diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
index c1666d24cf..859f499b8e 100644
--- a/.github/ISSUE_TEMPLATE/config.yml
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -1,5 +1,8 @@
 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.
diff --git a/.github/workflows/autofix.yml b/.github/workflows/autofix.yml
index 068ba686fa..ef69e08da9 100644
--- a/.github/workflows/autofix.yml
+++ b/.github/workflows/autofix.yml
@@ -15,10 +15,12 @@ jobs:
       # Use uv to ensure we have the same ruff version in CI and locally.
       - uses: astral-sh/setup-uv@v6
         with:
-          python-version: "3.12"
+          python-version: "3.11"
       - 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
diff --git a/AGENTS.md b/AGENTS.md
index 44f7b30360..5859cd1bd9 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -4,84 +4,51 @@
 
 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:
+The codebase is split into:
 
-- **Backend API** (`/api`): Python Flask application with Domain-Driven Design architecture
-- **Frontend Web** (`/web`): Next.js 15 application with TypeScript and React 19
+- **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
 
-## Development Commands
+## Backend Workflow
 
-### Backend (API)
+- Run backend CLI commands through `uv run --project api <command>`.
 
-All Python commands must be prefixed with `uv run --project api`:
+- Backend QA gate requires passing `make lint`, `make type-check`, and `uv run --project api --dev dev/pytest/pytest_unit_tests.sh` before review.
 
-```bash
-# Start development servers
-./dev/start-api                   # Start API server
-./dev/start-worker                # Start Celery worker
+- Use Makefile targets for linting and formatting; `make lint` and `make type-check` cover the required checks.
 
-# 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
+- Integration tests are CI-only and are not expected to run in the local environment.
 
-# 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)
+## Frontend Workflow
 
 ```bash
 cd web
-pnpm lint                         # Run ESLint
-pnpm eslint-fix                   # Fix ESLint issues
-pnpm test                         # Run Jest tests
+pnpm lint
+pnpm lint:fix
+pnpm test
 ```
 
-## Testing Guidelines
+## Testing & Quality Practices
 
-### Backend Testing
+- 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.
 
-- Use `pytest` for all backend tests
-- Write tests first (TDD approach)
-- Test structure: Arrange-Act-Assert
+## Language Style
 
-## Code Style Requirements
+- **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.
 
-### Python
+## General Practices
 
-- Use type hints for all functions and class attributes
-- No `Any` types unless absolutely necessary
-- Implement special methods (`__repr__`, `__str__`) appropriately
+- 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.
 
-### TypeScript/JavaScript
+## Project Conventions
 
-- 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.
+- 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.
diff --git a/CONTRIBUTING_CN.md b/CONTRIBUTING/CONTRIBUTING_CN.md
similarity index 96%
rename from CONTRIBUTING_CN.md
rename to CONTRIBUTING/CONTRIBUTING_CN.md
index c278c8fd7a..8c52d8939c 100644
--- a/CONTRIBUTING_CN.md
+++ b/CONTRIBUTING/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
 
diff --git a/CONTRIBUTING_DE.md b/CONTRIBUTING/CONTRIBUTING_DE.md
similarity index 96%
rename from CONTRIBUTING_DE.md
rename to CONTRIBUTING/CONTRIBUTING_DE.md
index f819e80bbb..c9e52c4fd7 100644
--- a/CONTRIBUTING_DE.md
+++ b/CONTRIBUTING/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
 
diff --git a/CONTRIBUTING_ES.md b/CONTRIBUTING/CONTRIBUTING_ES.md
similarity index 96%
rename from CONTRIBUTING_ES.md
rename to CONTRIBUTING/CONTRIBUTING_ES.md
index e19d958c65..764c678fb2 100644
--- a/CONTRIBUTING_ES.md
+++ b/CONTRIBUTING/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
 
diff --git a/CONTRIBUTING_FR.md b/CONTRIBUTING/CONTRIBUTING_FR.md
similarity index 96%
rename from CONTRIBUTING_FR.md
rename to CONTRIBUTING/CONTRIBUTING_FR.md
index 335e943fcd..8df491a0a0 100644
--- a/CONTRIBUTING_FR.md
+++ b/CONTRIBUTING/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
 
diff --git a/CONTRIBUTING_JA.md b/CONTRIBUTING/CONTRIBUTING_JA.md
similarity index 96%
rename from CONTRIBUTING_JA.md
rename to CONTRIBUTING/CONTRIBUTING_JA.md
index 2d0d79fc16..dd3d6cbfc5 100644
--- a/CONTRIBUTING_JA.md
+++ b/CONTRIBUTING/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
 
diff --git a/CONTRIBUTING_KR.md b/CONTRIBUTING/CONTRIBUTING_KR.md
similarity index 96%
rename from CONTRIBUTING_KR.md
rename to CONTRIBUTING/CONTRIBUTING_KR.md
index 14b1c9a9ca..f94d5bfbc9 100644
--- a/CONTRIBUTING_KR.md
+++ b/CONTRIBUTING/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
 
diff --git a/CONTRIBUTING_PT.md b/CONTRIBUTING/CONTRIBUTING_PT.md
similarity index 96%
rename from CONTRIBUTING_PT.md
rename to CONTRIBUTING/CONTRIBUTING_PT.md
index aeabcad51f..2aec1e2196 100644
--- a/CONTRIBUTING_PT.md
+++ b/CONTRIBUTING/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
 
diff --git a/CONTRIBUTING_TR.md b/CONTRIBUTING/CONTRIBUTING_TR.md
similarity index 96%
rename from CONTRIBUTING_TR.md
rename to CONTRIBUTING/CONTRIBUTING_TR.md
index d016802a53..1932a3ab34 100644
--- a/CONTRIBUTING_TR.md
+++ b/CONTRIBUTING/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
 
diff --git a/CONTRIBUTING_TW.md b/CONTRIBUTING/CONTRIBUTING_TW.md
similarity index 96%
rename from CONTRIBUTING_TW.md
rename to CONTRIBUTING/CONTRIBUTING_TW.md
index 5c4d7022fe..7fba220a22 100644
--- a/CONTRIBUTING_TW.md
+++ b/CONTRIBUTING/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
 
diff --git a/CONTRIBUTING_VI.md b/CONTRIBUTING/CONTRIBUTING_VI.md
similarity index 96%
rename from CONTRIBUTING_VI.md
rename to CONTRIBUTING/CONTRIBUTING_VI.md
index 2ad431296a..b9844c4869 100644
--- a/CONTRIBUTING_VI.md
+++ b/CONTRIBUTING/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
 
diff --git a/README.md b/README.md
index 90da1d3def..8159057f55 100644
--- a/README.md
+++ b/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="./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>
+  <a href="./README/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/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/README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README/README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README/README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README/README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README/README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README/README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README/README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README/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/README_DE.md"><img alt="README in Deutsch" src="https://img.shields.io/badge/German-d9d9d9"></a>
+  <a href="./README/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.
diff --git a/README_AR.md b/README/README_AR.md
similarity index 97%
rename from README_AR.md
rename to README/README_AR.md
index 2451757ab5..df29db73da 100644
--- a/README_AR.md
+++ b/README/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> ·
@@ -35,7 +35,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -185,7 +185,7 @@ 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
 
@@ -193,4 +193,4 @@ 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.
diff --git a/README_BN.md b/README/README_BN.md
similarity index 98%
rename from README_BN.md
rename to README/README_BN.md
index ef24dea171..b0a64a6cfe 100644
--- a/README_BN.md
+++ b/README/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>
@@ -39,7 +39,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -203,4 +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।
diff --git a/README_CN.md b/README/README_CN.md
similarity index 97%
rename from README_CN.md
rename to README/README_CN.md
index 9aaebf4037..9501992bd2 100644
--- a/README_CN.md
+++ b/README/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> ·
@@ -35,7 +35,7 @@
 </p>
 
 <div align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -180,7 +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](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_CN.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/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。
@@ -196,7 +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。
@@ -208,4 +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。
diff --git a/README_DE.md b/README/README_DE.md
similarity index 96%
rename from README_DE.md
rename to README/README_DE.md
index a08fe63d4f..d1a5837ab4 100644
--- a/README_DE.md
+++ b/README/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>
@@ -39,7 +39,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -173,7 +173,7 @@ 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](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.
+Falls Sie Code beitragen möchten, lesen Sie bitte unseren [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING/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).
 
@@ -200,4 +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.
diff --git a/README_ES.md b/README/README_ES.md
similarity index 97%
rename from README_ES.md
rename to README/README_ES.md
index d8fdbf54e6..60f0a06868 100644
--- a/README_ES.md
+++ b/README/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> ·
@@ -35,7 +35,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -170,7 +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](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_ES.md).
+Para aquellos que deseen contribuir con código, consulten nuestra [Guía de contribución](https://github.com/langgenius/dify/blob/main/CONTRIBUTING/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).
@@ -198,7 +198,7 @@ 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
 
@@ -206,4 +206,4 @@ 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.
diff --git a/README_FR.md b/README/README_FR.md
similarity index 97%
rename from README_FR.md
rename to README/README_FR.md
index 7474ea50c2..a782bd16f8 100644
--- a/README_FR.md
+++ b/README/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> ·
@@ -35,7 +35,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -168,7 +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](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_FR.md).
+Pour ceux qui souhaitent contribuer du code, consultez notre [Guide de contribution](https://github.com/langgenius/dify/blob/main/CONTRIBUTING/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).
@@ -196,7 +196,7 @@ 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
 
@@ -204,4 +204,4 @@ 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.
diff --git a/README_JA.md b/README/README_JA.md
similarity index 97%
rename from README_JA.md
rename to README/README_JA.md
index a782849f6e..23cd0e692b 100644
--- a/README_JA.md
+++ b/README/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> ·
@@ -35,7 +35,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -169,7 +169,7 @@ docker compose up -d
 
 ## 貢献
 
-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。
+コードに貢献したい方は、[Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING/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。
@@ -183,10 +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_JA.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/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。
diff --git a/README_KL.md b/README/README_KL.md
similarity index 98%
rename from README_KL.md
rename to README/README_KL.md
index 93da9a6140..cae02f56fe 100644
--- a/README_KL.md
+++ b/README/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> ·
@@ -35,7 +35,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -199,4 +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.
diff --git a/README_KR.md b/README/README_KR.md
similarity index 97%
rename from README_KR.md
rename to README/README_KR.md
index ec28cc0f61..e1a2a82677 100644
--- a/README_KR.md
+++ b/README/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> ·
@@ -35,7 +35,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -162,7 +162,7 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
 
 ## 기여
 
-코드에 기여하고 싶은 분들은 [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_KR.md)를 참조하세요.
+코드에 기여하고 싶은 분들은 [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING/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.
@@ -190,4 +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.
diff --git a/README_PT.md b/README/README_PT.md
similarity index 97%
rename from README_PT.md
rename to README/README_PT.md
index da8f354a49..91132aade4 100644
--- a/README_PT.md
+++ b/README/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>
@@ -39,7 +39,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README em Inglês" src="https://img.shields.io/badge/English-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>
@@ -168,7 +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](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_PT.md).
+Para aqueles que desejam contribuir com código, veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING/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).
@@ -196,4 +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.
diff --git a/README_SI.md b/README/README_SI.md
similarity index 97%
rename from README_SI.md
rename to README/README_SI.md
index c20dc3484f..8cd78c065c 100644
--- a/README_SI.md
+++ b/README/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>
@@ -36,7 +36,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -196,4 +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.
diff --git a/README_TR.md b/README/README_TR.md
similarity index 97%
rename from README_TR.md
rename to README/README_TR.md
index 21df0d1605..9836c6be61 100644
--- a/README_TR.md
+++ b/README/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> ·
@@ -35,7 +35,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -161,7 +161,7 @@ Dify'ı bulut platformuna tek tıklamayla dağıtın [terraform](https://www.ter
 
 ## Katkıda Bulunma
 
-Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_TR.md) bakabilirsiniz.
+Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING/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.
@@ -189,4 +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.
diff --git a/README_TW.md b/README/README_TW.md
similarity index 97%
rename from README_TW.md
rename to README/README_TW.md
index 18d0724784..b9c0b81246 100644
--- a/README_TW.md
+++ b/README/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>
@@ -39,7 +39,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -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](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_TW.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/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。
@@ -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。
diff --git a/README_VI.md b/README/README_VI.md
similarity index 97%
rename from README_VI.md
rename to README/README_VI.md
index 6d5305fb75..22d74eb31d 100644
--- a/README_VI.md
+++ b/README/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> ·
@@ -35,7 +35,7 @@
 </p>
 
 <p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-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>
@@ -162,7 +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](https://github.com/langgenius/dify/blob/main/CONTRIBUTING_VI.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/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.
@@ -190,4 +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.
diff --git a/api/.env.example b/api/.env.example
index 64e79bf0b8..d53de3779b 100644
--- a/api/.env.example
+++ b/api/.env.example
@@ -468,7 +468,6 @@ 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
diff --git a/api/configs/feature/__init__.py b/api/configs/feature/__init__.py
index e836059ca6..363cf4e2b5 100644
--- a/api/configs/feature/__init__.py
+++ b/api/configs/feature/__init__.py
@@ -577,11 +577,6 @@ class WorkflowConfig(BaseSettings):
         default=5,
     )
 
-    WORKFLOW_PARALLEL_DEPTH_LIMIT: PositiveInt = Field(
-        description="Maximum allowed depth for nested parallel executions",
-        default=3,
-    )
-
     MAX_VARIABLE_SIZE: PositiveInt = Field(
         description="Maximum size in bytes for a single variable in workflows. Default to 200 KB.",
         default=200 * 1024,
diff --git a/api/controllers/console/__init__.py b/api/controllers/console/__init__.py
index ee02ff3937..621f5066e4 100644
--- a/api/controllers/console/__init__.py
+++ b/api/controllers/console/__init__.py
@@ -1,31 +1,10 @@
+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(
@@ -35,23 +14,23 @@ api = ExternalApi(
     description="Console management APIs for app configuration, monitoring, and administration",
 )
 
-# Create namespace
 console_ns = Namespace("console", description="Console management API operations", path="/")
 
-# File
-api.add_resource(FileApi, "/files/upload")
-api.add_resource(FilePreviewApi, "/files/<uuid:file_id>/preview")
-api.add_resource(FileSupportTypeApi, "/files/support-type")
+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",
+)
 
-# 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")
+for module_name in RESOURCE_MODULES:
+    import_module(module_name)
 
+# Ensure resource modules are imported so route decorators are evaluated.
 # Import other controllers
 from . import (
     admin,
@@ -150,77 +129,6 @@ 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__ = [
diff --git a/api/controllers/console/app/app_import.py b/api/controllers/console/app/app_import.py
index aee93a8814..c14f597c25 100644
--- a/api/controllers/console/app/app_import.py
+++ b/api/controllers/console/app/app_import.py
@@ -20,7 +20,10 @@ 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
@@ -74,6 +77,7 @@ 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
@@ -98,6 +102,7 @@ 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
diff --git a/api/controllers/console/app/workflow.py b/api/controllers/console/app/workflow.py
index e70765546c..1f5cbbeca5 100644
--- a/api/controllers/console/app/workflow.py
+++ b/api/controllers/console/app/workflow.py
@@ -9,7 +9,6 @@ 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
@@ -797,24 +796,6 @@ class ConvertToWorkflowApi(Resource):
         }
 
 
-@console_ns.route("/apps/<uuid:app_id>/workflows/draft/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")
 class PublishedAllWorkflowApi(Resource):
     @api.doc("get_all_published_workflows")
diff --git a/api/controllers/console/auth/data_source_bearer_auth.py b/api/controllers/console/auth/data_source_bearer_auth.py
index 796e6916cc..207303b212 100644
--- a/api/controllers/console/auth/data_source_bearer_auth.py
+++ b/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 api
+from controllers.console import console_ns
 from controllers.console.auth.error import ApiKeyAuthFailedError
 from libs.login import login_required
 from services.auth.api_key_auth_service import ApiKeyAuthService
@@ -10,6 +10,7 @@ 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
@@ -33,6 +34,7 @@ class ApiKeyAuthDataSource(Resource):
         return {"sources": []}
 
 
+@console_ns.route("/api-key-auth/data-source/binding")
 class ApiKeyAuthDataSourceBinding(Resource):
     @setup_required
     @login_required
@@ -54,6 +56,7 @@ 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
@@ -66,8 +69,3 @@ 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>")
diff --git a/api/controllers/console/auth/email_register.py b/api/controllers/console/auth/email_register.py
index 91de19a78a..d3613d9183 100644
--- a/api/controllers/console/auth/email_register.py
+++ b/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 api
+from controllers.console import console_ns
 from controllers.console.auth.error import (
     EmailAlreadyInUseError,
     EmailCodeError,
@@ -25,6 +25,7 @@ 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
@@ -52,6 +53,7 @@ class EmailRegisterSendEmailApi(Resource):
         return {"result": "success", "data": token}
 
 
+@console_ns.route("/email-register/validity")
 class EmailRegisterCheckApi(Resource):
     @setup_required
     @email_password_login_enabled
@@ -92,6 +94,7 @@ 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
@@ -148,8 +151,3 @@ 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")
diff --git a/api/controllers/console/auth/forgot_password.py b/api/controllers/console/auth/forgot_password.py
index 36ccb1d562..704bcf8fb8 100644
--- a/api/controllers/console/auth/forgot_password.py
+++ b/api/controllers/console/auth/forgot_password.py
@@ -221,8 +221,3 @@ 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")
diff --git a/api/controllers/console/auth/login.py b/api/controllers/console/auth/login.py
index 3b35ab3c23..ba614aa828 100644
--- a/api/controllers/console/auth/login.py
+++ b/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 api
+from controllers.console import console_ns
 from controllers.console.auth.error import (
     AuthenticationFailedError,
     EmailCodeError,
@@ -34,6 +34,7 @@ from services.errors.workspace import WorkSpaceNotAllowedCreateError, Workspaces
 from services.feature_service import FeatureService
 
 
+@console_ns.route("/login")
 class LoginApi(Resource):
     """Resource for user login."""
 
@@ -91,6 +92,7 @@ class LoginApi(Resource):
         return {"result": "success", "data": token_pair.model_dump()}
 
 
+@console_ns.route("/logout")
 class LogoutApi(Resource):
     @setup_required
     def get(self):
@@ -102,6 +104,7 @@ class LogoutApi(Resource):
         return {"result": "success"}
 
 
+@console_ns.route("/reset-password")
 class ResetPasswordSendEmailApi(Resource):
     @setup_required
     @email_password_login_enabled
@@ -130,6 +133,7 @@ class ResetPasswordSendEmailApi(Resource):
         return {"result": "success", "data": token}
 
 
+@console_ns.route("/email-code-login")
 class EmailCodeLoginSendEmailApi(Resource):
     @setup_required
     def post(self):
@@ -162,6 +166,7 @@ class EmailCodeLoginSendEmailApi(Resource):
         return {"result": "success", "data": token}
 
 
+@console_ns.route("/email-code-login/validity")
 class EmailCodeLoginApi(Resource):
     @setup_required
     def post(self):
@@ -218,6 +223,7 @@ 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()
@@ -229,11 +235,3 @@ 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")
diff --git a/api/controllers/console/auth/oauth_server.py b/api/controllers/console/auth/oauth_server.py
index a54c1443f8..46281860ae 100644
--- a/api/controllers/console/auth/oauth_server.py
+++ b/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 api
+from .. import console_ns
 
 P = ParamSpec("P")
 R = TypeVar("R")
@@ -86,6 +86,7 @@ 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
@@ -108,6 +109,7 @@ class OAuthServerAppApi(Resource):
         )
 
 
+@console_ns.route("/oauth/provider/authorize")
 class OAuthServerUserAuthorizeApi(Resource):
     @setup_required
     @login_required
@@ -125,6 +127,7 @@ class OAuthServerUserAuthorizeApi(Resource):
         )
 
 
+@console_ns.route("/oauth/provider/token")
 class OAuthServerUserTokenApi(Resource):
     @setup_required
     @oauth_server_client_id_required
@@ -180,6 +183,7 @@ class OAuthServerUserTokenApi(Resource):
             )
 
 
+@console_ns.route("/oauth/provider/account")
 class OAuthServerUserAccountApi(Resource):
     @setup_required
     @oauth_server_client_id_required
@@ -194,9 +198,3 @@ 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")
diff --git a/api/controllers/console/billing/billing.py b/api/controllers/console/billing/billing.py
index 39fc7dec6b..fa89f45122 100644
--- a/api/controllers/console/billing/billing.py
+++ b/api/controllers/console/billing/billing.py
@@ -1,12 +1,13 @@
 from flask_restx import Resource, reqparse
 
-from controllers.console import api
+from controllers.console import console_ns
 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
@@ -26,6 +27,7 @@ class Subscription(Resource):
         )
 
 
+@console_ns.route("/billing/invoices")
 class Invoices(Resource):
     @setup_required
     @login_required
@@ -36,7 +38,3 @@ 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")
diff --git a/api/controllers/console/billing/compliance.py b/api/controllers/console/billing/compliance.py
index 4bc073f679..e489b48c82 100644
--- a/api/controllers/console/billing/compliance.py
+++ b/api/controllers/console/billing/compliance.py
@@ -6,10 +6,11 @@ from libs.helper import extract_remote_ip
 from libs.login import login_required
 from services.billing_service import BillingService
 
-from .. import api
+from .. import console_ns
 from ..wraps import account_initialization_required, only_edition_cloud, setup_required
 
 
+@console_ns.route("/compliance/download")
 class ComplianceApi(Resource):
     @setup_required
     @login_required
@@ -30,6 +31,3 @@ class ComplianceApi(Resource):
             ip=ip_address,
             device_info=device_info,
         )
-
-
-api.add_resource(ComplianceApi, "/compliance/download")
diff --git a/api/controllers/console/datasets/data_source.py b/api/controllers/console/datasets/data_source.py
index 3a9530af84..370e0c0d14 100644
--- a/api/controllers/console/datasets/data_source.py
+++ b/api/controllers/console/datasets/data_source.py
@@ -9,7 +9,7 @@ from sqlalchemy import select
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import NotFound
 
-from controllers.console import api
+from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, setup_required
 from core.datasource.entities.datasource_entities import DatasourceProviderType, OnlineDocumentPagesMessage
 from core.datasource.online_document.online_document_plugin import OnlineDocumentDatasourcePlugin
@@ -27,6 +27,10 @@ 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
@@ -109,6 +113,7 @@ class DataSourceApi(Resource):
         return {"result": "success"}, 200
 
 
+@console_ns.route("/notion/pre-import/pages")
 class DataSourceNotionListApi(Resource):
     @setup_required
     @login_required
@@ -196,6 +201,10 @@ class DataSourceNotionListApi(Resource):
             return {"notion_info": {**workspace_info, "pages": pages}}, 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
@@ -269,6 +278,7 @@ class DataSourceNotionApi(Resource):
         return response.model_dump(), 200
 
 
+@console_ns.route("/datasets/<uuid:dataset_id>/notion/sync")
 class DataSourceNotionDatasetSyncApi(Resource):
     @setup_required
     @login_required
@@ -285,6 +295,7 @@ 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
@@ -301,16 +312,3 @@ 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"
-)
diff --git a/api/controllers/console/datasets/datasets_document.py b/api/controllers/console/datasets/datasets_document.py
index e6f5daa87b..6aaede0fb3 100644
--- a/api/controllers/console/datasets/datasets_document.py
+++ b/api/controllers/console/datasets/datasets_document.py
@@ -1114,6 +1114,7 @@ class WebsiteDocumentSyncApi(DocumentResource):
         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
@@ -1147,29 +1148,3 @@ class DocumentPipelineExecutionLogApi(DocumentResource):
             "input_data": log.input_data,
             "datasource_node_id": log.datasource_node_id,
         }, 200
-
-
-api.add_resource(GetProcessRuleApi, "/datasets/process-rule")
-api.add_resource(DatasetDocumentListApi, "/datasets/<uuid:dataset_id>/documents")
-api.add_resource(DatasetInitApi, "/datasets/init")
-api.add_resource(
-    DocumentIndexingEstimateApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/indexing-estimate"
-)
-api.add_resource(DocumentBatchIndexingEstimateApi, "/datasets/<uuid:dataset_id>/batch/<string:batch>/indexing-estimate")
-api.add_resource(DocumentBatchIndexingStatusApi, "/datasets/<uuid:dataset_id>/batch/<string:batch>/indexing-status")
-api.add_resource(DocumentIndexingStatusApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/indexing-status")
-api.add_resource(DocumentApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>")
-api.add_resource(
-    DocumentProcessingApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/processing/<string:action>"
-)
-api.add_resource(DocumentMetadataApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/metadata")
-api.add_resource(DocumentStatusApi, "/datasets/<uuid:dataset_id>/documents/status/<string:action>/batch")
-api.add_resource(DocumentPauseApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/processing/pause")
-api.add_resource(DocumentRecoverApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/processing/resume")
-api.add_resource(DocumentRetryApi, "/datasets/<uuid:dataset_id>/retry")
-api.add_resource(DocumentRenameApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/rename")
-
-api.add_resource(WebsiteDocumentSyncApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/website-sync")
-api.add_resource(
-    DocumentPipelineExecutionLogApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/pipeline-execution-log"
-)
diff --git a/api/controllers/console/datasets/datasets_segments.py b/api/controllers/console/datasets/datasets_segments.py
index 463fd2d7ec..ba552821d2 100644
--- a/api/controllers/console/datasets/datasets_segments.py
+++ b/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 api
+from controllers.console import console_ns
 from controllers.console.app.error import ProviderNotInitializeError
 from controllers.console.datasets.error import (
     ChildChunkDeleteIndexError,
@@ -37,6 +37,7 @@ 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
@@ -139,6 +140,7 @@ 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
@@ -193,6 +195,7 @@ 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
@@ -244,6 +247,7 @@ 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
@@ -345,6 +349,10 @@ 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
@@ -393,7 +401,9 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    def get(self, job_id):
+    def get(self, job_id=None, dataset_id=None, document_id=None):
+        if job_id is None:
+            raise NotFound("The job does not exist.")
         job_id = str(job_id)
         indexing_cache_key = f"segment_batch_import_{job_id}"
         cache_result = redis_client.get(indexing_cache_key)
@@ -403,6 +413,7 @@ 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
@@ -553,6 +564,9 @@ class ChildChunkAddApi(Resource):
         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
@@ -666,27 +680,3 @@ class ChildChunkUpdateApi(Resource):
         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>",
-)
diff --git a/api/controllers/console/datasets/metadata.py b/api/controllers/console/datasets/metadata.py
index 21ab5e4fe1..53dc80eaa5 100644
--- a/api/controllers/console/datasets/metadata.py
+++ b/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 api
+from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, enterprise_license_required, setup_required
 from fields.dataset_fields import dataset_metadata_fields
 from libs.login import login_required
@@ -16,6 +16,7 @@ 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
@@ -50,6 +51,7 @@ 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
@@ -87,6 +89,7 @@ class DatasetMetadataApi(Resource):
         return {"result": "success"}, 204
 
 
+@console_ns.route("/datasets/metadata/built-in")
 class DatasetMetadataBuiltInFieldApi(Resource):
     @setup_required
     @login_required
@@ -97,6 +100,7 @@ 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
@@ -116,6 +120,7 @@ class DatasetMetadataBuiltInFieldActionApi(Resource):
         return {"result": "success"}, 200
 
 
+@console_ns.route("/datasets/<uuid:dataset_id>/documents/metadata")
 class DocumentMetadataEditApi(Resource):
     @setup_required
     @login_required
@@ -136,10 +141,3 @@ 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")
diff --git a/api/controllers/console/datasets/rag_pipeline/datasource_auth.py b/api/controllers/console/datasets/rag_pipeline/datasource_auth.py
index 1a845cf326..154d9e646b 100644
--- a/api/controllers/console/datasets/rag_pipeline/datasource_auth.py
+++ b/api/controllers/console/datasets/rag_pipeline/datasource_auth.py
@@ -5,7 +5,7 @@ from flask_restx import Resource, reqparse
 from werkzeug.exceptions import Forbidden, NotFound
 
 from configs import dify_config
-from controllers.console import api
+from controllers.console import console_ns
 from controllers.console.wraps import (
     account_initialization_required,
     setup_required,
@@ -19,6 +19,7 @@ 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
@@ -68,6 +69,7 @@ class DatasourcePluginOAuthAuthorizationUrl(Resource):
         return response
 
 
+@console_ns.route("/oauth/plugin/<path:provider_id>/datasource/callback")
 class DatasourceOAuthCallback(Resource):
     @setup_required
     def get(self, provider_id: str):
@@ -123,6 +125,7 @@ class DatasourceOAuthCallback(Resource):
         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
@@ -165,6 +168,7 @@ class DatasourceAuth(Resource):
         return {"result": datasources}, 200
 
 
+@console_ns.route("/auth/plugin/datasource/<path:provider_id>/delete")
 class DatasourceAuthDeleteApi(Resource):
     @setup_required
     @login_required
@@ -188,6 +192,7 @@ class DatasourceAuthDeleteApi(Resource):
         return {"result": "success"}, 200
 
 
+@console_ns.route("/auth/plugin/datasource/<path:provider_id>/update")
 class DatasourceAuthUpdateApi(Resource):
     @setup_required
     @login_required
@@ -213,6 +218,7 @@ class DatasourceAuthUpdateApi(Resource):
         return {"result": "success"}, 201
 
 
+@console_ns.route("/auth/plugin/datasource/list")
 class DatasourceAuthListApi(Resource):
     @setup_required
     @login_required
@@ -225,6 +231,7 @@ class DatasourceAuthListApi(Resource):
         return {"result": jsonable_encoder(datasources)}, 200
 
 
+@console_ns.route("/auth/plugin/datasource/default-list")
 class DatasourceHardCodeAuthListApi(Resource):
     @setup_required
     @login_required
@@ -237,6 +244,7 @@ class DatasourceHardCodeAuthListApi(Resource):
         return {"result": jsonable_encoder(datasources)}, 200
 
 
+@console_ns.route("/auth/plugin/datasource/<path:provider_id>/custom-client")
 class DatasourceAuthOauthCustomClient(Resource):
     @setup_required
     @login_required
@@ -271,6 +279,7 @@ class DatasourceAuthOauthCustomClient(Resource):
         return {"result": "success"}, 200
 
 
+@console_ns.route("/auth/plugin/datasource/<path:provider_id>/default")
 class DatasourceAuthDefaultApi(Resource):
     @setup_required
     @login_required
@@ -291,6 +300,7 @@ class DatasourceAuthDefaultApi(Resource):
         return {"result": "success"}, 200
 
 
+@console_ns.route("/auth/plugin/datasource/<path:provider_id>/update-name")
 class DatasourceUpdateProviderNameApi(Resource):
     @setup_required
     @login_required
@@ -311,52 +321,3 @@ class DatasourceUpdateProviderNameApi(Resource):
             credential_id=args["credential_id"],
         )
         return {"result": "success"}, 200
-
-
-api.add_resource(
-    DatasourcePluginOAuthAuthorizationUrl,
-    "/oauth/plugin/<path:provider_id>/datasource/get-authorization-url",
-)
-api.add_resource(
-    DatasourceOAuthCallback,
-    "/oauth/plugin/<path:provider_id>/datasource/callback",
-)
-api.add_resource(
-    DatasourceAuth,
-    "/auth/plugin/datasource/<path:provider_id>",
-)
-
-api.add_resource(
-    DatasourceAuthUpdateApi,
-    "/auth/plugin/datasource/<path:provider_id>/update",
-)
-
-api.add_resource(
-    DatasourceAuthDeleteApi,
-    "/auth/plugin/datasource/<path:provider_id>/delete",
-)
-
-api.add_resource(
-    DatasourceAuthListApi,
-    "/auth/plugin/datasource/list",
-)
-
-api.add_resource(
-    DatasourceHardCodeAuthListApi,
-    "/auth/plugin/datasource/default-list",
-)
-
-api.add_resource(
-    DatasourceAuthOauthCustomClient,
-    "/auth/plugin/datasource/<path:provider_id>/custom-client",
-)
-
-api.add_resource(
-    DatasourceAuthDefaultApi,
-    "/auth/plugin/datasource/<path:provider_id>/default",
-)
-
-api.add_resource(
-    DatasourceUpdateProviderNameApi,
-    "/auth/plugin/datasource/<path:provider_id>/update-name",
-)
diff --git a/api/controllers/console/datasets/rag_pipeline/datasource_content_preview.py b/api/controllers/console/datasets/rag_pipeline/datasource_content_preview.py
index 05fa681a33..6c04cc877a 100644
--- a/api/controllers/console/datasets/rag_pipeline/datasource_content_preview.py
+++ b/api/controllers/console/datasets/rag_pipeline/datasource_content_preview.py
@@ -4,7 +4,7 @@ from flask_restx import (  # type: ignore
 )
 from werkzeug.exceptions import Forbidden
 
-from controllers.console import api
+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
@@ -13,6 +13,7 @@ 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
@@ -49,9 +50,3 @@ class DataSourceContentPreviewApi(Resource):
             credential_id=args.get("credential_id"),
         )
         return preview_content, 200
-
-
-api.add_resource(
-    DataSourceContentPreviewApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/preview",
-)
diff --git a/api/controllers/console/datasets/rag_pipeline/rag_pipeline.py b/api/controllers/console/datasets/rag_pipeline/rag_pipeline.py
index f04b0e04c3..6641911243 100644
--- a/api/controllers/console/datasets/rag_pipeline/rag_pipeline.py
+++ b/api/controllers/console/datasets/rag_pipeline/rag_pipeline.py
@@ -4,7 +4,7 @@ from flask import request
 from flask_restx import Resource, reqparse
 from sqlalchemy.orm import Session
 
-from controllers.console import api
+from controllers.console import console_ns
 from controllers.console.wraps import (
     account_initialization_required,
     enterprise_license_required,
@@ -32,6 +32,7 @@ def _validate_description_length(description):
     return description
 
 
+@console_ns.route("/rag/pipeline/templates")
 class PipelineTemplateListApi(Resource):
     @setup_required
     @login_required
@@ -45,6 +46,7 @@ class PipelineTemplateListApi(Resource):
         return pipeline_templates, 200
 
 
+@console_ns.route("/rag/pipeline/templates/<string:template_id>")
 class PipelineTemplateDetailApi(Resource):
     @setup_required
     @login_required
@@ -57,6 +59,7 @@ class PipelineTemplateDetailApi(Resource):
         return pipeline_template, 200
 
 
+@console_ns.route("/rag/pipeline/customized/templates/<string:template_id>")
 class CustomizedPipelineTemplateApi(Resource):
     @setup_required
     @login_required
@@ -112,6 +115,7 @@ class CustomizedPipelineTemplateApi(Resource):
         return {"data": template.yaml_content}, 200
 
 
+@console_ns.route("/rag/pipelines/<string:pipeline_id>/customized/publish")
 class PublishCustomizedPipelineTemplateApi(Resource):
     @setup_required
     @login_required
@@ -144,21 +148,3 @@ class PublishCustomizedPipelineTemplateApi(Resource):
         rag_pipeline_service = RagPipelineService()
         rag_pipeline_service.publish_customized_pipeline_template(pipeline_id, args)
         return {"result": "success"}
-
-
-api.add_resource(
-    PipelineTemplateListApi,
-    "/rag/pipeline/templates",
-)
-api.add_resource(
-    PipelineTemplateDetailApi,
-    "/rag/pipeline/templates/<string:template_id>",
-)
-api.add_resource(
-    CustomizedPipelineTemplateApi,
-    "/rag/pipeline/customized/templates/<string:template_id>",
-)
-api.add_resource(
-    PublishCustomizedPipelineTemplateApi,
-    "/rag/pipelines/<string:pipeline_id>/customized/publish",
-)
diff --git a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_datasets.py b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_datasets.py
index 34faa4ec85..c741bfbf82 100644
--- a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_datasets.py
+++ b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_datasets.py
@@ -4,7 +4,7 @@ from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden
 
 import services
-from controllers.console import api
+from controllers.console import console_ns
 from controllers.console.datasets.error import DatasetNameDuplicateError
 from controllers.console.wraps import (
     account_initialization_required,
@@ -32,6 +32,7 @@ def _validate_description_length(description):
     return description
 
 
+@console_ns.route("/rag/pipeline/dataset")
 class CreateRagPipelineDatasetApi(Resource):
     @setup_required
     @login_required
@@ -84,6 +85,7 @@ class CreateRagPipelineDatasetApi(Resource):
         return import_info, 201
 
 
+@console_ns.route("/rag/pipeline/empty-dataset")
 class CreateEmptyRagPipelineDatasetApi(Resource):
     @setup_required
     @login_required
@@ -108,7 +110,3 @@ class CreateEmptyRagPipelineDatasetApi(Resource):
             ),
         )
         return marshal(dataset, dataset_detail_fields), 201
-
-
-api.add_resource(CreateRagPipelineDatasetApi, "/rag/pipeline/dataset")
-api.add_resource(CreateEmptyRagPipelineDatasetApi, "/rag/pipeline/empty-dataset")
diff --git a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_draft_variable.py b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_draft_variable.py
index db07e7729a..38f75402a8 100644
--- a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_draft_variable.py
+++ b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_draft_variable.py
@@ -6,7 +6,7 @@ from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqpars
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden
 
-from controllers.console import api
+from controllers.console import console_ns
 from controllers.console.app.error import (
     DraftWorkflowNotExist,
 )
@@ -111,6 +111,7 @@ def _api_prerequisite(f):
     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)
@@ -168,6 +169,7 @@ def validate_node_id(node_id: str) -> NoReturn | None:
     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)
@@ -190,6 +192,7 @@ class RagPipelineNodeVariableCollectionApi(Resource):
         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"
@@ -284,6 +287,7 @@ class RagPipelineVariableApi(Resource):
         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):
@@ -325,6 +329,7 @@ def _get_variable_list(pipeline: Pipeline, node_id) -> WorkflowDraftVariableList
     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)
@@ -332,6 +337,7 @@ class RagPipelineSystemVariableCollectionApi(Resource):
         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):
@@ -364,26 +370,3 @@ class RagPipelineEnvironmentVariableCollectionApi(Resource):
             )
 
         return {"items": env_vars_list}
-
-
-api.add_resource(
-    RagPipelineVariableCollectionApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables",
-)
-api.add_resource(
-    RagPipelineNodeVariableCollectionApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/nodes/<string:node_id>/variables",
-)
-api.add_resource(
-    RagPipelineVariableApi, "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables/<uuid:variable_id>"
-)
-api.add_resource(
-    RagPipelineVariableResetApi, "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables/<uuid:variable_id>/reset"
-)
-api.add_resource(
-    RagPipelineSystemVariableCollectionApi, "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/system-variables"
-)
-api.add_resource(
-    RagPipelineEnvironmentVariableCollectionApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/environment-variables",
-)
diff --git a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_import.py b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_import.py
index a447f2848a..e0b918456b 100644
--- a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_import.py
+++ b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_import.py
@@ -5,7 +5,7 @@ from flask_restx import Resource, marshal_with, reqparse  # type: ignore
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden
 
-from controllers.console import api
+from controllers.console import console_ns
 from controllers.console.datasets.wraps import get_rag_pipeline
 from controllers.console.wraps import (
     account_initialization_required,
@@ -20,6 +20,7 @@ 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
@@ -66,6 +67,7 @@ class RagPipelineImportApi(Resource):
         return result.model_dump(mode="json"), 200
 
 
+@console_ns.route("/rag/pipelines/imports/<string:import_id>/confirm")
 class RagPipelineImportConfirmApi(Resource):
     @setup_required
     @login_required
@@ -90,6 +92,7 @@ class RagPipelineImportConfirmApi(Resource):
         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
@@ -107,6 +110,7 @@ class RagPipelineImportCheckDependenciesApi(Resource):
         return result.model_dump(mode="json"), 200
 
 
+@console_ns.route("/rag/pipelines/<string:pipeline_id>/exports")
 class RagPipelineExportApi(Resource):
     @setup_required
     @login_required
@@ -128,22 +132,3 @@ class RagPipelineExportApi(Resource):
             )
 
         return {"data": result}, 200
-
-
-# Import Rag Pipeline
-api.add_resource(
-    RagPipelineImportApi,
-    "/rag/pipelines/imports",
-)
-api.add_resource(
-    RagPipelineImportConfirmApi,
-    "/rag/pipelines/imports/<string:import_id>/confirm",
-)
-api.add_resource(
-    RagPipelineImportCheckDependenciesApi,
-    "/rag/pipelines/imports/<string:pipeline_id>/check-dependencies",
-)
-api.add_resource(
-    RagPipelineExportApi,
-    "/rag/pipelines/<string:pipeline_id>/exports",
-)
diff --git a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py
index d00be3a573..a75c121fbe 100644
--- a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py
+++ b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py
@@ -9,8 +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
+from controllers.console import console_ns
 from controllers.console.app.error import (
     ConversationCompletedError,
     DraftWorkflowNotExist,
@@ -51,6 +50,7 @@ from services.rag_pipeline.rag_pipeline_transform_service import RagPipelineTran
 logger = logging.getLogger(__name__)
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft")
 class DraftRagPipelineApi(Resource):
     @setup_required
     @login_required
@@ -148,6 +148,7 @@ class DraftRagPipelineApi(Resource):
         }
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/iteration/nodes/<string:node_id>/run")
 class RagPipelineDraftRunIterationNodeApi(Resource):
     @setup_required
     @login_required
@@ -182,6 +183,7 @@ class RagPipelineDraftRunIterationNodeApi(Resource):
             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
@@ -216,6 +218,7 @@ class RagPipelineDraftRunLoopNodeApi(Resource):
             raise InternalServerError()
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/run")
 class DraftRagPipelineRunApi(Resource):
     @setup_required
     @login_required
@@ -250,6 +253,7 @@ class DraftRagPipelineRunApi(Resource):
             raise InvokeRateLimitHttpError(ex.description)
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/run")
 class PublishedRagPipelineRunApi(Resource):
     @setup_required
     @login_required
@@ -370,6 +374,7 @@ class PublishedRagPipelineRunApi(Resource):
 #
 #         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
@@ -412,6 +417,7 @@ class RagPipelinePublishedDatasourceNodeRunApi(Resource):
         )
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/datasource/nodes/<string:node_id>/run")
 class RagPipelineDraftDatasourceNodeRunApi(Resource):
     @setup_required
     @login_required
@@ -454,6 +460,7 @@ class RagPipelineDraftDatasourceNodeRunApi(Resource):
         )
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/nodes/<string:node_id>/run")
 class RagPipelineDraftNodeRunApi(Resource):
     @setup_required
     @login_required
@@ -487,6 +494,7 @@ class RagPipelineDraftNodeRunApi(Resource):
         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
@@ -505,6 +513,7 @@ class RagPipelineTaskStopApi(Resource):
         return {"result": "success"}
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/publish")
 class PublishedRagPipelineApi(Resource):
     @setup_required
     @login_required
@@ -560,6 +569,7 @@ class PublishedRagPipelineApi(Resource):
         }
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/default-workflow-block-configs")
 class DefaultRagPipelineBlockConfigsApi(Resource):
     @setup_required
     @login_required
@@ -578,6 +588,7 @@ class DefaultRagPipelineBlockConfigsApi(Resource):
         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
@@ -609,18 +620,7 @@ class DefaultRagPipelineBlockConfigApi(Resource):
         return rag_pipeline_service.get_default_block_config(node_type=block_type, filters=filters)
 
 
-class RagPipelineConfigApi(Resource):
-    """Resource for rag pipeline configuration."""
-
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def get(self, pipeline_id):
-        return {
-            "parallel_depth_limit": dify_config.WORKFLOW_PARALLEL_DEPTH_LIMIT,
-        }
-
-
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows")
 class PublishedAllRagPipelineApi(Resource):
     @setup_required
     @login_required
@@ -669,6 +669,7 @@ class PublishedAllRagPipelineApi(Resource):
             }
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/<string:workflow_id>")
 class RagPipelineByIdApi(Resource):
     @setup_required
     @login_required
@@ -726,6 +727,7 @@ class RagPipelineByIdApi(Resource):
         return workflow
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/processing/parameters")
 class PublishedRagPipelineSecondStepApi(Resource):
     @setup_required
     @login_required
@@ -751,6 +753,7 @@ class PublishedRagPipelineSecondStepApi(Resource):
         }
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/pre-processing/parameters")
 class PublishedRagPipelineFirstStepApi(Resource):
     @setup_required
     @login_required
@@ -776,6 +779,7 @@ class PublishedRagPipelineFirstStepApi(Resource):
         }
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/pre-processing/parameters")
 class DraftRagPipelineFirstStepApi(Resource):
     @setup_required
     @login_required
@@ -801,6 +805,7 @@ class DraftRagPipelineFirstStepApi(Resource):
         }
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/processing/parameters")
 class DraftRagPipelineSecondStepApi(Resource):
     @setup_required
     @login_required
@@ -827,6 +832,7 @@ class DraftRagPipelineSecondStepApi(Resource):
         }
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflow-runs")
 class RagPipelineWorkflowRunListApi(Resource):
     @setup_required
     @login_required
@@ -848,6 +854,7 @@ class RagPipelineWorkflowRunListApi(Resource):
         return result
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflow-runs/<uuid:run_id>")
 class RagPipelineWorkflowRunDetailApi(Resource):
     @setup_required
     @login_required
@@ -866,6 +873,7 @@ class RagPipelineWorkflowRunDetailApi(Resource):
         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
@@ -889,6 +897,7 @@ class RagPipelineWorkflowRunNodeExecutionListApi(Resource):
         return {"data": node_executions}
 
 
+@console_ns.route("/rag/pipelines/datasource-plugins")
 class DatasourceListApi(Resource):
     @setup_required
     @login_required
@@ -904,6 +913,7 @@ class DatasourceListApi(Resource):
         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
@@ -925,6 +935,7 @@ class RagPipelineWorkflowLastRunApi(Resource):
         return node_exec
 
 
+@console_ns.route("/rag/pipelines/transform/datasets/<uuid:dataset_id>")
 class RagPipelineTransformApi(Resource):
     @setup_required
     @login_required
@@ -942,6 +953,7 @@ class RagPipelineTransformApi(Resource):
         return result
 
 
+@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/draft/datasource/variables-inspect")
 class RagPipelineDatasourceVariableApi(Resource):
     @setup_required
     @login_required
@@ -971,6 +983,7 @@ class RagPipelineDatasourceVariableApi(Resource):
         return workflow_node_execution
 
 
+@console_ns.route("/rag/pipelines/recommended-plugins")
 class RagPipelineRecommendedPluginApi(Resource):
     @setup_required
     @login_required
@@ -979,118 +992,3 @@ class RagPipelineRecommendedPluginApi(Resource):
         rag_pipeline_service = RagPipelineService()
         recommended_plugins = rag_pipeline_service.get_recommended_plugins()
         return recommended_plugins
-
-
-api.add_resource(
-    DraftRagPipelineApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft",
-)
-api.add_resource(
-    RagPipelineConfigApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/config",
-)
-api.add_resource(
-    DraftRagPipelineRunApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/run",
-)
-api.add_resource(
-    PublishedRagPipelineRunApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/published/run",
-)
-api.add_resource(
-    RagPipelineTaskStopApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflow-runs/tasks/<string:task_id>/stop",
-)
-api.add_resource(
-    RagPipelineDraftNodeRunApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/nodes/<string:node_id>/run",
-)
-api.add_resource(
-    RagPipelinePublishedDatasourceNodeRunApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/run",
-)
-
-api.add_resource(
-    RagPipelineDraftDatasourceNodeRunApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/datasource/nodes/<string:node_id>/run",
-)
-
-api.add_resource(
-    RagPipelineDraftRunIterationNodeApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/iteration/nodes/<string:node_id>/run",
-)
-
-api.add_resource(
-    RagPipelineDraftRunLoopNodeApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/loop/nodes/<string:node_id>/run",
-)
-
-api.add_resource(
-    PublishedRagPipelineApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/publish",
-)
-api.add_resource(
-    PublishedAllRagPipelineApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows",
-)
-api.add_resource(
-    DefaultRagPipelineBlockConfigsApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/default-workflow-block-configs",
-)
-api.add_resource(
-    DefaultRagPipelineBlockConfigApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/default-workflow-block-configs/<string:block_type>",
-)
-api.add_resource(
-    RagPipelineByIdApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/<string:workflow_id>",
-)
-api.add_resource(
-    RagPipelineWorkflowRunListApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflow-runs",
-)
-api.add_resource(
-    RagPipelineWorkflowRunDetailApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflow-runs/<uuid:run_id>",
-)
-api.add_resource(
-    RagPipelineWorkflowRunNodeExecutionListApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflow-runs/<uuid:run_id>/node-executions",
-)
-api.add_resource(
-    DatasourceListApi,
-    "/rag/pipelines/datasource-plugins",
-)
-api.add_resource(
-    PublishedRagPipelineSecondStepApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/published/processing/parameters",
-)
-api.add_resource(
-    PublishedRagPipelineFirstStepApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/published/pre-processing/parameters",
-)
-api.add_resource(
-    DraftRagPipelineSecondStepApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/processing/parameters",
-)
-api.add_resource(
-    DraftRagPipelineFirstStepApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/pre-processing/parameters",
-)
-api.add_resource(
-    RagPipelineWorkflowLastRunApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/nodes/<string:node_id>/last-run",
-)
-api.add_resource(
-    RagPipelineTransformApi,
-    "/rag/pipelines/transform/datasets/<uuid:dataset_id>",
-)
-api.add_resource(
-    RagPipelineDatasourceVariableApi,
-    "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/datasource/variables-inspect",
-)
-
-api.add_resource(
-    RagPipelineRecommendedPluginApi,
-    "/rag/pipelines/recommended-plugins",
-)
diff --git a/api/controllers/console/explore/audio.py b/api/controllers/console/explore/audio.py
index dc275fe18a..7c20fb49d8 100644
--- a/api/controllers/console/explore/audio.py
+++ b/api/controllers/console/explore/audio.py
@@ -26,9 +26,15 @@ 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
@@ -65,6 +71,10 @@ 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
diff --git a/api/controllers/console/explore/completion.py b/api/controllers/console/explore/completion.py
index a99708b7cd..1102b815eb 100644
--- a/api/controllers/console/explore/completion.py
+++ b/api/controllers/console/explore/completion.py
@@ -33,10 +33,16 @@ 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
@@ -87,6 +93,10 @@ 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
@@ -100,6 +110,10 @@ 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
@@ -153,6 +167,10 @@ 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
diff --git a/api/controllers/console/explore/conversation.py b/api/controllers/console/explore/conversation.py
index 1aef9c544d..feabea2524 100644
--- a/api/controllers/console/explore/conversation.py
+++ b/api/controllers/console/explore/conversation.py
@@ -16,7 +16,13 @@ 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):
@@ -52,6 +58,10 @@ 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
@@ -70,6 +80,10 @@ 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):
@@ -95,6 +109,10 @@ 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
@@ -114,6 +132,10 @@ 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
diff --git a/api/controllers/console/explore/message.py b/api/controllers/console/explore/message.py
index c46c1c1f4f..b045e47846 100644
--- a/api/controllers/console/explore/message.py
+++ b/api/controllers/console/explore/message.py
@@ -36,9 +36,15 @@ 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):
@@ -66,6 +72,10 @@ 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
@@ -93,6 +103,10 @@ 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
@@ -139,6 +153,10 @@ 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
diff --git a/api/controllers/console/explore/workflow.py b/api/controllers/console/explore/workflow.py
index 61e0f1b36a..e32f2814eb 100644
--- a/api/controllers/console/explore/workflow.py
+++ b/api/controllers/console/explore/workflow.py
@@ -27,9 +27,12 @@ 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):
         """
@@ -70,6 +73,7 @@ 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):
         """
diff --git a/api/controllers/console/files.py b/api/controllers/console/files.py
index 105f802878..34f186e2f0 100644
--- a/api/controllers/console/files.py
+++ b/api/controllers/console/files.py
@@ -26,9 +26,12 @@ 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
@@ -88,6 +91,7 @@ class FileApi(Resource):
         return upload_file, 201
 
 
+@console_ns.route("/files/<uuid:file_id>/preview")
 class FilePreviewApi(Resource):
     @setup_required
     @login_required
@@ -98,6 +102,7 @@ class FilePreviewApi(Resource):
         return {"content": text}
 
 
+@console_ns.route("/files/support-type")
 class FileSupportTypeApi(Resource):
     @setup_required
     @login_required
diff --git a/api/controllers/console/remote_files.py b/api/controllers/console/remote_files.py
index dd4f34b9bd..7aaf807fb0 100644
--- a/api/controllers/console/remote_files.py
+++ b/api/controllers/console/remote_files.py
@@ -19,7 +19,10 @@ from fields.file_fields import file_fields_with_signed_url, remote_file_info_fie
 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):
@@ -35,6 +38,7 @@ class RemoteFileInfoApi(Resource):
         }
 
 
+@console_ns.route("/remote-files/upload")
 class RemoteFileUploadApi(Resource):
     @marshal_with(file_fields_with_signed_url)
     def post(self):
diff --git a/api/controllers/console/spec.py b/api/controllers/console/spec.py
index ca54715fe0..1795e2d172 100644
--- a/api/controllers/console/spec.py
+++ b/api/controllers/console/spec.py
@@ -2,7 +2,6 @@ import logging
 
 from flask_restx import Resource
 
-from controllers.console import api
 from controllers.console.wraps import (
     account_initialization_required,
     setup_required,
@@ -10,9 +9,12 @@ from controllers.console.wraps import (
 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
@@ -30,6 +32,3 @@ class SpecSchemaDefinitionsApi(Resource):
             logger.exception("Failed to get schema definitions from local registry")
             # Return empty array as fallback
             return [], 200
-
-
-api.add_resource(SpecSchemaDefinitionsApi, "/spec/schema-definitions")
diff --git a/api/controllers/inner_api/plugin/wraps.py b/api/controllers/inner_api/plugin/wraps.py
index 04102c49f3..b683aa3160 100644
--- a/api/controllers/inner_api/plugin/wraps.py
+++ b/api/controllers/inner_api/plugin/wraps.py
@@ -24,20 +24,14 @@ def get_user(tenant_id: str, user_id: str | None) -> EndUser:
     NOTE: user_id is not trusted, it could be maliciously set to any value.
     As a result, it could only be considered as an end user id.
     """
+    if not user_id:
+        user_id = DefaultEndUserSessionID.DEFAULT_SESSION_ID.value
+    is_anonymous = user_id == DefaultEndUserSessionID.DEFAULT_SESSION_ID.value
     try:
         with Session(db.engine) as session:
-            if not user_id:
-                user_id = DefaultEndUserSessionID.DEFAULT_SESSION_ID.value
+            user_model = None
 
-            user_model = (
-                session.query(EndUser)
-                .where(
-                    EndUser.id == user_id,
-                    EndUser.tenant_id == tenant_id,
-                )
-                .first()
-            )
-            if not user_model:
+            if is_anonymous:
                 user_model = (
                     session.query(EndUser)
                     .where(
@@ -46,11 +40,21 @@ def get_user(tenant_id: str, user_id: str | None) -> EndUser:
                     )
                     .first()
                 )
+            else:
+                user_model = (
+                    session.query(EndUser)
+                    .where(
+                        EndUser.id == user_id,
+                        EndUser.tenant_id == tenant_id,
+                    )
+                    .first()
+                )
+
             if not user_model:
                 user_model = EndUser(
                     tenant_id=tenant_id,
                     type="service_api",
-                    is_anonymous=user_id == DefaultEndUserSessionID.DEFAULT_SESSION_ID.value,
+                    is_anonymous=is_anonymous,
                     session_id=user_id,
                 )
                 session.add(user_model)
diff --git a/api/core/app/apps/advanced_chat/generate_task_pipeline.py b/api/core/app/apps/advanced_chat/generate_task_pipeline.py
index 71588870fa..e021b0aca7 100644
--- a/api/core/app/apps/advanced_chat/generate_task_pipeline.py
+++ b/api/core/app/apps/advanced_chat/generate_task_pipeline.py
@@ -551,7 +551,7 @@ class AdvancedChatAppGenerateTaskPipeline:
                 total_steps=validated_state.node_run_steps,
                 outputs=event.outputs,
                 exceptions_count=event.exceptions_count,
-                conversation_id=None,
+                conversation_id=self._conversation_id,
                 trace_manager=trace_manager,
                 external_trace_id=self._application_generate_entity.extras.get("external_trace_id"),
             )
diff --git a/api/core/llm_generator/llm_generator.py b/api/core/llm_generator/llm_generator.py
index e07d0ec14e..e64ac25ab1 100644
--- a/api/core/llm_generator/llm_generator.py
+++ b/api/core/llm_generator/llm_generator.py
@@ -28,7 +28,6 @@ from core.ops.ops_trace_manager import TraceQueueManager, TraceTask
 from core.ops.utils import measure_time
 from core.prompt.utils.prompt_template_parser import PromptTemplateParser
 from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionMetadataKey
-from core.workflow.node_events import AgentLogEvent
 from extensions.ext_database import db
 from extensions.ext_storage import storage
 from models import App, Message, WorkflowNodeExecutionModel
@@ -462,19 +461,18 @@ class LLMGenerator:
             )
 
         def agent_log_of(node_execution: WorkflowNodeExecutionModel) -> Sequence:
-            raw_agent_log = node_execution.execution_metadata_dict.get(WorkflowNodeExecutionMetadataKey.AGENT_LOG)
+            raw_agent_log = node_execution.execution_metadata_dict.get(WorkflowNodeExecutionMetadataKey.AGENT_LOG, [])
             if not raw_agent_log:
                 return []
-            parsed: Sequence[AgentLogEvent] = json.loads(raw_agent_log)
 
-            def dict_of_event(event: AgentLogEvent):
-                return {
-                    "status": event.status,
-                    "error": event.error,
-                    "data": event.data,
+            return [
+                {
+                    "status": event["status"],
+                    "error": event["error"],
+                    "data": event["data"],
                 }
-
-            return [dict_of_event(event) for event in parsed]
+                for event in raw_agent_log
+            ]
 
         inputs = last_run.load_full_inputs(session, storage)
         last_run_dict = {
diff --git a/api/core/ops/aliyun_trace/aliyun_trace.py b/api/core/ops/aliyun_trace/aliyun_trace.py
index 7e817a6bff..a7d8576d8d 100644
--- a/api/core/ops/aliyun_trace/aliyun_trace.py
+++ b/api/core/ops/aliyun_trace/aliyun_trace.py
@@ -1,38 +1,28 @@
-import json
 import logging
 from collections.abc import Sequence
-from urllib.parse import urljoin
 
-from opentelemetry.trace import Link, Status, StatusCode
-from sqlalchemy import select
-from sqlalchemy.orm import Session, sessionmaker
+from sqlalchemy.orm import sessionmaker
 
 from core.ops.aliyun_trace.data_exporter.traceclient import (
     TraceClient,
+    build_endpoint,
     convert_datetime_to_nanoseconds,
     convert_to_span_id,
     convert_to_trace_id,
-    create_link,
     generate_span_id,
 )
-from core.ops.aliyun_trace.entities.aliyun_trace_entity import SpanData
+from core.ops.aliyun_trace.entities.aliyun_trace_entity import SpanData, TraceMetadata
 from core.ops.aliyun_trace.entities.semconv import (
     GEN_AI_COMPLETION,
-    GEN_AI_FRAMEWORK,
-    GEN_AI_MODEL_NAME,
+    GEN_AI_INPUT_MESSAGE,
+    GEN_AI_OUTPUT_MESSAGE,
     GEN_AI_PROMPT,
-    GEN_AI_PROMPT_TEMPLATE_TEMPLATE,
-    GEN_AI_PROMPT_TEMPLATE_VARIABLE,
+    GEN_AI_PROVIDER_NAME,
+    GEN_AI_REQUEST_MODEL,
     GEN_AI_RESPONSE_FINISH_REASON,
-    GEN_AI_SESSION_ID,
-    GEN_AI_SPAN_KIND,
-    GEN_AI_SYSTEM,
     GEN_AI_USAGE_INPUT_TOKENS,
     GEN_AI_USAGE_OUTPUT_TOKENS,
     GEN_AI_USAGE_TOTAL_TOKENS,
-    GEN_AI_USER_ID,
-    INPUT_VALUE,
-    OUTPUT_VALUE,
     RETRIEVAL_DOCUMENT,
     RETRIEVAL_QUERY,
     TOOL_DESCRIPTION,
@@ -40,6 +30,18 @@ from core.ops.aliyun_trace.entities.semconv import (
     TOOL_PARAMETERS,
     GenAISpanKind,
 )
+from core.ops.aliyun_trace.utils import (
+    create_common_span_attributes,
+    create_links_from_trace_id,
+    create_status_from_error,
+    extract_retrieval_documents,
+    format_input_messages,
+    format_output_messages,
+    format_retrieval_documents,
+    get_user_id_from_message_data,
+    get_workflow_node_status,
+    serialize_json_data,
+)
 from core.ops.base_trace_instance import BaseTraceInstance
 from core.ops.entities.config_entity import AliyunConfig
 from core.ops.entities.trace_entity import (
@@ -52,12 +54,11 @@ from core.ops.entities.trace_entity import (
     ToolTraceInfo,
     WorkflowTraceInfo,
 )
-from core.rag.models.document import Document
 from core.repositories import SQLAlchemyWorkflowNodeExecutionRepository
 from core.workflow.entities import WorkflowNodeExecution
-from core.workflow.enums import NodeType, WorkflowNodeExecutionMetadataKey, WorkflowNodeExecutionStatus
+from core.workflow.enums import NodeType, WorkflowNodeExecutionMetadataKey
 from extensions.ext_database import db
-from models import Account, App, EndUser, TenantAccountJoin, WorkflowNodeExecutionTriggeredFrom
+from models import WorkflowNodeExecutionTriggeredFrom
 
 logger = logging.getLogger(__name__)
 
@@ -68,8 +69,7 @@ class AliyunDataTrace(BaseTraceInstance):
         aliyun_config: AliyunConfig,
     ):
         super().__init__(aliyun_config)
-        base_url = aliyun_config.endpoint.rstrip("/")
-        endpoint = urljoin(base_url, f"adapt_{aliyun_config.license_key}/api/otlp/traces")
+        endpoint = build_endpoint(aliyun_config.endpoint, aliyun_config.license_key)
         self.trace_client = TraceClient(service_name=aliyun_config.app_name, endpoint=endpoint)
 
     def trace(self, trace_info: BaseTraceInfo):
@@ -95,423 +95,425 @@ class AliyunDataTrace(BaseTraceInstance):
         try:
             return self.trace_client.get_project_url()
         except Exception as e:
-            logger.info("Aliyun get run url failed: %s", str(e), exc_info=True)
-            raise ValueError(f"Aliyun get run url failed: {str(e)}")
+            logger.info("Aliyun get project url failed: %s", str(e), exc_info=True)
+            raise ValueError(f"Aliyun get project url failed: {str(e)}")
 
     def workflow_trace(self, trace_info: WorkflowTraceInfo):
-        trace_id = convert_to_trace_id(trace_info.workflow_run_id)
-        links = []
-        if trace_info.trace_id:
-            links.append(create_link(trace_id_str=trace_info.trace_id))
-        workflow_span_id = convert_to_span_id(trace_info.workflow_run_id, "workflow")
-        self.add_workflow_span(trace_id, workflow_span_id, trace_info, links)
+        trace_metadata = TraceMetadata(
+            trace_id=convert_to_trace_id(trace_info.workflow_run_id),
+            workflow_span_id=convert_to_span_id(trace_info.workflow_run_id, "workflow"),
+            session_id=trace_info.metadata.get("conversation_id") or "",
+            user_id=str(trace_info.metadata.get("user_id") or ""),
+            links=create_links_from_trace_id(trace_info.trace_id),
+        )
+
+        self.add_workflow_span(trace_info, trace_metadata)
 
         workflow_node_executions = self.get_workflow_node_executions(trace_info)
         for node_execution in workflow_node_executions:
-            node_span = self.build_workflow_node_span(node_execution, trace_id, trace_info, workflow_span_id)
+            node_span = self.build_workflow_node_span(node_execution, trace_info, trace_metadata)
             self.trace_client.add_span(node_span)
 
     def message_trace(self, trace_info: MessageTraceInfo):
         message_data = trace_info.message_data
         if message_data is None:
             return
+
         message_id = trace_info.message_id
+        user_id = get_user_id_from_message_data(message_data)
+        status = create_status_from_error(trace_info.error)
 
-        user_id = message_data.from_account_id
-        if message_data.from_end_user_id:
-            end_user_data: EndUser | None = (
-                db.session.query(EndUser).where(EndUser.id == message_data.from_end_user_id).first()
-            )
-            if end_user_data is not None:
-                user_id = end_user_data.session_id
+        trace_metadata = TraceMetadata(
+            trace_id=convert_to_trace_id(message_id),
+            workflow_span_id=0,
+            session_id=trace_info.metadata.get("conversation_id") or "",
+            user_id=user_id,
+            links=create_links_from_trace_id(trace_info.trace_id),
+        )
 
-        status: Status = Status(StatusCode.OK)
-        if trace_info.error:
-            status = Status(StatusCode.ERROR, trace_info.error)
-
-        trace_id = convert_to_trace_id(message_id)
-        links = []
-        if trace_info.trace_id:
-            links.append(create_link(trace_id_str=trace_info.trace_id))
+        inputs_json = serialize_json_data(trace_info.inputs)
+        outputs_str = str(trace_info.outputs)
 
         message_span_id = convert_to_span_id(message_id, "message")
         message_span = SpanData(
-            trace_id=trace_id,
+            trace_id=trace_metadata.trace_id,
             parent_span_id=None,
             span_id=message_span_id,
             name="message",
             start_time=convert_datetime_to_nanoseconds(trace_info.start_time),
             end_time=convert_datetime_to_nanoseconds(trace_info.end_time),
-            attributes={
-                GEN_AI_SESSION_ID: trace_info.metadata.get("conversation_id") or "",
-                GEN_AI_USER_ID: str(user_id),
-                GEN_AI_SPAN_KIND: GenAISpanKind.CHAIN.value,
-                GEN_AI_FRAMEWORK: "dify",
-                INPUT_VALUE: json.dumps(trace_info.inputs, ensure_ascii=False),
-                OUTPUT_VALUE: str(trace_info.outputs),
-            },
+            attributes=create_common_span_attributes(
+                session_id=trace_metadata.session_id,
+                user_id=trace_metadata.user_id,
+                span_kind=GenAISpanKind.CHAIN,
+                inputs=inputs_json,
+                outputs=outputs_str,
+            ),
             status=status,
-            links=links,
+            links=trace_metadata.links,
         )
         self.trace_client.add_span(message_span)
 
-        app_model_config = getattr(trace_info.message_data, "app_model_config", {})
-        pre_prompt = getattr(app_model_config, "pre_prompt", "")
-        inputs_data = getattr(trace_info.message_data, "inputs", {})
         llm_span = SpanData(
-            trace_id=trace_id,
+            trace_id=trace_metadata.trace_id,
             parent_span_id=message_span_id,
             span_id=convert_to_span_id(message_id, "llm"),
             name="llm",
             start_time=convert_datetime_to_nanoseconds(trace_info.start_time),
             end_time=convert_datetime_to_nanoseconds(trace_info.end_time),
             attributes={
-                GEN_AI_SESSION_ID: trace_info.metadata.get("conversation_id") or "",
-                GEN_AI_USER_ID: str(user_id),
-                GEN_AI_SPAN_KIND: GenAISpanKind.LLM.value,
-                GEN_AI_FRAMEWORK: "dify",
-                GEN_AI_MODEL_NAME: trace_info.metadata.get("ls_model_name") or "",
-                GEN_AI_SYSTEM: trace_info.metadata.get("ls_provider") or "",
+                **create_common_span_attributes(
+                    session_id=trace_metadata.session_id,
+                    user_id=trace_metadata.user_id,
+                    span_kind=GenAISpanKind.LLM,
+                    inputs=inputs_json,
+                    outputs=outputs_str,
+                ),
+                GEN_AI_REQUEST_MODEL: trace_info.metadata.get("ls_model_name") or "",
+                GEN_AI_PROVIDER_NAME: trace_info.metadata.get("ls_provider") or "",
                 GEN_AI_USAGE_INPUT_TOKENS: str(trace_info.message_tokens),
                 GEN_AI_USAGE_OUTPUT_TOKENS: str(trace_info.answer_tokens),
                 GEN_AI_USAGE_TOTAL_TOKENS: str(trace_info.total_tokens),
-                GEN_AI_PROMPT_TEMPLATE_VARIABLE: json.dumps(inputs_data, ensure_ascii=False),
-                GEN_AI_PROMPT_TEMPLATE_TEMPLATE: pre_prompt,
-                GEN_AI_PROMPT: json.dumps(trace_info.inputs, ensure_ascii=False),
-                GEN_AI_COMPLETION: str(trace_info.outputs),
-                INPUT_VALUE: json.dumps(trace_info.inputs, ensure_ascii=False),
-                OUTPUT_VALUE: str(trace_info.outputs),
+                GEN_AI_PROMPT: inputs_json,
+                GEN_AI_COMPLETION: outputs_str,
             },
             status=status,
+            links=trace_metadata.links,
         )
         self.trace_client.add_span(llm_span)
 
     def dataset_retrieval_trace(self, trace_info: DatasetRetrievalTraceInfo):
         if trace_info.message_data is None:
             return
+
         message_id = trace_info.message_id
 
-        trace_id = convert_to_trace_id(message_id)
-        links = []
-        if trace_info.trace_id:
-            links.append(create_link(trace_id_str=trace_info.trace_id))
+        trace_metadata = TraceMetadata(
+            trace_id=convert_to_trace_id(message_id),
+            workflow_span_id=0,
+            session_id=trace_info.metadata.get("conversation_id") or "",
+            user_id=str(trace_info.metadata.get("user_id") or ""),
+            links=create_links_from_trace_id(trace_info.trace_id),
+        )
 
         documents_data = extract_retrieval_documents(trace_info.documents)
+        documents_json = serialize_json_data(documents_data)
+        inputs_str = str(trace_info.inputs)
+
         dataset_retrieval_span = SpanData(
-            trace_id=trace_id,
+            trace_id=trace_metadata.trace_id,
             parent_span_id=convert_to_span_id(message_id, "message"),
             span_id=generate_span_id(),
             name="dataset_retrieval",
             start_time=convert_datetime_to_nanoseconds(trace_info.start_time),
             end_time=convert_datetime_to_nanoseconds(trace_info.end_time),
             attributes={
-                GEN_AI_SPAN_KIND: GenAISpanKind.RETRIEVER.value,
-                GEN_AI_FRAMEWORK: "dify",
-                RETRIEVAL_QUERY: str(trace_info.inputs),
-                RETRIEVAL_DOCUMENT: json.dumps(documents_data, ensure_ascii=False),
-                INPUT_VALUE: str(trace_info.inputs),
-                OUTPUT_VALUE: json.dumps(documents_data, ensure_ascii=False),
+                **create_common_span_attributes(
+                    session_id=trace_metadata.session_id,
+                    user_id=trace_metadata.user_id,
+                    span_kind=GenAISpanKind.RETRIEVER,
+                    inputs=inputs_str,
+                    outputs=documents_json,
+                ),
+                RETRIEVAL_QUERY: inputs_str,
+                RETRIEVAL_DOCUMENT: documents_json,
             },
-            links=links,
+            links=trace_metadata.links,
         )
         self.trace_client.add_span(dataset_retrieval_span)
 
     def tool_trace(self, trace_info: ToolTraceInfo):
         if trace_info.message_data is None:
             return
+
         message_id = trace_info.message_id
+        status = create_status_from_error(trace_info.error)
 
-        status: Status = Status(StatusCode.OK)
-        if trace_info.error:
-            status = Status(StatusCode.ERROR, trace_info.error)
+        trace_metadata = TraceMetadata(
+            trace_id=convert_to_trace_id(message_id),
+            workflow_span_id=0,
+            session_id=trace_info.metadata.get("conversation_id") or "",
+            user_id=str(trace_info.metadata.get("user_id") or ""),
+            links=create_links_from_trace_id(trace_info.trace_id),
+        )
 
-        trace_id = convert_to_trace_id(message_id)
-        links = []
-        if trace_info.trace_id:
-            links.append(create_link(trace_id_str=trace_info.trace_id))
+        tool_config_json = serialize_json_data(trace_info.tool_config)
+        tool_inputs_json = serialize_json_data(trace_info.tool_inputs)
+        inputs_json = serialize_json_data(trace_info.inputs)
 
         tool_span = SpanData(
-            trace_id=trace_id,
+            trace_id=trace_metadata.trace_id,
             parent_span_id=convert_to_span_id(message_id, "message"),
             span_id=generate_span_id(),
             name=trace_info.tool_name,
             start_time=convert_datetime_to_nanoseconds(trace_info.start_time),
             end_time=convert_datetime_to_nanoseconds(trace_info.end_time),
             attributes={
-                GEN_AI_SPAN_KIND: GenAISpanKind.TOOL.value,
-                GEN_AI_FRAMEWORK: "dify",
+                **create_common_span_attributes(
+                    session_id=trace_metadata.session_id,
+                    user_id=trace_metadata.user_id,
+                    span_kind=GenAISpanKind.TOOL,
+                    inputs=inputs_json,
+                    outputs=str(trace_info.tool_outputs),
+                ),
                 TOOL_NAME: trace_info.tool_name,
-                TOOL_DESCRIPTION: json.dumps(trace_info.tool_config, ensure_ascii=False),
-                TOOL_PARAMETERS: json.dumps(trace_info.tool_inputs, ensure_ascii=False),
-                INPUT_VALUE: json.dumps(trace_info.inputs, ensure_ascii=False),
-                OUTPUT_VALUE: str(trace_info.tool_outputs),
+                TOOL_DESCRIPTION: tool_config_json,
+                TOOL_PARAMETERS: tool_inputs_json,
             },
             status=status,
-            links=links,
+            links=trace_metadata.links,
         )
         self.trace_client.add_span(tool_span)
 
     def get_workflow_node_executions(self, trace_info: WorkflowTraceInfo) -> Sequence[WorkflowNodeExecution]:
-        # through workflow_run_id get all_nodes_execution using repository
-        session_factory = sessionmaker(bind=db.engine)
-        # Find the app's creator account
-        with Session(db.engine, expire_on_commit=False) as session:
-            # Get the app to find its creator
-            app_id = trace_info.metadata.get("app_id")
-            if not app_id:
-                raise ValueError("No app_id found in trace_info metadata")
-            app_stmt = select(App).where(App.id == app_id)
-            app = session.scalar(app_stmt)
-            if not app:
-                raise ValueError(f"App with id {app_id} not found")
+        app_id = trace_info.metadata.get("app_id")
+        if not app_id:
+            raise ValueError("No app_id found in trace_info metadata")
 
-            if not app.created_by:
-                raise ValueError(f"App with id {app_id} has no creator (created_by is None)")
-            account_stmt = select(Account).where(Account.id == app.created_by)
-            service_account = session.scalar(account_stmt)
-            if not service_account:
-                raise ValueError(f"Creator account with id {app.created_by} not found for app {app_id}")
-            current_tenant = (
-                session.query(TenantAccountJoin).filter_by(account_id=service_account.id, current=True).first()
-            )
-            if not current_tenant:
-                raise ValueError(f"Current tenant not found for account {service_account.id}")
-            service_account.set_tenant_id(current_tenant.tenant_id)
+        service_account = self.get_service_account_with_tenant(app_id)
+
+        session_factory = sessionmaker(bind=db.engine)
         workflow_node_execution_repository = SQLAlchemyWorkflowNodeExecutionRepository(
             session_factory=session_factory,
             user=service_account,
             app_id=app_id,
             triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN,
         )
-        # Get all executions for this workflow run
-        workflow_node_executions = workflow_node_execution_repository.get_by_workflow_run(
-            workflow_run_id=trace_info.workflow_run_id
-        )
-        return workflow_node_executions
+
+        return workflow_node_execution_repository.get_by_workflow_run(workflow_run_id=trace_info.workflow_run_id)
 
     def build_workflow_node_span(
-        self, node_execution: WorkflowNodeExecution, trace_id: int, trace_info: WorkflowTraceInfo, workflow_span_id: int
+        self, node_execution: WorkflowNodeExecution, trace_info: WorkflowTraceInfo, trace_metadata: TraceMetadata
     ):
         try:
             if node_execution.node_type == NodeType.LLM:
-                node_span = self.build_workflow_llm_span(trace_id, workflow_span_id, trace_info, node_execution)
+                node_span = self.build_workflow_llm_span(trace_info, node_execution, trace_metadata)
             elif node_execution.node_type == NodeType.KNOWLEDGE_RETRIEVAL:
-                node_span = self.build_workflow_retrieval_span(trace_id, workflow_span_id, trace_info, node_execution)
+                node_span = self.build_workflow_retrieval_span(trace_info, node_execution, trace_metadata)
             elif node_execution.node_type == NodeType.TOOL:
-                node_span = self.build_workflow_tool_span(trace_id, workflow_span_id, trace_info, node_execution)
+                node_span = self.build_workflow_tool_span(trace_info, node_execution, trace_metadata)
             else:
-                node_span = self.build_workflow_task_span(trace_id, workflow_span_id, trace_info, node_execution)
+                node_span = self.build_workflow_task_span(trace_info, node_execution, trace_metadata)
             return node_span
         except Exception as e:
             logger.debug("Error occurred in build_workflow_node_span: %s", e, exc_info=True)
             return None
 
-    def get_workflow_node_status(self, node_execution: WorkflowNodeExecution) -> Status:
-        span_status: Status = Status(StatusCode.UNSET)
-        if node_execution.status == WorkflowNodeExecutionStatus.SUCCEEDED:
-            span_status = Status(StatusCode.OK)
-        elif node_execution.status in [WorkflowNodeExecutionStatus.FAILED, WorkflowNodeExecutionStatus.EXCEPTION]:
-            span_status = Status(StatusCode.ERROR, str(node_execution.error))
-        return span_status
-
     def build_workflow_task_span(
-        self, trace_id: int, workflow_span_id: int, trace_info: WorkflowTraceInfo, node_execution: WorkflowNodeExecution
+        self, trace_info: WorkflowTraceInfo, node_execution: WorkflowNodeExecution, trace_metadata: TraceMetadata
     ) -> SpanData:
+        inputs_json = serialize_json_data(node_execution.inputs)
+        outputs_json = serialize_json_data(node_execution.outputs)
         return SpanData(
-            trace_id=trace_id,
-            parent_span_id=workflow_span_id,
+            trace_id=trace_metadata.trace_id,
+            parent_span_id=trace_metadata.workflow_span_id,
             span_id=convert_to_span_id(node_execution.id, "node"),
             name=node_execution.title,
             start_time=convert_datetime_to_nanoseconds(node_execution.created_at),
             end_time=convert_datetime_to_nanoseconds(node_execution.finished_at),
-            attributes={
-                GEN_AI_SESSION_ID: trace_info.metadata.get("conversation_id") or "",
-                GEN_AI_SPAN_KIND: GenAISpanKind.TASK.value,
-                GEN_AI_FRAMEWORK: "dify",
-                INPUT_VALUE: json.dumps(node_execution.inputs, ensure_ascii=False),
-                OUTPUT_VALUE: json.dumps(node_execution.outputs, ensure_ascii=False),
-            },
-            status=self.get_workflow_node_status(node_execution),
+            attributes=create_common_span_attributes(
+                session_id=trace_metadata.session_id,
+                user_id=trace_metadata.user_id,
+                span_kind=GenAISpanKind.TASK,
+                inputs=inputs_json,
+                outputs=outputs_json,
+            ),
+            status=get_workflow_node_status(node_execution),
+            links=trace_metadata.links,
         )
 
     def build_workflow_tool_span(
-        self, trace_id: int, workflow_span_id: int, trace_info: WorkflowTraceInfo, node_execution: WorkflowNodeExecution
+        self, trace_info: WorkflowTraceInfo, node_execution: WorkflowNodeExecution, trace_metadata: TraceMetadata
     ) -> SpanData:
         tool_des = {}
         if node_execution.metadata:
             tool_des = node_execution.metadata.get(WorkflowNodeExecutionMetadataKey.TOOL_INFO, {})
+
+        inputs_json = serialize_json_data(node_execution.inputs or {})
+        outputs_json = serialize_json_data(node_execution.outputs)
+
         return SpanData(
-            trace_id=trace_id,
-            parent_span_id=workflow_span_id,
+            trace_id=trace_metadata.trace_id,
+            parent_span_id=trace_metadata.workflow_span_id,
             span_id=convert_to_span_id(node_execution.id, "node"),
             name=node_execution.title,
             start_time=convert_datetime_to_nanoseconds(node_execution.created_at),
             end_time=convert_datetime_to_nanoseconds(node_execution.finished_at),
             attributes={
-                GEN_AI_SPAN_KIND: GenAISpanKind.TOOL.value,
-                GEN_AI_FRAMEWORK: "dify",
+                **create_common_span_attributes(
+                    session_id=trace_metadata.session_id,
+                    user_id=trace_metadata.user_id,
+                    span_kind=GenAISpanKind.TOOL,
+                    inputs=inputs_json,
+                    outputs=outputs_json,
+                ),
                 TOOL_NAME: node_execution.title,
-                TOOL_DESCRIPTION: json.dumps(tool_des, ensure_ascii=False),
-                TOOL_PARAMETERS: json.dumps(node_execution.inputs or {}, ensure_ascii=False),
-                INPUT_VALUE: json.dumps(node_execution.inputs or {}, ensure_ascii=False),
-                OUTPUT_VALUE: json.dumps(node_execution.outputs, ensure_ascii=False),
+                TOOL_DESCRIPTION: serialize_json_data(tool_des),
+                TOOL_PARAMETERS: inputs_json,
             },
-            status=self.get_workflow_node_status(node_execution),
+            status=get_workflow_node_status(node_execution),
+            links=trace_metadata.links,
         )
 
     def build_workflow_retrieval_span(
-        self, trace_id: int, workflow_span_id: int, trace_info: WorkflowTraceInfo, node_execution: WorkflowNodeExecution
+        self, trace_info: WorkflowTraceInfo, node_execution: WorkflowNodeExecution, trace_metadata: TraceMetadata
     ) -> SpanData:
-        input_value = ""
-        if node_execution.inputs:
-            input_value = str(node_execution.inputs.get("query", ""))
-        output_value = ""
-        if node_execution.outputs:
-            output_value = json.dumps(node_execution.outputs.get("result", []), ensure_ascii=False)
+        input_value = str(node_execution.inputs.get("query", "")) if node_execution.inputs else ""
+        output_value = serialize_json_data(node_execution.outputs.get("result", [])) if node_execution.outputs else ""
+
+        retrieval_documents = node_execution.outputs.get("result", []) if node_execution.outputs else []
+        semantic_retrieval_documents = format_retrieval_documents(retrieval_documents)
+        semantic_retrieval_documents_json = serialize_json_data(semantic_retrieval_documents)
+
         return SpanData(
-            trace_id=trace_id,
-            parent_span_id=workflow_span_id,
+            trace_id=trace_metadata.trace_id,
+            parent_span_id=trace_metadata.workflow_span_id,
             span_id=convert_to_span_id(node_execution.id, "node"),
             name=node_execution.title,
             start_time=convert_datetime_to_nanoseconds(node_execution.created_at),
             end_time=convert_datetime_to_nanoseconds(node_execution.finished_at),
             attributes={
-                GEN_AI_SPAN_KIND: GenAISpanKind.RETRIEVER.value,
-                GEN_AI_FRAMEWORK: "dify",
+                **create_common_span_attributes(
+                    session_id=trace_metadata.session_id,
+                    user_id=trace_metadata.user_id,
+                    span_kind=GenAISpanKind.RETRIEVER,
+                    inputs=input_value,
+                    outputs=output_value,
+                ),
                 RETRIEVAL_QUERY: input_value,
-                RETRIEVAL_DOCUMENT: output_value,
-                INPUT_VALUE: input_value,
-                OUTPUT_VALUE: output_value,
+                RETRIEVAL_DOCUMENT: semantic_retrieval_documents_json,
             },
-            status=self.get_workflow_node_status(node_execution),
+            status=get_workflow_node_status(node_execution),
+            links=trace_metadata.links,
         )
 
     def build_workflow_llm_span(
-        self, trace_id: int, workflow_span_id: int, trace_info: WorkflowTraceInfo, node_execution: WorkflowNodeExecution
+        self, trace_info: WorkflowTraceInfo, node_execution: WorkflowNodeExecution, trace_metadata: TraceMetadata
     ) -> SpanData:
         process_data = node_execution.process_data or {}
         outputs = node_execution.outputs or {}
         usage_data = process_data.get("usage", {}) if "usage" in process_data else outputs.get("usage", {})
+
+        prompts_json = serialize_json_data(process_data.get("prompts", []))
+        text_output = str(outputs.get("text", ""))
+
+        gen_ai_input_message = format_input_messages(process_data)
+        gen_ai_output_message = format_output_messages(outputs)
+
         return SpanData(
-            trace_id=trace_id,
-            parent_span_id=workflow_span_id,
+            trace_id=trace_metadata.trace_id,
+            parent_span_id=trace_metadata.workflow_span_id,
             span_id=convert_to_span_id(node_execution.id, "node"),
             name=node_execution.title,
             start_time=convert_datetime_to_nanoseconds(node_execution.created_at),
             end_time=convert_datetime_to_nanoseconds(node_execution.finished_at),
             attributes={
-                GEN_AI_SESSION_ID: trace_info.metadata.get("conversation_id") or "",
-                GEN_AI_SPAN_KIND: GenAISpanKind.LLM.value,
-                GEN_AI_FRAMEWORK: "dify",
-                GEN_AI_MODEL_NAME: process_data.get("model_name") or "",
-                GEN_AI_SYSTEM: process_data.get("model_provider") or "",
+                **create_common_span_attributes(
+                    session_id=trace_metadata.session_id,
+                    user_id=trace_metadata.user_id,
+                    span_kind=GenAISpanKind.LLM,
+                    inputs=prompts_json,
+                    outputs=text_output,
+                ),
+                GEN_AI_REQUEST_MODEL: process_data.get("model_name") or "",
+                GEN_AI_PROVIDER_NAME: process_data.get("model_provider") or "",
                 GEN_AI_USAGE_INPUT_TOKENS: str(usage_data.get("prompt_tokens", 0)),
                 GEN_AI_USAGE_OUTPUT_TOKENS: str(usage_data.get("completion_tokens", 0)),
                 GEN_AI_USAGE_TOTAL_TOKENS: str(usage_data.get("total_tokens", 0)),
-                GEN_AI_PROMPT: json.dumps(process_data.get("prompts", []), ensure_ascii=False),
-                GEN_AI_COMPLETION: str(outputs.get("text", "")),
+                GEN_AI_PROMPT: prompts_json,
+                GEN_AI_COMPLETION: text_output,
                 GEN_AI_RESPONSE_FINISH_REASON: outputs.get("finish_reason") or "",
-                INPUT_VALUE: json.dumps(process_data.get("prompts", []), ensure_ascii=False),
-                OUTPUT_VALUE: str(outputs.get("text", "")),
+                GEN_AI_INPUT_MESSAGE: gen_ai_input_message,
+                GEN_AI_OUTPUT_MESSAGE: gen_ai_output_message,
             },
-            status=self.get_workflow_node_status(node_execution),
+            status=get_workflow_node_status(node_execution),
+            links=trace_metadata.links,
         )
 
-    def add_workflow_span(
-        self, trace_id: int, workflow_span_id: int, trace_info: WorkflowTraceInfo, links: Sequence[Link]
-    ):
+    def add_workflow_span(self, trace_info: WorkflowTraceInfo, trace_metadata: TraceMetadata):
         message_span_id = None
         if trace_info.message_id:
             message_span_id = convert_to_span_id(trace_info.message_id, "message")
-        user_id = trace_info.metadata.get("user_id")
-        status: Status = Status(StatusCode.OK)
-        if trace_info.error:
-            status = Status(StatusCode.ERROR, trace_info.error)
-        if message_span_id:  # chatflow
+        status = create_status_from_error(trace_info.error)
+
+        inputs_json = serialize_json_data(trace_info.workflow_run_inputs)
+        outputs_json = serialize_json_data(trace_info.workflow_run_outputs)
+
+        if message_span_id:
             message_span = SpanData(
-                trace_id=trace_id,
+                trace_id=trace_metadata.trace_id,
                 parent_span_id=None,
                 span_id=message_span_id,
                 name="message",
                 start_time=convert_datetime_to_nanoseconds(trace_info.start_time),
                 end_time=convert_datetime_to_nanoseconds(trace_info.end_time),
-                attributes={
-                    GEN_AI_SESSION_ID: trace_info.metadata.get("conversation_id") or "",
-                    GEN_AI_USER_ID: str(user_id),
-                    GEN_AI_SPAN_KIND: GenAISpanKind.CHAIN.value,
-                    GEN_AI_FRAMEWORK: "dify",
-                    INPUT_VALUE: trace_info.workflow_run_inputs.get("sys.query") or "",
-                    OUTPUT_VALUE: json.dumps(trace_info.workflow_run_outputs, ensure_ascii=False),
-                },
+                attributes=create_common_span_attributes(
+                    session_id=trace_metadata.session_id,
+                    user_id=trace_metadata.user_id,
+                    span_kind=GenAISpanKind.CHAIN,
+                    inputs=trace_info.workflow_run_inputs.get("sys.query") or "",
+                    outputs=outputs_json,
+                ),
                 status=status,
-                links=links,
+                links=trace_metadata.links,
             )
             self.trace_client.add_span(message_span)
 
         workflow_span = SpanData(
-            trace_id=trace_id,
+            trace_id=trace_metadata.trace_id,
             parent_span_id=message_span_id,
-            span_id=workflow_span_id,
+            span_id=trace_metadata.workflow_span_id,
             name="workflow",
             start_time=convert_datetime_to_nanoseconds(trace_info.start_time),
             end_time=convert_datetime_to_nanoseconds(trace_info.end_time),
-            attributes={
-                GEN_AI_USER_ID: str(user_id),
-                GEN_AI_SPAN_KIND: GenAISpanKind.CHAIN.value,
-                GEN_AI_FRAMEWORK: "dify",
-                INPUT_VALUE: json.dumps(trace_info.workflow_run_inputs, ensure_ascii=False),
-                OUTPUT_VALUE: json.dumps(trace_info.workflow_run_outputs, ensure_ascii=False),
-            },
+            attributes=create_common_span_attributes(
+                session_id=trace_metadata.session_id,
+                user_id=trace_metadata.user_id,
+                span_kind=GenAISpanKind.CHAIN,
+                inputs=inputs_json,
+                outputs=outputs_json,
+            ),
             status=status,
-            links=links,
+            links=trace_metadata.links,
         )
         self.trace_client.add_span(workflow_span)
 
     def suggested_question_trace(self, trace_info: SuggestedQuestionTraceInfo):
         message_id = trace_info.message_id
-        status: Status = Status(StatusCode.OK)
-        if trace_info.error:
-            status = Status(StatusCode.ERROR, trace_info.error)
+        status = create_status_from_error(trace_info.error)
 
-        trace_id = convert_to_trace_id(message_id)
-        links = []
-        if trace_info.trace_id:
-            links.append(create_link(trace_id_str=trace_info.trace_id))
+        trace_metadata = TraceMetadata(
+            trace_id=convert_to_trace_id(message_id),
+            workflow_span_id=0,
+            session_id=trace_info.metadata.get("conversation_id") or "",
+            user_id=str(trace_info.metadata.get("user_id") or ""),
+            links=create_links_from_trace_id(trace_info.trace_id),
+        )
+
+        inputs_json = serialize_json_data(trace_info.inputs)
+        suggested_question_json = serialize_json_data(trace_info.suggested_question)
 
         suggested_question_span = SpanData(
-            trace_id=trace_id,
+            trace_id=trace_metadata.trace_id,
             parent_span_id=convert_to_span_id(message_id, "message"),
             span_id=convert_to_span_id(message_id, "suggested_question"),
             name="suggested_question",
             start_time=convert_datetime_to_nanoseconds(trace_info.start_time),
             end_time=convert_datetime_to_nanoseconds(trace_info.end_time),
             attributes={
-                GEN_AI_SPAN_KIND: GenAISpanKind.LLM.value,
-                GEN_AI_FRAMEWORK: "dify",
-                GEN_AI_MODEL_NAME: trace_info.metadata.get("ls_model_name") or "",
-                GEN_AI_SYSTEM: trace_info.metadata.get("ls_provider") or "",
-                GEN_AI_PROMPT: json.dumps(trace_info.inputs, ensure_ascii=False),
-                GEN_AI_COMPLETION: json.dumps(trace_info.suggested_question, ensure_ascii=False),
-                INPUT_VALUE: json.dumps(trace_info.inputs, ensure_ascii=False),
-                OUTPUT_VALUE: json.dumps(trace_info.suggested_question, ensure_ascii=False),
+                **create_common_span_attributes(
+                    session_id=trace_metadata.session_id,
+                    user_id=trace_metadata.user_id,
+                    span_kind=GenAISpanKind.LLM,
+                    inputs=inputs_json,
+                    outputs=suggested_question_json,
+                ),
+                GEN_AI_REQUEST_MODEL: trace_info.metadata.get("ls_model_name") or "",
+                GEN_AI_PROVIDER_NAME: trace_info.metadata.get("ls_provider") or "",
+                GEN_AI_PROMPT: inputs_json,
+                GEN_AI_COMPLETION: suggested_question_json,
             },
             status=status,
-            links=links,
+            links=trace_metadata.links,
         )
         self.trace_client.add_span(suggested_question_span)
-
-
-def extract_retrieval_documents(documents: list[Document]):
-    documents_data = []
-    for document in documents:
-        document_data = {
-            "content": document.page_content,
-            "metadata": {
-                "dataset_id": document.metadata.get("dataset_id"),
-                "doc_id": document.metadata.get("doc_id"),
-                "document_id": document.metadata.get("document_id"),
-            },
-            "score": document.metadata.get("score"),
-        }
-        documents_data.append(document_data)
-    return documents_data
diff --git a/api/core/ops/aliyun_trace/data_exporter/traceclient.py b/api/core/ops/aliyun_trace/data_exporter/traceclient.py
index baaf9fd9f6..f54405b5de 100644
--- a/api/core/ops/aliyun_trace/data_exporter/traceclient.py
+++ b/api/core/ops/aliyun_trace/data_exporter/traceclient.py
@@ -7,6 +7,8 @@ import uuid
 from collections import deque
 from collections.abc import Sequence
 from datetime import datetime
+from typing import Final
+from urllib.parse import urljoin
 
 import httpx
 from opentelemetry import trace as trace_api
@@ -20,8 +22,12 @@ from opentelemetry.trace import Link, SpanContext, TraceFlags
 from configs import dify_config
 from core.ops.aliyun_trace.entities.aliyun_trace_entity import SpanData
 
-INVALID_SPAN_ID = 0x0000000000000000
-INVALID_TRACE_ID = 0x00000000000000000000000000000000
+INVALID_SPAN_ID: Final[int] = 0x0000000000000000
+INVALID_TRACE_ID: Final[int] = 0x00000000000000000000000000000000
+DEFAULT_TIMEOUT: Final[int] = 5
+DEFAULT_MAX_QUEUE_SIZE: Final[int] = 1000
+DEFAULT_SCHEDULE_DELAY_SEC: Final[int] = 5
+DEFAULT_MAX_EXPORT_BATCH_SIZE: Final[int] = 50
 
 logger = logging.getLogger(__name__)
 
@@ -31,9 +37,9 @@ class TraceClient:
         self,
         service_name: str,
         endpoint: str,
-        max_queue_size: int = 1000,
-        schedule_delay_sec: int = 5,
-        max_export_batch_size: int = 50,
+        max_queue_size: int = DEFAULT_MAX_QUEUE_SIZE,
+        schedule_delay_sec: int = DEFAULT_SCHEDULE_DELAY_SEC,
+        max_export_batch_size: int = DEFAULT_MAX_EXPORT_BATCH_SIZE,
     ):
         self.endpoint = endpoint
         self.resource = Resource(
@@ -63,9 +69,9 @@ class TraceClient:
     def export(self, spans: Sequence[ReadableSpan]):
         self.exporter.export(spans)
 
-    def api_check(self):
+    def api_check(self) -> bool:
         try:
-            response = httpx.head(self.endpoint, timeout=5)
+            response = httpx.head(self.endpoint, timeout=DEFAULT_TIMEOUT)
             if response.status_code == 405:
                 return True
             else:
@@ -75,12 +81,13 @@ class TraceClient:
             logger.debug("AliyunTrace API check failed: %s", str(e))
             raise ValueError(f"AliyunTrace API check failed: {str(e)}")
 
-    def get_project_url(self):
+    def get_project_url(self) -> str:
         return "https://arms.console.aliyun.com/#/llm"
 
-    def add_span(self, span_data: SpanData):
+    def add_span(self, span_data: SpanData | None) -> None:
         if span_data is None:
             return
+
         span: ReadableSpan = self.span_builder.build_span(span_data)
         with self.condition:
             if len(self.queue) == self.max_queue_size:
@@ -92,14 +99,14 @@ class TraceClient:
             if len(self.queue) >= self.max_export_batch_size:
                 self.condition.notify()
 
-    def _worker(self):
+    def _worker(self) -> None:
         while not self.done:
             with self.condition:
                 if len(self.queue) < self.max_export_batch_size and not self.done:
                     self.condition.wait(timeout=self.schedule_delay_sec)
             self._export_batch()
 
-    def _export_batch(self):
+    def _export_batch(self) -> None:
         spans_to_export: list[ReadableSpan] = []
         with self.condition:
             while len(spans_to_export) < self.max_export_batch_size and self.queue:
@@ -111,7 +118,7 @@ class TraceClient:
             except Exception as e:
                 logger.debug("Error exporting spans: %s", e)
 
-    def shutdown(self):
+    def shutdown(self) -> None:
         with self.condition:
             self.done = True
             self.condition.notify_all()
@@ -121,7 +128,7 @@ class TraceClient:
 
 
 class SpanBuilder:
-    def __init__(self, resource):
+    def __init__(self, resource: Resource) -> None:
         self.resource = resource
         self.instrumentation_scope = InstrumentationScope(
             __name__,
@@ -167,8 +174,12 @@ class SpanBuilder:
 
 
 def create_link(trace_id_str: str) -> Link:
-    placeholder_span_id = 0x0000000000000000
-    trace_id = int(trace_id_str, 16)
+    placeholder_span_id = INVALID_SPAN_ID
+    try:
+        trace_id = int(trace_id_str, 16)
+    except ValueError as e:
+        raise ValueError(f"Invalid trace ID format: {trace_id_str}") from e
+
     span_context = SpanContext(
         trace_id=trace_id, span_id=placeholder_span_id, is_remote=False, trace_flags=TraceFlags(TraceFlags.SAMPLED)
     )
@@ -184,26 +195,29 @@ def generate_span_id() -> int:
 
 
 def convert_to_trace_id(uuid_v4: str | None) -> int:
+    if uuid_v4 is None:
+        raise ValueError("UUID cannot be None")
     try:
         uuid_obj = uuid.UUID(uuid_v4)
         return uuid_obj.int
-    except Exception as e:
-        raise ValueError(f"Invalid UUID input: {e}")
+    except ValueError as e:
+        raise ValueError(f"Invalid UUID input: {uuid_v4}") from e
 
 
 def convert_string_to_id(string: str | None) -> int:
     if not string:
         return generate_span_id()
     hash_bytes = hashlib.sha256(string.encode("utf-8")).digest()
-    id = int.from_bytes(hash_bytes[:8], byteorder="big", signed=False)
-    return id
+    return int.from_bytes(hash_bytes[:8], byteorder="big", signed=False)
 
 
 def convert_to_span_id(uuid_v4: str | None, span_type: str) -> int:
+    if uuid_v4 is None:
+        raise ValueError("UUID cannot be None")
     try:
         uuid_obj = uuid.UUID(uuid_v4)
-    except Exception as e:
-        raise ValueError(f"Invalid UUID input: {e}")
+    except ValueError as e:
+        raise ValueError(f"Invalid UUID input: {uuid_v4}") from e
     combined_key = f"{uuid_obj.hex}-{span_type}"
     return convert_string_to_id(combined_key)
 
@@ -212,5 +226,11 @@ def convert_datetime_to_nanoseconds(start_time_a: datetime | None) -> int | None
     if start_time_a is None:
         return None
     timestamp_in_seconds = start_time_a.timestamp()
-    timestamp_in_nanoseconds = int(timestamp_in_seconds * 1e9)
-    return timestamp_in_nanoseconds
+    return int(timestamp_in_seconds * 1e9)
+
+
+def build_endpoint(base_url: str, license_key: str) -> str:
+    if "log.aliyuncs.com" in base_url:  # cms2.0 endpoint
+        return urljoin(base_url, f"adapt_{license_key}/api/v1/traces")
+    else:  # xtrace endpoint
+        return urljoin(base_url, f"adapt_{license_key}/api/otlp/traces")
diff --git a/api/core/ops/aliyun_trace/entities/aliyun_trace_entity.py b/api/core/ops/aliyun_trace/entities/aliyun_trace_entity.py
index f3dcbc5b8f..0ee71fc23f 100644
--- a/api/core/ops/aliyun_trace/entities/aliyun_trace_entity.py
+++ b/api/core/ops/aliyun_trace/entities/aliyun_trace_entity.py
@@ -1,18 +1,33 @@
 from collections.abc import Sequence
+from dataclasses import dataclass
+from typing import Any
 
 from opentelemetry import trace as trace_api
 from opentelemetry.sdk.trace import Event, Status, StatusCode
 from pydantic import BaseModel, Field
 
 
+@dataclass
+class TraceMetadata:
+    """Metadata for trace operations, containing common attributes for all spans in a trace."""
+
+    trace_id: int
+    workflow_span_id: int
+    session_id: str
+    user_id: str
+    links: list[trace_api.Link]
+
+
 class SpanData(BaseModel):
+    """Data model for span information in Aliyun trace system."""
+
     model_config = {"arbitrary_types_allowed": True}
 
     trace_id: int = Field(..., description="The unique identifier for the trace.")
     parent_span_id: int | None = Field(None, description="The ID of the parent span, if any.")
     span_id: int = Field(..., description="The unique identifier for this span.")
     name: str = Field(..., description="The name of the span.")
-    attributes: dict[str, str] = Field(default_factory=dict, description="Attributes associated with the span.")
+    attributes: dict[str, Any] = Field(default_factory=dict, description="Attributes associated with the span.")
     events: Sequence[Event] = Field(default_factory=list, description="Events recorded in the span.")
     links: Sequence[trace_api.Link] = Field(default_factory=list, description="Links to other spans.")
     status: Status = Field(default=Status(StatusCode.UNSET), description="The status of the span.")
diff --git a/api/core/ops/aliyun_trace/entities/semconv.py b/api/core/ops/aliyun_trace/entities/semconv.py
index c9427c776a..c823fcab8a 100644
--- a/api/core/ops/aliyun_trace/entities/semconv.py
+++ b/api/core/ops/aliyun_trace/entities/semconv.py
@@ -1,56 +1,38 @@
 from enum import StrEnum
+from typing import Final
 
-# public
-GEN_AI_SESSION_ID = "gen_ai.session.id"
+# Public attributes
+GEN_AI_SESSION_ID: Final[str] = "gen_ai.session.id"
+GEN_AI_USER_ID: Final[str] = "gen_ai.user.id"
+GEN_AI_USER_NAME: Final[str] = "gen_ai.user.name"
+GEN_AI_SPAN_KIND: Final[str] = "gen_ai.span.kind"
+GEN_AI_FRAMEWORK: Final[str] = "gen_ai.framework"
 
-GEN_AI_USER_ID = "gen_ai.user.id"
+# Chain attributes
+INPUT_VALUE: Final[str] = "input.value"
+OUTPUT_VALUE: Final[str] = "output.value"
 
-GEN_AI_USER_NAME = "gen_ai.user.name"
+# Retriever attributes
+RETRIEVAL_QUERY: Final[str] = "retrieval.query"
+RETRIEVAL_DOCUMENT: Final[str] = "retrieval.document"
 
-GEN_AI_SPAN_KIND = "gen_ai.span.kind"
+# LLM attributes
+GEN_AI_REQUEST_MODEL: Final[str] = "gen_ai.request.model"
+GEN_AI_PROVIDER_NAME: Final[str] = "gen_ai.provider.name"
+GEN_AI_USAGE_INPUT_TOKENS: Final[str] = "gen_ai.usage.input_tokens"
+GEN_AI_USAGE_OUTPUT_TOKENS: Final[str] = "gen_ai.usage.output_tokens"
+GEN_AI_USAGE_TOTAL_TOKENS: Final[str] = "gen_ai.usage.total_tokens"
+GEN_AI_PROMPT: Final[str] = "gen_ai.prompt"
+GEN_AI_COMPLETION: Final[str] = "gen_ai.completion"
+GEN_AI_RESPONSE_FINISH_REASON: Final[str] = "gen_ai.response.finish_reason"
 
-GEN_AI_FRAMEWORK = "gen_ai.framework"
+GEN_AI_INPUT_MESSAGE: Final[str] = "gen_ai.input.messages"
+GEN_AI_OUTPUT_MESSAGE: Final[str] = "gen_ai.output.messages"
 
-
-# Chain
-INPUT_VALUE = "input.value"
-
-OUTPUT_VALUE = "output.value"
-
-
-# Retriever
-RETRIEVAL_QUERY = "retrieval.query"
-
-RETRIEVAL_DOCUMENT = "retrieval.document"
-
-
-# LLM
-GEN_AI_MODEL_NAME = "gen_ai.model_name"
-
-GEN_AI_SYSTEM = "gen_ai.system"
-
-GEN_AI_USAGE_INPUT_TOKENS = "gen_ai.usage.input_tokens"
-
-GEN_AI_USAGE_OUTPUT_TOKENS = "gen_ai.usage.output_tokens"
-
-GEN_AI_USAGE_TOTAL_TOKENS = "gen_ai.usage.total_tokens"
-
-GEN_AI_PROMPT_TEMPLATE_TEMPLATE = "gen_ai.prompt_template.template"
-
-GEN_AI_PROMPT_TEMPLATE_VARIABLE = "gen_ai.prompt_template.variable"
-
-GEN_AI_PROMPT = "gen_ai.prompt"
-
-GEN_AI_COMPLETION = "gen_ai.completion"
-
-GEN_AI_RESPONSE_FINISH_REASON = "gen_ai.response.finish_reason"
-
-# Tool
-TOOL_NAME = "tool.name"
-
-TOOL_DESCRIPTION = "tool.description"
-
-TOOL_PARAMETERS = "tool.parameters"
+# Tool attributes
+TOOL_NAME: Final[str] = "tool.name"
+TOOL_DESCRIPTION: Final[str] = "tool.description"
+TOOL_PARAMETERS: Final[str] = "tool.parameters"
 
 
 class GenAISpanKind(StrEnum):
diff --git a/api/core/ops/aliyun_trace/utils.py b/api/core/ops/aliyun_trace/utils.py
new file mode 100644
index 0000000000..7f68889e92
--- /dev/null
+++ b/api/core/ops/aliyun_trace/utils.py
@@ -0,0 +1,190 @@
+import json
+from collections.abc import Mapping
+from typing import Any
+
+from opentelemetry.trace import Link, Status, StatusCode
+
+from core.ops.aliyun_trace.entities.semconv import (
+    GEN_AI_FRAMEWORK,
+    GEN_AI_SESSION_ID,
+    GEN_AI_SPAN_KIND,
+    GEN_AI_USER_ID,
+    INPUT_VALUE,
+    OUTPUT_VALUE,
+    GenAISpanKind,
+)
+from core.rag.models.document import Document
+from core.workflow.entities import WorkflowNodeExecution
+from core.workflow.enums import WorkflowNodeExecutionStatus
+from extensions.ext_database import db
+from models import EndUser
+
+# Constants
+DEFAULT_JSON_ENSURE_ASCII = False
+DEFAULT_FRAMEWORK_NAME = "dify"
+
+
+def get_user_id_from_message_data(message_data) -> str:
+    user_id = message_data.from_account_id
+    if message_data.from_end_user_id:
+        end_user_data: EndUser | None = (
+            db.session.query(EndUser).where(EndUser.id == message_data.from_end_user_id).first()
+        )
+        if end_user_data is not None:
+            user_id = end_user_data.session_id
+    return user_id
+
+
+def create_status_from_error(error: str | None) -> Status:
+    if error:
+        return Status(StatusCode.ERROR, error)
+    return Status(StatusCode.OK)
+
+
+def get_workflow_node_status(node_execution: WorkflowNodeExecution) -> Status:
+    if node_execution.status == WorkflowNodeExecutionStatus.SUCCEEDED:
+        return Status(StatusCode.OK)
+    if node_execution.status in [WorkflowNodeExecutionStatus.FAILED, WorkflowNodeExecutionStatus.EXCEPTION]:
+        return Status(StatusCode.ERROR, str(node_execution.error))
+    return Status(StatusCode.UNSET)
+
+
+def create_links_from_trace_id(trace_id: str | None) -> list[Link]:
+    from core.ops.aliyun_trace.data_exporter.traceclient import create_link
+
+    links = []
+    if trace_id:
+        links.append(create_link(trace_id_str=trace_id))
+    return links
+
+
+def extract_retrieval_documents(documents: list[Document]) -> list[dict[str, Any]]:
+    documents_data = []
+    for document in documents:
+        document_data = {
+            "content": document.page_content,
+            "metadata": {
+                "dataset_id": document.metadata.get("dataset_id"),
+                "doc_id": document.metadata.get("doc_id"),
+                "document_id": document.metadata.get("document_id"),
+            },
+            "score": document.metadata.get("score"),
+        }
+        documents_data.append(document_data)
+    return documents_data
+
+
+def serialize_json_data(data: Any, ensure_ascii: bool = DEFAULT_JSON_ENSURE_ASCII) -> str:
+    return json.dumps(data, ensure_ascii=ensure_ascii)
+
+
+def create_common_span_attributes(
+    session_id: str = "",
+    user_id: str = "",
+    span_kind: str = GenAISpanKind.CHAIN,
+    framework: str = DEFAULT_FRAMEWORK_NAME,
+    inputs: str = "",
+    outputs: str = "",
+) -> dict[str, Any]:
+    return {
+        GEN_AI_SESSION_ID: session_id,
+        GEN_AI_USER_ID: user_id,
+        GEN_AI_SPAN_KIND: span_kind,
+        GEN_AI_FRAMEWORK: framework,
+        INPUT_VALUE: inputs,
+        OUTPUT_VALUE: outputs,
+    }
+
+
+def format_retrieval_documents(retrieval_documents: list) -> list:
+    try:
+        if not isinstance(retrieval_documents, list):
+            return []
+
+        semantic_documents = []
+        for doc in retrieval_documents:
+            if not isinstance(doc, dict):
+                continue
+
+            metadata = doc.get("metadata", {})
+            content = doc.get("content", "")
+            title = doc.get("title", "")
+            score = metadata.get("score", 0.0)
+            document_id = metadata.get("document_id", "")
+
+            semantic_metadata = {}
+            if title:
+                semantic_metadata["title"] = title
+            if metadata.get("source"):
+                semantic_metadata["source"] = metadata["source"]
+            elif metadata.get("_source"):
+                semantic_metadata["source"] = metadata["_source"]
+            if metadata.get("doc_metadata"):
+                doc_metadata = metadata["doc_metadata"]
+                if isinstance(doc_metadata, dict):
+                    semantic_metadata.update(doc_metadata)
+
+            semantic_doc = {
+                "document": {"content": content, "metadata": semantic_metadata, "score": score, "id": document_id}
+            }
+            semantic_documents.append(semantic_doc)
+
+        return semantic_documents
+    except Exception:
+        return []
+
+
+def format_input_messages(process_data: Mapping[str, Any]) -> str:
+    try:
+        if not isinstance(process_data, dict):
+            return serialize_json_data([])
+
+        prompts = process_data.get("prompts", [])
+        if not prompts:
+            return serialize_json_data([])
+
+        valid_roles = {"system", "user", "assistant", "tool"}
+        input_messages = []
+        for prompt in prompts:
+            if not isinstance(prompt, dict):
+                continue
+
+            role = prompt.get("role", "")
+            text = prompt.get("text", "")
+
+            if not role or role not in valid_roles:
+                continue
+
+            if text:
+                message = {"role": role, "parts": [{"type": "text", "content": text}]}
+                input_messages.append(message)
+
+        return serialize_json_data(input_messages)
+    except Exception:
+        return serialize_json_data([])
+
+
+def format_output_messages(outputs: Mapping[str, Any]) -> str:
+    try:
+        if not isinstance(outputs, dict):
+            return serialize_json_data([])
+
+        text = outputs.get("text", "")
+        finish_reason = outputs.get("finish_reason", "")
+
+        if not text:
+            return serialize_json_data([])
+
+        valid_finish_reasons = {"stop", "length", "content_filter", "tool_call", "error"}
+        if finish_reason not in valid_finish_reasons:
+            finish_reason = "stop"
+
+        output_message = {
+            "role": "assistant",
+            "parts": [{"type": "text", "content": text}],
+            "finish_reason": finish_reason,
+        }
+
+        return serialize_json_data([output_message])
+    except Exception:
+        return serialize_json_data([])
diff --git a/api/core/ops/entities/config_entity.py b/api/core/ops/entities/config_entity.py
index 851a77fbc1..4ba6eb0780 100644
--- a/api/core/ops/entities/config_entity.py
+++ b/api/core/ops/entities/config_entity.py
@@ -191,7 +191,8 @@ class AliyunConfig(BaseTracingConfig):
     @field_validator("endpoint")
     @classmethod
     def endpoint_validator(cls, v, info: ValidationInfo):
-        return cls.validate_endpoint_url(v, "https://tracing-analysis-dc-hz.aliyuncs.com")
+        # aliyun uses two URL formats, which may include a URL path
+        return validate_url_with_path(v, "https://tracing-analysis-dc-hz.aliyuncs.com")
 
 
 OPS_FILE_PATH = "ops_trace/"
diff --git a/api/core/rag/embedding/cached_embedding.py b/api/core/rag/embedding/cached_embedding.py
index 5f94129a0c..c2f17cd148 100644
--- a/api/core/rag/embedding/cached_embedding.py
+++ b/api/core/rag/embedding/cached_embedding.py
@@ -42,6 +42,10 @@ class CacheEmbedding(Embeddings):
                 text_embeddings[i] = embedding.get_embedding()
             else:
                 embedding_queue_indices.append(i)
+
+        # release database connection, because embedding may take a long time
+        db.session.close()
+
         if embedding_queue_indices:
             embedding_queue_texts = [texts[i] for i in embedding_queue_indices]
             embedding_queue_embeddings = []
diff --git a/api/core/tools/builtin_tool/providers/code/_assets/icon.svg b/api/core/tools/builtin_tool/providers/code/_assets/icon.svg
index b986ed9426..154726a081 100644
--- a/api/core/tools/builtin_tool/providers/code/_assets/icon.svg
+++ b/api/core/tools/builtin_tool/providers/code/_assets/icon.svg
@@ -1 +1 @@
-<svg width="14" height="14" viewBox="0 0 14 14" fill="none" xmlns="http://www.w3.org/2000/svg" class="w-3.5 h-3.5" data-icon="Code" aria-hidden="true"><g id="icons/code"><path id="Vector (Stroke)" fill-rule="evenodd" clip-rule="evenodd" d="M8.32593 1.69675C8.67754 1.78466 8.89132 2.14096 8.80342 2.49257L6.47009 11.8259C6.38218 12.1775 6.02588 12.3913 5.67427 12.3034C5.32265 12.2155 5.10887 11.8592 5.19678 11.5076L7.53011 2.17424C7.61801 1.82263 7.97431 1.60885 8.32593 1.69675ZM3.96414 4.20273C4.22042 4.45901 4.22042 4.87453 3.96413 5.13081L2.45578 6.63914C2.45577 6.63915 2.45578 6.63914 2.45578 6.63914C2.25645 6.83851 2.25643 7.16168 2.45575 7.36103C2.45574 7.36103 2.45576 7.36104 2.45575 7.36103L3.96413 8.86936C4.22041 9.12564 4.22042 9.54115 3.96414 9.79744C3.70787 10.0537 3.29235 10.0537 3.03607 9.79745L1.52769 8.28913C0.815811 7.57721 0.815803 6.42302 1.52766 5.7111L3.03606 4.20272C3.29234 3.94644 3.70786 3.94644 3.96414 4.20273ZM10.0361 4.20273C10.2923 3.94644 10.7078 3.94644 10.9641 4.20272L12.4725 5.71108C13.1843 6.423 13.1844 7.57717 12.4725 8.28909L10.9641 9.79745C10.7078 10.0537 10.2923 10.0537 10.036 9.79744C9.77977 9.54115 9.77978 9.12564 10.0361 8.86936L11.5444 7.36107C11.7437 7.16172 11.7438 6.83854 11.5444 6.63917C11.5444 6.63915 11.5445 6.63918 11.5444 6.63917L10.0361 5.13081C9.77978 4.87453 9.77978 4.45901 10.0361 4.20273Z" fill="currentColor"></path></g></svg>
\ No newline at end of file
+<svg width="14" height="14" viewBox="0 0 14 14" fill="none" xmlns="http://www.w3.org/2000/svg" class="w-3.5 h-3.5" data-icon="Code" aria-hidden="true"><g id="icons/code"><path id="Vector (Stroke)" fill-rule="evenodd" clip-rule="evenodd" d="M8.32593 1.69675C8.67754 1.78466 8.89132 2.14096 8.80342 2.49257L6.47009 11.8259C6.38218 12.1775 6.02588 12.3913 5.67427 12.3034C5.32265 12.2155 5.10887 11.8592 5.19678 11.5076L7.53011 2.17424C7.61801 1.82263 7.97431 1.60885 8.32593 1.69675ZM3.96414 4.20273C4.22042 4.45901 4.22042 4.87453 3.96413 5.13081L2.45578 6.63914C2.45577 6.63915 2.45578 6.63914 2.45578 6.63914C2.25645 6.83851 2.25643 7.16168 2.45575 7.36103C2.45574 7.36103 2.45576 7.36104 2.45575 7.36103L3.96413 8.86936C4.22041 9.12564 4.22042 9.54115 3.96414 9.79744C3.70787 10.0537 3.29235 10.0537 3.03607 9.79745L1.52769 8.28913C0.815811 7.57721 0.815803 6.42302 1.52766 5.7111L3.03606 4.20272C3.29234 3.94644 3.70786 3.94644 3.96414 4.20273ZM10.0361 4.20273C10.2923 3.94644 10.7078 3.94644 10.9641 4.20272L12.4725 5.71108C13.1843 6.423 13.1844 7.57717 12.4725 8.28909L10.9641 9.79745C10.7078 10.0537 10.2923 10.0537 10.036 9.79744C9.77977 9.54115 9.77978 9.12564 10.0361 8.86936L11.5444 7.36107C11.7437 7.16172 11.7438 6.83854 11.5444 6.63917C11.5444 6.63915 11.5445 6.63918 11.5444 6.63917L10.0361 5.13081C9.77978 4.87453 9.77978 4.45901 10.0361 4.20273Z" fill="#2e90fa"></path></g></svg>
\ No newline at end of file
diff --git a/api/core/workflow/README.md b/api/core/workflow/README.md
index bef19ba90b..72f5dbe1e2 100644
--- a/api/core/workflow/README.md
+++ b/api/core/workflow/README.md
@@ -60,8 +60,8 @@ Extensible middleware for cross-cutting concerns:
 
 ```python
 engine = GraphEngine(graph)
-engine.add_layer(DebugLoggingLayer(level="INFO"))
-engine.add_layer(ExecutionLimitsLayer(max_nodes=100))
+engine.layer(DebugLoggingLayer(level="INFO"))
+engine.layer(ExecutionLimitsLayer(max_nodes=100))
 ```
 
 ### Event-Driven Architecture
@@ -117,7 +117,7 @@ The codebase enforces strict layering via import-linter:
 
 1. Create class inheriting from `Layer` base
 1. Override lifecycle methods: `on_graph_start()`, `on_event()`, `on_graph_end()`
-1. Add to engine via `engine.add_layer()`
+1. Add to engine via `engine.layer()`
 
 ### Debugging Workflow Execution
 
diff --git a/api/core/workflow/graph_engine/layers/README.md b/api/core/workflow/graph_engine/layers/README.md
index 8ee35baec0..17845ee1f0 100644
--- a/api/core/workflow/graph_engine/layers/README.md
+++ b/api/core/workflow/graph_engine/layers/README.md
@@ -30,7 +30,7 @@ debug_layer = DebugLoggingLayer(
 )
 
 engine = GraphEngine(graph)
-engine.add_layer(debug_layer)
+engine.layer(debug_layer)
 engine.run()
 ```
 
diff --git a/api/core/workflow/graph_engine/response_coordinator/coordinator.py b/api/core/workflow/graph_engine/response_coordinator/coordinator.py
index 985992f3f1..3db40c545e 100644
--- a/api/core/workflow/graph_engine/response_coordinator/coordinator.py
+++ b/api/core/workflow/graph_engine/response_coordinator/coordinator.py
@@ -212,10 +212,11 @@ class ResponseStreamCoordinator:
                 edge = self._graph.edges[edge_id]
                 source_node = self._graph.nodes[edge.tail]
 
-                # Check if node is a branch/container (original behavior)
+                # Check if node is a branch, container, or response node
                 if source_node.execution_type in {
                     NodeExecutionType.BRANCH,
                     NodeExecutionType.CONTAINER,
+                    NodeExecutionType.RESPONSE,
                 } or source_node.blocks_variable_output(variable_selectors):
                     blocking_edges.append(edge_id)
 
diff --git a/api/core/workflow/nodes/agent/agent_node.py b/api/core/workflow/nodes/agent/agent_node.py
index ec05805879..a01686a4b8 100644
--- a/api/core/workflow/nodes/agent/agent_node.py
+++ b/api/core/workflow/nodes/agent/agent_node.py
@@ -288,7 +288,7 @@ class AgentNode(Node):
                         # But for backward compatibility with historical data
                         # this version field judgment is still preserved here.
                         runtime_variable_pool: VariablePool | None = None
-                        if node_data.version != "1" or node_data.tool_node_version != "1":
+                        if node_data.version != "1" or node_data.tool_node_version is not None:
                             runtime_variable_pool = variable_pool
                         tool_runtime = ToolManager.get_agent_tool_runtime(
                             self.tenant_id, self.app_id, entity, self.invoke_from, runtime_variable_pool
diff --git a/api/core/workflow/nodes/tool/tool_node.py b/api/core/workflow/nodes/tool/tool_node.py
index 5f2abcd378..ce1a879ff1 100644
--- a/api/core/workflow/nodes/tool/tool_node.py
+++ b/api/core/workflow/nodes/tool/tool_node.py
@@ -79,7 +79,7 @@ class ToolNode(Node):
             # But for backward compatibility with historical data
             # this version field judgment is still preserved here.
             variable_pool: VariablePool | None = None
-            if node_data.version != "1" or node_data.tool_node_version != "1":
+            if node_data.version != "1" or node_data.tool_node_version is not None:
                 variable_pool = self.graph_runtime_state.variable_pool
             tool_runtime = ToolManager.get_workflow_tool_runtime(
                 self.tenant_id, self.app_id, self._node_id, self._node_data, self.invoke_from, variable_pool
diff --git a/api/core/workflow/variable_loader.py b/api/core/workflow/variable_loader.py
index a35215855e..1b31022495 100644
--- a/api/core/workflow/variable_loader.py
+++ b/api/core/workflow/variable_loader.py
@@ -66,8 +66,8 @@ def load_into_variable_pool(
         # NOTE(QuantumGhost): this logic needs to be in sync with
         # `WorkflowEntry.mapping_user_inputs_to_variable_pool`.
         node_variable_list = key.split(".")
-        if len(node_variable_list) < 1:
-            raise ValueError(f"Invalid variable key: {key}. It should have at least one element.")
+        if len(node_variable_list) < 2:
+            raise ValueError(f"Invalid variable key: {key}. It should have at least two elements.")
         if key in user_inputs:
             continue
         node_variable_key = ".".join(node_variable_list[1:])
diff --git a/api/schedule/check_upgradable_plugin_task.py b/api/schedule/check_upgradable_plugin_task.py
index 08a5cfce79..a9ad27b059 100644
--- a/api/schedule/check_upgradable_plugin_task.py
+++ b/api/schedule/check_upgradable_plugin_task.py
@@ -1,3 +1,4 @@
+import math
 import time
 
 import click
@@ -8,6 +9,7 @@ from models.account import TenantPluginAutoUpgradeStrategy
 from tasks.process_tenant_plugin_autoupgrade_check_task import process_tenant_plugin_autoupgrade_check_task
 
 AUTO_UPGRADE_MINIMAL_CHECKING_INTERVAL = 15 * 60  # 15 minutes
+MAX_CONCURRENT_CHECK_TASKS = 20
 
 
 @app.celery.task(queue="plugin")
@@ -30,15 +32,28 @@ def check_upgradable_plugin_task():
         .all()
     )
 
-    for strategy in strategies:
-        process_tenant_plugin_autoupgrade_check_task.delay(
-            strategy.tenant_id,
-            strategy.strategy_setting,
-            strategy.upgrade_time_of_day,
-            strategy.upgrade_mode,
-            strategy.exclude_plugins,
-            strategy.include_plugins,
-        )
+    total_strategies = len(strategies)
+    click.echo(click.style(f"Total strategies: {total_strategies}", fg="green"))
+
+    batch_chunk_count = math.ceil(
+        total_strategies / MAX_CONCURRENT_CHECK_TASKS
+    )  # make sure all strategies are checked in this interval
+    batch_interval_time = (AUTO_UPGRADE_MINIMAL_CHECKING_INTERVAL / batch_chunk_count) if batch_chunk_count > 0 else 0
+
+    for i in range(0, total_strategies, MAX_CONCURRENT_CHECK_TASKS):
+        batch_strategies = strategies[i : i + MAX_CONCURRENT_CHECK_TASKS]
+        for strategy in batch_strategies:
+            process_tenant_plugin_autoupgrade_check_task.delay(
+                strategy.tenant_id,
+                strategy.strategy_setting,
+                strategy.upgrade_time_of_day,
+                strategy.upgrade_mode,
+                strategy.exclude_plugins,
+                strategy.include_plugins,
+            )
+
+        if batch_interval_time > 0.0001:  # if lower than 1ms, skip
+            time.sleep(batch_interval_time)
 
     end_at = time.perf_counter()
     click.echo(
diff --git a/api/tests/fixtures/workflow/test-answer-order.yml b/api/tests/fixtures/workflow/test-answer-order.yml
new file mode 100644
index 0000000000..3c6631aebb
--- /dev/null
+++ b/api/tests/fixtures/workflow/test-answer-order.yml
@@ -0,0 +1,222 @@
+app:
+  description: 'this is a chatflow with 2 answer nodes.
+
+
+    it''s outouts should like:
+
+
+    ```
+
+    --- answer 1 ---
+
+
+    foo
+
+    --- answer 2 ---
+
+
+    <llm''s outputs>
+
+    ```'
+  icon: 🤖
+  icon_background: '#FFEAD5'
+  mode: advanced-chat
+  name: test-answer-order
+  use_icon_as_answer_icon: false
+dependencies:
+- current_identifier: null
+  type: marketplace
+  value:
+    marketplace_plugin_unique_identifier: langgenius/openai:0.2.6@e2665624a156f52160927bceac9e169bd7e5ae6b936ae82575e14c90af390e6e
+    version: null
+kind: app
+version: 0.4.0
+workflow:
+  conversation_variables: []
+  environment_variables: []
+  features:
+    file_upload:
+      allowed_file_extensions:
+      - .JPG
+      - .JPEG
+      - .PNG
+      - .GIF
+      - .WEBP
+      - .SVG
+      allowed_file_types:
+      - image
+      allowed_file_upload_methods:
+      - local_file
+      - remote_url
+      enabled: false
+      fileUploadConfig:
+        audio_file_size_limit: 50
+        batch_count_limit: 5
+        file_size_limit: 15
+        image_file_size_limit: 10
+        video_file_size_limit: 100
+        workflow_file_upload_limit: 10
+      image:
+        enabled: false
+        number_limits: 3
+        transfer_methods:
+        - local_file
+        - remote_url
+      number_limits: 3
+    opening_statement: ''
+    retriever_resource:
+      enabled: true
+    sensitive_word_avoidance:
+      enabled: false
+    speech_to_text:
+      enabled: false
+    suggested_questions: []
+    suggested_questions_after_answer:
+      enabled: false
+    text_to_speech:
+      enabled: false
+      language: ''
+      voice: ''
+  graph:
+    edges:
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: answer
+        targetType: answer
+      id: 1759052466526-source-1759052469368-target
+      source: '1759052466526'
+      sourceHandle: source
+      target: '1759052469368'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: start
+        targetType: llm
+      id: 1759052439553-source-1759052580454-target
+      source: '1759052439553'
+      sourceHandle: source
+      target: '1759052580454'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: llm
+        targetType: answer
+      id: 1759052580454-source-1759052466526-target
+      source: '1759052580454'
+      sourceHandle: source
+      target: '1759052466526'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    nodes:
+    - data:
+        selected: false
+        title: Start
+        type: start
+        variables: []
+      height: 52
+      id: '1759052439553'
+      position:
+        x: 30
+        y: 242
+      positionAbsolute:
+        x: 30
+        y: 242
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        answer: '--- answer 1 ---
+
+
+          foo
+
+          '
+        selected: false
+        title: Answer
+        type: answer
+        variables: []
+      height: 100
+      id: '1759052466526'
+      position:
+        x: 632
+        y: 242
+      positionAbsolute:
+        x: 632
+        y: 242
+      selected: true
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        answer: '--- answer 2 ---
+
+
+          {{#1759052580454.text#}}
+
+          '
+        selected: false
+        title: Answer 2
+        type: answer
+        variables: []
+      height: 103
+      id: '1759052469368'
+      position:
+        x: 934
+        y: 242
+      positionAbsolute:
+        x: 934
+        y: 242
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        context:
+          enabled: false
+          variable_selector: []
+        model:
+          completion_params:
+            temperature: 0.7
+          mode: chat
+          name: gpt-4o
+          provider: langgenius/openai/openai
+        prompt_template:
+        - id: 5c1d873b-06b2-4dce-939e-672882bbd7c0
+          role: system
+          text: ''
+        - role: user
+          text: '{{#sys.query#}}'
+        selected: false
+        title: LLM
+        type: llm
+        vision:
+          enabled: false
+      height: 88
+      id: '1759052580454'
+      position:
+        x: 332
+        y: 242
+      positionAbsolute:
+        x: 332
+        y: 242
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    viewport:
+      x: 126.2797574512839
+      y: 289.55932160537446
+      zoom: 1.0743222672006216
+  rag_pipeline_variables: []
diff --git a/api/tests/integration_tests/.env.example b/api/tests/integration_tests/.env.example
index 92df93fb13..23a0ecf714 100644
--- a/api/tests/integration_tests/.env.example
+++ b/api/tests/integration_tests/.env.example
@@ -167,7 +167,6 @@ 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
 
 # App configuration
diff --git a/api/tests/unit_tests/configs/test_dify_config.py b/api/tests/unit_tests/configs/test_dify_config.py
index fbe14f1cb5..f4e3d97719 100644
--- a/api/tests/unit_tests/configs/test_dify_config.py
+++ b/api/tests/unit_tests/configs/test_dify_config.py
@@ -40,8 +40,6 @@ def test_dify_config(monkeypatch: pytest.MonkeyPatch):
     # annotated field with configured value
     assert config.HTTP_REQUEST_MAX_WRITE_TIMEOUT == 30
 
-    assert config.WORKFLOW_PARALLEL_DEPTH_LIMIT == 3
-
     # values from pyproject.toml
     assert Version(config.project.version) >= Version("1.0.0")
 
diff --git a/api/tests/unit_tests/core/ops/test_config_entity.py b/api/tests/unit_tests/core/ops/test_config_entity.py
index 1dc380ad0b..2cbff54c42 100644
--- a/api/tests/unit_tests/core/ops/test_config_entity.py
+++ b/api/tests/unit_tests/core/ops/test_config_entity.py
@@ -329,20 +329,20 @@ class TestAliyunConfig:
         assert config.endpoint == "https://tracing-analysis-dc-hz.aliyuncs.com"
 
     def test_endpoint_validation_with_path(self):
-        """Test endpoint validation normalizes URL by removing path"""
+        """Test endpoint validation preserves path for Aliyun endpoints"""
         config = AliyunConfig(
             license_key="test_license", endpoint="https://tracing-analysis-dc-hz.aliyuncs.com/api/v1/traces"
         )
-        assert config.endpoint == "https://tracing-analysis-dc-hz.aliyuncs.com"
+        assert config.endpoint == "https://tracing-analysis-dc-hz.aliyuncs.com/api/v1/traces"
 
     def test_endpoint_validation_invalid_scheme(self):
         """Test endpoint validation rejects invalid schemes"""
-        with pytest.raises(ValidationError, match="URL scheme must be one of"):
+        with pytest.raises(ValidationError, match="URL must start with https:// or http://"):
             AliyunConfig(license_key="test_license", endpoint="ftp://invalid.tracing-analysis-dc-hz.aliyuncs.com")
 
     def test_endpoint_validation_no_scheme(self):
         """Test endpoint validation rejects URLs without scheme"""
-        with pytest.raises(ValidationError, match="URL scheme must be one of"):
+        with pytest.raises(ValidationError, match="URL must start with https:// or http://"):
             AliyunConfig(license_key="test_license", endpoint="invalid.tracing-analysis-dc-hz.aliyuncs.com")
 
     def test_license_key_required(self):
@@ -350,6 +350,23 @@ class TestAliyunConfig:
         with pytest.raises(ValidationError):
             AliyunConfig(license_key="", endpoint="https://tracing-analysis-dc-hz.aliyuncs.com")
 
+    def test_valid_endpoint_format_examples(self):
+        """Test valid endpoint format examples from comments"""
+        valid_endpoints = [
+            # cms2.0 public endpoint
+            "https://proj-xtrace-123456-cn-heyuan.cn-heyuan.log.aliyuncs.com/apm/trace/opentelemetry",
+            # cms2.0 intranet endpoint
+            "https://proj-xtrace-123456-cn-heyuan.cn-heyuan-intranet.log.aliyuncs.com/apm/trace/opentelemetry",
+            # xtrace public endpoint
+            "http://tracing-cn-heyuan.arms.aliyuncs.com",
+            # xtrace intranet endpoint
+            "http://tracing-cn-heyuan-internal.arms.aliyuncs.com",
+        ]
+
+        for endpoint in valid_endpoints:
+            config = AliyunConfig(license_key="test_license", endpoint=endpoint)
+            assert config.endpoint == endpoint
+
 
 class TestConfigIntegration:
     """Integration tests for configuration classes"""
@@ -382,7 +399,7 @@ class TestConfigIntegration:
         assert arize_config.endpoint == "https://arize.com"
         assert phoenix_with_path_config.endpoint == "https://app.phoenix.arize.com/s/dify-integration"
         assert phoenix_without_path_config.endpoint == "https://app.phoenix.arize.com"
-        assert aliyun_config.endpoint == "https://tracing-analysis-dc-hz.aliyuncs.com"
+        assert aliyun_config.endpoint == "https://tracing-analysis-dc-hz.aliyuncs.com/api/v1/traces"
 
     def test_project_default_values(self):
         """Test that project default values are set correctly"""
diff --git a/api/tests/unit_tests/core/workflow/graph_engine/test_answer_order_workflow.py b/api/tests/unit_tests/core/workflow/graph_engine/test_answer_order_workflow.py
new file mode 100644
index 0000000000..6569439b56
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/graph_engine/test_answer_order_workflow.py
@@ -0,0 +1,28 @@
+from .test_mock_config import MockConfigBuilder
+from .test_table_runner import TableTestRunner, WorkflowTestCase
+
+LLM_NODE_ID = "1759052580454"
+
+
+def test_answer_nodes_emit_in_order() -> None:
+    mock_config = (
+        MockConfigBuilder()
+        .with_llm_response("unused default")
+        .with_node_output(LLM_NODE_ID, {"text": "mocked llm text"})
+        .build()
+    )
+
+    expected_answer = "--- answer 1 ---\n\nfoo\n--- answer 2 ---\n\nmocked llm text\n"
+
+    case = WorkflowTestCase(
+        fixture_path="test-answer-order",
+        query="",
+        expected_outputs={"answer": expected_answer},
+        use_auto_mock=True,
+        mock_config=mock_config,
+    )
+
+    runner = TableTestRunner()
+    result = runner.run_test_case(case)
+
+    assert result.success, result.error
diff --git a/docker/.env.example b/docker/.env.example
index eebc18118f..c0f084796e 100644
--- a/docker/.env.example
+++ b/docker/.env.example
@@ -881,7 +881,6 @@ WORKFLOW_MAX_EXECUTION_STEPS=500
 WORKFLOW_MAX_EXECUTION_TIME=1200
 WORKFLOW_CALL_MAX_DEPTH=5
 MAX_VARIABLE_SIZE=204800
-WORKFLOW_PARALLEL_DEPTH_LIMIT=3
 WORKFLOW_FILE_UPLOAD_LIMIT=10
 
 # GraphEngine Worker Pool Configuration
diff --git a/docker/docker-compose.yaml b/docker/docker-compose.yaml
index dd3d42c0f7..2617f84e7d 100644
--- a/docker/docker-compose.yaml
+++ b/docker/docker-compose.yaml
@@ -402,7 +402,6 @@ x-shared-env: &shared-api-worker-env
   WORKFLOW_MAX_EXECUTION_TIME: ${WORKFLOW_MAX_EXECUTION_TIME:-1200}
   WORKFLOW_CALL_MAX_DEPTH: ${WORKFLOW_CALL_MAX_DEPTH:-5}
   MAX_VARIABLE_SIZE: ${MAX_VARIABLE_SIZE:-204800}
-  WORKFLOW_PARALLEL_DEPTH_LIMIT: ${WORKFLOW_PARALLEL_DEPTH_LIMIT:-3}
   WORKFLOW_FILE_UPLOAD_LIMIT: ${WORKFLOW_FILE_UPLOAD_LIMIT:-10}
   GRAPH_ENGINE_MIN_WORKERS: ${GRAPH_ENGINE_MIN_WORKERS:-1}
   GRAPH_ENGINE_MAX_WORKERS: ${GRAPH_ENGINE_MAX_WORKERS:-10}
diff --git a/sdks/python-client/dify_client/client.py b/sdks/python-client/dify_client/client.py
index 791cb98a1b..201391eae9 100644
--- a/sdks/python-client/dify_client/client.py
+++ b/sdks/python-client/dify_client/client.py
@@ -139,9 +139,9 @@ class ChatClient(DifyClient):
         data = {"user": user}
         return self._send_request("DELETE", f"/conversations/{conversation_id}", data)
 
-    def audio_to_text(self, audio_file: dict, user: str):
+    def audio_to_text(self, audio_file: IO[bytes] | tuple, user: str):
         data = {"user": user}
-        files = {"audio_file": audio_file}
+        files = {"file": audio_file}
         return self._send_request_with_files("POST", "/audio-to-text", data, files)
 
 
diff --git a/web/__tests__/document-detail-navigation-fix.test.tsx b/web/__tests__/document-detail-navigation-fix.test.tsx
index 200ed09ea9..a358744998 100644
--- a/web/__tests__/document-detail-navigation-fix.test.tsx
+++ b/web/__tests__/document-detail-navigation-fix.test.tsx
@@ -54,7 +54,7 @@ const DocumentDetailWithFix = ({ datasetId, documentId }: { datasetId: string; d
 
   return (
     <div data-testid="document-detail-fixed">
-      <button data-testid="back-button-fixed" onClick={backToPrev}>
+      <button type="button" data-testid="back-button-fixed" onClick={backToPrev}>
         Back to Documents
       </button>
       <div data-testid="document-info">
diff --git a/web/app/components/app-sidebar/app-info.tsx b/web/app/components/app-sidebar/app-info.tsx
index d22577c9ad..baf52946df 100644
--- a/web/app/components/app-sidebar/app-info.tsx
+++ b/web/app/components/app-sidebar/app-info.tsx
@@ -260,7 +260,7 @@ const AppInfo = ({ expand, onlyShowDetail = false, openState = false, onDetailEx
   return (
     <div>
       {!onlyShowDetail && (
-        <button
+        <button type="button"
           onClick={() => {
             if (isCurrentWorkspaceEditor)
               setOpen(v => !v)
diff --git a/web/app/components/app-sidebar/sidebar-animation-issues.spec.tsx b/web/app/components/app-sidebar/sidebar-animation-issues.spec.tsx
index 7c5a7ec21f..54dde5fbd4 100644
--- a/web/app/components/app-sidebar/sidebar-animation-issues.spec.tsx
+++ b/web/app/components/app-sidebar/sidebar-animation-issues.spec.tsx
@@ -51,7 +51,7 @@ const MockSidebarToggleButton = ({ expand, onToggle }: { expand: boolean; onTogg
         className="shrink-0 px-4 py-3"
         data-testid="toggle-section"
       >
-        <button
+        <button type="button"
           className='flex h-6 w-6 cursor-pointer items-center justify-center'
           onClick={onToggle}
           data-testid="toggle-button"
@@ -66,7 +66,7 @@ const MockSidebarToggleButton = ({ expand, onToggle }: { expand: boolean; onTogg
 const MockAppInfo = ({ expand }: { expand: boolean }) => {
   return (
     <div data-testid="app-info" data-expand={expand}>
-      <button className='block w-full'>
+      <button type="button" className='block w-full'>
         {/* Container with layout mode switching - reproduces issue #3 */}
         <div className={`flex rounded-lg ${expand ? 'flex-col gap-2 p-2 pb-2.5' : 'items-start justify-center gap-1 p-1'}`}>
           {/* Icon container with justify-between to flex-col switch - reproduces issue #3 */}
diff --git a/web/app/components/app/annotation/header-opts/index.tsx b/web/app/components/app/annotation/header-opts/index.tsx
index 8c0ae37c8e..024f75867c 100644
--- a/web/app/components/app/annotation/header-opts/index.tsx
+++ b/web/app/components/app/annotation/header-opts/index.tsx
@@ -100,7 +100,7 @@ const HeaderOptions: FC<Props> = ({
   const Operations = () => {
     return (
       <div className="w-full py-1">
-        <button className='mx-1 flex h-9 w-[calc(100%_-_8px)] cursor-pointer items-center space-x-2 rounded-lg px-3 py-2 hover:bg-components-panel-on-panel-item-bg-hover disabled:opacity-50' onClick={() => {
+        <button type="button" className='mx-1 flex h-9 w-[calc(100%_-_8px)] cursor-pointer items-center space-x-2 rounded-lg px-3 py-2 hover:bg-components-panel-on-panel-item-bg-hover disabled:opacity-50' onClick={() => {
           setShowBulkImportModal(true)
         }}>
           <FilePlus02 className='h-4 w-4 text-text-tertiary' />
@@ -135,17 +135,17 @@ const HeaderOptions: FC<Props> = ({
                   ...list.map(item => [item.question, item.answer]),
                 ]}
               >
-                <button disabled={annotationUnavailable} className='mx-1 flex h-9 w-[calc(100%_-_8px)] cursor-pointer items-center space-x-2 rounded-lg px-3 py-2 hover:bg-components-panel-on-panel-item-bg-hover disabled:opacity-50'>
+                <button type="button" disabled={annotationUnavailable} className='mx-1 flex h-9 w-[calc(100%_-_8px)] cursor-pointer items-center space-x-2 rounded-lg px-3 py-2 hover:bg-components-panel-on-panel-item-bg-hover disabled:opacity-50'>
                   <span className='system-sm-regular grow text-left text-text-secondary'>CSV</span>
                 </button>
               </CSVDownloader>
-              <button disabled={annotationUnavailable} className={cn('mx-1 flex h-9 w-[calc(100%_-_8px)] cursor-pointer items-center space-x-2 rounded-lg px-3 py-2 hover:bg-components-panel-on-panel-item-bg-hover disabled:opacity-50', '!border-0')} onClick={JSONLOutput}>
+              <button type="button" disabled={annotationUnavailable} className={cn('mx-1 flex h-9 w-[calc(100%_-_8px)] cursor-pointer items-center space-x-2 rounded-lg px-3 py-2 hover:bg-components-panel-on-panel-item-bg-hover disabled:opacity-50', '!border-0')} onClick={JSONLOutput}>
                 <span className='system-sm-regular grow text-left text-text-secondary'>JSONL</span>
               </button>
             </MenuItems>
           </Transition>
         </Menu>
-        <button
+        <button type="button"
           onClick={handleClearAll}
           className='mx-1 flex h-9 w-[calc(100%_-_8px)] cursor-pointer items-center space-x-2 rounded-lg px-3 py-2 text-red-600 hover:bg-red-50 disabled:opacity-50'
         >
diff --git a/web/app/components/app/configuration/config/automatic/version-selector.tsx b/web/app/components/app/configuration/config/automatic/version-selector.tsx
index b5de8b3126..c3d3e1d91c 100644
--- a/web/app/components/app/configuration/config/automatic/version-selector.tsx
+++ b/web/app/components/app/configuration/config/automatic/version-selector.tsx
@@ -5,11 +5,6 @@ import cn from '@/utils/classnames'
 import { RiArrowDownSLine, RiCheckLine } from '@remixicon/react'
 import { useTranslation } from 'react-i18next'
 
-type Option = {
-  label: string
-  value: number
-}
-
 type VersionSelectorProps = {
   versionLen: number;
   value: number;
diff --git a/web/app/components/app/create-app-modal/index.tsx b/web/app/components/app/create-app-modal/index.tsx
index cd73874c2c..3a07e6e0a1 100644
--- a/web/app/components/app/create-app-modal/index.tsx
+++ b/web/app/components/app/create-app-modal/index.tsx
@@ -141,7 +141,7 @@ function CreateApp({ onClose, onSuccess, onCreateFromTemplate, defaultAppMode }:
             </div>
             <div>
               <div className='mb-2 flex items-center'>
-                <button
+                <button type="button"
                   className='flex cursor-pointer items-center border-0 bg-transparent p-0'
                   onClick={() => setIsAppTypeExpanded(!isAppTypeExpanded)}
                 >
diff --git a/web/app/components/apps/app-card.tsx b/web/app/components/apps/app-card.tsx
index e96793ff72..cd3495e3c6 100644
--- a/web/app/components/apps/app-card.tsx
+++ b/web/app/components/apps/app-card.tsx
@@ -263,16 +263,17 @@ const AppCard = ({ app, onRefresh }: AppCardProps) => {
           <span className='system-sm-regular text-text-secondary'>{t('app.editApp')}</span>
         </button>
         <Divider className="my-1" />
-        <button className='mx-1 flex h-8 cursor-pointer items-center gap-2 rounded-lg px-3 hover:bg-state-base-hover' onClick={onClickDuplicate}>
+        <button type="button" className='mx-1 flex h-8 cursor-pointer items-center gap-2 rounded-lg px-3 hover:bg-state-base-hover' onClick={onClickDuplicate}>
           <span className='system-sm-regular text-text-secondary'>{t('app.duplicate')}</span>
         </button>
-        <button className='mx-1 flex h-8 cursor-pointer items-center gap-2 rounded-lg px-3 hover:bg-state-base-hover' onClick={onClickExport}>
+        <button type="button" className='mx-1 flex h-8 cursor-pointer items-center gap-2 rounded-lg px-3 hover:bg-state-base-hover' onClick={onClickExport}>
           <span className='system-sm-regular text-text-secondary'>{t('app.export')}</span>
         </button>
         {(app.mode === 'completion' || app.mode === 'chat') && (
           <>
             <Divider className="my-1" />
             <button
+              type="button"
               className='mx-1 flex h-8 cursor-pointer items-center rounded-lg px-3 hover:bg-state-base-hover'
               onClick={onClickSwitch}
             >
@@ -284,14 +285,14 @@ const AppCard = ({ app, onRefresh }: AppCardProps) => {
           (!systemFeatures.webapp_auth.enabled)
             ? <>
               <Divider className="my-1" />
-              <button className='mx-1 flex h-8 cursor-pointer items-center gap-2 rounded-lg px-3 hover:bg-state-base-hover' onClick={onClickInstalledApp}>
+              <button type="button" className='mx-1 flex h-8 cursor-pointer items-center gap-2 rounded-lg px-3 hover:bg-state-base-hover' onClick={onClickInstalledApp}>
                 <span className='system-sm-regular text-text-secondary'>{t('app.openInExplore')}</span>
               </button>
             </>
             : !(isGettingUserCanAccessApp || !userCanAccessApp?.result) && (
               <>
                 <Divider className="my-1" />
-                <button className='mx-1 flex h-8 cursor-pointer items-center gap-2 rounded-lg px-3 hover:bg-state-base-hover' onClick={onClickInstalledApp}>
+                <button type="button" className='mx-1 flex h-8 cursor-pointer items-center gap-2 rounded-lg px-3 hover:bg-state-base-hover' onClick={onClickInstalledApp}>
                   <span className='system-sm-regular text-text-secondary'>{t('app.openInExplore')}</span>
                 </button>
               </>
@@ -300,13 +301,14 @@ const AppCard = ({ app, onRefresh }: AppCardProps) => {
         <Divider className="my-1" />
         {
           systemFeatures.webapp_auth.enabled && isCurrentWorkspaceEditor && <>
-            <button className='mx-1 flex h-8 cursor-pointer items-center rounded-lg px-3 hover:bg-state-base-hover' onClick={onClickAccessControl}>
+            <button type="button" className='mx-1 flex h-8 cursor-pointer items-center rounded-lg px-3 hover:bg-state-base-hover' onClick={onClickAccessControl}>
               <span className='text-sm leading-5 text-text-secondary'>{t('app.accessControl')}</span>
             </button>
             <Divider className='my-1' />
           </>
         }
         <button
+          type="button"
           className='group mx-1 flex h-8 cursor-pointer items-center gap-2 rounded-lg px-3 py-[6px] hover:bg-state-destructive-hover'
           onClick={onClickDelete}
         >
diff --git a/web/app/components/apps/new-app-card.tsx b/web/app/components/apps/new-app-card.tsx
index 6ceeb47982..7a10bc8527 100644
--- a/web/app/components/apps/new-app-card.tsx
+++ b/web/app/components/apps/new-app-card.tsx
@@ -59,15 +59,16 @@ const CreateAppCard = ({
     >
       <div className='grow rounded-t-xl p-2'>
         <div className='px-6 pb-1 pt-2 text-xs font-medium leading-[18px] text-text-tertiary'>{t('app.createApp')}</div>
-        <button className='mb-1 flex w-full cursor-pointer items-center rounded-lg px-6 py-[7px] text-[13px] font-medium leading-[18px] text-text-tertiary hover:bg-state-base-hover hover:text-text-secondary' onClick={() => setShowNewAppModal(true)}>
+        <button type="button" className='mb-1 flex w-full cursor-pointer items-center rounded-lg px-6 py-[7px] text-[13px] font-medium leading-[18px] text-text-tertiary hover:bg-state-base-hover hover:text-text-secondary' onClick={() => setShowNewAppModal(true)}>
           <FilePlus01 className='mr-2 h-4 w-4 shrink-0' />
           {t('app.newApp.startFromBlank')}
         </button>
-        <button className='flex w-full cursor-pointer items-center rounded-lg px-6 py-[7px] text-[13px] font-medium leading-[18px] text-text-tertiary hover:bg-state-base-hover hover:text-text-secondary' onClick={() => setShowNewAppTemplateDialog(true)}>
+        <button type="button" className='flex w-full cursor-pointer items-center rounded-lg px-6 py-[7px] text-[13px] font-medium leading-[18px] text-text-tertiary hover:bg-state-base-hover hover:text-text-secondary' onClick={() => setShowNewAppTemplateDialog(true)}>
           <FilePlus02 className='mr-2 h-4 w-4 shrink-0' />
           {t('app.newApp.startFromTemplate')}
         </button>
         <button
+          type="button"
           onClick={() => setShowCreateFromDSLModal(true)}
           className='flex w-full cursor-pointer items-center rounded-lg px-6 py-[7px] text-[13px] font-medium leading-[18px] text-text-tertiary hover:bg-state-base-hover hover:text-text-secondary'>
           <FileArrow01 className='mr-2 h-4 w-4 shrink-0' />
diff --git a/web/app/components/base/app-icon-picker/ImageInput.tsx b/web/app/components/base/app-icon-picker/ImageInput.tsx
index 8d9ca50763..a074c8afac 100644
--- a/web/app/components/base/app-icon-picker/ImageInput.tsx
+++ b/web/app/components/base/app-icon-picker/ImageInput.tsx
@@ -106,7 +106,7 @@ const ImageInput: FC<UploaderProps> = ({
               <ImagePlus className="pointer-events-none mb-3 h-[30px] w-[30px]" />
               <div className="mb-[2px] text-sm font-medium">
                 <span className="pointer-events-none">{t('common.imageInput.dropImageHere')}&nbsp;</span>
-                <button className="text-components-button-primary-bg" onClick={() => inputRef.current?.click()}>{t('common.imageInput.browse')}</button>
+                <button type="button" className="text-components-button-primary-bg" onClick={() => inputRef.current?.click()}>{t('common.imageInput.browse')}</button>
                 <input
                   ref={inputRef} type="file" className="hidden"
                   onClick={e => ((e.target as HTMLInputElement).value = '')}
diff --git a/web/app/components/base/app-icon-picker/index.tsx b/web/app/components/base/app-icon-picker/index.tsx
index a8de07bf6b..3deb6a6c8f 100644
--- a/web/app/components/base/app-icon-picker/index.tsx
+++ b/web/app/components/base/app-icon-picker/index.tsx
@@ -117,7 +117,7 @@ const AppIconPicker: FC<AppIconPickerProps> = ({
     {!DISABLE_UPLOAD_IMAGE_AS_ICON && <div className="w-full p-2 pb-0">
       <div className='flex items-center justify-center gap-2 rounded-xl bg-background-body p-1 text-text-primary'>
         {tabs.map(tab => (
-          <button
+          <button type="button"
             key={tab.key}
             className={cn(
               'system-sm-medium flex h-8 flex-1 shrink-0 items-center justify-center rounded-lg p-2 text-text-tertiary',
diff --git a/web/app/components/base/audio-btn/index.tsx b/web/app/components/base/audio-btn/index.tsx
index 2a54a8ed73..d83a2beb91 100644
--- a/web/app/components/base/audio-btn/index.tsx
+++ b/web/app/components/base/audio-btn/index.tsx
@@ -85,7 +85,7 @@ const AudioBtn = ({
       <Tooltip
         popupContent={tooltipContent}
       >
-        <button
+        <button type="button"
           disabled={audioState === 'loading'}
           className={`box-border flex h-6 w-6 cursor-pointer items-center justify-center ${isAudition ? 'p-0.5' : 'rounded-md bg-white p-0'}`}
           onClick={handleToggle}
diff --git a/web/app/components/base/audio-gallery/AudioPlayer.tsx b/web/app/components/base/audio-gallery/AudioPlayer.tsx
index 67ded638a1..cad7adac02 100644
--- a/web/app/components/base/audio-gallery/AudioPlayer.tsx
+++ b/web/app/components/base/audio-gallery/AudioPlayer.tsx
@@ -288,7 +288,7 @@ const AudioPlayer: React.FC<AudioPlayerProps> = ({ src }) => {
   return (
     <div className='flex h-9 min-w-[240px] max-w-[420px] items-end gap-2 rounded-[10px] border border-components-panel-border-subtle bg-components-chat-input-audio-bg-alt p-2 shadow-xs backdrop-blur-sm'>
       <audio ref={audioRef} src={src} preload="auto"/>
-      <button className='inline-flex shrink-0 cursor-pointer items-center justify-center border-none text-text-accent transition-all hover:text-text-accent-secondary disabled:text-components-button-primary-bg-disabled' onClick={togglePlay} disabled={!isAudioAvailable}>
+      <button type="button" className='inline-flex shrink-0 cursor-pointer items-center justify-center border-none text-text-accent transition-all hover:text-text-accent-secondary disabled:text-components-button-primary-bg-disabled' onClick={togglePlay} disabled={!isAudioAvailable}>
         {isPlaying
           ? (
             <RiPauseCircleFill className='h-5 w-5' />
diff --git a/web/app/components/base/chat/chat/content-switch.tsx b/web/app/components/base/chat/chat/content-switch.tsx
index cf428f4cb4..948c08186f 100644
--- a/web/app/components/base/chat/chat/content-switch.tsx
+++ b/web/app/components/base/chat/chat/content-switch.tsx
@@ -16,7 +16,7 @@ export default function ContentSwitch({
   return (
     count && count > 1 && currentIndex !== undefined && (
       <div className="flex items-center justify-center pt-3.5 text-sm">
-        <button
+        <button type="button"
           className={`${prevDisabled ? 'opacity-30' : 'opacity-100'}`}
           disabled={prevDisabled}
           onClick={() => !prevDisabled && switchSibling('prev')}
@@ -26,7 +26,7 @@ export default function ContentSwitch({
         <span className="px-2 text-xs text-text-primary">
           {currentIndex + 1} / {count}
         </span>
-        <button
+        <button type="button"
           className={`${nextDisabled ? 'opacity-30' : 'opacity-100'}`}
           disabled={nextDisabled}
           onClick={() => !nextDisabled && switchSibling('next')}
diff --git a/web/app/components/base/date-and-time-picker/calendar/item.tsx b/web/app/components/base/date-and-time-picker/calendar/item.tsx
index 20e0b84aa4..1da8b9b3b5 100644
--- a/web/app/components/base/date-and-time-picker/calendar/item.tsx
+++ b/web/app/components/base/date-and-time-picker/calendar/item.tsx
@@ -13,7 +13,7 @@ const Item: FC<CalendarItemProps> = ({
   const isToday = date.isSame(dayjs(), 'date')
 
   return (
-    <button
+    <button type="button"
       onClick={() => onClick(date)}
       className={cn(
         'system-sm-medium relative flex items-center justify-center rounded-lg px-1 py-2',
diff --git a/web/app/components/base/date-and-time-picker/date-picker/header.tsx b/web/app/components/base/date-and-time-picker/date-picker/header.tsx
index 2631cdb5bc..80b7110e50 100644
--- a/web/app/components/base/date-and-time-picker/date-picker/header.tsx
+++ b/web/app/components/base/date-and-time-picker/date-picker/header.tsx
@@ -14,7 +14,7 @@ const Header: FC<DatePickerHeaderProps> = ({
   return (
     <div className='mx-2 mt-2 flex items-center'>
       <div className='flex-1'>
-        <button
+        <button type="button"
           onClick={handleOpenYearMonthPicker}
           className='system-md-semibold flex items-center gap-x-0.5 rounded-lg px-2 py-1.5 text-text-primary hover:bg-state-base-hover'
         >
@@ -22,13 +22,13 @@ const Header: FC<DatePickerHeaderProps> = ({
           <RiArrowDownSLine className='h-4 w-4 text-text-tertiary' />
         </button>
       </div>
-      <button
+      <button type="button"
         onClick={onClickPrevMonth}
         className='rounded-lg p-1.5 hover:bg-state-base-hover'
       >
         <RiArrowUpSLine className='h-[18px] w-[18px] text-text-secondary' />
       </button>
-      <button
+      <button type="button"
         onClick={onClickNextMonth}
         className='rounded-lg p-1.5 hover:bg-state-base-hover'
       >
diff --git a/web/app/components/base/date-and-time-picker/year-and-month-picker/header.tsx b/web/app/components/base/date-and-time-picker/year-and-month-picker/header.tsx
index 63923e6f5c..86407d2326 100644
--- a/web/app/components/base/date-and-time-picker/year-and-month-picker/header.tsx
+++ b/web/app/components/base/date-and-time-picker/year-and-month-picker/header.tsx
@@ -13,7 +13,7 @@ const Header: FC<YearAndMonthPickerHeaderProps> = ({
   return (
     <div className='flex border-b-[0.5px] border-divider-regular p-2 pb-1'>
       {/* Year and Month */}
-      <button
+      <button type="button"
         onClick={onClick}
         className='system-md-semibold flex items-center gap-x-0.5 rounded-lg px-2 py-1.5 text-text-primary hover:bg-state-base-hover'
       >
diff --git a/web/app/components/base/file-uploader/store.tsx b/web/app/components/base/file-uploader/store.tsx
index cddfdf6f27..7f7cfd5693 100644
--- a/web/app/components/base/file-uploader/store.tsx
+++ b/web/app/components/base/file-uploader/store.tsx
@@ -1,6 +1,7 @@
 import {
   createContext,
   useContext,
+  useEffect,
   useRef,
 } from 'react'
 import {
@@ -18,13 +19,11 @@ type Shape = {
 
 export const createFileStore = (
   value: FileEntity[] = [],
-  onChange?: (files: FileEntity[]) => void,
 ) => {
   return create<Shape>(set => ({
     files: value ? [...value] : [],
     setFiles: (files) => {
       set({ files })
-      onChange?.(files)
     },
   }))
 }
@@ -55,9 +54,35 @@ export const FileContextProvider = ({
   onChange,
 }: FileProviderProps) => {
   const storeRef = useRef<FileStore | undefined>(undefined)
+  const onChangeRef = useRef<FileProviderProps['onChange']>(onChange)
+  const isSyncingRef = useRef(false)
 
   if (!storeRef.current)
-    storeRef.current = createFileStore(value, onChange)
+    storeRef.current = createFileStore(value)
+
+  // keep latest onChange
+  useEffect(() => {
+    onChangeRef.current = onChange
+  }, [onChange])
+
+  // subscribe to store changes and call latest onChange
+  useEffect(() => {
+    const store = storeRef.current!
+    const unsubscribe = store.subscribe((state: Shape) => {
+      if (isSyncingRef.current) return
+      onChangeRef.current?.(state.files)
+    })
+    return unsubscribe
+  }, [])
+
+  // sync external value into internal store when value changes
+  useEffect(() => {
+    const store = storeRef.current!
+    const nextFiles = value ? [...value] : []
+    isSyncingRef.current = true
+    store.setState({ files: nextFiles })
+    isSyncingRef.current = false
+  }, [value])
 
   return (
     <FileContext.Provider value={storeRef.current}>
diff --git a/web/app/components/base/mermaid/index.tsx b/web/app/components/base/mermaid/index.tsx
index c1deab6e09..9b324349f8 100644
--- a/web/app/components/base/mermaid/index.tsx
+++ b/web/app/components/base/mermaid/index.tsx
@@ -541,7 +541,7 @@ const Flowchart = (props: FlowchartProps) => {
       {svgString && (
         <div className={themeClasses.mermaidDiv} style={{ objectFit: 'cover' }} onClick={handlePreviewClick}>
           <div className="absolute bottom-2 left-2 z-[100]">
-            <button
+            <button type="button"
               onClick={(e) => {
                 e.stopPropagation()
                 toggleTheme()
diff --git a/web/app/components/base/pagination/pagination.tsx b/web/app/components/base/pagination/pagination.tsx
index 6b99dcf9c0..07ace7bcf2 100644
--- a/web/app/components/base/pagination/pagination.tsx
+++ b/web/app/components/base/pagination/pagination.tsx
@@ -30,7 +30,7 @@ export const PrevButton = ({
   className,
   children,
   dataTestId,
-  as = <button />,
+  as = <button type="button" />,
   ...buttonProps
 }: ButtonProps) => {
   const pagination = React.useContext(PaginationContext)
@@ -65,7 +65,7 @@ export const NextButton = ({
   className,
   children,
   dataTestId,
-  as = <button />,
+  as = <button type="button" />,
   ...buttonProps
 }: ButtonProps) => {
   const pagination = React.useContext(PaginationContext)
diff --git a/web/app/components/base/select/locale-signin.tsx b/web/app/components/base/select/locale-signin.tsx
index 4ce6025edd..2d487c4be3 100644
--- a/web/app/components/base/select/locale-signin.tsx
+++ b/web/app/components/base/select/locale-signin.tsx
@@ -39,7 +39,7 @@ export default function LocaleSigninSelect({
             <div className="max-h-96 overflow-y-auto px-1 py-1 [mask-image:linear-gradient(to_bottom,transparent_0px,black_8px,black_calc(100%-8px),transparent_100%)]">
               {items.map((item) => {
                 return <MenuItem key={item.value}>
-                  <button
+                  <button type="button"
                     className={'group flex w-full items-center rounded-lg px-3 py-2 text-sm text-text-secondary data-[active]:bg-state-base-hover'}
                     onClick={(evt) => {
                       evt.preventDefault()
diff --git a/web/app/components/base/select/locale.tsx b/web/app/components/base/select/locale.tsx
index 8981f09ce3..cc5662f53b 100644
--- a/web/app/components/base/select/locale.tsx
+++ b/web/app/components/base/select/locale.tsx
@@ -39,7 +39,7 @@ export default function Select({
             <div className="px-1 py-1 ">
               {items.map((item) => {
                 return <MenuItem key={item.value}>
-                  <button
+                  <button type="button"
                     className={'group flex w-full items-center rounded-lg px-3 py-2 text-sm text-text-secondary data-[active]:bg-state-base-hover'}
                     onClick={(evt) => {
                       evt.preventDefault()
diff --git a/web/app/components/base/theme-selector.tsx b/web/app/components/base/theme-selector.tsx
index 8dfe1d2602..c6978960be 100644
--- a/web/app/components/base/theme-selector.tsx
+++ b/web/app/components/base/theme-selector.tsx
@@ -54,7 +54,7 @@ export default function ThemeSelector() {
       </PortalToFollowElemTrigger>
       <PortalToFollowElemContent className='z-[1000]'>
         <div className='flex w-[144px] flex-col items-start rounded-xl border-[0.5px] border-components-panel-border bg-components-panel-bg-blur p-1 shadow-lg'>
-          <button
+          <button type="button"
             className='flex w-full items-center gap-1 rounded-lg px-2 py-1.5 text-text-secondary hover:bg-state-base-hover'
             onClick={() => handleThemeChange('light')}
           >
@@ -66,7 +66,7 @@ export default function ThemeSelector() {
               <RiCheckLine className='h-4 w-4 text-text-accent' />
             </div>}
           </button>
-          <button
+          <button type="button"
             className='flex w-full items-center gap-1 rounded-lg px-2 py-1.5 text-text-secondary hover:bg-state-base-hover'
             onClick={() => handleThemeChange('dark')}
           >
@@ -78,7 +78,7 @@ export default function ThemeSelector() {
               <RiCheckLine className='h-4 w-4 text-text-accent' />
             </div>}
           </button>
-          <button
+          <button type="button"
             className='flex w-full items-center gap-1 rounded-lg px-2 py-1.5 text-text-secondary hover:bg-state-base-hover'
             onClick={() => handleThemeChange('system')}
           >
diff --git a/web/app/components/base/toast/index.spec.tsx b/web/app/components/base/toast/index.spec.tsx
index 2dac8d27ff..97540cf5b1 100644
--- a/web/app/components/base/toast/index.spec.tsx
+++ b/web/app/components/base/toast/index.spec.tsx
@@ -13,10 +13,10 @@ const TestComponent = () => {
 
   return (
     <div>
-      <button onClick={() => notify({ message: 'Notification message', type: 'info' })}>
+      <button type="button" onClick={() => notify({ message: 'Notification message', type: 'info' })}>
         Show Toast
       </button>
-      <button onClick={close}>Close Toast</button>
+      <button type="button" onClick={close}>Close Toast</button>
     </div>
   )
 }
diff --git a/web/app/components/base/video-gallery/VideoPlayer.tsx b/web/app/components/base/video-gallery/VideoPlayer.tsx
index d7c86a1af9..c2fcd6ee8d 100644
--- a/web/app/components/base/video-gallery/VideoPlayer.tsx
+++ b/web/app/components/base/video-gallery/VideoPlayer.tsx
@@ -234,13 +234,13 @@ const VideoPlayer: React.FC<VideoPlayerProps> = ({ src }) => {
           </div>
           <div className={styles.controlsContent}>
             <div className={styles.leftControls}>
-              <button className={styles.playPauseButton} onClick={togglePlayPause}>
+              <button type="button" className={styles.playPauseButton} onClick={togglePlayPause}>
                 {isPlaying ? <PauseIcon /> : <PlayIcon />}
               </button>
               {!isSmallSize && (<span className={styles.time}>{formatTime(currentTime)} / {formatTime(duration)}</span>)}
             </div>
             <div className={styles.rightControls}>
-              <button className={styles.muteButton} onClick={toggleMute}>
+              <button type="button" className={styles.muteButton} onClick={toggleMute}>
                 {isMuted ? <UnmuteIcon /> : <MuteIcon />}
               </button>
               {!isSmallSize && (
@@ -264,7 +264,7 @@ const VideoPlayer: React.FC<VideoPlayerProps> = ({ src }) => {
                   </div>
                 </div>
               )}
-              <button className={styles.fullscreenButton} onClick={toggleFullscreen}>
+              <button type="button" className={styles.fullscreenButton} onClick={toggleFullscreen}>
                 <FullscreenIcon />
               </button>
             </div>
diff --git a/web/app/components/billing/pricing/plans/self-hosted-plan-item/button.tsx b/web/app/components/billing/pricing/plans/self-hosted-plan-item/button.tsx
index 5308490d79..ffa4dbcb65 100644
--- a/web/app/components/billing/pricing/plans/self-hosted-plan-item/button.tsx
+++ b/web/app/components/billing/pricing/plans/self-hosted-plan-item/button.tsx
@@ -31,7 +31,7 @@ const Button = ({
   }, [theme])
 
   return (
-    <button
+    <button type="button"
       className={cn(
         'system-xl-semibold flex items-center gap-x-2 py-3 pl-5 pr-4',
         BUTTON_CLASSNAME[plan],
diff --git a/web/app/components/datasets/create-from-pipeline/list/template-card/edit-pipeline-info.tsx b/web/app/components/datasets/create-from-pipeline/list/template-card/edit-pipeline-info.tsx
index 411611bcfc..86e0c0d1ce 100644
--- a/web/app/components/datasets/create-from-pipeline/list/template-card/edit-pipeline-info.tsx
+++ b/web/app/components/datasets/create-from-pipeline/list/template-card/edit-pipeline-info.tsx
@@ -99,7 +99,7 @@ const EditPipelineInfo = ({
           {t('datasetPipeline.editPipelineInfo')}
         </span>
       </div>
-      <button
+      <button type="button"
         className='absolute right-5 top-5 flex size-8 items-center justify-center'
         onClick={onClose}
       >
diff --git a/web/app/components/datasets/create/website/index.tsx b/web/app/components/datasets/create/website/index.tsx
index 80d6b52315..7190ca3228 100644
--- a/web/app/components/datasets/create/website/index.tsx
+++ b/web/app/components/datasets/create/website/index.tsx
@@ -61,7 +61,7 @@ const Website: FC<Props> = ({
           {t('datasetCreation.stepOne.website.chooseProvider')}
         </div>
         <div className='flex space-x-2'>
-          {ENABLE_WEBSITE_JINAREADER && <button
+          {ENABLE_WEBSITE_JINAREADER && <button type="button"
             className={cn('flex items-center justify-center rounded-lg px-4 py-2',
               selectedProvider === DataSourceProvider.jinaReader
                 ? 'system-sm-medium border-[1.5px] border-components-option-card-option-selected-border bg-components-option-card-option-selected-bg text-text-primary'
@@ -76,7 +76,7 @@ const Website: FC<Props> = ({
             <span className={cn(s.jinaLogo, 'mr-2')} />
             <span>Jina Reader</span>
           </button>}
-          {ENABLE_WEBSITE_FIRECRAWL && <button
+          {ENABLE_WEBSITE_FIRECRAWL && <button type="button"
             className={cn('rounded-lg px-4 py-2',
               selectedProvider === DataSourceProvider.fireCrawl
                 ? 'system-sm-medium border-[1.5px] border-components-option-card-option-selected-border bg-components-option-card-option-selected-bg text-text-primary'
@@ -90,7 +90,7 @@ const Website: FC<Props> = ({
           >
             🔥 Firecrawl
           </button>}
-          {ENABLE_WEBSITE_WATERCRAWL && <button
+          {ENABLE_WEBSITE_WATERCRAWL && <button type="button"
             className={cn('flex items-center justify-center rounded-lg px-4 py-2',
               selectedProvider === DataSourceProvider.waterCrawl
                 ? 'system-sm-medium border-[1.5px] border-components-option-card-option-selected-border bg-components-option-card-option-selected-bg text-text-primary'
diff --git a/web/app/components/datasets/documents/detail/index.tsx b/web/app/components/datasets/documents/detail/index.tsx
index f23412db3c..b4f47253fb 100644
--- a/web/app/components/datasets/documents/detail/index.tsx
+++ b/web/app/components/datasets/documents/detail/index.tsx
@@ -200,7 +200,7 @@ const DocumentDetail: FC<DocumentDetailProps> = ({ datasetId, documentId }) => {
               onUpdate={handleOperate}
               className='!w-[200px]'
             />
-            <button
+            <button type="button"
               className={style.layoutRightIcon}
               onClick={() => setShowMetadata(!showMetadata)}
             >
diff --git a/web/app/components/datasets/documents/detail/metadata/index.tsx b/web/app/components/datasets/documents/detail/metadata/index.tsx
index 54587dede6..4cb5fe97e9 100644
--- a/web/app/components/datasets/documents/detail/metadata/index.tsx
+++ b/web/app/components/datasets/documents/detail/metadata/index.tsx
@@ -107,7 +107,7 @@ const IconButton: FC<{
     <Tooltip
       popupContent={metadataMap[type].text}
     >
-      <button className={cn(s.iconWrapper, 'group', isChecked ? s.iconCheck : '')}>
+      <button type="button" className={cn(s.iconWrapper, 'group', isChecked ? s.iconCheck : '')}>
         <TypeIcon
           iconName={metadataMap[type].iconName || ''}
           className={`group-hover:bg-primary-600 ${isChecked ? '!bg-primary-600' : ''}`}
diff --git a/web/app/components/datasets/documents/operations.tsx b/web/app/components/datasets/documents/operations.tsx
index c1a27d3af8..4c23b700db 100644
--- a/web/app/components/datasets/documents/operations.tsx
+++ b/web/app/components/datasets/documents/operations.tsx
@@ -177,7 +177,7 @@ const Operations = ({
           popupClassName='text-text-secondary system-xs-medium'
           needsDelay={false}
         >
-          <button
+          <button type="button"
             className={cn('mr-2 cursor-pointer rounded-lg',
               !isListScene
                 ? 'border-[0.5px] border-components-button-secondary-border bg-components-button-secondary-bg p-2 shadow-xs shadow-shadow-shadow-3 backdrop-blur-[5px] hover:border-components-button-secondary-border-hover hover:bg-components-button-secondary-bg-hover'
diff --git a/web/app/components/datasets/list/dataset-card/index.tsx b/web/app/components/datasets/list/dataset-card/index.tsx
index f95e7b2199..db8ee0226d 100644
--- a/web/app/components/datasets/list/dataset-card/index.tsx
+++ b/web/app/components/datasets/list/dataset-card/index.tsx
@@ -11,9 +11,6 @@ import cn from '@/utils/classnames'
 import { useHover } from 'ahooks'
 import { RiFileTextFill, RiMoreFill, RiRobot2Fill } from '@remixicon/react'
 import Tooltip from '@/app/components/base/tooltip'
-import { useGetLanguage } from '@/context/i18n'
-import dayjs from 'dayjs'
-import relativeTime from 'dayjs/plugin/relativeTime'
 import { checkIsUsedInApp, deleteDataset } from '@/service/datasets'
 import RenameDatasetModal from '../../rename-modal'
 import Confirm from '@/app/components/base/confirm'
@@ -24,7 +21,7 @@ import AppIcon from '@/app/components/base/app-icon'
 import CornerLabel from '@/app/components/base/corner-label'
 import { DOC_FORM_ICON_WITH_BG, DOC_FORM_TEXT } from '@/models/datasets'
 import { useExportPipelineDSL } from '@/service/use-pipeline'
-dayjs.extend(relativeTime)
+import { useFormatTimeFromNow } from '@/hooks/use-format-time-from-now'
 
 const EXTERNAL_PROVIDER = 'external'
 
@@ -87,10 +84,7 @@ const DatasetCard = ({
       return t('dataset.partialEnabled', { count: dataset.document_count, num: availableDocCount })
   }, [t, dataset.document_count, dataset.total_available_documents])
 
-  const language = useGetLanguage()
-  const formatTimeFromNow = useCallback((time: number) => {
-    return dayjs(time * 1_000).locale(language === 'zh_Hans' ? 'zh-cn' : language.replace('_', '-')).fromNow()
-  }, [language])
+  const { formatTimeFromNow } = useFormatTimeFromNow()
 
   const openRenameModal = useCallback(() => {
     setShowRenameModal(true)
@@ -269,7 +263,7 @@ const DatasetCard = ({
             </Tooltip>
           )}
           <span className='system-xs-regular text-divider-deep'>/</span>
-          <span className='system-xs-regular'>{`${t('dataset.updated')} ${formatTimeFromNow(dataset.updated_at)}`}</span>
+          <span className='system-xs-regular'>{`${t('dataset.updated')} ${formatTimeFromNow(dataset.updated_at * 1000)}`}</span>
         </div>
         <div className='absolute right-2 top-2 z-[5] hidden group-hover:block'>
           <CustomPopover
diff --git a/web/app/components/develop/code.tsx b/web/app/components/develop/code.tsx
index ee67921031..eadc87a5ca 100644
--- a/web/app/components/develop/code.tsx
+++ b/web/app/components/develop/code.tsx
@@ -13,17 +13,6 @@ import classNames from '@/utils/classnames'
 import { writeTextToClipboard } from '@/utils/clipboard'
 import type { PropsWithChildren, ReactElement, ReactNode } from 'react'
 
-const languageNames = {
-  js: 'JavaScript',
-  ts: 'TypeScript',
-  javascript: 'JavaScript',
-  typescript: 'TypeScript',
-  php: 'PHP',
-  python: 'Python',
-  ruby: 'Ruby',
-  go: 'Go',
-} as { [key: string]: string }
-
 type IChildrenProps = {
   children: React.ReactNode
   [key: string]: any
diff --git a/web/app/components/develop/doc.tsx b/web/app/components/develop/doc.tsx
index ef5e7022c1..82b6b00e44 100644
--- a/web/app/components/develop/doc.tsx
+++ b/web/app/components/develop/doc.tsx
@@ -168,7 +168,7 @@ const Doc = ({ appDetail }: IDocProps) => {
                 <span className="text-xs font-medium uppercase tracking-wide text-text-tertiary">
                   {t('appApi.develop.toc')}
                 </span>
-                <button
+                <button type="button"
                   onClick={() => setIsTocExpanded(false)}
                   className="group flex h-6 w-6 items-center justify-center rounded-md transition-colors hover:bg-state-base-hover"
                   aria-label="Close"
@@ -224,7 +224,7 @@ const Doc = ({ appDetail }: IDocProps) => {
             </nav>
           )
           : (
-            <button
+            <button type="button"
               onClick={() => setIsTocExpanded(true)}
               className="group flex h-11 w-11 items-center justify-center rounded-full border-[0.5px] border-components-panel-border bg-components-panel-bg shadow-lg transition-all duration-150 hover:bg-background-default-hover hover:shadow-xl"
               aria-label="Open table of contents"
diff --git a/web/app/components/explore/sidebar/index.tsx b/web/app/components/explore/sidebar/index.tsx
index c5866c31d4..2173f0fcb7 100644
--- a/web/app/components/explore/sidebar/index.tsx
+++ b/web/app/components/explore/sidebar/index.tsx
@@ -26,18 +26,6 @@ const DiscoveryIcon = () => (
   </svg>
 )
 
-const SelectedChatIcon = () => (
-  <svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg">
-    <path fillRule="evenodd" clipRule="evenodd" d="M8.00016 1.3335C4.31826 1.3335 1.3335 4.31826 1.3335 8.00016C1.3335 8.88571 1.50651 9.7325 1.8212 10.5074C1.84962 10.5773 1.86597 10.6178 1.87718 10.6476L1.88058 10.6568L1.88016 10.66C1.87683 10.6846 1.87131 10.7181 1.86064 10.7821L1.46212 13.1732C1.44424 13.2803 1.42423 13.4001 1.41638 13.5041C1.40782 13.6176 1.40484 13.7981 1.48665 13.9888C1.58779 14.2246 1.77569 14.4125 2.0115 14.5137C2.20224 14.5955 2.38274 14.5925 2.49619 14.5839C2.60025 14.5761 2.72006 14.5561 2.82715 14.5382L5.2182 14.1397C5.28222 14.129 5.31576 14.1235 5.34036 14.1202L5.34353 14.1197L5.35274 14.1231C5.38258 14.1344 5.42298 14.1507 5.49297 14.1791C6.26783 14.4938 7.11462 14.6668 8.00016 14.6668C11.6821 14.6668 14.6668 11.6821 14.6668 8.00016C14.6668 4.31826 11.6821 1.3335 8.00016 1.3335ZM4.00016 8.00016C4.00016 7.44788 4.44788 7.00016 5.00016 7.00016C5.55245 7.00016 6.00016 7.44788 6.00016 8.00016C6.00016 8.55245 5.55245 9.00016 5.00016 9.00016C4.44788 9.00016 4.00016 8.55245 4.00016 8.00016ZM7.00016 8.00016C7.00016 7.44788 7.44788 7.00016 8.00016 7.00016C8.55245 7.00016 9.00016 7.44788 9.00016 8.00016C9.00016 8.55245 8.55245 9.00016 8.00016 9.00016C7.44788 9.00016 7.00016 8.55245 7.00016 8.00016ZM11.0002 7.00016C10.4479 7.00016 10.0002 7.44788 10.0002 8.00016C10.0002 8.55245 10.4479 9.00016 11.0002 9.00016C11.5524 9.00016 12.0002 8.55245 12.0002 8.00016C12.0002 7.44788 11.5524 7.00016 11.0002 7.00016Z" fill="#155EEF" />
-  </svg>
-)
-
-const ChatIcon = () => (
-  <svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg">
-    <path d="M5 8H5.00667M8 8H8.00667M11 8H11.0067M8 14C11.3137 14 14 11.3137 14 8C14 4.68629 11.3137 2 8 2C4.68629 2 2 4.68629 2 8C2 8.7981 2.15582 9.5598 2.43871 10.2563C2.49285 10.3897 2.51992 10.4563 2.532 10.5102C2.54381 10.5629 2.54813 10.6019 2.54814 10.6559C2.54814 10.7111 2.53812 10.7713 2.51807 10.8916L2.12275 13.2635C2.08135 13.5119 2.06065 13.6361 2.09917 13.7259C2.13289 13.8045 2.19552 13.8671 2.27412 13.9008C2.36393 13.9393 2.48812 13.9186 2.73651 13.8772L5.10843 13.4819C5.22872 13.4619 5.28887 13.4519 5.34409 13.4519C5.3981 13.4519 5.43711 13.4562 5.48981 13.468C5.54369 13.4801 5.61035 13.5072 5.74366 13.5613C6.4402 13.8442 7.2019 14 8 14ZM5.33333 8C5.33333 8.1841 5.1841 8.33333 5 8.33333C4.81591 8.33333 4.66667 8.1841 4.66667 8C4.66667 7.81591 4.81591 7.66667 5 7.66667C5.1841 7.66667 5.33333 7.81591 5.33333 8ZM8.33333 8C8.33333 8.1841 8.1841 8.33333 8 8.33333C7.81591 8.33333 7.66667 8.1841 7.66667 8C7.66667 7.81591 7.81591 7.66667 8 7.66667C8.1841 7.66667 8.33333 7.81591 8.33333 8ZM11.3333 8C11.3333 8.1841 11.1841 8.33333 11 8.33333C10.8159 8.33333 10.6667 8.1841 10.6667 8C10.6667 7.81591 10.8159 7.66667 11 7.66667C11.1841 7.66667 11.3333 7.81591 11.3333 8Z" stroke="#344054" stroke-width="1.25" stroke-linecap="round" stroke-linejoin="round" />
-  </svg>
-)
-
 export type IExploreSideBarProps = {
   controlUpdateInstalledApps: number
 }
diff --git a/web/app/components/header/account-setting/members-page/operation/index.tsx b/web/app/components/header/account-setting/members-page/operation/index.tsx
index 46f842dd4b..b06ec63228 100644
--- a/web/app/components/header/account-setting/members-page/operation/index.tsx
+++ b/web/app/components/header/account-setting/members-page/operation/index.tsx
@@ -33,13 +33,13 @@ const Operation = ({
   const roleList = useMemo(() => {
     if (operatorRole === 'owner') {
       return [
-        ...['admin', 'editor', 'normal'],
+        'admin', 'editor', 'normal',
         ...(datasetOperatorEnabled ? ['dataset_operator'] : []),
       ]
     }
     if (operatorRole === 'admin') {
       return [
-        ...['editor', 'normal'],
+        'editor', 'normal',
         ...(datasetOperatorEnabled ? ['dataset_operator'] : []),
       ]
     }
diff --git a/web/app/components/rag-pipeline/components/panel/input-field/index.tsx b/web/app/components/rag-pipeline/components/panel/input-field/index.tsx
index eec18bb471..da00433f30 100644
--- a/web/app/components/rag-pipeline/components/panel/input-field/index.tsx
+++ b/web/app/components/rag-pipeline/components/panel/input-field/index.tsx
@@ -102,7 +102,7 @@ const InputFieldPanel = () => {
   return (
     <div className='mr-1 flex h-full w-[400px] flex-col rounded-2xl border-y-[0.5px] border-l-[0.5px] border-components-panel-border bg-components-panel-bg-alt shadow-xl shadow-shadow-shadow-5'>
       <div className='flex shrink-0 items-center p-4 pb-0'>
-        <div className='system-xl-semibold grow'>
+        <div className='system-xl-semibold grow text-text-primary'>
           {t('datasetPipeline.inputFieldPanel.title')}
         </div>
         <Button
diff --git a/web/app/components/rag-pipeline/components/rag-pipeline-header/publisher/popup.tsx b/web/app/components/rag-pipeline/components/rag-pipeline-header/publisher/popup.tsx
index c50f027e99..42ca643cb0 100644
--- a/web/app/components/rag-pipeline/components/rag-pipeline-header/publisher/popup.tsx
+++ b/web/app/components/rag-pipeline/components/rag-pipeline-header/publisher/popup.tsx
@@ -21,7 +21,6 @@ import {
 import Button from '@/app/components/base/button'
 import {
   useChecklistBeforePublish,
-  useFormatTimeFromNow,
 } from '@/app/components/workflow/hooks'
 import Divider from '@/app/components/base/divider'
 import { getKeyboardKeyCodeBySystem, getKeyboardKeyNameBySystem } from '@/app/components/workflow/utils'
@@ -47,6 +46,7 @@ import { SparklesSoft } from '@/app/components/base/icons/src/public/common'
 import { useModalContextSelector } from '@/context/modal-context'
 import Link from 'next/link'
 import { useDatasetApiAccessUrl } from '@/hooks/use-api-access-url'
+import { useFormatTimeFromNow } from '@/hooks/use-format-time-from-now'
 
 const PUBLISH_SHORTCUT = ['ctrl', '⇧', 'P']
 
diff --git a/web/app/components/rag-pipeline/hooks/use-pipeline-config.ts b/web/app/components/rag-pipeline/hooks/use-pipeline-config.ts
index 5f0daf29ce..38168d1e93 100644
--- a/web/app/components/rag-pipeline/hooks/use-pipeline-config.ts
+++ b/web/app/components/rag-pipeline/hooks/use-pipeline-config.ts
@@ -14,16 +14,6 @@ export const usePipelineConfig = () => {
   const pipelineId = useStore(s => s.pipelineId)
   const workflowStore = useWorkflowStore()
 
-  const handleUpdateWorkflowConfig = useCallback((config: Record<string, any>) => {
-    const { setWorkflowConfig } = workflowStore.getState()
-
-    setWorkflowConfig(config)
-  }, [workflowStore])
-  useWorkflowConfig(
-    pipelineId ? `/rag/pipelines/${pipelineId}/workflows/draft/config` : '',
-    handleUpdateWorkflowConfig,
-  )
-
   const handleUpdateNodesDefaultConfigs = useCallback((nodesDefaultConfigs: Record<string, any> | Record<string, any>[]) => {
     const { setNodesDefaultConfigs } = workflowStore.getState()
     let res: Record<string, any> = {}
diff --git a/web/app/components/workflow-app/hooks/use-workflow-init.ts b/web/app/components/workflow-app/hooks/use-workflow-init.ts
index e0c341d087..fadd2007bc 100644
--- a/web/app/components/workflow-app/hooks/use-workflow-init.ts
+++ b/web/app/components/workflow-app/hooks/use-workflow-init.ts
@@ -33,13 +33,6 @@ export const useWorkflowInit = () => {
     workflowStore.setState({ appId: appDetail.id, appName: appDetail.name })
   }, [appDetail.id, workflowStore])
 
-  const handleUpdateWorkflowConfig = useCallback((config: Record<string, any>) => {
-    const { setWorkflowConfig } = workflowStore.getState()
-
-    setWorkflowConfig(config)
-  }, [workflowStore])
-  useWorkflowConfig(`/apps/${appDetail.id}/workflows/draft/config`, handleUpdateWorkflowConfig)
-
   const handleUpdateWorkflowFileUploadConfig = useCallback((config: FileUploadConfigResponse) => {
     const { setFileUploadConfig } = workflowStore.getState()
     setFileUploadConfig(config)
diff --git a/web/app/components/workflow/constants.ts b/web/app/components/workflow/constants.ts
index 875d2acf8f..a8c6a458fc 100644
--- a/web/app/components/workflow/constants.ts
+++ b/web/app/components/workflow/constants.ts
@@ -35,8 +35,6 @@ export const NODE_LAYOUT_HORIZONTAL_PADDING = 60
 export const NODE_LAYOUT_VERTICAL_PADDING = 60
 export const NODE_LAYOUT_MIN_DISTANCE = 100
 
-export const PARALLEL_DEPTH_LIMIT = 3
-
 export const RETRIEVAL_OUTPUT_STRUCT = `{
   "content": "",
   "title": "",
diff --git a/web/app/components/workflow/hooks/index.ts b/web/app/components/workflow/hooks/index.ts
index 49ec8c0072..1dbba6b0e2 100644
--- a/web/app/components/workflow/hooks/index.ts
+++ b/web/app/components/workflow/hooks/index.ts
@@ -22,4 +22,3 @@ export * from './use-DSL'
 export * from './use-inspect-vars-crud'
 export * from './use-set-workflow-vars-with-value'
 export * from './use-workflow-search'
-export * from './use-format-time-from-now'
diff --git a/web/app/components/workflow/hooks/use-format-time-from-now.ts b/web/app/components/workflow/hooks/use-format-time-from-now.ts
deleted file mode 100644
index b2b521557f..0000000000
--- a/web/app/components/workflow/hooks/use-format-time-from-now.ts
+++ /dev/null
@@ -1,12 +0,0 @@
-import dayjs from 'dayjs'
-import { useCallback } from 'react'
-import { useI18N } from '@/context/i18n'
-
-export const useFormatTimeFromNow = () => {
-  const { locale } = useI18N()
-  const formatTimeFromNow = useCallback((time: number) => {
-    return dayjs(time).locale(locale === 'zh-Hans' ? 'zh-cn' : locale).fromNow()
-  }, [locale])
-
-  return { formatTimeFromNow }
-}
diff --git a/web/app/components/workflow/hooks/use-nodes-interactions.ts b/web/app/components/workflow/hooks/use-nodes-interactions.ts
index 4000ce5c7b..c721442d86 100644
--- a/web/app/components/workflow/hooks/use-nodes-interactions.ts
+++ b/web/app/components/workflow/hooks/use-nodes-interactions.ts
@@ -70,7 +70,7 @@ export const useNodesInteractions = () => {
   const reactflow = useReactFlow()
   const { store: workflowHistoryStore } = useWorkflowHistoryStore()
   const { handleSyncWorkflowDraft } = useNodesSyncDraft()
-  const { checkNestedParallelLimit, getAfterNodesInSameBranch } = useWorkflow()
+  const { getAfterNodesInSameBranch } = useWorkflow()
   const { getNodesReadOnly } = useNodesReadOnly()
   const { getWorkflowReadOnly } = useWorkflowReadOnly()
   const { handleSetHelpline } = useHelpline()
@@ -436,21 +436,13 @@ export const useNodesInteractions = () => {
         draft.push(newEdge)
       })
 
-      if (checkNestedParallelLimit(newNodes, newEdges, targetNode)) {
-        setNodes(newNodes)
-        setEdges(newEdges)
+      setNodes(newNodes)
+      setEdges(newEdges)
 
-        handleSyncWorkflowDraft()
-        saveStateToHistory(WorkflowHistoryEvent.NodeConnect, {
-          nodeId: targetNode?.id,
-        })
-      }
-      else {
-        const { setConnectingNodePayload, setEnteringNodePayload }
-          = workflowStore.getState()
-        setConnectingNodePayload(undefined)
-        setEnteringNodePayload(undefined)
-      }
+      handleSyncWorkflowDraft()
+      saveStateToHistory(WorkflowHistoryEvent.NodeConnect, {
+        nodeId: targetNode?.id,
+      })
     },
     [
       getNodesReadOnly,
@@ -458,7 +450,6 @@ export const useNodesInteractions = () => {
       workflowStore,
       handleSyncWorkflowDraft,
       saveStateToHistory,
-      checkNestedParallelLimit,
     ],
   )
 
@@ -934,13 +925,8 @@ export const useNodesInteractions = () => {
           if (newEdge) draft.push(newEdge)
         })
 
-        if (checkNestedParallelLimit(newNodes, newEdges, prevNode)) {
-          setNodes(newNodes)
-          setEdges(newEdges)
-        }
-        else {
-          return false
-        }
+        setNodes(newNodes)
+        setEdges(newEdges)
       }
       if (!prevNodeId && nextNodeId) {
         const nextNodeIndex = nodes.findIndex(node => node.id === nextNodeId)
@@ -1087,17 +1073,11 @@ export const useNodesInteractions = () => {
             draft.push(newEdge)
           })
 
-          if (checkNestedParallelLimit(newNodes, newEdges, nextNode)) {
-            setNodes(newNodes)
-            setEdges(newEdges)
-          }
-          else {
-            return false
-          }
+          setNodes(newNodes)
+          setEdges(newEdges)
         }
         else {
-          if (checkNestedParallelLimit(newNodes, edges)) setNodes(newNodes)
-          else return false
+          setNodes(newNodes)
         }
       }
       if (prevNodeId && nextNodeId) {
@@ -1297,7 +1277,6 @@ export const useNodesInteractions = () => {
       saveStateToHistory,
       workflowStore,
       getAfterNodesInSameBranch,
-      checkNestedParallelLimit,
       nodesMetaDataMap,
     ],
   )
diff --git a/web/app/components/workflow/hooks/use-workflow.ts b/web/app/components/workflow/hooks/use-workflow.ts
index 1fc1eedffa..02a2f09d63 100644
--- a/web/app/components/workflow/hooks/use-workflow.ts
+++ b/web/app/components/workflow/hooks/use-workflow.ts
@@ -2,7 +2,6 @@ import {
   useCallback,
 } from 'react'
 import { uniqBy } from 'lodash-es'
-import { useTranslation } from 'react-i18next'
 import {
   getIncomers,
   getOutgoers,
@@ -24,9 +23,7 @@ import {
   useStore,
   useWorkflowStore,
 } from '../store'
-import { getParallelInfo } from '../utils'
 import {
-  PARALLEL_DEPTH_LIMIT,
   SUPPORT_OUTPUT_VARS_NODE,
 } from '../constants'
 import type { IterationNodeType } from '../nodes/iteration/types'
@@ -44,7 +41,6 @@ import {
 import { CUSTOM_ITERATION_START_NODE } from '@/app/components/workflow/nodes/iteration-start/constants'
 import { CUSTOM_LOOP_START_NODE } from '@/app/components/workflow/nodes/loop-start/constants'
 import { basePath } from '@/utils/var'
-import { MAX_PARALLEL_LIMIT } from '@/config'
 import { useNodesMetaData } from '.'
 
 export const useIsChatMode = () => {
@@ -54,9 +50,7 @@ export const useIsChatMode = () => {
 }
 
 export const useWorkflow = () => {
-  const { t } = useTranslation()
   const store = useStoreApi()
-  const workflowStore = useWorkflowStore()
   const { getAvailableBlocks } = useAvailableBlocks()
   const { nodesMap } = useNodesMetaData()
 
@@ -290,20 +284,6 @@ export const useWorkflow = () => {
     return isUsed
   }, [isVarUsedInNodes])
 
-  const checkParallelLimit = useCallback((nodeId: string, nodeHandle = 'source') => {
-    const {
-      edges,
-    } = store.getState()
-    const connectedEdges = edges.filter(edge => edge.source === nodeId && edge.sourceHandle === nodeHandle)
-    if (connectedEdges.length > MAX_PARALLEL_LIMIT - 1) {
-      const { setShowTips } = workflowStore.getState()
-      setShowTips(t('workflow.common.parallelTip.limit', { num: MAX_PARALLEL_LIMIT }))
-      return false
-    }
-
-    return true
-  }, [store, workflowStore, t])
-
   const getRootNodesById = useCallback((nodeId: string) => {
     const {
       getNodes,
@@ -374,33 +354,6 @@ export const useWorkflow = () => {
     return startNodes
   }, [nodesMap, getRootNodesById])
 
-  const checkNestedParallelLimit = useCallback((nodes: Node[], edges: Edge[], targetNode?: Node) => {
-    const startNodes = getStartNodes(nodes, targetNode)
-
-    for (let i = 0; i < startNodes.length; i++) {
-      const {
-        parallelList,
-        hasAbnormalEdges,
-      } = getParallelInfo(startNodes[i], nodes, edges)
-      const { workflowConfig } = workflowStore.getState()
-
-      if (hasAbnormalEdges)
-        return false
-
-      for (let i = 0; i < parallelList.length; i++) {
-        const parallel = parallelList[i]
-
-        if (parallel.depth > (workflowConfig?.parallel_depth_limit || PARALLEL_DEPTH_LIMIT)) {
-          const { setShowTips } = workflowStore.getState()
-          setShowTips(t('workflow.common.parallelTip.depthLimit', { num: (workflowConfig?.parallel_depth_limit || PARALLEL_DEPTH_LIMIT) }))
-          return false
-        }
-      }
-    }
-
-    return true
-  }, [t, workflowStore, getStartNodes])
-
   const isValidConnection = useCallback(({ source, sourceHandle, target }: Connection) => {
     const {
       edges,
@@ -410,9 +363,6 @@ export const useWorkflow = () => {
     const sourceNode: Node = nodes.find(node => node.id === source)!
     const targetNode: Node = nodes.find(node => node.id === target)!
 
-    if (!checkParallelLimit(source!, sourceHandle || 'source'))
-      return false
-
     if (sourceNode.type === CUSTOM_NOTE_NODE || targetNode.type === CUSTOM_NOTE_NODE)
       return false
 
@@ -445,7 +395,7 @@ export const useWorkflow = () => {
     }
 
     return !hasCycle(targetNode)
-  }, [store, checkParallelLimit, getAvailableBlocks])
+  }, [store, getAvailableBlocks])
 
   return {
     getNodeById,
@@ -457,8 +407,6 @@ export const useWorkflow = () => {
     isVarUsedInNodes,
     removeUsedVarInNodes,
     isNodeVarsUsedInNodes,
-    checkParallelLimit,
-    checkNestedParallelLimit,
     isValidConnection,
     getBeforeNodeById,
     getIterationNodeChildren,
diff --git a/web/app/components/workflow/index.tsx b/web/app/components/workflow/index.tsx
index 1c0c6d4545..75c4d51390 100644
--- a/web/app/components/workflow/index.tsx
+++ b/web/app/components/workflow/index.tsx
@@ -71,7 +71,6 @@ import PanelContextmenu from './panel-contextmenu'
 import NodeContextmenu from './node-contextmenu'
 import SelectionContextmenu from './selection-contextmenu'
 import SyncingDataModal from './syncing-data-modal'
-import LimitTips from './limit-tips'
 import { setupScrollToNodeListener } from './utils/node-navigation'
 import {
   useStore,
@@ -378,7 +377,6 @@ export const Workflow: FC<WorkflowProps> = memo(({
           />
         )
       }
-      <LimitTips />
       {children}
       <ReactFlow
         nodeTypes={nodeTypes}
diff --git a/web/app/components/workflow/limit-tips.tsx b/web/app/components/workflow/limit-tips.tsx
deleted file mode 100644
index f0181bc6c9..0000000000
--- a/web/app/components/workflow/limit-tips.tsx
+++ /dev/null
@@ -1,39 +0,0 @@
-import {
-  RiAlertFill,
-  RiCloseLine,
-} from '@remixicon/react'
-import { useStore } from './store'
-import ActionButton from '@/app/components/base/action-button'
-
-const LimitTips = () => {
-  const showTips = useStore(s => s.showTips)
-  const setShowTips = useStore(s => s.setShowTips)
-
-  if (!showTips)
-    return null
-
-  return (
-    <div className='absolute bottom-16 left-1/2 z-[9] flex h-10 -translate-x-1/2 items-center rounded-xl border border-components-panel-border bg-components-panel-bg-blur p-2 shadow-md'>
-      <div
-        className='absolute inset-0 rounded-xl opacity-[0.4]'
-        style={{
-          background: 'linear-gradient(92deg, rgba(247, 144, 9, 0.25) 0%, rgba(255, 255, 255, 0.00) 100%)',
-        }}
-      ></div>
-      <div className='flex h-5 w-5 items-center justify-center'>
-        <RiAlertFill className='h-4 w-4 text-text-warning-secondary' />
-      </div>
-      <div className='system-xs-medium mx-1 px-1 text-text-primary'>
-        {showTips}
-      </div>
-      <ActionButton
-        className='z-[1]'
-        onClick={() => setShowTips('')}
-      >
-        <RiCloseLine className='h-4 w-4' />
-      </ActionButton>
-    </div>
-  )
-}
-
-export default LimitTips
diff --git a/web/app/components/workflow/nodes/_base/components/next-step/add.tsx b/web/app/components/workflow/nodes/_base/components/next-step/add.tsx
index 4add079fa2..601bc8ea75 100644
--- a/web/app/components/workflow/nodes/_base/components/next-step/add.tsx
+++ b/web/app/components/workflow/nodes/_base/components/next-step/add.tsx
@@ -12,7 +12,6 @@ import {
   useAvailableBlocks,
   useNodesInteractions,
   useNodesReadOnly,
-  useWorkflow,
 } from '@/app/components/workflow/hooks'
 import BlockSelector from '@/app/components/workflow/block-selector'
 import type {
@@ -39,7 +38,6 @@ const Add = ({
   const { handleNodeAdd } = useNodesInteractions()
   const { nodesReadOnly } = useNodesReadOnly()
   const { availableNextBlocks } = useAvailableBlocks(nodeData.type, nodeData.isInIteration || nodeData.isInLoop)
-  const { checkParallelLimit } = useWorkflow()
 
   const handleSelect = useCallback<OnSelectBlock>((type, toolDefaultValue) => {
     handleNodeAdd(
@@ -52,14 +50,11 @@ const Add = ({
         prevNodeSourceHandle: sourceHandle,
       },
     )
-  }, [nodeId, sourceHandle, handleNodeAdd])
+  }, [handleNodeAdd])
 
   const handleOpenChange = useCallback((newOpen: boolean) => {
-    if (newOpen && !checkParallelLimit(nodeId, sourceHandle))
-      return
-
     setOpen(newOpen)
-  }, [checkParallelLimit, nodeId, sourceHandle])
+  }, [])
 
   const tip = useMemo(() => {
     if (isFailBranch)
diff --git a/web/app/components/workflow/nodes/_base/components/node-handle.tsx b/web/app/components/workflow/nodes/_base/components/node-handle.tsx
index 907c3b2c07..d1d79a0faa 100644
--- a/web/app/components/workflow/nodes/_base/components/node-handle.tsx
+++ b/web/app/components/workflow/nodes/_base/components/node-handle.tsx
@@ -22,7 +22,6 @@ import {
   useIsChatMode,
   useNodesInteractions,
   useNodesReadOnly,
-  useWorkflow,
 } from '../../../hooks'
 import {
   useStore,
@@ -132,7 +131,6 @@ export const NodeSourceHandle = memo(({
   const { availableNextBlocks } = useAvailableBlocks(data.type, data.isInIteration || data.isInLoop)
   const isConnectable = !!availableNextBlocks.length
   const isChatMode = useIsChatMode()
-  const { checkParallelLimit } = useWorkflow()
 
   const connected = data._connectedSourceHandleIds?.includes(handleId)
   const handleOpenChange = useCallback((v: boolean) => {
@@ -140,9 +138,8 @@ export const NodeSourceHandle = memo(({
   }, [])
   const handleHandleClick = useCallback((e: MouseEvent) => {
     e.stopPropagation()
-    if (checkParallelLimit(id, handleId))
-      setOpen(v => !v)
-  }, [checkParallelLimit, id, handleId])
+    setOpen(v => !v)
+  }, [])
   const handleSelect = useCallback((type: BlockEnum, toolDefaultValue?: ToolDefaultValue) => {
     handleNodeAdd(
       {
diff --git a/web/app/components/workflow/nodes/_base/components/variable/utils.ts b/web/app/components/workflow/nodes/_base/components/variable/utils.ts
index d3621d5050..10919e198b 100644
--- a/web/app/components/workflow/nodes/_base/components/variable/utils.ts
+++ b/web/app/components/workflow/nodes/_base/components/variable/utils.ts
@@ -42,6 +42,7 @@ import type { RAGPipelineVariable } from '@/models/pipeline'
 
 import {
   AGENT_OUTPUT_STRUCT,
+  FILE_STRUCT,
   HTTP_REQUEST_OUTPUT_STRUCT,
   KNOWLEDGE_RETRIEVAL_OUTPUT_STRUCT,
   LLM_OUTPUT_STRUCT,
@@ -138,6 +139,10 @@ export const varTypeToStructType = (type: VarType): Type => {
         [VarType.boolean]: Type.boolean,
         [VarType.object]: Type.object,
         [VarType.array]: Type.array,
+        [VarType.arrayString]: Type.array,
+        [VarType.arrayNumber]: Type.array,
+        [VarType.arrayObject]: Type.array,
+        [VarType.arrayFile]: Type.array,
       } as any
     )[type] || Type.string
   )
@@ -282,15 +287,6 @@ const findExceptVarInObject = (
           children: filteredObj.children,
         }
       })
-
-    if (isFile && Array.isArray(childrenResult)) {
-      if (childrenResult.length === 0) {
-        childrenResult = OUTPUT_FILE_SUB_VARIABLES.map(key => ({
-          variable: key,
-          type: key === 'size' ? VarType.number : VarType.string,
-        }))
-      }
-    }
   }
   else {
     childrenResult = []
@@ -586,17 +582,15 @@ const formatItem = (
             variable: outputKey,
             type:
               output.type === 'array'
-                ? (`Array[${
-                  output.items?.type
-                    ? output.items.type.slice(0, 1).toLocaleUpperCase()
-                        + output.items.type.slice(1)
-                    : 'Unknown'
+                ? (`Array[${output.items?.type
+                  ? output.items.type.slice(0, 1).toLocaleUpperCase()
+                  + output.items.type.slice(1)
+                  : 'Unknown'
                 }]` as VarType)
-                : (`${
-                  output.type
-                    ? output.type.slice(0, 1).toLocaleUpperCase()
-                        + output.type.slice(1)
-                    : 'Unknown'
+                : (`${output.type
+                  ? output.type.slice(0, 1).toLocaleUpperCase()
+                  + output.type.slice(1)
+                  : 'Unknown'
                 }` as VarType),
           })
         },
@@ -690,9 +684,10 @@ const formatItem = (
       const children = (() => {
         if (isFile) {
           return OUTPUT_FILE_SUB_VARIABLES.map((key) => {
+            const def = FILE_STRUCT.find(c => c.variable === key)
             return {
               variable: key,
-              type: key === 'size' ? VarType.number : VarType.string,
+              type: def?.type || VarType.string,
             }
           })
         }
@@ -714,9 +709,10 @@ const formatItem = (
         if (isFile) {
           return {
             children: OUTPUT_FILE_SUB_VARIABLES.map((key) => {
+              const def = FILE_STRUCT.find(c => c.variable === key)
               return {
                 variable: key,
-                type: key === 'size' ? VarType.number : VarType.string,
+                type: def?.type || VarType.string,
               }
             }),
           }
diff --git a/web/app/components/workflow/nodes/_base/components/variable/var-reference-vars.tsx b/web/app/components/workflow/nodes/_base/components/variable/var-reference-vars.tsx
index 9b6ade246c..067dbf8652 100644
--- a/web/app/components/workflow/nodes/_base/components/variable/var-reference-vars.tsx
+++ b/web/app/components/workflow/nodes/_base/components/variable/var-reference-vars.tsx
@@ -18,25 +18,12 @@ import { Type } from '../../../llm/types'
 import PickerStructurePanel from '@/app/components/workflow/nodes/_base/components/variable/object-child-tree-panel/picker'
 import { isSpecialVar, varTypeToStructType } from './utils'
 import type { Field } from '@/app/components/workflow/nodes/llm/types'
-import { FILE_STRUCT } from '@/app/components/workflow/constants'
 import { noop } from 'lodash-es'
 import { CodeAssistant, MagicEdit } from '@/app/components/base/icons/src/vender/line/general'
 import ManageInputField from './manage-input-field'
 import { VariableIconWithColor } from '@/app/components/workflow/nodes/_base/components/variable/variable-label'
 import { Variable02 } from '@/app/components/base/icons/src/vender/solid/development'
 
-type ObjectChildrenProps = {
-  nodeId: string
-  title: string
-  data: Var[]
-  objPath: string[]
-  onChange: (value: ValueSelector, item: Var) => void
-  onHovering?: (value: boolean) => void
-  itemWidth?: number
-  isSupportFileVar?: boolean
-  preferSchemaType?: boolean
-}
-
 type ItemProps = {
   nodeId: string
   title: string
@@ -55,8 +42,6 @@ type ItemProps = {
   preferSchemaType?: boolean
 }
 
-const objVarTypes = [VarType.object, VarType.file]
-
 const Item: FC<ItemProps> = ({
   nodeId,
   title,
@@ -106,8 +91,9 @@ const Item: FC<ItemProps> = ({
 
   const objStructuredOutput: StructuredOutput | null = useMemo(() => {
     if (!isObj) return null
-    const properties: Record<string, Field> = {};
-    (isFile ? FILE_STRUCT : (itemData.children as Var[])).forEach((c) => {
+    const properties: Record<string, Field> = {}
+    const childrenVars = (itemData.children as Var[]) || []
+    childrenVars.forEach((c) => {
       properties[c.variable] = {
         type: varTypeToStructType(c.type),
       }
@@ -120,7 +106,7 @@ const Item: FC<ItemProps> = ({
         additionalProperties: false,
       },
     }
-  }, [isFile, isObj, itemData.children])
+  }, [isObj, itemData.children])
 
   const structuredOutput = (() => {
     if (isStructureOutput)
@@ -240,68 +226,6 @@ const Item: FC<ItemProps> = ({
   )
 }
 
-const ObjectChildren: FC<ObjectChildrenProps> = ({
-  title,
-  nodeId,
-  objPath,
-  data,
-  onChange,
-  onHovering,
-  itemWidth,
-  isSupportFileVar,
-  preferSchemaType,
-}) => {
-  const currObjPath = objPath
-  const itemRef = useRef<HTMLDivElement>(null)
-  const [isItemHovering, setIsItemHovering] = useState(false)
-  useHover(itemRef, {
-    onChange: (hovering) => {
-      if (hovering) {
-        setIsItemHovering(true)
-      }
-      else {
-        setTimeout(() => {
-          setIsItemHovering(false)
-        }, 100)
-      }
-    },
-  })
-  const [isChildrenHovering, setIsChildrenHovering] = useState(false)
-  const isHovering = isItemHovering || isChildrenHovering
-  useEffect(() => {
-    onHovering && onHovering(isHovering)
-  }, [isHovering])
-  useEffect(() => {
-    onHovering && onHovering(isItemHovering)
-  }, [isItemHovering])
-  // absolute top-[-2px]
-  return (
-    <div ref={itemRef} className=' space-y-1 rounded-lg border border-gray-200 bg-white shadow-lg' style={{
-      right: itemWidth ? itemWidth - 10 : 215,
-      minWidth: 252,
-    }}>
-      <div className='flex h-[22px] items-center px-3 text-xs font-normal text-gray-700'><span className='text-gray-500'>{title}.</span>{currObjPath.join('.')}</div>
-      {
-        (data && data.length > 0)
-        && data.map((v, i) => (
-          <Item
-            key={i}
-            nodeId={nodeId}
-            title={title}
-            objPath={objPath}
-            itemData={v}
-            onChange={onChange}
-            onHovering={setIsChildrenHovering}
-            isSupportFileVar={isSupportFileVar}
-            isException={v.isException}
-            preferSchemaType={preferSchemaType}
-          />
-        ))
-      }
-    </div>
-  )
-}
-
 type Props = {
   hideSearch?: boolean
   searchBoxClassName?: string
@@ -448,4 +372,5 @@ const VarReferenceVars: FC<Props> = ({
     </>
   )
 }
+
 export default React.memo(VarReferenceVars)
diff --git a/web/app/components/workflow/nodes/iteration/node.tsx b/web/app/components/workflow/nodes/iteration/node.tsx
index 0232c8755f..59b96b1e2d 100644
--- a/web/app/components/workflow/nodes/iteration/node.tsx
+++ b/web/app/components/workflow/nodes/iteration/node.tsx
@@ -2,6 +2,7 @@ import type { FC } from 'react'
 import {
   memo,
   useEffect,
+  useState,
 } from 'react'
 import {
   Background,
@@ -27,19 +28,20 @@ const Node: FC<NodeProps<IterationNodeType>> = ({
   const nodesInitialized = useNodesInitialized()
   const { handleNodeIterationRerender } = useNodeIterationInteractions()
   const { t } = useTranslation()
+  const [showTips, setShowTips] = useState(data._isShowTips)
 
   useEffect(() => {
     if (nodesInitialized)
       handleNodeIterationRerender(id)
-    if (data.is_parallel && data._isShowTips) {
+    if (data.is_parallel && showTips) {
       Toast.notify({
         type: 'warning',
         message: t(`${i18nPrefix}.answerNodeWarningDesc`),
         duration: 5000,
       })
-      data._isShowTips = false
+      setShowTips(false)
     }
-  }, [nodesInitialized, id, handleNodeIterationRerender, data, t])
+  }, [nodesInitialized, id, handleNodeIterationRerender, data.is_parallel, showTips, t])
 
   return (
     <div className={cn(
diff --git a/web/app/components/workflow/nodes/knowledge-base/node.tsx b/web/app/components/workflow/nodes/knowledge-base/node.tsx
index 32810f4d3a..29de1bce9e 100644
--- a/web/app/components/workflow/nodes/knowledge-base/node.tsx
+++ b/web/app/components/workflow/nodes/knowledge-base/node.tsx
@@ -28,9 +28,9 @@ const Node: FC<NodeProps<KnowledgeBaseNodeType>> = ({ data }) => {
         </div>
         <div
           className='system-xs-medium grow truncate text-right text-text-secondary'
-          title={data.retrieval_model.search_method}
+          title={data.retrieval_model?.search_method}
         >
-          {settingsDisplay[data.retrieval_model.search_method as keyof typeof settingsDisplay]}
+          {settingsDisplay[data.retrieval_model?.search_method as keyof typeof settingsDisplay]}
         </div>
       </div>
     </div>
diff --git a/web/app/components/workflow/nodes/list-operator/panel.tsx b/web/app/components/workflow/nodes/list-operator/panel.tsx
index 9a89629f09..e76befcac0 100644
--- a/web/app/components/workflow/nodes/list-operator/panel.tsx
+++ b/web/app/components/workflow/nodes/list-operator/panel.tsx
@@ -55,6 +55,7 @@ const Panel: FC<NodePanelProps<ListFilterNodeType>> = ({
             value={inputs.variable || []}
             onChange={handleVarChanges}
             filterVar={filterVar}
+            isSupportFileVar={false}
             typePlaceHolder='Array'
           />
         </Field>
diff --git a/web/app/components/workflow/nodes/llm/components/json-schema-config-modal/visual-editor/schema-node.tsx b/web/app/components/workflow/nodes/llm/components/json-schema-config-modal/visual-editor/schema-node.tsx
index 36671ab050..4c20232df4 100644
--- a/web/app/components/workflow/nodes/llm/components/json-schema-config-modal/visual-editor/schema-node.tsx
+++ b/web/app/components/workflow/nodes/llm/components/json-schema-config-modal/visual-editor/schema-node.tsx
@@ -99,6 +99,7 @@ const SchemaNode: FC<SchemaNodeProps> = ({
             indentLeft[depth - 1],
           )}>
             <button
+              type="button"
               onClick={handleExpand}
               className='py-0.5 text-text-tertiary hover:text-text-accent'
             >
diff --git a/web/app/components/workflow/run/tracing-panel.tsx b/web/app/components/workflow/run/tracing-panel.tsx
index 2346b08c9e..22d49792b9 100644
--- a/web/app/components/workflow/run/tracing-panel.tsx
+++ b/web/app/components/workflow/run/tracing-panel.tsx
@@ -109,7 +109,7 @@ const TracingPanel: FC<TracingPanelProps> = ({
           onMouseLeave={handleParallelMouseLeave}
         >
           <div className="mb-1 flex items-center">
-            <button
+            <button type="button"
               onClick={() => toggleCollapse(node.id)}
               className={cn(
                 'mr-2 transition-colors',
diff --git a/web/app/components/workflow/store/workflow/workflow-slice.ts b/web/app/components/workflow/store/workflow/workflow-slice.ts
index 02a4db4c17..91dac42adb 100644
--- a/web/app/components/workflow/store/workflow/workflow-slice.ts
+++ b/web/app/components/workflow/store/workflow/workflow-slice.ts
@@ -29,10 +29,6 @@ export type WorkflowSliceShape = {
   setControlPromptEditorRerenderKey: (controlPromptEditorRerenderKey: number) => void
   showImportDSLModal: boolean
   setShowImportDSLModal: (showImportDSLModal: boolean) => void
-  showTips: string
-  setShowTips: (showTips: string) => void
-  workflowConfig?: Record<string, any>
-  setWorkflowConfig: (workflowConfig: Record<string, any>) => void
   fileUploadConfig?: FileUploadConfigResponse
   setFileUploadConfig: (fileUploadConfig: FileUploadConfigResponse) => void
 }
@@ -59,10 +55,6 @@ export const createWorkflowSlice: StateCreator<WorkflowSliceShape> = set => ({
   setControlPromptEditorRerenderKey: controlPromptEditorRerenderKey => set(() => ({ controlPromptEditorRerenderKey })),
   showImportDSLModal: false,
   setShowImportDSLModal: showImportDSLModal => set(() => ({ showImportDSLModal })),
-  showTips: '',
-  setShowTips: showTips => set(() => ({ showTips })),
-  workflowConfig: undefined,
-  setWorkflowConfig: workflowConfig => set(() => ({ workflowConfig })),
   fileUploadConfig: undefined,
   setFileUploadConfig: fileUploadConfig => set(() => ({ fileUploadConfig })),
 })
diff --git a/web/app/components/workflow/utils/workflow.ts b/web/app/components/workflow/utils/workflow.ts
index fd0c30e5cf..48cb819086 100644
--- a/web/app/components/workflow/utils/workflow.ts
+++ b/web/app/components/workflow/utils/workflow.ts
@@ -1,12 +1,8 @@
 import {
-  getConnectedEdges,
-  getIncomers,
   getOutgoers,
 } from 'reactflow'
 import { v4 as uuid4 } from 'uuid'
 import {
-  groupBy,
-  isEqual,
   uniqBy,
 } from 'lodash-es'
 import type {
@@ -168,158 +164,6 @@ export const changeNodesAndEdgesId = (nodes: Node[], edges: Edge[]) => {
   return [newNodes, newEdges] as [Node[], Edge[]]
 }
 
-type ParallelInfoItem = {
-  parallelNodeId: string
-  depth: number
-  isBranch?: boolean
-}
-type NodeParallelInfo = {
-  parallelNodeId: string
-  edgeHandleId: string
-  depth: number
-}
-type NodeHandle = {
-  node: Node
-  handle: string
-}
-type NodeStreamInfo = {
-  upstreamNodes: Set<string>
-  downstreamEdges: Set<string>
-}
-export const getParallelInfo = (startNode: Node, nodes: Node[], edges: Edge[]) => {
-  if (!startNode)
-    throw new Error('Start node not found')
-
-  const parallelList = [] as ParallelInfoItem[]
-  const nextNodeHandles = [{ node: startNode, handle: 'source' }]
-  let hasAbnormalEdges = false
-
-  const traverse = (firstNodeHandle: NodeHandle) => {
-    const nodeEdgesSet = {} as Record<string, Set<string>>
-    const totalEdgesSet = new Set<string>()
-    const nextHandles = [firstNodeHandle]
-    const streamInfo = {} as Record<string, NodeStreamInfo>
-    const parallelListItem = {
-      parallelNodeId: '',
-      depth: 0,
-    } as ParallelInfoItem
-    const nodeParallelInfoMap = {} as Record<string, NodeParallelInfo>
-    nodeParallelInfoMap[firstNodeHandle.node.id] = {
-      parallelNodeId: '',
-      edgeHandleId: '',
-      depth: 0,
-    }
-
-    while (nextHandles.length) {
-      const currentNodeHandle = nextHandles.shift()!
-      const { node: currentNode, handle: currentHandle = 'source' } = currentNodeHandle
-      const currentNodeHandleKey = currentNode.id
-      const connectedEdges = edges.filter(edge => edge.source === currentNode.id && edge.sourceHandle === currentHandle)
-      const connectedEdgesLength = connectedEdges.length
-      const outgoers = nodes.filter(node => connectedEdges.some(edge => edge.target === node.id))
-      const incomers = getIncomers(currentNode, nodes, edges)
-
-      if (!streamInfo[currentNodeHandleKey]) {
-        streamInfo[currentNodeHandleKey] = {
-          upstreamNodes: new Set<string>(),
-          downstreamEdges: new Set<string>(),
-        }
-      }
-
-      if (nodeEdgesSet[currentNodeHandleKey]?.size > 0 && incomers.length > 1) {
-        const newSet = new Set<string>()
-        for (const item of totalEdgesSet) {
-          if (!streamInfo[currentNodeHandleKey].downstreamEdges.has(item))
-            newSet.add(item)
-        }
-        if (isEqual(nodeEdgesSet[currentNodeHandleKey], newSet)) {
-          parallelListItem.depth = nodeParallelInfoMap[currentNode.id].depth
-          nextNodeHandles.push({ node: currentNode, handle: currentHandle })
-          break
-        }
-      }
-
-      if (nodeParallelInfoMap[currentNode.id].depth > parallelListItem.depth)
-        parallelListItem.depth = nodeParallelInfoMap[currentNode.id].depth
-
-      outgoers.forEach((outgoer) => {
-        const outgoerConnectedEdges = getConnectedEdges([outgoer], edges).filter(edge => edge.source === outgoer.id)
-        const sourceEdgesGroup = groupBy(outgoerConnectedEdges, 'sourceHandle')
-        const incomers = getIncomers(outgoer, nodes, edges)
-
-        if (outgoers.length > 1 && incomers.length > 1)
-          hasAbnormalEdges = true
-
-        Object.keys(sourceEdgesGroup).forEach((sourceHandle) => {
-          nextHandles.push({ node: outgoer, handle: sourceHandle })
-        })
-        if (!outgoerConnectedEdges.length)
-          nextHandles.push({ node: outgoer, handle: 'source' })
-
-        const outgoerKey = outgoer.id
-        if (!nodeEdgesSet[outgoerKey])
-          nodeEdgesSet[outgoerKey] = new Set<string>()
-
-        if (nodeEdgesSet[currentNodeHandleKey]) {
-          for (const item of nodeEdgesSet[currentNodeHandleKey])
-            nodeEdgesSet[outgoerKey].add(item)
-        }
-
-        if (!streamInfo[outgoerKey]) {
-          streamInfo[outgoerKey] = {
-            upstreamNodes: new Set<string>(),
-            downstreamEdges: new Set<string>(),
-          }
-        }
-
-        if (!nodeParallelInfoMap[outgoer.id]) {
-          nodeParallelInfoMap[outgoer.id] = {
-            ...nodeParallelInfoMap[currentNode.id],
-          }
-        }
-
-        if (connectedEdgesLength > 1) {
-          const edge = connectedEdges.find(edge => edge.target === outgoer.id)!
-          nodeEdgesSet[outgoerKey].add(edge.id)
-          totalEdgesSet.add(edge.id)
-
-          streamInfo[currentNodeHandleKey].downstreamEdges.add(edge.id)
-          streamInfo[outgoerKey].upstreamNodes.add(currentNodeHandleKey)
-
-          for (const item of streamInfo[currentNodeHandleKey].upstreamNodes)
-            streamInfo[item].downstreamEdges.add(edge.id)
-
-          if (!parallelListItem.parallelNodeId)
-            parallelListItem.parallelNodeId = currentNode.id
-
-          const prevDepth = nodeParallelInfoMap[currentNode.id].depth + 1
-          const currentDepth = nodeParallelInfoMap[outgoer.id].depth
-
-          nodeParallelInfoMap[outgoer.id].depth = Math.max(prevDepth, currentDepth)
-        }
-        else {
-          for (const item of streamInfo[currentNodeHandleKey].upstreamNodes)
-            streamInfo[outgoerKey].upstreamNodes.add(item)
-
-          nodeParallelInfoMap[outgoer.id].depth = nodeParallelInfoMap[currentNode.id].depth
-        }
-      })
-    }
-
-    parallelList.push(parallelListItem)
-  }
-
-  while (nextNodeHandles.length) {
-    const nodeHandle = nextNodeHandles.shift()!
-    traverse(nodeHandle)
-  }
-
-  return {
-    parallelList,
-    hasAbnormalEdges,
-  }
-}
-
 export const hasErrorHandleNode = (nodeType?: BlockEnum) => {
   return nodeType === BlockEnum.LLM || nodeType === BlockEnum.Tool || nodeType === BlockEnum.HttpRequest || nodeType === BlockEnum.Code
 }
diff --git a/web/app/signin/components/mail-and-password-auth.tsx b/web/app/signin/components/mail-and-password-auth.tsx
index cccbd3a6ee..aaadc0b197 100644
--- a/web/app/signin/components/mail-and-password-auth.tsx
+++ b/web/app/signin/components/mail-and-password-auth.tsx
@@ -19,8 +19,6 @@ type MailAndPasswordAuthProps = {
   allowRegistration: boolean
 }
 
-const passwordRegex = /^(?=.*[a-zA-Z])(?=.*\d).{8,}$/
-
 export default function MailAndPasswordAuth({ isInvite, isEmailSetup, allowRegistration }: MailAndPasswordAuthProps) {
   const { t } = useTranslation()
   const { locale } = useContext(I18NContext)
diff --git a/web/app/signup/check-code/page.tsx b/web/app/signup/check-code/page.tsx
index 159965908b..540af74872 100644
--- a/web/app/signup/check-code/page.tsx
+++ b/web/app/signup/check-code/page.tsx
@@ -93,7 +93,7 @@ export default function CheckCode() {
 
     <form action="">
       <label htmlFor="code" className='system-md-semibold mb-1 text-text-secondary'>{t('login.checkCode.verificationCode')}</label>
-      <Input value={code} onChange={e => setVerifyCode(e.target.value)} max-length={6} className='mt-1' placeholder={t('login.checkCode.verificationCodePlaceholder') as string} />
+      <Input value={code} onChange={e => setVerifyCode(e.target.value)} maxLength={6} className='mt-1' placeholder={t('login.checkCode.verificationCodePlaceholder') as string} />
       <Button loading={loading} disabled={loading} className='my-3 w-full' variant='primary' onClick={verify}>{t('login.checkCode.verify')}</Button>
       <Countdown onResend={resendCode} />
     </form>
diff --git a/web/app/signup/components/input-mail.tsx b/web/app/signup/components/input-mail.tsx
index 4b0b0ec0b1..d2e7bca65b 100644
--- a/web/app/signup/components/input-mail.tsx
+++ b/web/app/signup/components/input-mail.tsx
@@ -1,5 +1,5 @@
 'use client'
-import { noop } from 'lodash'
+import { noop } from 'lodash-es'
 import Input from '@/app/components/base/input'
 import { useTranslation } from 'react-i18next'
 import { useContext } from 'use-context-selector'
diff --git a/web/hooks/use-format-time-from-now.ts b/web/hooks/use-format-time-from-now.ts
index 82704252ac..db3be93df2 100644
--- a/web/hooks/use-format-time-from-now.ts
+++ b/web/hooks/use-format-time-from-now.ts
@@ -2,14 +2,59 @@ import dayjs from 'dayjs'
 import relativeTime from 'dayjs/plugin/relativeTime'
 import { useCallback } from 'react'
 import { useI18N } from '@/context/i18n'
+import type { Locale } from '@/i18n-config'
+import 'dayjs/locale/de'
+import 'dayjs/locale/es'
+import 'dayjs/locale/fa'
+import 'dayjs/locale/fr'
+import 'dayjs/locale/hi'
+import 'dayjs/locale/id'
+import 'dayjs/locale/it'
+import 'dayjs/locale/ja'
+import 'dayjs/locale/ko'
+import 'dayjs/locale/pl'
+import 'dayjs/locale/pt-br'
+import 'dayjs/locale/ro'
+import 'dayjs/locale/ru'
+import 'dayjs/locale/sl'
+import 'dayjs/locale/th'
+import 'dayjs/locale/tr'
+import 'dayjs/locale/uk'
+import 'dayjs/locale/vi'
 import 'dayjs/locale/zh-cn'
+import 'dayjs/locale/zh-tw'
 
 dayjs.extend(relativeTime)
 
+const localeMap: Record<Locale, string> = {
+  'en-US': 'en',
+  'zh-Hans': 'zh-cn',
+  'zh-Hant': 'zh-tw',
+  'pt-BR': 'pt-br',
+  'es-ES': 'es',
+  'fr-FR': 'fr',
+  'de-DE': 'de',
+  'ja-JP': 'ja',
+  'ko-KR': 'ko',
+  'ru-RU': 'ru',
+  'it-IT': 'it',
+  'th-TH': 'th',
+  'id-ID': 'id',
+  'uk-UA': 'uk',
+  'vi-VN': 'vi',
+  'ro-RO': 'ro',
+  'pl-PL': 'pl',
+  'hi-IN': 'hi',
+  'tr-TR': 'tr',
+  'fa-IR': 'fa',
+  'sl-SI': 'sl',
+}
+
 export const useFormatTimeFromNow = () => {
   const { locale } = useI18N()
   const formatTimeFromNow = useCallback((time: number) => {
-    return dayjs(time).locale(locale === 'zh-Hans' ? 'zh-cn' : locale).fromNow()
+    const dayjsLocale = localeMap[locale] ?? 'en'
+    return dayjs(time).locale(dayjsLocale).fromNow()
   }, [locale])
 
   return { formatTimeFromNow }
diff --git a/web/i18n/ja-JP/dataset-pipeline.ts b/web/i18n/ja-JP/dataset-pipeline.ts
index ea3296840a..0dddb25356 100644
--- a/web/i18n/ja-JP/dataset-pipeline.ts
+++ b/web/i18n/ja-JP/dataset-pipeline.ts
@@ -1,15 +1,15 @@
 const translation = {
   creation: {
     createFromScratch: {
-      title: '空白の知識パイプライン',
+      title: '空白のナレッジパイプライン',
       description: 'データ処理と構造を完全に制御できるカスタムパイプラインをゼロから作成します。',
     },
-    backToKnowledge: '知識に戻る',
+    backToKnowledge: 'ナレッジベースに戻る',
     caution: '注意',
     importDSL: 'DSLファイルからインポートする',
     errorTip: 'ナレッジベースの作成に失敗しました',
-    createKnowledge: '知識を創造する',
-    successTip: '知識ベースが正常に作成されました',
+    createKnowledge: 'ナレッジベースを作成する',
+    successTip: 'ナレッジベースが正常に作成されました',
   },
   templates: {
     customized: 'カスタマイズされた',
@@ -21,10 +21,10 @@ const translation = {
     preview: 'プレビュー',
     dataSource: 'データソース',
     editInfo: '情報を編集する',
-    exportPipeline: '輸出パイプライン',
+    exportPipeline: 'パイプラインをエクスポートする',
     saveAndProcess: '保存して処理する',
     backToDataSource: 'データソースに戻る',
-    useTemplate: 'この知識パイプラインを使用してください',
+    useTemplate: 'このナレッジパイプラインを使用してください',
     process: 'プロセス',
   },
   deletePipeline: {
@@ -37,7 +37,7 @@ const translation = {
       tip: '<CustomLink>ドキュメントに移動</CustomLink>して、ドキュメントを追加または管理してください。',
     },
     error: {
-      message: '知識パイプラインの公開に失敗しました',
+      message: 'ナレッジパイプラインの公開に失敗しました',
     },
   },
   publishTemplate: {
@@ -77,11 +77,11 @@ const translation = {
   inputFieldPanel: {
     uniqueInputs: {
       title: '各入口のユニークな入力',
-      tooltip: 'ユニークな入力は、選択したデータソースおよびその下流ノードにのみアクセス可能です。他のデータソースを選択する際、ユーザーはこれを記入する必要はありません。最初のステップ（データソース）には、データソース変数で参照される入力フィールドのみが表示されます。他のフィールドは、第二のステップ（ドキュメントの処理）で表示されます。',
+      tooltip: 'ユニークな入力は選択したデータソースとその下流ノードのみがアクセス可能です。他のデータソースを選択する際、ユーザーはこれを記入する必要がありません。データソース変数で参照される入力フィールドのみが最初のステップ（データソース）に表示され、他のフィールドは第二のステップ（ドキュメント処理）で表示されます。',
     },
     globalInputs: {
       title: 'すべての入口に対するグローバル入力',
-      tooltip: 'グローバル入力はすべてのノードで共有されます。ユーザーは任意のデータソースを選択するときにそれらを入力する必要があります。たとえば、区切り文字や最大チャンク長のようなフィールドは、複数のデータソースに一様に適用できます。データソース変数によって参照される入力フィールドのみが最初のステップ（データソース）に表示されます。他のフィールドは2番目のステップ（文書処理）に表示されます。',
+      tooltip: 'グローバル入力はすべてのノードで共有されます。ユーザーは任意のデータソースを選択する際にこれらを入力する必要があります。区切り文字や最大チャンク長などのフィールドは複数のデータソースに一様に適用できます。データソース変数で参照される入力フィールドのみが最初のステップ（データソース）に表示され、他のフィールドは第二のステップ（ドキュメント処理）に表示されます。',
     },
     preview: {
       stepOneTitle: 'データソース',
@@ -147,19 +147,19 @@ const translation = {
       content: 'この操作は永久的です。以前の方法に戻すことはできません。変換することを確認してください。',
     },
     warning: 'この操作は元に戻せません。',
-    title: '知識パイプラインに変換する',
+    title: 'ナレッジパイプラインに変換する',
     successMessage: 'データセットをパイプラインに正常に変換しました',
     errorMessage: 'データセットをパイプラインに変換できませんでした',
-    descriptionChunk1: '既存の知識ベースを文書処理のためにナレッジパイプラインを使用するように変換できます。',
+    descriptionChunk1: '既存のナレッジベースを文書処理のためにナレッジパイプラインを使用するように変換できます。',
     descriptionChunk2: '— よりオープンで柔軟なアプローチを採用し、私たちのマーケットプレイスからのプラグインへのアクセスを提供します。これにより、すべての将来のドキュメントに新しい処理方法が適用されることになります。',
   },
-  knowledgeNameAndIcon: '知識の名前とアイコン',
+  knowledgeNameAndIcon: 'ナレッジベースの名前とアイコン',
   inputField: '入力フィールド',
   pipelineNameAndIcon: 'パイプライン名とアイコン',
   knowledgePermissions: '権限',
   knowledgeNameAndIconPlaceholder: 'ナレッジベースの名前を入力してください',
   editPipelineInfo: 'パイプライン情報を編集する',
-  knowledgeDescription: '知識の説明',
+  knowledgeDescription: 'ナレッジベースの説明',
   knowledgeDescriptionPlaceholder: 'このナレッジベースに何が含まれているかを説明してください。詳細な説明は、AIがデータセットの内容により正確にアクセスできるようにします。空の場合、Difyはデフォルトのヒット戦略を使用します。（オプション）',
 }
 
diff --git a/web/i18n/zh-Hans/dataset-pipeline.ts b/web/i18n/zh-Hans/dataset-pipeline.ts
index 41c538ce20..7fbe8a0532 100644
--- a/web/i18n/zh-Hans/dataset-pipeline.ts
+++ b/web/i18n/zh-Hans/dataset-pipeline.ts
@@ -87,11 +87,11 @@ const translation = {
     description: '用户输入字段用于定义和收集知识流水线执行过程中所需的变量，用户可以自定义字段类型，并灵活配置输入，以满足不同数据源或文档处理的需求。',
     uniqueInputs: {
       title: '非共享输入',
-      tooltip: '非共享输入只能被选定的数据源及其下游节点访问。用户在选择其他数据源时不需要填写它。只有数据源变量引用的输入字段才会出现在第一步（数据源）中。所有其他字段将在第二步（Process Documents）中显示。',
+      tooltip: '非共享输入只能被选定的数据源及其下游节点访问。用户在选择其他数据源时不需要填写它。只有数据源变量引用的输入字段才会出现在第一步（数据源）中。所有其他字段将在第二步（处理文档）中显示。',
     },
     globalInputs: {
       title: '全局共享输入',
-      tooltip: '全局共享输入在所有节点之间共享。用户在选择任何数据源时都需要填写它们。例如，像分隔符（delimiter）和最大块长度（Maximum Chunk Length）这样的字段可以跨多个数据源统一应用。只有数据源变量引用的输入字段才会出现在第一步（数据源）中。所有其他字段都显示在第二步（Process Documents）中。',
+      tooltip: '全局共享输入在所有节点之间共享。用户在选择任何数据源时都需要填写它们。例如，像分隔符和最大块长度这样的字段可以跨多个数据源统一应用。只有数据源变量引用的输入字段才会出现在第一步（数据源）中。所有其他字段都显示在第二步（处理文档）中。',
     },
     addInputField: '添加输入字段',
     editInputField: '编辑输入字段',
diff --git a/web/i18n/zh-Hant/dataset-pipeline.ts b/web/i18n/zh-Hant/dataset-pipeline.ts
index afaff92dcb..5dc287a7c9 100644
--- a/web/i18n/zh-Hant/dataset-pipeline.ts
+++ b/web/i18n/zh-Hant/dataset-pipeline.ts
@@ -1,8 +1,8 @@
 const translation = {
   creation: {
     createFromScratch: {
-      title: '空白知識管道',
-      description: '從頭開始建立自訂管道，並完全控制資料處理和結構。',
+      title: '空白知識流水線',
+      description: '從頭開始建立自訂流水線，並完全控制資料處理和結構。',
     },
     caution: '小心',
     backToKnowledge: '返回知識',
@@ -15,17 +15,17 @@ const translation = {
     customized: '客製化',
   },
   operations: {
-    convert: '化',
+    convert: '轉換',
     saveAndProcess: '儲存和處理',
-    choose: '選',
-    useTemplate: '使用此知識管道',
+    choose: '選擇',
+    useTemplate: '使用此知識流水線',
     dataSource: '資料來源',
     editInfo: '編輯資訊',
-    process: '過程',
+    process: '處理',
     backToDataSource: '返回資料來源',
-    exportPipeline: '匯出管線',
-    details: '詳',
-    preview: '預展',
+    exportPipeline: '匯出流水線',
+    details: '詳情',
+    preview: '預覽',
   },
   deletePipeline: {
     title: '您確定要刪除此管線範本嗎？',
@@ -33,15 +33,15 @@ const translation = {
   },
   publishPipeline: {
     success: {
-      message: '知識管道已發布',
+      message: '知識流水線已發布',
     },
     error: {
-      message: '無法發佈知識管道',
+      message: '無法發佈知識流水線',
     },
   },
   publishTemplate: {
     success: {
-      message: '管道範本已發佈',
+      message: '流水線範本已發佈',
       tip: '您可以在建立頁面上使用此範本。',
       learnMore: '瞭解詳情',
     },
@@ -134,17 +134,17 @@ const translation = {
       title: '證實',
       content: '此動作是永久性的。您將無法恢復到以前的方法。請確認轉換。',
     },
-    title: '轉換為知識管道',
+    title: '轉換為知識流水線',
     warning: '此動作無法復原。',
     descriptionChunk2: '— 一種更開放和靈活的方法，可以訪問我們市場中的插件。這會將新的處理方法套用至所有未來的文件。',
-    successMessage: '已成功將資料集轉換成管線',
-    errorMessage: '無法將資料集轉換成管線',
-    descriptionChunk1: '您現在可以轉換現有的知識庫，以使用知識管道進行文件處理',
+    successMessage: '已成功將資料集轉換成流水線',
+    errorMessage: '無法將資料集轉換成流水線',
+    descriptionChunk1: '您現在可以轉換現有的知識庫，以使用知識流水線進行文件處理',
   },
   knowledgeDescription: '知識說明',
   knowledgeNameAndIconPlaceholder: '請輸入知識庫的名稱',
   knowledgeDescriptionPlaceholder: '描述此知識庫中的內容。詳細的描述使人工智慧能夠更準確地存取資料集的內容。如果為空，Dify 將使用預設命中策略。（選用）',
-  pipelineNameAndIcon: '管線名稱 & 圖示',
+  pipelineNameAndIcon: '流水線名稱 & 圖示',
   knowledgeNameAndIcon: '知識名稱和圖示',
   inputField: '輸入欄位',
   knowledgePermissions: '權限',
diff --git a/web/next.config.js b/web/next.config.js
index 9c5e331f34..6a7a7a798d 100644
--- a/web/next.config.js
+++ b/web/next.config.js
@@ -91,6 +91,7 @@ const remoteImageURLs = [hasSetWebPrefix ? new URL(`${process.env.NEXT_PUBLIC_WE
 /** @type {import('next').NextConfig} */
 const nextConfig = {
   basePath: process.env.NEXT_PUBLIC_BASE_PATH || '',
+  transpilePackages: ['echarts', 'zrender'],
   turbopack: {
     rules: codeInspectorPlugin({
       bundler: 'turbopack'
diff --git a/web/package.json b/web/package.json
index 78e62c9aa7..cf49429659 100644
--- a/web/package.json
+++ b/web/package.json
@@ -24,12 +24,9 @@
     "build:docker": "next build && node scripts/optimize-standalone.js",
     "start": "cp -r .next/static .next/standalone/.next/static && cp -r public .next/standalone/public && cross-env PORT=$npm_config_port HOSTNAME=$npm_config_host node .next/standalone/server.js",
     "lint": "eslint --concurrency=auto --cache --cache-location node_modules/.cache/eslint/.eslint-cache",
-    "lint-only-show-error": "eslint --concurrency=auto --cache --cache-location node_modules/.cache/eslint/.eslint-cache --quiet",
-    "fix": "eslint --concurrency=auto --fix .",
-    "eslint": "eslint --concurrency=auto --cache --cache-location node_modules/.cache/eslint/.eslint-cache",
-    "eslint-fix": "eslint --concurrency=auto --cache --cache-location node_modules/.cache/eslint/.eslint-cache --fix",
-    "eslint-fix-only-show-error": "eslint --concurrency=auto --cache --cache-location node_modules/.cache/eslint/.eslint-cache --fix --quiet",
-    "eslint-complexity": "eslint --concurrency=auto --rule 'complexity: [error, {max: 15}]' --quiet",
+    "lint:fix": "eslint --concurrency=auto --cache --cache-location node_modules/.cache/eslint/.eslint-cache --fix",
+    "lint:quiet": "eslint --concurrency=auto --cache --cache-location node_modules/.cache/eslint/.eslint-cache --quiet",
+    "lint:complexity": "eslint --concurrency=auto --cache --cache-location node_modules/.cache/eslint/.eslint-cache --rule 'complexity: [error, {max: 15}]' --quiet",
     "prepare": "cd ../ && node -e \"if (process.env.NODE_ENV !== 'production'){process.exit(1)} \" || husky ./web/.husky",
     "gen-icons": "node ./app/components/base/icons/script.mjs",
     "uglify-embed": "node ./bin/uglify-embed",
diff --git a/web/service/demo/index.tsx b/web/service/demo/index.tsx
index 50889770bd..aa02968549 100644
--- a/web/service/demo/index.tsx
+++ b/web/service/demo/index.tsx
@@ -51,7 +51,7 @@ const Service: FC = () => {
         </div>
 
         <div>
-          <button onClick={handleCreateApp}>Click me to Create App</button>
+          <button type="button" onClick={handleCreateApp}>Click me to Create App</button>
         </div>
 
         <div>