflow, variable)
-        db.session.commit()
-        if resetted is None:
-            return Response("", 204)
-        else:
-            return marshal(resetted, _WORKFLOW_DRAFT_VARIABLE_FIELDS)
-
-
-def _get_variable_list(pipeline: Pipeline, node_id) -> WorkflowDraftVariableList:
-    with Session(bind=db.engine, expire_on_commit=False) as session:
-        draft_var_srv = WorkflowDraftVariableService(
-            session=session,
-        )
-        if node_id == CONVERSATION_VARIABLE_NODE_ID:
-            draft_vars = draft_var_srv.list_conversation_variables(pipeline.id)
-        elif node_id == SYSTEM_VARIABLE_NODE_ID:
-            draft_vars = draft_var_srv.list_system_variables(pipeline.id)
-        else:
-            draft_vars = draft_var_srv.list_node_variables(app_id=pipeline.id, node_id=node_id)
-    return draft_vars
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/system-variables")
-class RagPipelineSystemVariableCollectionApi(Resource):
-    @_api_prerequisite
-    @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
-    def get(self, pipeline: Pipeline):
-        return _get_variable_list(pipeline, SYSTEM_VARIABLE_NODE_ID)
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/environment-variables")
-class RagPipelineEnvironmentVariableCollectionApi(Resource):
-    @_api_prerequisite
-    def get(self, pipeline: Pipeline):
-        """
-        Get draft workflow
-        """
-        # fetch draft workflow by app_model
-        rag_pipeline_service = RagPipelineService()
-        workflow = rag_pipeline_service.get_draft_workflow(pipeline=pipeline)
-        if workflow is None:
-            raise DraftWorkflowNotExist()
-
-        env_vars = workflow.environment_variables
-        env_vars_list = []
-        for v in env_vars:
-            env_vars_list.append(
-                {
-                    "id": v.id,
-                    "type": "env",
-                    "name": v.name,
-                    "description": v.description,
-                    "selector": v.selector,
-                    "value_type": v.value_type.value,
-                    "value": v.value,
-                    # Do not track edited for env vars.
-                    "edited": False,
-                    "visible": True,
-                    "editable": True,
-                }
-            )
-
-        return {"items": env_vars_list}

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

@@ -1,134 +0,0 @@
-from typing import cast
-
-from flask_login import current_user  # type: ignore
-from flask_restx import Resource, marshal_with, reqparse  # type: ignore
-from sqlalchemy.orm import Session
-from werkzeug.exceptions import Forbidden
-
-from controllers.console import console_ns
-from controllers.console.datasets.wraps import get_rag_pipeline
-from controllers.console.wraps import (
-    account_initialization_required,
-    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
-
-
-@console_ns.route("/rag/pipelines/imports")
-class RagPipelineImportApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @marshal_with(pipeline_import_fields)
-    def post(self):
-        # Check user role first
-        if not current_user.is_editor:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("mode", type=str, required=True, location="json")
-        parser.add_argument("yaml_content", type=str, location="json")
-        parser.add_argument("yaml_url", type=str, location="json")
-        parser.add_argument("name", type=str, location="json")
-        parser.add_argument("description", type=str, location="json")
-        parser.add_argument("icon_type", type=str, location="json")
-        parser.add_argument("icon", type=str, location="json")
-        parser.add_argument("icon_background", type=str, location="json")
-        parser.add_argument("pipeline_id", type=str, location="json")
-        args = parser.parse_args()
-
-        # Create service with session
-        with Session(db.engine) as session:
-            import_service = RagPipelineDslService(session)
-            # Import app
-            account = cast(Account, current_user)
-            result = import_service.import_rag_pipeline(
-                account=account,
-                import_mode=args["mode"],
-                yaml_content=args.get("yaml_content"),
-                yaml_url=args.get("yaml_url"),
-                pipeline_id=args.get("pipeline_id"),
-                dataset_name=args.get("name"),
-            )
-            session.commit()
-
-        # Return appropriate status code based on result
-        status = result.status
-        if status == ImportStatus.FAILED.value:
-            return result.model_dump(mode="json"), 400
-        elif status == ImportStatus.PENDING.value:
-            return result.model_dump(mode="json"), 202
-        return result.model_dump(mode="json"), 200
-
-
-@console_ns.route("/rag/pipelines/imports/<string:import_id>/confirm")
-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
-
-
-@console_ns.route("/rag/pipelines/imports/<string:pipeline_id>/check-dependencies")
-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
-
-
-@console_ns.route("/rag/pipelines/<string:pipeline_id>/exports")
-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=str, default="false", location="args")
-        args = parser.parse_args()
-
-        with Session(db.engine) as session:
-            export_service = RagPipelineDslService(session)
-            result = export_service.export_rag_pipeline_dsl(
-                pipeline=pipeline, include_secret=args["include_secret"] == "true"
-            )
-
-        return {"data": result}, 200

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

@@ -1,994 +0,0 @@
-import json
-import logging
-from typing import cast
-
-from flask import abort, request
-from flask_restx import Resource, inputs, marshal_with, reqparse  # type: ignore  # type: ignore
-from flask_restx.inputs import int_range  # type: ignore
-from sqlalchemy.orm import Session
-from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
-
-import services
-from controllers.console import console_ns
-from controllers.console.app.error import (
-    ConversationCompletedError,
-    DraftWorkflowNotExist,
-    DraftWorkflowNotSync,
-)
-from controllers.console.datasets.wraps import get_rag_pipeline
-from controllers.console.wraps import (
-    account_initialization_required,
-    setup_required,
-)
-from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError
-from core.app.apps.base_app_queue_manager import AppQueueManager
-from core.app.apps.pipeline.pipeline_generator import PipelineGenerator
-from core.app.entities.app_invoke_entities import InvokeFrom
-from core.model_runtime.utils.encoders import jsonable_encoder
-from extensions.ext_database import db
-from factories import variable_factory
-from fields.workflow_fields import workflow_fields, workflow_pagination_fields
-from fields.workflow_run_fields import (
-    workflow_run_detail_fields,
-    workflow_run_node_execution_fields,
-    workflow_run_node_execution_list_fields,
-    workflow_run_pagination_fields,
-)
-from libs import helper
-from libs.helper import TimestampField, uuid_value
-from libs.login import current_user, login_required
-from models.account import Account
-from models.dataset import Pipeline
-from models.model import EndUser
-from services.errors.app import WorkflowHashNotEqualError
-from services.errors.llm import InvokeRateLimitError
-from services.rag_pipeline.pipeline_generate_service import PipelineGenerateService
-from services.rag_pipeline.rag_pipeline import RagPipelineService
-from services.rag_pipeline.rag_pipeline_manage_service import RagPipelineManageService
-from services.rag_pipeline.rag_pipeline_transform_service import RagPipelineTransformService
-
-logger = logging.getLogger(__name__)
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft")
-class DraftRagPipelineApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    @marshal_with(workflow_fields)
-    def get(self, pipeline: Pipeline):
-        """
-        Get draft rag pipeline's workflow
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        # fetch draft workflow by app_model
-        rag_pipeline_service = RagPipelineService()
-        workflow = rag_pipeline_service.get_draft_workflow(pipeline=pipeline)
-
-        if not workflow:
-            raise DraftWorkflowNotExist()
-
-        # return workflow, if not found, return None (initiate graph by frontend)
-        return workflow
-
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def post(self, pipeline: Pipeline):
-        """
-        Sync draft workflow
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        content_type = request.headers.get("Content-Type", "")
-
-        if "application/json" in content_type:
-            parser = reqparse.RequestParser()
-            parser.add_argument("graph", type=dict, required=True, nullable=False, location="json")
-            parser.add_argument("hash", type=str, required=False, location="json")
-            parser.add_argument("environment_variables", type=list, required=False, location="json")
-            parser.add_argument("conversation_variables", type=list, required=False, location="json")
-            parser.add_argument("rag_pipeline_variables", type=list, required=False, location="json")
-            args = parser.parse_args()
-        elif "text/plain" in content_type:
-            try:
-                data = json.loads(request.data.decode("utf-8"))
-                if "graph" not in data or "features" not in data:
-                    raise ValueError("graph or features not found in data")
-
-                if not isinstance(data.get("graph"), dict):
-                    raise ValueError("graph is not a dict")
-
-                args = {
-                    "graph": data.get("graph"),
-                    "features": data.get("features"),
-                    "hash": data.get("hash"),
-                    "environment_variables": data.get("environment_variables"),
-                    "conversation_variables": data.get("conversation_variables"),
-                    "rag_pipeline_variables": data.get("rag_pipeline_variables"),
-                }
-            except json.JSONDecodeError:
-                return {"message": "Invalid JSON data"}, 400
-        else:
-            abort(415)
-
-        try:
-            environment_variables_list = args.get("environment_variables") or []
-            environment_variables = [
-                variable_factory.build_environment_variable_from_mapping(obj) for obj in environment_variables_list
-            ]
-            conversation_variables_list = args.get("conversation_variables") or []
-            conversation_variables = [
-                variable_factory.build_conversation_variable_from_mapping(obj) for obj in conversation_variables_list
-            ]
-            rag_pipeline_service = RagPipelineService()
-            workflow = rag_pipeline_service.sync_draft_workflow(
-                pipeline=pipeline,
-                graph=args["graph"],
-                unique_hash=args.get("hash"),
-                account=current_user,
-                environment_variables=environment_variables,
-                conversation_variables=conversation_variables,
-                rag_pipeline_variables=args.get("rag_pipeline_variables") or [],
-            )
-        except WorkflowHashNotEqualError:
-            raise DraftWorkflowNotSync()
-
-        return {
-            "result": "success",
-            "hash": workflow.unique_hash,
-            "updated_at": TimestampField().format(workflow.updated_at or workflow.created_at),
-        }
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/iteration/nodes/<string:node_id>/run")
-class RagPipelineDraftRunIterationNodeApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def post(self, pipeline: Pipeline, node_id: str):
-        """
-        Run draft workflow iteration node
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, location="json")
-        args = parser.parse_args()
-
-        try:
-            response = PipelineGenerateService.generate_single_iteration(
-                pipeline=pipeline, user=current_user, node_id=node_id, args=args, streaming=True
-            )
-
-            return helper.compact_generate_response(response)
-        except services.errors.conversation.ConversationNotExistsError:
-            raise NotFound("Conversation Not Exists.")
-        except services.errors.conversation.ConversationCompletedError:
-            raise ConversationCompletedError()
-        except ValueError as e:
-            raise e
-        except Exception:
-            logging.exception("internal server error.")
-            raise InternalServerError()
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/loop/nodes/<string:node_id>/run")
-class RagPipelineDraftRunLoopNodeApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def post(self, pipeline: Pipeline, node_id: str):
-        """
-        Run draft workflow loop node
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, location="json")
-        args = parser.parse_args()
-
-        try:
-            response = PipelineGenerateService.generate_single_loop(
-                pipeline=pipeline, user=current_user, node_id=node_id, args=args, streaming=True
-            )
-
-            return helper.compact_generate_response(response)
-        except services.errors.conversation.ConversationNotExistsError:
-            raise NotFound("Conversation Not Exists.")
-        except services.errors.conversation.ConversationCompletedError:
-            raise ConversationCompletedError()
-        except ValueError as e:
-            raise e
-        except Exception:
-            logging.exception("internal server error.")
-            raise InternalServerError()
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/run")
-class DraftRagPipelineRunApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def post(self, pipeline: Pipeline):
-        """
-        Run draft workflow
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
-        parser.add_argument("datasource_type", type=str, required=True, location="json")
-        parser.add_argument("datasource_info_list", type=list, required=True, location="json")
-        parser.add_argument("start_node_id", type=str, required=True, location="json")
-        args = parser.parse_args()
-
-        try:
-            response = PipelineGenerateService.generate(
-                pipeline=pipeline,
-                user=current_user,
-                args=args,
-                invoke_from=InvokeFrom.DEBUGGER,
-                streaming=True,
-            )
-
-            return helper.compact_generate_response(response)
-        except InvokeRateLimitError as ex:
-            raise InvokeRateLimitHttpError(ex.description)
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/run")
-class PublishedRagPipelineRunApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def post(self, pipeline: Pipeline):
-        """
-        Run published workflow
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
-        parser.add_argument("datasource_type", type=str, required=True, location="json")
-        parser.add_argument("datasource_info_list", type=list, required=True, location="json")
-        parser.add_argument("start_node_id", type=str, required=True, location="json")
-        parser.add_argument("is_preview", type=bool, required=True, location="json", default=False)
-        parser.add_argument("response_mode", type=str, required=True, location="json", default="streaming")
-        parser.add_argument("original_document_id", type=str, required=False, location="json")
-        args = parser.parse_args()
-
-        streaming = args["response_mode"] == "streaming"
-
-        try:
-            response = PipelineGenerateService.generate(
-                pipeline=pipeline,
-                user=current_user,
-                args=args,
-                invoke_from=InvokeFrom.DEBUGGER if args.get("is_preview") else InvokeFrom.PUBLISHED,
-                streaming=streaming,
-            )
-
-            return helper.compact_generate_response(response)
-        except InvokeRateLimitError as ex:
-            raise InvokeRateLimitHttpError(ex.description)
-
-
-# class RagPipelinePublishedDatasourceNodeRunStatusApi(Resource):
-#     @setup_required
-#     @login_required
-#     @account_initialization_required
-#     @get_rag_pipeline
-#     def post(self, pipeline: Pipeline, node_id: str):
-#         """
-#         Run rag pipeline datasource
-#         """
-#         # The role of the current user in the ta table must be admin, owner, or editor
-#         if not current_user.is_editor:
-#             raise Forbidden()
-#
-#         if not isinstance(current_user, Account):
-#             raise Forbidden()
-#
-#         parser = reqparse.RequestParser()
-#         parser.add_argument("job_id", type=str, required=True, nullable=False, location="json")
-#         parser.add_argument("datasource_type", type=str, required=True, location="json")
-#         args = parser.parse_args()
-#
-#         job_id = args.get("job_id")
-#         if job_id == None:
-#             raise ValueError("missing job_id")
-#         datasource_type = args.get("datasource_type")
-#         if datasource_type == None:
-#             raise ValueError("missing datasource_type")
-#
-#         rag_pipeline_service = RagPipelineService()
-#         result = rag_pipeline_service.run_datasource_workflow_node_status(
-#             pipeline=pipeline,
-#             node_id=node_id,
-#             job_id=job_id,
-#             account=current_user,
-#             datasource_type=datasource_type,
-#             is_published=True
-#         )
-#
-#         return result
-
-
-# class RagPipelineDraftDatasourceNodeRunStatusApi(Resource):
-#     @setup_required
-#     @login_required
-#     @account_initialization_required
-#     @get_rag_pipeline
-#     def post(self, pipeline: Pipeline, node_id: str):
-#         """
-#         Run rag pipeline datasource
-#         """
-#         # The role of the current user in the ta table must be admin, owner, or editor
-#         if not current_user.is_editor:
-#             raise Forbidden()
-#
-#         if not isinstance(current_user, Account):
-#             raise Forbidden()
-#
-#         parser = reqparse.RequestParser()
-#         parser.add_argument("job_id", type=str, required=True, nullable=False, location="json")
-#         parser.add_argument("datasource_type", type=str, required=True, location="json")
-#         args = parser.parse_args()
-#
-#         job_id = args.get("job_id")
-#         if job_id == None:
-#             raise ValueError("missing job_id")
-#         datasource_type = args.get("datasource_type")
-#         if datasource_type == None:
-#             raise ValueError("missing datasource_type")
-#
-#         rag_pipeline_service = RagPipelineService()
-#         result = rag_pipeline_service.run_datasource_workflow_node_status(
-#             pipeline=pipeline,
-#             node_id=node_id,
-#             job_id=job_id,
-#             account=current_user,
-#             datasource_type=datasource_type,
-#             is_published=False
-#         )
-#
-#         return result
-#
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/run")
-class RagPipelinePublishedDatasourceNodeRunApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def post(self, pipeline: Pipeline, node_id: str):
-        """
-        Run rag pipeline datasource
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
-        parser.add_argument("datasource_type", type=str, required=True, location="json")
-        parser.add_argument("credential_id", type=str, required=False, location="json")
-        args = parser.parse_args()
-
-        inputs = args.get("inputs")
-        if inputs is None:
-            raise ValueError("missing inputs")
-        datasource_type = args.get("datasource_type")
-        if datasource_type is None:
-            raise ValueError("missing datasource_type")
-
-        rag_pipeline_service = RagPipelineService()
-        return helper.compact_generate_response(
-            PipelineGenerator.convert_to_event_stream(
-                rag_pipeline_service.run_datasource_workflow_node(
-                    pipeline=pipeline,
-                    node_id=node_id,
-                    user_inputs=inputs,
-                    account=current_user,
-                    datasource_type=datasource_type,
-                    is_published=False,
-                    credential_id=args.get("credential_id"),
-                )
-            )
-        )
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/datasource/nodes/<string:node_id>/run")
-class RagPipelineDraftDatasourceNodeRunApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def post(self, pipeline: Pipeline, node_id: str):
-        """
-        Run rag pipeline datasource
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
-        parser.add_argument("datasource_type", type=str, required=True, location="json")
-        parser.add_argument("credential_id", type=str, required=False, location="json")
-        args = parser.parse_args()
-
-        inputs = args.get("inputs")
-        if inputs is None:
-            raise ValueError("missing inputs")
-        datasource_type = args.get("datasource_type")
-        if datasource_type is None:
-            raise ValueError("missing datasource_type")
-
-        rag_pipeline_service = RagPipelineService()
-        return helper.compact_generate_response(
-            PipelineGenerator.convert_to_event_stream(
-                rag_pipeline_service.run_datasource_workflow_node(
-                    pipeline=pipeline,
-                    node_id=node_id,
-                    user_inputs=inputs,
-                    account=current_user,
-                    datasource_type=datasource_type,
-                    is_published=False,
-                    credential_id=args.get("credential_id"),
-                )
-            )
-        )
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/nodes/<string:node_id>/run")
-class RagPipelineDraftNodeRunApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    @marshal_with(workflow_run_node_execution_fields)
-    def post(self, pipeline: Pipeline, node_id: str):
-        """
-        Run draft workflow node
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
-        args = parser.parse_args()
-
-        inputs = args.get("inputs")
-        if inputs == None:
-            raise ValueError("missing inputs")
-
-        rag_pipeline_service = RagPipelineService()
-        workflow_node_execution = rag_pipeline_service.run_draft_workflow_node(
-            pipeline=pipeline, node_id=node_id, user_inputs=inputs, account=current_user
-        )
-
-        if workflow_node_execution is None:
-            raise ValueError("Workflow node execution not found")
-
-        return workflow_node_execution
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflow-runs/tasks/<string:task_id>/stop")
-class RagPipelineTaskStopApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def post(self, pipeline: Pipeline, task_id: str):
-        """
-        Stop workflow task
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, current_user.id)
-
-        return {"result": "success"}
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/publish")
-class PublishedRagPipelineApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    @marshal_with(workflow_fields)
-    def get(self, pipeline: Pipeline):
-        """
-        Get published pipeline
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-        if not pipeline.is_published:
-            return None
-        # fetch published workflow by pipeline
-        rag_pipeline_service = RagPipelineService()
-        workflow = rag_pipeline_service.get_published_workflow(pipeline=pipeline)
-
-        # return workflow, if not found, return None
-        return workflow
-
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def post(self, pipeline: Pipeline):
-        """
-        Publish workflow
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        rag_pipeline_service = RagPipelineService()
-        with Session(db.engine) as session:
-            pipeline = session.merge(pipeline)
-            workflow = rag_pipeline_service.publish_workflow(
-                session=session,
-                pipeline=pipeline,
-                account=current_user,
-            )
-            pipeline.is_published = True
-            pipeline.workflow_id = workflow.id
-            session.add(pipeline)
-            workflow_created_at = TimestampField().format(workflow.created_at)
-
-            session.commit()
-
-        return {
-            "result": "success",
-            "created_at": workflow_created_at,
-        }
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/default-workflow-block-configs")
-class DefaultRagPipelineBlockConfigsApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def get(self, pipeline: Pipeline):
-        """
-        Get default block config
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        # Get default block configs
-        rag_pipeline_service = RagPipelineService()
-        return rag_pipeline_service.get_default_block_configs()
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/default-workflow-block-configs/<string:block_type>")
-class DefaultRagPipelineBlockConfigApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def get(self, pipeline: Pipeline, block_type: str):
-        """
-        Get default block config
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("q", type=str, location="args")
-        args = parser.parse_args()
-
-        q = args.get("q")
-
-        filters = None
-        if q:
-            try:
-                filters = json.loads(args.get("q", ""))
-            except json.JSONDecodeError:
-                raise ValueError("Invalid filters")
-
-        # Get default block configs
-        rag_pipeline_service = RagPipelineService()
-        return rag_pipeline_service.get_default_block_config(node_type=block_type, filters=filters)
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows")
-class PublishedAllRagPipelineApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    @marshal_with(workflow_pagination_fields)
-    def get(self, pipeline: Pipeline):
-        """
-        Get published workflows
-        """
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("page", type=inputs.int_range(1, 99999), required=False, default=1, location="args")
-        parser.add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
-        parser.add_argument("user_id", type=str, required=False, location="args")
-        parser.add_argument("named_only", type=inputs.boolean, required=False, default=False, location="args")
-        args = parser.parse_args()
-        page = int(args.get("page", 1))
-        limit = int(args.get("limit", 10))
-        user_id = args.get("user_id")
-        named_only = args.get("named_only", False)
-
-        if user_id:
-            if user_id != current_user.id:
-                raise Forbidden()
-            user_id = cast(str, user_id)
-
-        rag_pipeline_service = RagPipelineService()
-        with Session(db.engine) as session:
-            workflows, has_more = rag_pipeline_service.get_all_published_workflow(
-                session=session,
-                pipeline=pipeline,
-                page=page,
-                limit=limit,
-                user_id=user_id,
-                named_only=named_only,
-            )
-
-            return {
-                "items": workflows,
-                "page": page,
-                "limit": limit,
-                "has_more": has_more,
-            }
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/<string:workflow_id>")
-class RagPipelineByIdApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    @marshal_with(workflow_fields)
-    def patch(self, pipeline: Pipeline, workflow_id: str):
-        """
-        Update workflow attributes
-        """
-        # Check permission
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("marked_name", type=str, required=False, location="json")
-        parser.add_argument("marked_comment", type=str, required=False, location="json")
-        args = parser.parse_args()
-
-        # Validate name and comment length
-        if args.marked_name and len(args.marked_name) > 20:
-            raise ValueError("Marked name cannot exceed 20 characters")
-        if args.marked_comment and len(args.marked_comment) > 100:
-            raise ValueError("Marked comment cannot exceed 100 characters")
-        args = parser.parse_args()
-
-        # Prepare update data
-        update_data = {}
-        if args.get("marked_name") is not None:
-            update_data["marked_name"] = args["marked_name"]
-        if args.get("marked_comment") is not None:
-            update_data["marked_comment"] = args["marked_comment"]
-
-        if not update_data:
-            return {"message": "No valid fields to update"}, 400
-
-        rag_pipeline_service = RagPipelineService()
-
-        # Create a session and manage the transaction
-        with Session(db.engine, expire_on_commit=False) as session:
-            workflow = rag_pipeline_service.update_workflow(
-                session=session,
-                workflow_id=workflow_id,
-                tenant_id=pipeline.tenant_id,
-                account_id=current_user.id,
-                data=update_data,
-            )
-
-            if not workflow:
-                raise NotFound("Workflow not found")
-
-            # Commit the transaction in the controller
-            session.commit()
-
-        return workflow
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/processing/parameters")
-class PublishedRagPipelineSecondStepApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def get(self, pipeline: Pipeline):
-        """
-        Get second step parameters of rag pipeline
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-        parser = reqparse.RequestParser()
-        parser.add_argument("node_id", type=str, required=True, location="args")
-        args = parser.parse_args()
-        node_id = args.get("node_id")
-        if not node_id:
-            raise ValueError("Node ID is required")
-        rag_pipeline_service = RagPipelineService()
-        variables = rag_pipeline_service.get_second_step_parameters(pipeline=pipeline, node_id=node_id, is_draft=False)
-        return {
-            "variables": variables,
-        }
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/pre-processing/parameters")
-class PublishedRagPipelineFirstStepApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def get(self, pipeline: Pipeline):
-        """
-        Get first step parameters of rag pipeline
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-        parser = reqparse.RequestParser()
-        parser.add_argument("node_id", type=str, required=True, location="args")
-        args = parser.parse_args()
-        node_id = args.get("node_id")
-        if not node_id:
-            raise ValueError("Node ID is required")
-        rag_pipeline_service = RagPipelineService()
-        variables = rag_pipeline_service.get_first_step_parameters(pipeline=pipeline, node_id=node_id, is_draft=False)
-        return {
-            "variables": variables,
-        }
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/pre-processing/parameters")
-class DraftRagPipelineFirstStepApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def get(self, pipeline: Pipeline):
-        """
-        Get first step parameters of rag pipeline
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-        parser = reqparse.RequestParser()
-        parser.add_argument("node_id", type=str, required=True, location="args")
-        args = parser.parse_args()
-        node_id = args.get("node_id")
-        if not node_id:
-            raise ValueError("Node ID is required")
-        rag_pipeline_service = RagPipelineService()
-        variables = rag_pipeline_service.get_first_step_parameters(pipeline=pipeline, node_id=node_id, is_draft=True)
-        return {
-            "variables": variables,
-        }
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/processing/parameters")
-class DraftRagPipelineSecondStepApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    def get(self, pipeline: Pipeline):
-        """
-        Get second step parameters of rag pipeline
-        """
-        # The role of the current user in the ta table must be admin, owner, or editor
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-        parser = reqparse.RequestParser()
-        parser.add_argument("node_id", type=str, required=True, location="args")
-        args = parser.parse_args()
-        node_id = args.get("node_id")
-        if not node_id:
-            raise ValueError("Node ID is required")
-
-        rag_pipeline_service = RagPipelineService()
-        variables = rag_pipeline_service.get_second_step_parameters(pipeline=pipeline, node_id=node_id, is_draft=True)
-        return {
-            "variables": variables,
-        }
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflow-runs")
-class RagPipelineWorkflowRunListApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    @marshal_with(workflow_run_pagination_fields)
-    def get(self, pipeline: Pipeline):
-        """
-        Get workflow run list
-        """
-        parser = reqparse.RequestParser()
-        parser.add_argument("last_id", type=uuid_value, location="args")
-        parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
-        args = parser.parse_args()
-
-        rag_pipeline_service = RagPipelineService()
-        result = rag_pipeline_service.get_rag_pipeline_paginate_workflow_runs(pipeline=pipeline, args=args)
-
-        return result
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflow-runs/<uuid:run_id>")
-class RagPipelineWorkflowRunDetailApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    @marshal_with(workflow_run_detail_fields)
-    def get(self, pipeline: Pipeline, run_id):
-        """
-        Get workflow run detail
-        """
-        run_id = str(run_id)
-
-        rag_pipeline_service = RagPipelineService()
-        workflow_run = rag_pipeline_service.get_rag_pipeline_workflow_run(pipeline=pipeline, run_id=run_id)
-
-        return workflow_run
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflow-runs/<uuid:run_id>/node-executions")
-class RagPipelineWorkflowRunNodeExecutionListApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    @marshal_with(workflow_run_node_execution_list_fields)
-    def get(self, pipeline: Pipeline, run_id):
-        """
-        Get workflow run node execution list
-        """
-        run_id = str(run_id)
-
-        rag_pipeline_service = RagPipelineService()
-        user = cast("Account | EndUser", current_user)
-        node_executions = rag_pipeline_service.get_rag_pipeline_workflow_run_node_executions(
-            pipeline=pipeline,
-            run_id=run_id,
-            user=user,
-        )
-
-        return {"data": node_executions}
-
-
-@console_ns.route("/rag/pipelines/datasource-plugins")
-class DatasourceListApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def get(self):
-        user = current_user
-        if not isinstance(user, Account):
-            raise Forbidden()
-        tenant_id = user.current_tenant_id
-        if not tenant_id:
-            raise Forbidden()
-
-        return jsonable_encoder(RagPipelineManageService.list_rag_pipeline_datasources(tenant_id))
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/nodes/<string:node_id>/last-run")
-class RagPipelineWorkflowLastRunApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    @marshal_with(workflow_run_node_execution_fields)
-    def get(self, pipeline: Pipeline, node_id: str):
-        rag_pipeline_service = RagPipelineService()
-        workflow = rag_pipeline_service.get_draft_workflow(pipeline=pipeline)
-        if not workflow:
-            raise NotFound("Workflow not found")
-        node_exec = rag_pipeline_service.get_node_last_run(
-            pipeline=pipeline,
-            workflow=workflow,
-            node_id=node_id,
-        )
-        if node_exec is None:
-            raise NotFound("last run not found")
-        return node_exec
-
-
-@console_ns.route("/rag/pipelines/transform/datasets/<uuid:dataset_id>")
-class RagPipelineTransformApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def post(self, dataset_id):
-        if not isinstance(current_user, Account):
-            raise Forbidden()
-
-        if not (current_user.has_edit_permission or current_user.is_dataset_operator):
-            raise Forbidden()
-
-        dataset_id = str(dataset_id)
-        rag_pipeline_transform_service = RagPipelineTransformService()
-        result = rag_pipeline_transform_service.transform_dataset(dataset_id)
-        return result
-
-
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/datasource/variables-inspect")
-class RagPipelineDatasourceVariableApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_rag_pipeline
-    @marshal_with(workflow_run_node_execution_fields)
-    def post(self, pipeline: Pipeline):
-        """
-        Set datasource variables
-        """
-        if not isinstance(current_user, Account) or not current_user.has_edit_permission:
-            raise Forbidden()
-
-        parser = reqparse.RequestParser()
-        parser.add_argument("datasource_type", type=str, required=True, location="json")
-        parser.add_argument("datasource_info", type=dict, required=True, location="json")
-        parser.add_argument("start_node_id", type=str, required=True, location="json")
-        parser.add_argument("start_node_title", type=str, required=True, location="json")
-        args = parser.parse_args()
-
-        rag_pipeline_service = RagPipelineService()
-        workflow_node_execution = rag_pipeline_service.set_datasource_variables(
-            pipeline=pipeline,
-            args=args,
-            current_user=current_user,
-        )
-        return workflow_node_execution
-
-
-@console_ns.route("/rag/pipelines/recommended-plugins")
-class RagPipelineRecommendedPluginApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def get(self):
-        rag_pipeline_service = RagPipelineService()
-        recommended_plugins = rag_pipeline_service.get_recommended_plugins()
-        return recommended_plugins

api/controllers/console/datasets/wraps.py

@@ -1,46 +0,0 @@
-from collections.abc import Callable
-from functools import wraps
-
-from controllers.console.datasets.error import PipelineNotFoundError
-from extensions.ext_database import db
-from libs.login import current_user
-from models.account import Account
-from models.dataset import Pipeline
-
-
-def get_rag_pipeline(
-    view: Callable | None = None,
-):
-    def decorator(view_func):
-        @wraps(view_func)
-        def decorated_view(*args, **kwargs):
-            if not kwargs.get("pipeline_id"):
-                raise ValueError("missing pipeline_id in path parameters")
-
-            if not isinstance(current_user, Account):
-                raise ValueError("current_user is not an account")
-
-            pipeline_id = kwargs.get("pipeline_id")
-            pipeline_id = str(pipeline_id)
-
-            del kwargs["pipeline_id"]
-
-            pipeline = (
-                db.session.query(Pipeline)
-                .where(Pipeline.id == pipeline_id, Pipeline.tenant_id == current_user.current_tenant_id)
-                .first()
-            )
-
-            if not pipeline:
-                raise PipelineNotFoundError()
-
-            kwargs["pipeline"] = pipeline
-
-            return view_func(*args, **kwargs)
-
-        return decorated_view
-
-    if view is None:
-        return decorator
-    else:
-        return decorator(view)

api/controllers/console/explore/audio.py

@@ -26,15 +26,9 @@ from services.errors.audio import (
     UnsupportedAudioTypeServiceError,
 )
 
-from .. import console_ns
-
 logger = logging.getLogger(__name__)
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/audio-to-text",
-    endpoint="installed_app_audio",
-)
 class ChatAudioApi(InstalledAppResource):
     def post(self, installed_app):
         app_model = installed_app.app
@@ -71,10 +65,6 @@ class ChatAudioApi(InstalledAppResource):
             raise InternalServerError()
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/text-to-audio",
-    endpoint="installed_app_text",
-)
 class ChatTextApi(InstalledAppResource):
     def post(self, installed_app):
         from flask_restx import reqparse

api/controllers/console/explore/completion.py

@@ -33,16 +33,10 @@ from models.model import AppMode
 from services.app_generate_service import AppGenerateService
 from services.errors.llm import InvokeRateLimitError
 
-from .. import console_ns
-
 logger = logging.getLogger(__name__)
 
 
 # define completion api for user
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/completion-messages",
-    endpoint="installed_app_completion",
-)
 class CompletionApi(InstalledAppResource):
     def post(self, installed_app):
         app_model = installed_app.app
@@ -93,10 +87,6 @@ class CompletionApi(InstalledAppResource):
             raise InternalServerError()
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/completion-messages/<string:task_id>/stop",
-    endpoint="installed_app_stop_completion",
-)
 class CompletionStopApi(InstalledAppResource):
     def post(self, installed_app, task_id):
         app_model = installed_app.app
@@ -110,10 +100,6 @@ class CompletionStopApi(InstalledAppResource):
         return {"result": "success"}, 200
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/chat-messages",
-    endpoint="installed_app_chat_completion",
-)
 class ChatApi(InstalledAppResource):
     def post(self, installed_app):
         app_model = installed_app.app
@@ -167,10 +153,6 @@ class ChatApi(InstalledAppResource):
             raise InternalServerError()
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/chat-messages/<string:task_id>/stop",
-    endpoint="installed_app_stop_chat_completion",
-)
 class ChatStopApi(InstalledAppResource):
     def post(self, installed_app, task_id):
         app_model = installed_app.app

api/controllers/console/explore/conversation.py

@@ -16,13 +16,7 @@ from services.conversation_service import ConversationService
 from services.errors.conversation import ConversationNotExistsError, LastConversationNotExistsError
 from services.web_conversation_service import WebConversationService
 
-from .. import console_ns
 
-
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/conversations",
-    endpoint="installed_app_conversations",
-)
 class ConversationListApi(InstalledAppResource):
     @marshal_with(conversation_infinite_scroll_pagination_fields)
     def get(self, installed_app):
@@ -58,10 +52,6 @@ class ConversationListApi(InstalledAppResource):
             raise NotFound("Last Conversation Not Exists.")
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>",
-    endpoint="installed_app_conversation",
-)
 class ConversationApi(InstalledAppResource):
     def delete(self, installed_app, c_id):
         app_model = installed_app.app
@@ -80,10 +70,6 @@ class ConversationApi(InstalledAppResource):
         return {"result": "success"}, 204
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>/name",
-    endpoint="installed_app_conversation_rename",
-)
 class ConversationRenameApi(InstalledAppResource):
     @marshal_with(simple_conversation_fields)
     def post(self, installed_app, c_id):
@@ -109,10 +95,6 @@ class ConversationRenameApi(InstalledAppResource):
             raise NotFound("Conversation Not Exists.")
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>/pin",
-    endpoint="installed_app_conversation_pin",
-)
 class ConversationPinApi(InstalledAppResource):
     def patch(self, installed_app, c_id):
         app_model = installed_app.app
@@ -132,10 +114,6 @@ class ConversationPinApi(InstalledAppResource):
         return {"result": "success"}
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/conversations/<uuid:c_id>/unpin",
-    endpoint="installed_app_conversation_unpin",
-)
 class ConversationUnPinApi(InstalledAppResource):
     def patch(self, installed_app, c_id):
         app_model = installed_app.app

api/controllers/console/explore/message.py

@@ -36,15 +36,9 @@ from services.errors.message import (
 )
 from services.message_service import MessageService
 
-from .. import console_ns
-
 logger = logging.getLogger(__name__)
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/messages",
-    endpoint="installed_app_messages",
-)
 class MessageListApi(InstalledAppResource):
     @marshal_with(message_infinite_scroll_pagination_fields)
     def get(self, installed_app):
@@ -72,10 +66,6 @@ class MessageListApi(InstalledAppResource):
             raise NotFound("First Message Not Exists.")
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/messages/<uuid:message_id>/feedbacks",
-    endpoint="installed_app_message_feedback",
-)
 class MessageFeedbackApi(InstalledAppResource):
     def post(self, installed_app, message_id):
         app_model = installed_app.app
@@ -103,10 +93,6 @@ class MessageFeedbackApi(InstalledAppResource):
         return {"result": "success"}
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/messages/<uuid:message_id>/more-like-this",
-    endpoint="installed_app_more_like_this",
-)
 class MessageMoreLikeThisApi(InstalledAppResource):
     def get(self, installed_app, message_id):
         app_model = installed_app.app
@@ -153,10 +139,6 @@ class MessageMoreLikeThisApi(InstalledAppResource):
             raise InternalServerError()
 
 
-@console_ns.route(
-    "/installed-apps/<uuid:installed_app_id>/messages/<uuid:message_id>/suggested-questions",
-    endpoint="installed_app_suggested_question",
-)
 class MessageSuggestedQuestionApi(InstalledAppResource):
     def get(self, installed_app, message_id):
         app_model = installed_app.app

api/controllers/console/explore/workflow.py

@@ -20,19 +20,15 @@ from core.errors.error import (
     QuotaExceededError,
 )
 from core.model_runtime.errors.invoke import InvokeError
-from core.workflow.graph_engine.manager import GraphEngineManager
 from libs import helper
 from libs.login import current_user
 from models.model import AppMode, InstalledApp
 from services.app_generate_service import AppGenerateService
 from services.errors.llm import InvokeRateLimitError
 
-from .. import console_ns
-
 logger = logging.getLogger(__name__)
 
 
-@console_ns.route("/installed-apps/<uuid:installed_app_id>/workflows/run")
 class InstalledAppWorkflowRunApi(InstalledAppResource):
     def post(self, installed_app: InstalledApp):
         """
@@ -73,7 +69,6 @@ class InstalledAppWorkflowRunApi(InstalledAppResource):
             raise InternalServerError()
 
 
-@console_ns.route("/installed-apps/<uuid:installed_app_id>/workflows/tasks/<string:task_id>/stop")
 class InstalledAppWorkflowTaskStopApi(InstalledAppResource):
     def post(self, installed_app: InstalledApp, task_id: str):
         """
@@ -87,11 +82,6 @@ class InstalledAppWorkflowTaskStopApi(InstalledAppResource):
             raise NotWorkflowAppError()
         assert current_user is not None
 
-        # Stop using both mechanisms for backward compatibility
-        # Legacy stop flag mechanism (without user check)
-        AppQueueManager.set_stop_flag_no_user_check(task_id)
-
-        # New graph engine command channel mechanism
-        GraphEngineManager.send_stop_command(task_id)
+        AppQueueManager.set_stop_flag(task_id, InvokeFrom.EXPLORE, current_user.id)
 
         return {"result": "success"}

api/controllers/console/files.py

@@ -20,18 +20,14 @@ from controllers.console.wraps import (
     cloud_edition_billing_resource_check,
     setup_required,
 )
-from extensions.ext_database import db
 from fields.file_fields import file_fields, upload_config_fields
 from libs.login import login_required
 from models import Account
 from services.file_service import FileService
 
-from . import console_ns
-
 PREVIEW_WORDS_LIMIT = 3000
 
 
-@console_ns.route("/files/upload")
 class FileApi(Resource):
     @setup_required
     @login_required
@@ -72,11 +68,10 @@ class FileApi(Resource):
         if source not in ("datasets", None):
             source = None
 
-        if not isinstance(current_user, Account):
-            raise ValueError("Invalid user account")
-
         try:
-            upload_file = FileService(db.engine).upload_file(
+            if not isinstance(current_user, Account):
+                raise ValueError("Invalid user account")
+            upload_file = FileService.upload_file(
                 filename=file.filename,
                 content=file.read(),
                 mimetype=file.mimetype,
@@ -91,18 +86,16 @@ class FileApi(Resource):
         return upload_file, 201
 
 
-@console_ns.route("/files/<uuid:file_id>/preview")
 class FilePreviewApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
     def get(self, file_id):
         file_id = str(file_id)
-        text = FileService(db.engine).get_file_preview(file_id)
+        text = FileService.get_file_preview(file_id)
         return {"content": text}
 
 
-@console_ns.route("/files/support-type")
 class FileSupportTypeApi(Resource):
     @setup_required
     @login_required

api/controllers/console/remote_files.py

@@ -14,15 +14,11 @@ from controllers.common.errors import (
 )
 from core.file import helpers as file_helpers
 from core.helper import ssrf_proxy
-from extensions.ext_database import db
 from fields.file_fields import file_fields_with_signed_url, remote_file_info_fields
 from models.account import Account
 from services.file_service import FileService
 
-from . import console_ns
 
-
-@console_ns.route("/remote-files/<path:url>")
 class RemoteFileInfoApi(Resource):
     @marshal_with(remote_file_info_fields)
     def get(self, url):
@@ -38,7 +34,6 @@ class RemoteFileInfoApi(Resource):
         }
 
 
-@console_ns.route("/remote-files/upload")
 class RemoteFileUploadApi(Resource):
     @marshal_with(file_fields_with_signed_url)
     def post(self):
@@ -66,7 +61,7 @@ class RemoteFileUploadApi(Resource):
 
         try:
             user = cast(Account, current_user)
-            upload_file = FileService(db.engine).upload_file(
+            upload_file = FileService.upload_file(
                 filename=file_info.filename,
                 content=content,
                 mimetype=file_info.mimetype,

api/controllers/console/spec.py

@@ -1,34 +0,0 @@
-import logging
-
-from flask_restx import Resource
-
-from controllers.console.wraps import (
-    account_initialization_required,
-    setup_required,
-)
-from core.schemas.schema_manager import SchemaManager
-from libs.login import login_required
-
-from . import console_ns
-
-logger = logging.getLogger(__name__)
-
-
-@console_ns.route("/spec/schema-definitions")
-class SpecSchemaDefinitionsApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def get(self):
-        """
-        Get system JSON Schema definitions specification
-        Used for frontend component type mapping
-        """
-        try:
-            schema_manager = SchemaManager()
-            schema_definitions = schema_manager.get_all_schema_definitions()
-            return schema_definitions, 200
-        except Exception:
-            logger.exception("Failed to get schema definitions from local registry")
-            # Return empty array as fallback
-            return [], 200