revert: https://github.com/langgenius/dify/pull/18554 (#19787 )

Fix TiDB vector configuration comment to correctly use 'tidb_vector' (#19767 )
Fix: style of dataset item in chatbot configure with theme dark (#19761 )
2026-01-19 19:55:06 +08:00 · 2025-05-15 22:39:35 +08:00 · 2025-05-15 21:32:45 +08:00 · 2025-05-15 17:36:05 +08:00 · 2025-05-15 17:03:45 +08:00 · 2025-05-15 17:03:10 +08:00
1117 changed files with 20876 additions and 5298 deletions
--- a/.devcontainer/README.md
+++ b/.devcontainer/README.md
@ -34,4 +34,4 @@ if you see such error message when you open this project in codespaces:
 ![Alt text](troubleshooting.png)

 a simple workaround is change `/signin` endpoint into another one, then login with GitHub account and close the tab, then change it back to `/signin` endpoint. Then all things will be fine.
-The reason is `signin` endpoint is not allowed in codespaces, details can be found [here](https://github.com/orgs/community/discussions/5204)
+The reason is `signin` endpoint is not allowed in codespaces, details can be found [here](https://github.com/orgs/community/discussions/5204)
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@ -2,7 +2,7 @@
 // README at: https://github.com/devcontainers/templates/tree/main/src/anaconda
 {
 	"name": "Python 3.12",
-	"build": { 
+	"build": {
 		"context": "..",
 		"dockerfile": "Dockerfile"
 	},
--- a/.devcontainer/noop.txt
+++ b/.devcontainer/noop.txt
@ -1,3 +1,3 @@
 This file copied into the container along with environment.yml* from the parent
-folder. This file is included to prevents the Dockerfile COPY instruction from 
-failing if no environment.yml is found.
+folder. This file is included to prevents the Dockerfile COPY instruction from
+failing if no environment.yml is found.
--- a/web/.editorconfig
+++ b/web/.editorconfig
@ -5,18 +5,35 @@ root = true

 # Unix-style newlines with a newline ending every file
 [*]
+charset = utf-8
 end_of_line = lf
 insert_final_newline = true
+trim_trailing_whitespace = true
+
+[*.py]
+indent_size = 4
+indent_style = space
+
+[*.{yml,yaml}]
+indent_style = space
+indent_size = 2
+
+[*.toml]
+indent_size = 4
+indent_style = space
+
+# Markdown and MDX are whitespace sensitive languages.
+# Do not remove trailing spaces.
+[*.{md,mdx}]
+trim_trailing_whitespace = false

 # Matches multiple files with brace expansion notation
 # Set default charset
 [*.{js,tsx}]
-charset = utf-8
 indent_style = space
 indent_size = 2

-
-# Matches the exact files either package.json or .travis.yml
-[{package.json,.travis.yml}]
+# Matches the exact files package.json
+[package.json]
 indent_style = space
 indent_size = 2
--- a/.gitattributes
+++ b/.gitattributes
@ -1,5 +1,5 @@
 # Ensure that .sh scripts use LF as line separator, even if they are checked out
-# to Windows(NTFS) file-system, by a user of Docker for Windows. 
+# to Windows(NTFS) file-system, by a user of Docker for Windows.
 # These .sh scripts will be run from the Container after `docker compose up -d`.
 # If they appear to be CRLF style, Dash from the Container will fail to execute
 # them.
--- a/.github/linters/editorconfig-checker.json
+++ b/.github/linters/editorconfig-checker.json
@ -0,0 +1,22 @@
+{
+    "Verbose": false,
+    "Debug": false,
+    "IgnoreDefaults": false,
+    "SpacesAfterTabs": false,
+    "NoColor": false,
+    "Exclude": [
+        "^web/public/vs/",
+        "^web/public/pdf.worker.min.mjs$",
+        "web/app/components/base/icons/src/vender/"
+    ],
+    "AllowedContentTypes": [],
+    "PassedFiles": [],
+    "Disable": {
+        "EndOfLine": false,
+        "Indentation": false,
+        "IndentSize": true,
+        "InsertFinalNewline": false,
+        "TrimTrailingWhitespace": false,
+        "MaxLineLength": false
+    }
+}
--- a/.github/workflows/api-tests.yml
+++ b/.github/workflows/api-tests.yml
@ -88,3 +88,6 @@ jobs:

      - name: Run Workflow
        run: uv run --project api bash dev/pytest/pytest_workflow.sh
+
+      - name: Run Tool
+        run: uv run --project api bash dev/pytest/pytest_tools.sh
--- a/.github/workflows/style.yml
+++ b/.github/workflows/style.yml
@ -9,6 +9,12 @@ concurrency:
  group: style-${{ github.head_ref || github.run_id }}
  cancel-in-progress: true

+permissions:
+  checks: write
+  statuses: write
+  contents: read
+
+
 jobs:
  python-style:
    name: Python Style
@ -43,8 +49,8 @@ jobs:
        if: steps.changed-files.outputs.any_changed == 'true'
        run: |
          uv run --directory api ruff --version
-          uv run --directory api ruff check ./
-          uv run --directory api ruff format --check ./
+          uv run --directory api ruff check --diff ./
+          uv run --directory api ruff format --check --diff ./

      - name: Dotenv check
        if: steps.changed-files.outputs.any_changed == 'true'
@ -163,3 +169,14 @@ jobs:
          VALIDATE_DOCKERFILE_HADOLINT: true
          VALIDATE_XML: true
          VALIDATE_YAML: true
+
+      - name: EditorConfig checks
+        uses: super-linter/super-linter/slim@v7
+        env:
+          DEFAULT_BRANCH: main
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          IGNORE_GENERATED_FILES: true
+          IGNORE_GITIGNORED_FILES: true
+          # EditorConfig validation
+          VALIDATE_EDITORCONFIG: true
+          EDITORCONFIG_FILE_NAME: editorconfig-checker.json
--- a/CONTRIBUTING_ES.md
+++ b/CONTRIBUTING_ES.md
@ -90,4 +90,4 @@ Recomendamos revisar este documento cuidadosamente antes de proceder con la conf
 No dudes en contactarnos si encuentras algún problema durante el proceso de configuración.
 ## Obteniendo Ayuda

-Si alguna vez te quedas atascado o tienes una pregunta urgente mientras contribuyes, simplemente envíanos tus consultas a través del issue relacionado de GitHub, o únete a nuestro [Discord](https://discord.gg/8Tpq4AcN9c) para una charla rápida. 
+Si alguna vez te quedas atascado o tienes una pregunta urgente mientras contribuyes, simplemente envíanos tus consultas a través del issue relacionado de GitHub, o únete a nuestro [Discord](https://discord.gg/8Tpq4AcN9c) para una charla rápida. 
--- a/CONTRIBUTING_FR.md
+++ b/CONTRIBUTING_FR.md
@ -90,4 +90,4 @@ Nous recommandons de revoir attentivement ce document avant de procéder à la c
 N'hésitez pas à nous contacter si vous rencontrez des problèmes pendant le processus de configuration.
 ## Obtenir de l'aide

-Si jamais vous êtes bloqué ou avez une question urgente en contribuant, envoyez-nous simplement vos questions via le problème GitHub concerné, ou rejoignez notre [Discord](https://discord.gg/8Tpq4AcN9c) pour une discussion rapide. 
+Si jamais vous êtes bloqué ou avez une question urgente en contribuant, envoyez-nous simplement vos questions via le problème GitHub concerné, ou rejoignez notre [Discord](https://discord.gg/8Tpq4AcN9c) pour une discussion rapide. 
--- a/CONTRIBUTING_KR.md
+++ b/CONTRIBUTING_KR.md
@ -90,4 +90,4 @@ PR 설명에 기존 이슈를 연결하거나 새 이슈를 여는 것을 잊지
 설정 과정에서 문제가 발생하면 언제든지 연락해 주세요.
 ## 도움 받기

-기여하는 동안 막히거나 긴급한 질문이 있으면, 관련 GitHub 이슈를 통해 질문을 보내거나, 빠른 대화를 위해 우리의 [Discord](https://discord.gg/8Tpq4AcN9c)에 참여하세요. 
+기여하는 동안 막히거나 긴급한 질문이 있으면, 관련 GitHub 이슈를 통해 질문을 보내거나, 빠른 대화를 위해 우리의 [Discord](https://discord.gg/8Tpq4AcN9c)에 참여하세요. 
--- a/CONTRIBUTING_PT.md
+++ b/CONTRIBUTING_PT.md
@ -90,4 +90,4 @@ Recomendamos revisar este documento cuidadosamente antes de prosseguir com a con
 Sinta-se à vontade para entrar em contato se encontrar quaisquer problemas durante o processo de configuração.
 ## Obtendo Ajuda

-Se você ficar preso ou tiver uma dúvida urgente enquanto contribui, simplesmente envie suas perguntas através do problema relacionado no GitHub, ou entre no nosso [Discord](https://discord.gg/8Tpq4AcN9c) para uma conversa rápida. 
+Se você ficar preso ou tiver uma dúvida urgente enquanto contribui, simplesmente envie suas perguntas através do problema relacionado no GitHub, ou entre no nosso [Discord](https://discord.gg/8Tpq4AcN9c) para uma conversa rápida. 
--- a/CONTRIBUTING_TR.md
+++ b/CONTRIBUTING_TR.md
@ -90,4 +90,4 @@ Kuruluma geçmeden önce bu belgeyi dikkatlice incelemenizi öneririz, çünkü
 Kurulum süreci sırasında herhangi bir sorunla karşılaşırsanız bizimle iletişime geçmekten çekinmeyin.
 ## Yardım Almak

-Katkıda bulunurken takılırsanız veya yanıcı bir sorunuz olursa, sorularınızı ilgili GitHub sorunu aracılığıyla bize gönderin veya hızlı bir sohbet için [Discord'umuza](https://discord.gg/8Tpq4AcN9c) katılın. 
+Katkıda bulunurken takılırsanız veya yanıcı bir sorunuz olursa, sorularınızı ilgili GitHub sorunu aracılığıyla bize gönderin veya hızlı bir sohbet için [Discord'umuza](https://discord.gg/8Tpq4AcN9c) katılın. 
--- a/README.md
+++ b/README.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![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">Introducing Dify Workflow File Upload: Recreate Google NotebookLM Podcast</a>
@ -54,7 +54,7 @@
  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>

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

 ## Quick start

@ -87,8 +87,6 @@ Please refer to our [FAQ](https://docs.dify.ai/getting-started/install-self-host
 **1. Workflow**:
 Build and test powerful AI workflows on a visual canvas, leveraging all the following features and beyond.

-https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
 **2. Comprehensive model support**:
 Seamless integration with hundreds of proprietary / open-source LLMs from dozens of inference providers and self-hosted solutions, covering GPT, Mistral, Llama3, and any OpenAI API-compatible models. A full list of supported model providers can be found [here](https://docs.dify.ai/getting-started/readme/model-providers).

@ -188,7 +186,7 @@ All of Dify's offerings come with corresponding APIs, so you could effortlessly

 - **Dify for enterprise / organizations</br>**
  We provide additional enterprise-centric features. [Log your questions for us through this chatbot](https://udify.app/chat/22L1zSxg6yW1cWQg) or [send us an email](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) to discuss enterprise needs. </br>
-  > For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one-click. It's an affordable AMI offering with the option to create apps with custom logo and branding.
+  > For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one click. It's an affordable AMI offering with the option to create apps with custom logo and branding.

 ## Staying ahead

@ -233,7 +231,7 @@ Deploy Dify to AWS with [CDK](https://aws.amazon.com/cdk/)
 For those who'd like to contribute code, see our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 At the same time, please consider supporting Dify by sharing it on social media and at events and conferences.

-> We are looking for contributors to help with translating Dify to languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
+> We are looking for contributors to help translate Dify into languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).

 ## Community & contact

--- a/README_AR.md
+++ b/README_AR.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![cover-v5-optimized](./images/GitHub_README_if.png)

 <p align="center">
  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@ -54,8 +54,6 @@

 **1. سير العمل**:  قم ببناء واختبار سير عمل الذكاء الاصطناعي القوي على قماش بصري، مستفيدًا من جميع الميزات التالية وأكثر.

-  <https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa>
-
 **2. الدعم الشامل للنماذج**: تكامل سلس مع مئات من LLMs الخاصة / مفتوحة المصدر من عشرات من موفري التحليل والحلول المستضافة ذاتيًا، مما يغطي GPT و Mistral و Llama3 وأي نماذج متوافقة مع واجهة OpenAI API. يمكن العثور على قائمة كاملة بمزودي النموذج المدعومين [هنا](https://docs.dify.ai/getting-started/readme/model-providers).

 ![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
--- a/README_BN.md
+++ b/README_BN.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![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>
@ -84,8 +84,6 @@ docker compose up -d
 **১. ওয়ার্কফ্লো**:
    ভিজ্যুয়াল ক্যানভাসে  AI ওয়ার্কফ্লো তৈরি এবং পরীক্ষা করুন, নিম্নলিখিত সব ফিচার এবং  তার বাইরেও আরও অনেক কিছু ব্যবহার করে।

-  <https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa>
-
 **২.  মডেল সাপোর্ট**:
  GPT, Mistral, Llama3, এবং যেকোনো OpenAI API-সামঞ্জস্যপূর্ণ মডেলসহ, কয়েক ডজন ইনফারেন্স প্রদানকারী এবং সেল্ফ-হোস্টেড সমাধান থেকে শুরু করে প্রোপ্রাইটরি/ওপেন-সোর্স LLM-এর সাথে সহজে ইন্টিগ্রেশন। সমর্থিত মডেল প্রদানকারীদের একটি সম্পূর্ণ তালিকা পাওয়া যাবে [এখানে](https://docs.dify.ai/getting-started/readme/model-providers)।

--- a/README_CN.md
+++ b/README_CN.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![cover-v5-optimized](./images/GitHub_README_if.png)

 <div align="center">
  <a href="https://cloud.dify.ai">Dify 云服务</a> ·
@ -61,11 +61,6 @@ Dify 是一个开源的 LLM 应用开发平台。其直观的界面结合了 AI
 **1. 工作流**: 
  在画布上构建和测试功能强大的 AI 工作流程，利用以下所有功能以及更多功能。

-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
 **2. 全面的模型支持**: 
  与数百种专有/开源 LLMs 以及数十种推理提供商和自托管解决方案无缝集成，涵盖 GPT、Mistral、Llama3 以及任何与 OpenAI API 兼容的模型。完整的支持模型提供商列表可在[此处](https://docs.dify.ai/getting-started/readme/model-providers)找到。

--- a/README_DE.md
+++ b/README_DE.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![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>
@ -83,11 +83,6 @@ Bitte beachten Sie unsere [FAQ](https://docs.dify.ai/getting-started/install-sel
 **1. Workflow**: 
  Erstellen und testen Sie leistungsstarke KI-Workflows auf einer visuellen Oberfläche, wobei Sie alle der folgenden Funktionen und darüber hinaus nutzen können.

-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
 **2. Umfassende Modellunterstützung**: 
  Nahtlose Integration mit Hunderten von proprietären und Open-Source-LLMs von Dutzenden Inferenzanbietern und selbstgehosteten Lösungen, die GPT, Mistral, Llama3 und alle mit der OpenAI API kompatiblen Modelle abdecken. Eine vollständige Liste der unterstützten Modellanbieter finden Sie [hier](https://docs.dify.ai/getting-started/readme/model-providers).

--- a/README_ES.md
+++ b/README_ES.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![cover-v5-optimized](./images/GitHub_README_if.png)

 <p align="center">
  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@ -59,11 +59,6 @@ Dify es una plataforma de desarrollo de aplicaciones de LLM de código abierto.
 **1. Flujo de trabajo**: 
  Construye y prueba potentes flujos de trabajo de IA en un lienzo visual, aprovechando todas las siguientes características y más.

-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
 **2. Soporte de modelos completo**: 
  Integración perfecta con cientos de LLMs propietarios / de código abierto de docenas de proveedores de inferencia y soluciones auto-alojadas, que cubren GPT, Mistral, Llama3 y cualquier modelo compatible con la API de OpenAI. Se puede encontrar una lista completa de proveedores de modelos admitidos [aquí](https://docs.dify.ai/getting-started/readme/model-providers).

--- a/README_FR.md
+++ b/README_FR.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![cover-v5-optimized](./images/GitHub_README_if.png)

 <p align="center">
  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@ -59,11 +59,6 @@ Dify est une plateforme de développement d'applications LLM open source. Son in
 **1. Flux de travail** : 
  Construisez et testez des flux de travail d'IA puissants sur un canevas visuel, en utilisant toutes les fonctionnalités suivantes et plus encore.

-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
 **2. Prise en charge complète des modèles** : 
  Intégration transparente avec des centaines de LLM propriétaires / open source provenant de dizaines de fournisseurs d'inférence et de solutions auto-hébergées, couvrant GPT, Mistral, Llama3, et tous les modèles compatibles avec l'API OpenAI. Une liste complète des fournisseurs de modèles pris en charge se trouve [ici](https://docs.dify.ai/getting-started/readme/model-providers).

--- a/README_JA.md
+++ b/README_JA.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![cover-v5-optimized](./images/GitHub_README_if.png)

 <p align="center">
  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@ -60,11 +60,6 @@ DifyはオープンソースのLLMアプリケーション開発プラットフ
 **1. ワークフロー**:
  強力なAIワークフローをビジュアルキャンバス上で構築し、テストできます。すべての機能、および以下の機能を使用できます。

-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
 **2. 総合的なモデルサポート**:
  数百ものプロプライエタリ/オープンソースのLLMと、数十もの推論プロバイダーおよびセルフホスティングソリューションとのシームレスな統合を提供します。GPT、Mistral、Llama3、OpenAI APIと互換性のあるすべてのモデルを統合されています。サポートされているモデルプロバイダーの完全なリストは[こちら](https://docs.dify.ai/getting-started/readme/model-providers)をご覧ください。

--- a/README_KL.md
+++ b/README_KL.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![cover-v5-optimized](./images/GitHub_README_if.png)

 <p align="center">
  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@ -59,11 +59,6 @@ Dify is an open-source LLM app development platform. Its intuitive interface com
 **1. Workflow**: 
  Build and test powerful AI workflows on a visual canvas, leveraging all the following features and beyond.

-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
 **2. Comprehensive model support**: 
  Seamless integration with hundreds of proprietary / open-source LLMs from dozens of inference providers and self-hosted solutions, covering GPT, Mistral, Llama3, and any OpenAI API-compatible models. A full list of supported model providers can be found [here](https://docs.dify.ai/getting-started/readme/model-providers).

--- a/README_KR.md
+++ b/README_KR.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![cover-v5-optimized](./images/GitHub_README_if.png)

 <p align="center">
  <a href="https://cloud.dify.ai">Dify 클라우드</a> ·
@ -54,11 +54,6 @@
 **1. 워크플로우**:
    다음 기능들을 비롯한 다양한 기능을 활용하여 시각적 캔버스에서 강력한 AI 워크플로우를 구축하고 테스트하세요.

-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
 **2. 포괄적인 모델 지원:**: 

 수십 개의 추론 제공업체와 자체 호스팅 솔루션에서 제공하는 수백 개의 독점 및 오픈 소스 LLM과 원활하게 통합되며, GPT, Mistral, Llama3 및 모든 OpenAI API 호환 모델을 포함합니다. 지원되는 모델 제공업체의 전체 목록은 [여기](https://docs.dify.ai/getting-started/readme/model-providers)에서 확인할 수 있습니다.
--- a/README_PT.md
+++ b/README_PT.md
@ -1,5 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
-
+![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>
 </p>
@ -59,11 +58,6 @@ Dify é uma plataforma de desenvolvimento de aplicativos LLM de código aberto.
 **1. Workflow**: 
  Construa e teste workflows poderosos de IA em uma interface visual, aproveitando todos os recursos a seguir e muito mais.

-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
 **2. Suporte abrangente a modelos**: 
  Integração perfeita com centenas de LLMs proprietários e de código aberto de diversas provedoras e soluções auto-hospedadas, abrangendo GPT, Mistral, Llama3 e qualquer modelo compatível com a API da OpenAI. A lista completa de provedores suportados pode ser encontrada [aqui](https://docs.dify.ai/getting-started/readme/model-providers).

--- a/README_SI.md
+++ b/README_SI.md
@ -1,259 +1,254 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
-
-<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>
-</p>
-
-<p align="center">
-  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
-  <a href="https://docs.dify.ai/getting-started/install-self-hosted">Samostojno gostovanje</a> ·
-  <a href="https://docs.dify.ai">Dokumentacija</a> ·
-  <a href="https://dify.ai/pricing">Pregled ponudb izdelkov Dify</a>
-</p>
-
-<p align="center">
-    <a href="https://dify.ai" target="_blank">
-        <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
-    <a href="https://dify.ai/pricing" target="_blank">
-        <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
-    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
-        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
-            alt="chat on Discord"></a>
-    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
-        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="follow on X(Twitter)"></a>
-    <a href="https://www.linkedin.com/company/langgenius/" target="_blank">
-        <img src="https://custom-icon-badges.demolab.com/badge/LinkedIn-0A66C2?logo=linkedin-white&logoColor=fff"
-            alt="follow on LinkedIn"></a>
-    <a href="https://hub.docker.com/u/langgenius" target="_blank">
-        <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
-    <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
-        <img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
-    <a href="https://github.com/langgenius/dify/" target="_blank">
-        <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
-    <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
-        <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-</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_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="./README_SI.md"><img alt="README Slovenščina" src="https://img.shields.io/badge/Sloven%C5%A1%C4%8Dina-d9d9d9"></a>
-  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
-</p>
-
-
-Dify je odprtokodna platforma za razvoj aplikacij LLM. Njegov intuitivni vmesnik združuje agentski potek dela z umetno inteligenco, cevovod RAG, zmogljivosti agentov, upravljanje modelov, funkcije opazovanja in več, kar vam omogoča hiter prehod od prototipa do proizvodnje. 
-
-## Hitri začetek
-> Preden namestite Dify, se prepričajte, da vaša naprava izpolnjuje naslednje minimalne sistemske zahteve:
-> 
->- CPU >= 2 Core
->- RAM >= 4 GiB
-
-</br>
-
-Najlažji način za zagon strežnika Dify je prek docker compose . Preden zaženete Dify z naslednjimi ukazi, se prepričajte, da sta Docker in Docker Compose nameščena na vašem računalniku:
-
-```bash
-cd dify
-cd docker
-cp .env.example .env
-docker compose up -d
-```
-
-Po zagonu lahko dostopate do nadzorne plošče Dify v brskalniku na [http://localhost/install](http://localhost/install) in začnete postopek inicializacije.
-
-#### Iskanje pomoči
-Prosimo, glejte naša pogosta vprašanja [FAQ](https://docs.dify.ai/getting-started/install-self-hosted/faqs) če naletite na težave pri nastavitvi Dify. Če imate še vedno težave, se obrnite na [skupnost ali nas](#community--contact).
-
-> Če želite prispevati k Difyju ali narediti dodaten razvoj, glejte naš vodnik za [uvajanje iz izvorne kode](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)
-
-## Ključne značilnosti
-**1. Potek dela**: 
-  Zgradite in preizkusite zmogljive poteke dela AI na vizualnem platnu, pri čemer izkoristite vse naslednje funkcije in več.
-
-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
-**2. Celovita podpora za modele**: 
-  Brezhibna integracija s stotinami lastniških/odprtokodnih LLM-jev ducatov ponudnikov sklepanja in samostojnih rešitev, ki pokrivajo GPT, Mistral, Llama3 in vse modele, združljive z API-jem OpenAI. Celoten seznam podprtih ponudnikov modelov najdete [tukaj](https://docs.dify.ai/getting-started/readme/model-providers).
-
-![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
-
-
-**3. Prompt IDE**: 
-  intuitivni vmesnik za ustvarjanje pozivov, primerjavo zmogljivosti modela in dodajanje dodatnih funkcij, kot je pretvorba besedila v govor, aplikaciji, ki temelji na klepetu. 
-
-**4. RAG Pipeline**: 
-  E Obsežne zmogljivosti RAG, ki pokrivajo vse od vnosa dokumenta do priklica, s podporo za ekstrakcijo besedila iz datotek PDF, PPT in drugih običajnih formatov dokumentov.
-
-**5. Agent capabilities**: 
-  definirate lahko agente, ki temeljijo na klicanju funkcij LLM ali ReAct, in dodate vnaprej izdelana orodja ali orodja po meri za agenta. Dify ponuja več kot 50 vgrajenih orodij za agente AI, kot so Google Search, DALL·E, Stable Diffusion in WolframAlpha.
-
-**6. LLMOps**: 
-  Spremljajte in analizirajte dnevnike aplikacij in učinkovitost skozi čas. Pozive, nabore podatkov in modele lahko nenehno izboljšujete na podlagi proizvodnih podatkov in opomb.
-
-**7. Backend-as-a-Service**: 
-  AVse ponudbe Difyja so opremljene z ustreznimi API-ji, tako da lahko Dify brez težav integrirate v svojo poslovno logiko.
-
-## Primerjava Funkcij
-
-<table style="width: 100%;">
-  <tr>
-    <th align="center">Funkcija</th>
-    <th align="center">Dify.AI</th>
-    <th align="center">LangChain</th>
-    <th align="center">Flowise</th>
-    <th align="center">OpenAI Assistants API</th>
-  </tr>
-  <tr>
-    <td align="center">Programski pristop</td>
-    <td align="center">API + usmerjeno v aplikacije</td>
-    <td align="center">Python koda</td>
-    <td align="center">Usmerjeno v aplikacije</td>
-    <td align="center">Usmerjeno v API</td>
-  </tr>
-  <tr>
-    <td align="center">Podprti LLM-ji</td>
-    <td align="center">Bogata izbira</td>
-    <td align="center">Bogata izbira</td>
-    <td align="center">Bogata izbira</td>
-    <td align="center">Samo OpenAI</td>
-  </tr>
-  <tr>
-    <td align="center">RAG pogon</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-  </tr>
-  <tr>
-    <td align="center">Agent</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">✅</td>
-  </tr>
-  <tr>
-    <td align="center">Potek dela</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Spremljanje</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Funkcija za podjetja (SSO/nadzor dostopa)</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Lokalna namestitev</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-  </tr>
-</table>
-
-## Uporaba Dify
-
- **Cloud </br>**
-Gostimo storitev Dify Cloud za vsakogar, ki jo lahko preizkusite brez nastavitev. Zagotavlja vse zmožnosti različice za samostojno namestitev in vključuje 200 brezplačnih klicev GPT-4 v načrtu peskovnika.
-
- **Self-hosting Dify Community Edition</br>**
-Hitro zaženite Dify v svojem okolju s tem [začetnim vodnikom](#quick-start) . Za dodatne reference in podrobnejša navodila uporabite našo [dokumentacijo](https://docs.dify.ai) .
-
-
- **Dify za podjetja/organizacije</br>**
-Ponujamo dodatne funkcije, osredotočene na podjetja. Zabeležite svoja vprašanja prek tega klepetalnega robota ali nam pošljite e-pošto, da se pogovorimo o potrebah podjetja. </br>
-  > Za novoustanovljena podjetja in mala podjetja, ki uporabljajo AWS, si oglejte Dify Premium na AWS Marketplace in ga z enim klikom uvedite v svoj AWS VPC. To je cenovno ugodna ponudba AMI z možnostjo ustvarjanja aplikacij z logotipom in blagovno znamko po meri.
-
-
-## Staying ahead
-
-Star Dify on GitHub and be instantly notified of new releases.
-
-![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
-
-
-## Napredne nastavitve
-
-Če morate prilagoditi konfiguracijo, si oglejte komentarje v naši datoteki .env.example in posodobite ustrezne vrednosti v svoji .env datoteki. Poleg tega boste morda morali prilagoditi docker-compose.yamlsamo datoteko, na primer spremeniti različice slike, preslikave vrat ali namestitve nosilca, glede na vaše specifično okolje in zahteve za uvajanje. Po kakršnih koli spremembah ponovno zaženite docker-compose up -d. Celoten seznam razpoložljivih spremenljivk okolja najdete tukaj .
-
-Če želite konfigurirati visoko razpoložljivo nastavitev, so na voljo Helm Charts in datoteke YAML, ki jih prispeva skupnost, ki omogočajo uvedbo Difyja v Kubernetes.
-
- [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
- [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
-
-#### Uporaba Terraform za uvajanje
-
-namestite Dify v Cloud Platform z enim klikom z uporabo [terraform](https://www.terraform.io/)
-
-##### Azure Global
- [Azure Terraform by @nikawang](https://github.com/nikawang/dify-azure-terraform)
-
-##### Google Cloud
- [Google Cloud Terraform by @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
-
-#### Uporaba AWS CDK za uvajanje
-
-Uvedite Dify v AWS z uporabo [CDK](https://aws.amazon.com/cdk/)
-
-##### AWS 
- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
-
-## Prispevam
-
-Za tiste, ki bi radi prispevali kodo, si oglejte naš vodnik za prispevke . Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah. 
-
-
-
-> Iščemo sodelavce za pomoč pri prevajanju Difyja v jezike, ki niso mandarinščina ali angleščina. Če želite pomagati, si oglejte i18n README za več informacij in nam pustite komentar v global-userskanalu našega strežnika skupnosti Discord .
-
-## Skupnost in stik
-
-* [Github Discussion](https://github.com/langgenius/dify/discussions). Najboljše za: izmenjavo povratnih informacij in postavljanje vprašanj.
-* [GitHub Issues](https://github.com/langgenius/dify/issues). Najboljše za: hrošče, na katere naletite pri uporabi Dify.AI, in predloge funkcij. Oglejte si naš [vodnik za prispevke](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
-* [Discord](https://discord.gg/FngNHpbcY7). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
-* [X(Twitter)](https://twitter.com/dify_ai). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
-
-**Contributors**
-
-<a href="https://github.com/langgenius/dify/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=langgenius/dify" />
-</a>
-
-## Star history
-
-[![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
-
-
-## Varnostno razkritje
-
-Zaradi zaščite vaše zasebnosti se izogibajte objavljanju varnostnih vprašanj na GitHub. Namesto tega pošljite vprašanja na security@dify.ai in zagotovili vam bomo podrobnejši odgovor.
-
-## Licenca
-
-To skladišče je na voljo pod [odprtokodno licenco Dify](LICENSE) , ki je v bistvu Apache 2.0 z nekaj dodatnimi omejitvami.
+![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>
+</p>
+
+<p align="center">
+  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
+  <a href="https://docs.dify.ai/getting-started/install-self-hosted">Samostojno gostovanje</a> ·
+  <a href="https://docs.dify.ai">Dokumentacija</a> ·
+  <a href="https://dify.ai/pricing">Pregled ponudb izdelkov Dify</a>
+</p>
+
+<p align="center">
+    <a href="https://dify.ai" target="_blank">
+        <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
+    <a href="https://dify.ai/pricing" target="_blank">
+        <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
+    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
+        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
+            alt="chat on Discord"></a>
+    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
+        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
+            alt="follow on X(Twitter)"></a>
+    <a href="https://www.linkedin.com/company/langgenius/" target="_blank">
+        <img src="https://custom-icon-badges.demolab.com/badge/LinkedIn-0A66C2?logo=linkedin-white&logoColor=fff"
+            alt="follow on LinkedIn"></a>
+    <a href="https://hub.docker.com/u/langgenius" target="_blank">
+        <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
+    <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
+        <img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
+    <a href="https://github.com/langgenius/dify/" target="_blank">
+        <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
+    <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
+        <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
+</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_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_SI.md"><img alt="README Slovenščina" src="https://img.shields.io/badge/Sloven%C5%A1%C4%8Dina-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+</p>
+
+
+Dify je odprtokodna platforma za razvoj aplikacij LLM. Njegov intuitivni vmesnik združuje agentski potek dela z umetno inteligenco, cevovod RAG, zmogljivosti agentov, upravljanje modelov, funkcije opazovanja in več, kar vam omogoča hiter prehod od prototipa do proizvodnje. 
+
+## Hitri začetek
+> Preden namestite Dify, se prepričajte, da vaša naprava izpolnjuje naslednje minimalne sistemske zahteve:
+> 
+>- CPU >= 2 Core
+>- RAM >= 4 GiB
+
+</br>
+
+Najlažji način za zagon strežnika Dify je prek docker compose . Preden zaženete Dify z naslednjimi ukazi, se prepričajte, da sta Docker in Docker Compose nameščena na vašem računalniku:
+
+```bash
+cd dify
+cd docker
+cp .env.example .env
+docker compose up -d
+```
+
+Po zagonu lahko dostopate do nadzorne plošče Dify v brskalniku na [http://localhost/install](http://localhost/install) in začnete postopek inicializacije.
+
+#### Iskanje pomoči
+Prosimo, glejte naša pogosta vprašanja [FAQ](https://docs.dify.ai/getting-started/install-self-hosted/faqs) če naletite na težave pri nastavitvi Dify. Če imate še vedno težave, se obrnite na [skupnost ali nas](#community--contact).
+
+> Če želite prispevati k Difyju ali narediti dodaten razvoj, glejte naš vodnik za [uvajanje iz izvorne kode](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)
+
+## Ključne značilnosti
+**1. Potek dela**: 
+  Zgradite in preizkusite zmogljive poteke dela AI na vizualnem platnu, pri čemer izkoristite vse naslednje funkcije in več.
+
+**2. Celovita podpora za modele**: 
+  Brezhibna integracija s stotinami lastniških/odprtokodnih LLM-jev ducatov ponudnikov sklepanja in samostojnih rešitev, ki pokrivajo GPT, Mistral, Llama3 in vse modele, združljive z API-jem OpenAI. Celoten seznam podprtih ponudnikov modelov najdete [tukaj](https://docs.dify.ai/getting-started/readme/model-providers).
+
+![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
+
+
+**3. Prompt IDE**: 
+  intuitivni vmesnik za ustvarjanje pozivov, primerjavo zmogljivosti modela in dodajanje dodatnih funkcij, kot je pretvorba besedila v govor, aplikaciji, ki temelji na klepetu. 
+
+**4. RAG Pipeline**: 
+  E Obsežne zmogljivosti RAG, ki pokrivajo vse od vnosa dokumenta do priklica, s podporo za ekstrakcijo besedila iz datotek PDF, PPT in drugih običajnih formatov dokumentov.
+
+**5. Agent capabilities**: 
+  definirate lahko agente, ki temeljijo na klicanju funkcij LLM ali ReAct, in dodate vnaprej izdelana orodja ali orodja po meri za agenta. Dify ponuja več kot 50 vgrajenih orodij za agente AI, kot so Google Search, DALL·E, Stable Diffusion in WolframAlpha.
+
+**6. LLMOps**: 
+  Spremljajte in analizirajte dnevnike aplikacij in učinkovitost skozi čas. Pozive, nabore podatkov in modele lahko nenehno izboljšujete na podlagi proizvodnih podatkov in opomb.
+
+**7. Backend-as-a-Service**: 
+  AVse ponudbe Difyja so opremljene z ustreznimi API-ji, tako da lahko Dify brez težav integrirate v svojo poslovno logiko.
+
+## Primerjava Funkcij
+
+<table style="width: 100%;">
+  <tr>
+    <th align="center">Funkcija</th>
+    <th align="center">Dify.AI</th>
+    <th align="center">LangChain</th>
+    <th align="center">Flowise</th>
+    <th align="center">OpenAI Assistants API</th>
+  </tr>
+  <tr>
+    <td align="center">Programski pristop</td>
+    <td align="center">API + usmerjeno v aplikacije</td>
+    <td align="center">Python koda</td>
+    <td align="center">Usmerjeno v aplikacije</td>
+    <td align="center">Usmerjeno v API</td>
+  </tr>
+  <tr>
+    <td align="center">Podprti LLM-ji</td>
+    <td align="center">Bogata izbira</td>
+    <td align="center">Bogata izbira</td>
+    <td align="center">Bogata izbira</td>
+    <td align="center">Samo OpenAI</td>
+  </tr>
+  <tr>
+    <td align="center">RAG pogon</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+  </tr>
+  <tr>
+    <td align="center">Agent</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+    <td align="center">✅</td>
+  </tr>
+  <tr>
+    <td align="center">Potek dela</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+  </tr>
+  <tr>
+    <td align="center">Spremljanje</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+    <td align="center">❌</td>
+  </tr>
+  <tr>
+    <td align="center">Funkcija za podjetja (SSO/nadzor dostopa)</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+    <td align="center">❌</td>
+    <td align="center">❌</td>
+  </tr>
+  <tr>
+    <td align="center">Lokalna namestitev</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+  </tr>
+</table>
+
+## Uporaba Dify
+
+- **Cloud </br>**
+Gostimo storitev Dify Cloud za vsakogar, ki jo lahko preizkusite brez nastavitev. Zagotavlja vse zmožnosti različice za samostojno namestitev in vključuje 200 brezplačnih klicev GPT-4 v načrtu peskovnika.
+
+- **Self-hosting Dify Community Edition</br>**
+Hitro zaženite Dify v svojem okolju s tem [začetnim vodnikom](#quick-start) . Za dodatne reference in podrobnejša navodila uporabite našo [dokumentacijo](https://docs.dify.ai) .
+
+
+- **Dify za podjetja/organizacije</br>**
+Ponujamo dodatne funkcije, osredotočene na podjetja. Zabeležite svoja vprašanja prek tega klepetalnega robota ali nam pošljite e-pošto, da se pogovorimo o potrebah podjetja. </br>
+  > Za novoustanovljena podjetja in mala podjetja, ki uporabljajo AWS, si oglejte Dify Premium na AWS Marketplace in ga z enim klikom uvedite v svoj AWS VPC. To je cenovno ugodna ponudba AMI z možnostjo ustvarjanja aplikacij z logotipom in blagovno znamko po meri.
+
+
+## Staying ahead
+
+Star Dify on GitHub and be instantly notified of new releases.
+
+![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
+
+
+## Napredne nastavitve
+
+Če morate prilagoditi konfiguracijo, si oglejte komentarje v naši datoteki .env.example in posodobite ustrezne vrednosti v svoji .env datoteki. Poleg tega boste morda morali prilagoditi docker-compose.yamlsamo datoteko, na primer spremeniti različice slike, preslikave vrat ali namestitve nosilca, glede na vaše specifično okolje in zahteve za uvajanje. Po kakršnih koli spremembah ponovno zaženite docker-compose up -d. Celoten seznam razpoložljivih spremenljivk okolja najdete tukaj .
+
+Če želite konfigurirati visoko razpoložljivo nastavitev, so na voljo Helm Charts in datoteke YAML, ki jih prispeva skupnost, ki omogočajo uvedbo Difyja v Kubernetes.
+
+- [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
+- [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
+- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
+- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
+
+#### Uporaba Terraform za uvajanje
+
+namestite Dify v Cloud Platform z enim klikom z uporabo [terraform](https://www.terraform.io/)
+
+##### Azure Global
+- [Azure Terraform by @nikawang](https://github.com/nikawang/dify-azure-terraform)
+
+##### Google Cloud
+- [Google Cloud Terraform by @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
+
+#### Uporaba AWS CDK za uvajanje
+
+Uvedite Dify v AWS z uporabo [CDK](https://aws.amazon.com/cdk/)
+
+##### AWS 
+- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+
+## Prispevam
+
+Za tiste, ki bi radi prispevali kodo, si oglejte naš vodnik za prispevke . Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah. 
+
+
+
+> Iščemo sodelavce za pomoč pri prevajanju Difyja v jezike, ki niso mandarinščina ali angleščina. Če želite pomagati, si oglejte i18n README za več informacij in nam pustite komentar v global-userskanalu našega strežnika skupnosti Discord .
+
+## Skupnost in stik
+
+* [Github Discussion](https://github.com/langgenius/dify/discussions). Najboljše za: izmenjavo povratnih informacij in postavljanje vprašanj.
+* [GitHub Issues](https://github.com/langgenius/dify/issues). Najboljše za: hrošče, na katere naletite pri uporabi Dify.AI, in predloge funkcij. Oglejte si naš [vodnik za prispevke](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
+* [Discord](https://discord.gg/FngNHpbcY7). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
+* [X(Twitter)](https://twitter.com/dify_ai). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
+
+**Contributors**
+
+<a href="https://github.com/langgenius/dify/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=langgenius/dify" />
+</a>
+
+## Star history
+
+[![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
+
+
+## Varnostno razkritje
+
+Zaradi zaščite vaše zasebnosti se izogibajte objavljanju varnostnih vprašanj na GitHub. Namesto tega pošljite vprašanja na security@dify.ai in zagotovili vam bomo podrobnejši odgovor.
+
+## Licenca
+
+To skladišče je na voljo pod [odprtokodno licenco Dify](LICENSE) , ki je v bistvu Apache 2.0 z nekaj dodatnimi omejitvami.
--- a/README_TR.md
+++ b/README_TR.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![cover-v5-optimized](./images/GitHub_README_if.png)

 <p align="center">
  <a href="https://cloud.dify.ai">Dify Bulut</a> ·
@ -55,11 +55,6 @@ Dify, açık kaynaklı bir LLM uygulama geliştirme platformudur. Sezgisel aray
 **1. Workflow**: 
 Görsel bir arayüz üzerinde güçlü AI iş akışları oluşturun ve test edin, aşağıdaki tüm özellikleri ve daha fazlasını kullanarak.

-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
 **2. Kapsamlı model desteği**:
 Çok sayıda çıkarım sağlayıcısı ve kendi kendine barındırılan çözümlerden yüzlerce özel / açık kaynaklı LLM ile sorunsuz entegrasyon sağlar. GPT, Mistral, Llama3 ve OpenAI API uyumlu tüm modelleri kapsar. Desteklenen model sağlayıcılarının tam listesine [buradan](https://docs.dify.ai/getting-started/readme/model-providers) ulaşabilirsiniz.

--- a/README_TW.md
+++ b/README_TW.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![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>
@ -86,8 +86,6 @@ docker compose up -d
 **1. 工作流程**：
 在視覺化畫布上建立和測試強大的 AI 工作流程，利用以下所有功能及更多。

-https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
 **2. 全面的模型支援**：
 無縫整合來自數十個推理提供商和自託管解決方案的數百個專有/開源 LLM，涵蓋 GPT、Mistral、Llama3 和任何與 OpenAI API 兼容的模型。您可以在[此處](https://docs.dify.ai/getting-started/readme/model-providers)找到支援的模型提供商完整列表。

--- a/README_VI.md
+++ b/README_VI.md
@ -1,4 +1,4 @@
-![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+![cover-v5-optimized](./images/GitHub_README_if.png)

 <p align="center">
  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
@ -55,11 +55,6 @@ Dify là một nền tảng phát triển ứng dụng LLM mã nguồn mở. Gia
 **1. Quy trình làm việc**: 
  Xây dựng và kiểm tra các quy trình làm việc AI mạnh mẽ trên một canvas trực quan, tận dụng tất cả các tính năng sau đây và hơn thế nữa.

-
-  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
-
-
-
 **2. Hỗ trợ mô hình toàn diện**: 
  Tích hợp liền mạch với hàng trăm mô hình LLM độc quyền / mã nguồn mở từ hàng chục nhà cung cấp suy luận và giải pháp tự lưu trữ, bao gồm GPT, Mistral, Llama3, và bất kỳ mô hình tương thích API OpenAI nào. Danh sách đầy đủ các nhà cung cấp mô hình được hỗ trợ có thể được tìm thấy [tại đây](https://docs.dify.ai/getting-started/readme/model-providers).

--- a/api/.dockerignore
+++ b/api/.dockerignore
@ -16,4 +16,4 @@ logs
 .ruff_cache

 # venv
-.venv
+.venv
--- a/api/.env.example
+++ b/api/.env.example
@ -297,6 +297,7 @@ LINDORM_URL=http://ld-*******************-proxy-search-pub.lindorm.aliyuncs.com:
 LINDORM_USERNAME=admin
 LINDORM_PASSWORD=admin
 USING_UGC_INDEX=False
+LINDORM_QUERY_TIMEOUT=1

 # OceanBase Vector configuration
 OCEANBASE_VECTOR_HOST=127.0.0.1
@ -475,6 +476,7 @@ LOGIN_LOCKOUT_DURATION=86400
 ENABLE_OTEL=false
 OTLP_BASE_ENDPOINT=http://localhost:4318
 OTLP_API_KEY=
+OTEL_EXPORTER_OTLP_PROTOCOL=
 OTEL_EXPORTER_TYPE=otlp
 OTEL_SAMPLING_RATE=0.1
 OTEL_BATCH_EXPORT_SCHEDULE_DELAY=5000
--- a/api/README.md
+++ b/api/README.md
@ -90,3 +90,4 @@
   ```bash
   uv run -P api bash dev/pytest/pytest_all_tests.sh
   ```
+
--- a/api/app.py
+++ b/api/app.py
@ -18,7 +18,7 @@ else:
    # so we need to disable gevent in debug mode.
    # If you are using debugpy and set GEVENT_SUPPORT=True, you can debug with gevent.
    if (flask_debug := os.environ.get("FLASK_DEBUG", "0")) and flask_debug.lower() in {"false", "0", "no"}:
-        from gevent import monkey  # type: ignore
+        from gevent import monkey

        # gevent
        monkey.patch_all()
--- a/api/app_factory.py
+++ b/api/app_factory.py
@ -52,10 +52,8 @@ def initialize_extensions(app: DifyApp):
        ext_mail,
        ext_migrate,
        ext_otel,
-        ext_otel_patch,
        ext_proxy_fix,
        ext_redis,
-        ext_repositories,
        ext_sentry,
        ext_set_secretkey,
        ext_storage,
@ -76,7 +74,6 @@ def initialize_extensions(app: DifyApp):
        ext_migrate,
        ext_redis,
        ext_storage,
-        ext_repositories,
        ext_celery,
        ext_login,
        ext_mail,
@ -85,7 +82,6 @@ def initialize_extensions(app: DifyApp):
        ext_proxy_fix,
        ext_blueprints,
        ext_commands,
-        ext_otel_patch,  # Apply patch before initializing OpenTelemetry
        ext_otel,
    ]
    for ext in extensions:
--- a/api/commands.py
+++ b/api/commands.py
@ -6,6 +6,7 @@ from typing import Optional

 import click
 from flask import current_app
+from sqlalchemy import select
 from werkzeug.exceptions import NotFound

 from configs import dify_config
@ -17,6 +18,7 @@ from core.rag.models.document import Document
 from events.app_event import app_was_created
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
+from extensions.ext_storage import storage
 from libs.helper import email as email_validate
 from libs.password import hash_password, password_pattern, valid_password
 from libs.rsa import generate_key_pair
@ -271,6 +273,7 @@ def migrate_knowledge_vector_database():
    upper_collection_vector_types = {
        VectorType.MILVUS,
        VectorType.PGVECTOR,
+        VectorType.VASTBASE,
        VectorType.RELYT,
        VectorType.WEAVIATE,
        VectorType.ORACLE,
@ -295,11 +298,11 @@ def migrate_knowledge_vector_database():
    page = 1
    while True:
        try:
-            datasets = (
-                Dataset.query.filter(Dataset.indexing_technique == "high_quality")
-                .order_by(Dataset.created_at.desc())
-                .paginate(page=page, per_page=50)
+            stmt = (
+                select(Dataset).filter(Dataset.indexing_technique == "high_quality").order_by(Dataset.created_at.desc())
            )
+
+            datasets = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
        except NotFound:
            break

@ -442,13 +445,13 @@ def convert_to_agent_apps():
            WHERE a.mode = 'chat'
            AND am.agent_mode is not null
            AND (
-				am.agent_mode like '%"strategy": "function_call"%'
+                am.agent_mode like '%"strategy": "function_call"%'
                OR am.agent_mode  like '%"strategy": "react"%'
-			)
+            )
            AND (
-				am.agent_mode like '{"enabled": true%'
+                am.agent_mode like '{"enabled": true%'
                OR am.agent_mode like '{"max_iteration": %'
-			) ORDER BY a.created_at DESC LIMIT 1000
+            ) ORDER BY a.created_at DESC LIMIT 1000
        """

        with db.engine.begin() as conn:
@ -549,11 +552,12 @@ def old_metadata_migration():
    page = 1
    while True:
        try:
-            documents = (
-                DatasetDocument.query.filter(DatasetDocument.doc_metadata is not None)
+            stmt = (
+                select(DatasetDocument)
+                .filter(DatasetDocument.doc_metadata.is_not(None))
                .order_by(DatasetDocument.created_at.desc())
-                .paginate(page=page, per_page=50)
            )
+            documents = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
        except NotFound:
            break
        if not documents:
@ -590,11 +594,15 @@ def old_metadata_migration():
                            )
                            db.session.add(dataset_metadata_binding)
                        else:
-                            dataset_metadata_binding = DatasetMetadataBinding.query.filter(
-                                DatasetMetadataBinding.dataset_id == document.dataset_id,
-                                DatasetMetadataBinding.document_id == document.id,
-                                DatasetMetadataBinding.metadata_id == dataset_metadata.id,
-                            ).first()
+                            dataset_metadata_binding = (
+                                db.session.query(DatasetMetadataBinding)  # type: ignore
+                                .filter(
+                                    DatasetMetadataBinding.dataset_id == document.dataset_id,
+                                    DatasetMetadataBinding.document_id == document.id,
+                                    DatasetMetadataBinding.metadata_id == dataset_metadata.id,
+                                )
+                                .first()
+                            )
                            if not dataset_metadata_binding:
                                dataset_metadata_binding = DatasetMetadataBinding(
                                    tenant_id=document.tenant_id,
@ -666,7 +674,7 @@ def upgrade_db():
            click.echo(click.style("Starting database migration.", fg="green"))

            # run db migration
-            import flask_migrate  # type: ignore
+            import flask_migrate

            flask_migrate.upgrade()

@ -814,3 +822,331 @@ def clear_free_plan_tenant_expired_logs(days: int, batch: int, tenant_ids: list[
    ClearFreePlanTenantExpiredLogs.process(days, batch, tenant_ids)

    click.echo(click.style("Clear free plan tenant expired logs completed.", fg="green"))
+
+
+@click.option("-f", "--force", is_flag=True, help="Skip user confirmation and force the command to execute.")
+@click.command("clear-orphaned-file-records", help="Clear orphaned file records.")
+def clear_orphaned_file_records(force: bool):
+    """
+    Clear orphaned file records in the database.
+    """
+
+    # define tables and columns to process
+    files_tables = [
+        {"table": "upload_files", "id_column": "id", "key_column": "key"},
+        {"table": "tool_files", "id_column": "id", "key_column": "file_key"},
+    ]
+    ids_tables = [
+        {"type": "uuid", "table": "message_files", "column": "upload_file_id"},
+        {"type": "text", "table": "documents", "column": "data_source_info"},
+        {"type": "text", "table": "document_segments", "column": "content"},
+        {"type": "text", "table": "messages", "column": "answer"},
+        {"type": "text", "table": "workflow_node_executions", "column": "inputs"},
+        {"type": "text", "table": "workflow_node_executions", "column": "process_data"},
+        {"type": "text", "table": "workflow_node_executions", "column": "outputs"},
+        {"type": "text", "table": "conversations", "column": "introduction"},
+        {"type": "text", "table": "conversations", "column": "system_instruction"},
+        {"type": "json", "table": "messages", "column": "inputs"},
+        {"type": "json", "table": "messages", "column": "message"},
+    ]
+
+    # notify user and ask for confirmation
+    click.echo(
+        click.style(
+            "This command will first find and delete orphaned file records from the message_files table,", fg="yellow"
+        )
+    )
+    click.echo(
+        click.style(
+            "and then it will find and delete orphaned file records in the following tables:",
+            fg="yellow",
+        )
+    )
+    for files_table in files_tables:
+        click.echo(click.style(f"- {files_table['table']}", fg="yellow"))
+    click.echo(
+        click.style("The following tables and columns will be scanned to find orphaned file records:", fg="yellow")
+    )
+    for ids_table in ids_tables:
+        click.echo(click.style(f"- {ids_table['table']} ({ids_table['column']})", fg="yellow"))
+    click.echo("")
+
+    click.echo(click.style("!!! USE WITH CAUTION !!!", fg="red"))
+    click.echo(
+        click.style(
+            (
+                "Since not all patterns have been fully tested, "
+                "please note that this command may delete unintended file records."
+            ),
+            fg="yellow",
+        )
+    )
+    click.echo(
+        click.style("This cannot be undone. Please make sure to back up your database before proceeding.", fg="yellow")
+    )
+    click.echo(
+        click.style(
+            (
+                "It is also recommended to run this during the maintenance window, "
+                "as this may cause high load on your instance."
+            ),
+            fg="yellow",
+        )
+    )
+    if not force:
+        click.confirm("Do you want to proceed?", abort=True)
+
+    # start the cleanup process
+    click.echo(click.style("Starting orphaned file records cleanup.", fg="white"))
+
+    # clean up the orphaned records in the message_files table where message_id doesn't exist in messages table
+    try:
+        click.echo(
+            click.style("- Listing message_files records where message_id doesn't exist in messages table", fg="white")
+        )
+        query = (
+            "SELECT mf.id, mf.message_id "
+            "FROM message_files mf LEFT JOIN messages m ON mf.message_id = m.id "
+            "WHERE m.id IS NULL"
+        )
+        orphaned_message_files = []
+        with db.engine.begin() as conn:
+            rs = conn.execute(db.text(query))
+            for i in rs:
+                orphaned_message_files.append({"id": str(i[0]), "message_id": str(i[1])})
+
+        if orphaned_message_files:
+            click.echo(click.style(f"Found {len(orphaned_message_files)} orphaned message_files records:", fg="white"))
+            for record in orphaned_message_files:
+                click.echo(click.style(f"  - id: {record['id']}, message_id: {record['message_id']}", fg="black"))
+
+            if not force:
+                click.confirm(
+                    (
+                        f"Do you want to proceed "
+                        f"to delete all {len(orphaned_message_files)} orphaned message_files records?"
+                    ),
+                    abort=True,
+                )
+
+            click.echo(click.style("- Deleting orphaned message_files records", fg="white"))
+            query = "DELETE FROM message_files WHERE id IN :ids"
+            with db.engine.begin() as conn:
+                conn.execute(db.text(query), {"ids": tuple([record["id"] for record in orphaned_message_files])})
+            click.echo(
+                click.style(f"Removed {len(orphaned_message_files)} orphaned message_files records.", fg="green")
+            )
+        else:
+            click.echo(click.style("No orphaned message_files records found. There is nothing to delete.", fg="green"))
+    except Exception as e:
+        click.echo(click.style(f"Error deleting orphaned message_files records: {str(e)}", fg="red"))
+
+    # clean up the orphaned records in the rest of the *_files tables
+    try:
+        # fetch file id and keys from each table
+        all_files_in_tables = []
+        for files_table in files_tables:
+            click.echo(click.style(f"- Listing file records in table {files_table['table']}", fg="white"))
+            query = f"SELECT {files_table['id_column']}, {files_table['key_column']} FROM {files_table['table']}"
+            with db.engine.begin() as conn:
+                rs = conn.execute(db.text(query))
+            for i in rs:
+                all_files_in_tables.append({"table": files_table["table"], "id": str(i[0]), "key": i[1]})
+        click.echo(click.style(f"Found {len(all_files_in_tables)} files in tables.", fg="white"))
+
+        # fetch referred table and columns
+        guid_regexp = "[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}"
+        all_ids_in_tables = []
+        for ids_table in ids_tables:
+            query = ""
+            if ids_table["type"] == "uuid":
+                click.echo(
+                    click.style(
+                        f"- Listing file ids in column {ids_table['column']} in table {ids_table['table']}", fg="white"
+                    )
+                )
+                query = (
+                    f"SELECT {ids_table['column']} FROM {ids_table['table']} WHERE {ids_table['column']} IS NOT NULL"
+                )
+                with db.engine.begin() as conn:
+                    rs = conn.execute(db.text(query))
+                for i in rs:
+                    all_ids_in_tables.append({"table": ids_table["table"], "id": str(i[0])})
+            elif ids_table["type"] == "text":
+                click.echo(
+                    click.style(
+                        f"- Listing file-id-like strings in column {ids_table['column']} in table {ids_table['table']}",
+                        fg="white",
+                    )
+                )
+                query = (
+                    f"SELECT regexp_matches({ids_table['column']}, '{guid_regexp}', 'g') AS extracted_id "
+                    f"FROM {ids_table['table']}"
+                )
+                with db.engine.begin() as conn:
+                    rs = conn.execute(db.text(query))
+                for i in rs:
+                    for j in i[0]:
+                        all_ids_in_tables.append({"table": ids_table["table"], "id": j})
+            elif ids_table["type"] == "json":
+                click.echo(
+                    click.style(
+                        (
+                            f"- Listing file-id-like JSON string in column {ids_table['column']} "
+                            f"in table {ids_table['table']}"
+                        ),
+                        fg="white",
+                    )
+                )
+                query = (
+                    f"SELECT regexp_matches({ids_table['column']}::text, '{guid_regexp}', 'g') AS extracted_id "
+                    f"FROM {ids_table['table']}"
+                )
+                with db.engine.begin() as conn:
+                    rs = conn.execute(db.text(query))
+                for i in rs:
+                    for j in i[0]:
+                        all_ids_in_tables.append({"table": ids_table["table"], "id": j})
+        click.echo(click.style(f"Found {len(all_ids_in_tables)} file ids in tables.", fg="white"))
+
+    except Exception as e:
+        click.echo(click.style(f"Error fetching keys: {str(e)}", fg="red"))
+        return
+
+    # find orphaned files
+    all_files = [file["id"] for file in all_files_in_tables]
+    all_ids = [file["id"] for file in all_ids_in_tables]
+    orphaned_files = list(set(all_files) - set(all_ids))
+    if not orphaned_files:
+        click.echo(click.style("No orphaned file records found. There is nothing to delete.", fg="green"))
+        return
+    click.echo(click.style(f"Found {len(orphaned_files)} orphaned file records.", fg="white"))
+    for file in orphaned_files:
+        click.echo(click.style(f"- orphaned file id: {file}", fg="black"))
+    if not force:
+        click.confirm(f"Do you want to proceed to delete all {len(orphaned_files)} orphaned file records?", abort=True)
+
+    # delete orphaned records for each file
+    try:
+        for files_table in files_tables:
+            click.echo(click.style(f"- Deleting orphaned file records in table {files_table['table']}", fg="white"))
+            query = f"DELETE FROM {files_table['table']} WHERE {files_table['id_column']} IN :ids"
+            with db.engine.begin() as conn:
+                conn.execute(db.text(query), {"ids": tuple(orphaned_files)})
+    except Exception as e:
+        click.echo(click.style(f"Error deleting orphaned file records: {str(e)}", fg="red"))
+        return
+    click.echo(click.style(f"Removed {len(orphaned_files)} orphaned file records.", fg="green"))
+
+
+@click.option("-f", "--force", is_flag=True, help="Skip user confirmation and force the command to execute.")
+@click.command("remove-orphaned-files-on-storage", help="Remove orphaned files on the storage.")
+def remove_orphaned_files_on_storage(force: bool):
+    """
+    Remove orphaned files on the storage.
+    """
+
+    # define tables and columns to process
+    files_tables = [
+        {"table": "upload_files", "key_column": "key"},
+        {"table": "tool_files", "key_column": "file_key"},
+    ]
+    storage_paths = ["image_files", "tools", "upload_files"]
+
+    # notify user and ask for confirmation
+    click.echo(click.style("This command will find and remove orphaned files on the storage,", fg="yellow"))
+    click.echo(
+        click.style("by comparing the files on the storage with the records in the following tables:", fg="yellow")
+    )
+    for files_table in files_tables:
+        click.echo(click.style(f"- {files_table['table']}", fg="yellow"))
+    click.echo(click.style("The following paths on the storage will be scanned to find orphaned files:", fg="yellow"))
+    for storage_path in storage_paths:
+        click.echo(click.style(f"- {storage_path}", fg="yellow"))
+    click.echo("")
+
+    click.echo(click.style("!!! USE WITH CAUTION !!!", fg="red"))
+    click.echo(
+        click.style(
+            "Currently, this command will work only for opendal based storage (STORAGE_TYPE=opendal).", fg="yellow"
+        )
+    )
+    click.echo(
+        click.style(
+            "Since not all patterns have been fully tested, please note that this command may delete unintended files.",
+            fg="yellow",
+        )
+    )
+    click.echo(
+        click.style("This cannot be undone. Please make sure to back up your storage before proceeding.", fg="yellow")
+    )
+    click.echo(
+        click.style(
+            (
+                "It is also recommended to run this during the maintenance window, "
+                "as this may cause high load on your instance."
+            ),
+            fg="yellow",
+        )
+    )
+    if not force:
+        click.confirm("Do you want to proceed?", abort=True)
+
+    # start the cleanup process
+    click.echo(click.style("Starting orphaned files cleanup.", fg="white"))
+
+    # fetch file id and keys from each table
+    all_files_in_tables = []
+    try:
+        for files_table in files_tables:
+            click.echo(click.style(f"- Listing files from table {files_table['table']}", fg="white"))
+            query = f"SELECT {files_table['key_column']} FROM {files_table['table']}"
+            with db.engine.begin() as conn:
+                rs = conn.execute(db.text(query))
+            for i in rs:
+                all_files_in_tables.append(str(i[0]))
+        click.echo(click.style(f"Found {len(all_files_in_tables)} files in tables.", fg="white"))
+    except Exception as e:
+        click.echo(click.style(f"Error fetching keys: {str(e)}", fg="red"))
+
+    all_files_on_storage = []
+    for storage_path in storage_paths:
+        try:
+            click.echo(click.style(f"- Scanning files on storage path {storage_path}", fg="white"))
+            files = storage.scan(path=storage_path, files=True, directories=False)
+            all_files_on_storage.extend(files)
+        except FileNotFoundError as e:
+            click.echo(click.style(f"  -> Skipping path {storage_path} as it does not exist.", fg="yellow"))
+            continue
+        except Exception as e:
+            click.echo(click.style(f"  -> Error scanning files on storage path {storage_path}: {str(e)}", fg="red"))
+            continue
+    click.echo(click.style(f"Found {len(all_files_on_storage)} files on storage.", fg="white"))
+
+    # find orphaned files
+    orphaned_files = list(set(all_files_on_storage) - set(all_files_in_tables))
+    if not orphaned_files:
+        click.echo(click.style("No orphaned files found. There is nothing to remove.", fg="green"))
+        return
+    click.echo(click.style(f"Found {len(orphaned_files)} orphaned files.", fg="white"))
+    for file in orphaned_files:
+        click.echo(click.style(f"- orphaned file: {file}", fg="black"))
+    if not force:
+        click.confirm(f"Do you want to proceed to remove all {len(orphaned_files)} orphaned files?", abort=True)
+
+    # delete orphaned files
+    removed_files = 0
+    error_files = 0
+    for file in orphaned_files:
+        try:
+            storage.delete(file)
+            removed_files += 1
+            click.echo(click.style(f"- Removing orphaned file: {file}", fg="white"))
+        except Exception as e:
+            error_files += 1
+            click.echo(click.style(f"- Error deleting orphaned file {file}: {str(e)}", fg="red"))
+            continue
+    if error_files == 0:
+        click.echo(click.style(f"Removed {removed_files} orphaned files without errors.", fg="green"))
+    else:
+        click.echo(click.style(f"Removed {removed_files} orphaned files, with {error_files} errors.", fg="yellow"))
--- a/api/configs/feature/init.py
+++ b/api/configs/feature/init.py
@ -74,7 +74,7 @@ class CodeExecutionSandboxConfig(BaseSettings):

    CODE_EXECUTION_ENDPOINT: HttpUrl = Field(
        description="URL endpoint for the code execution service",
-        default="http://sandbox:8194",
+        default=HttpUrl("http://sandbox:8194"),
    )

    CODE_EXECUTION_API_KEY: str = Field(
@ -145,7 +145,7 @@ class PluginConfig(BaseSettings):

    PLUGIN_DAEMON_URL: HttpUrl = Field(
        description="Plugin API URL",
-        default="http://localhost:5002",
+        default=HttpUrl("http://localhost:5002"),
    )

    PLUGIN_DAEMON_KEY: str = Field(
@ -188,7 +188,7 @@ class MarketplaceConfig(BaseSettings):

    MARKETPLACE_API_URL: HttpUrl = Field(
        description="Marketplace API URL",
-        default="https://marketplace.dify.ai",
+        default=HttpUrl("https://marketplace.dify.ai"),
    )


@ -398,6 +398,11 @@ class InnerAPIConfig(BaseSettings):
        default=False,
    )

+    INNER_API_KEY: Optional[str] = Field(
+        description="API key for accessing the internal API",
+        default=None,
+    )
+

 class LoggingConfig(BaseSettings):
    """
--- a/api/configs/middleware/init.py
+++ b/api/configs/middleware/init.py
@ -1,6 +1,6 @@
 import os
 from typing import Any, Literal, Optional
-from urllib.parse import quote_plus
+from urllib.parse import parse_qsl, quote_plus

 from pydantic import Field, NonNegativeInt, PositiveFloat, PositiveInt, computed_field
 from pydantic_settings import BaseSettings
@ -39,6 +39,7 @@ from .vdb.tencent_vector_config import TencentVectorDBConfig
 from .vdb.tidb_on_qdrant_config import TidbOnQdrantConfig
 from .vdb.tidb_vector_config import TiDBVectorConfig
 from .vdb.upstash_config import UpstashConfig
+from .vdb.vastbase_vector_config import VastbaseVectorConfig
 from .vdb.vikingdb_config import VikingDBConfig
 from .vdb.weaviate_config import WeaviateConfig

@ -172,17 +173,31 @@ class DatabaseConfig(BaseSettings):

    RETRIEVAL_SERVICE_EXECUTORS: NonNegativeInt = Field(
        description="Number of processes for the retrieval service, default to CPU cores.",
-        default=os.cpu_count(),
+        default=os.cpu_count() or 1,
    )

-    @computed_field
+    @computed_field  # type: ignore[misc]
+    @property
    def SQLALCHEMY_ENGINE_OPTIONS(self) -> dict[str, Any]:
+        # Parse DB_EXTRAS for 'options'
+        db_extras_dict = dict(parse_qsl(self.DB_EXTRAS))
+        options = db_extras_dict.get("options", "")
+        # Always include timezone
+        timezone_opt = "-c timezone=UTC"
+        if options:
+            # Merge user options and timezone
+            merged_options = f"{options} {timezone_opt}"
+        else:
+            merged_options = timezone_opt
+
+        connect_args = {"options": merged_options}
+
        return {
            "pool_size": self.SQLALCHEMY_POOL_SIZE,
            "max_overflow": self.SQLALCHEMY_MAX_OVERFLOW,
            "pool_recycle": self.SQLALCHEMY_POOL_RECYCLE,
            "pool_pre_ping": self.SQLALCHEMY_POOL_PRE_PING,
-            "connect_args": {"options": "-c timezone=UTC"},
+            "connect_args": connect_args,
        }


@ -270,6 +285,7 @@ class MiddlewareConfig(
    OpenSearchConfig,
    OracleConfig,
    PGVectorConfig,
+    VastbaseVectorConfig,
    PGVectoRSConfig,
    QdrantConfig,
    RelytConfig,
--- a/api/configs/middleware/cache/redis_config.py
+++ b/api/configs/middleware/cache/redis_config.py
@ -83,3 +83,13 @@ class RedisConfig(BaseSettings):
        description="Password for Redis Clusters authentication (if required)",
        default=None,
    )
+
+    REDIS_SERIALIZATION_PROTOCOL: int = Field(
+        description="Redis serialization protocol (RESP) version",
+        default=3,
+    )
+
+    REDIS_ENABLE_CLIENT_SIDE_CACHE: bool = Field(
+        description="Enable client side cache in redis",
+        default=False,
+    )
--- a/api/configs/middleware/vdb/lindorm_config.py
+++ b/api/configs/middleware/vdb/lindorm_config.py
@ -32,3 +32,4 @@ class LindormConfig(BaseSettings):
        description="Using UGC index will store the same type of Index in a single index but can retrieve separately.",
        default=False,
    )
+    LINDORM_QUERY_TIMEOUT: Optional[float] = Field(description="The lindorm search request timeout (s)", default=2.0)
--- a/api/configs/middleware/vdb/opensearch_config.py
+++ b/api/configs/middleware/vdb/opensearch_config.py
@ -1,4 +1,5 @@
-from typing import Optional
+import enum
+from typing import Literal, Optional

 from pydantic import Field, PositiveInt
 from pydantic_settings import BaseSettings
@ -9,6 +10,14 @@ class OpenSearchConfig(BaseSettings):
    Configuration settings for OpenSearch
    """

+    class AuthMethod(enum.StrEnum):
+        """
+        Authentication method for OpenSearch
+        """
+
+        BASIC = "basic"
+        AWS_MANAGED_IAM = "aws_managed_iam"
+
    OPENSEARCH_HOST: Optional[str] = Field(
        description="Hostname or IP address of the OpenSearch server (e.g., 'localhost' or 'opensearch.example.com')",
        default=None,
@ -19,6 +28,16 @@ class OpenSearchConfig(BaseSettings):
        default=9200,
    )

+    OPENSEARCH_SECURE: bool = Field(
+        description="Whether to use SSL/TLS encrypted connection for OpenSearch (True for HTTPS, False for HTTP)",
+        default=False,
+    )
+
+    OPENSEARCH_AUTH_METHOD: AuthMethod = Field(
+        description="Authentication method for OpenSearch connection (default is 'basic')",
+        default=AuthMethod.BASIC,
+    )
+
    OPENSEARCH_USER: Optional[str] = Field(
        description="Username for authenticating with OpenSearch",
        default=None,
@ -29,7 +48,11 @@ class OpenSearchConfig(BaseSettings):
        default=None,
    )

-    OPENSEARCH_SECURE: bool = Field(
-        description="Whether to use SSL/TLS encrypted connection for OpenSearch (True for HTTPS, False for HTTP)",
-        default=False,
+    OPENSEARCH_AWS_REGION: Optional[str] = Field(
+        description="AWS region for OpenSearch (e.g. 'us-west-2')",
+        default=None,
+    )
+
+    OPENSEARCH_AWS_SERVICE: Optional[Literal["es", "aoss"]] = Field(
+        description="AWS service for OpenSearch (e.g. 'aoss' for OpenSearch Serverless)", default=None
    )
--- a/api/configs/middleware/vdb/vastbase_vector_config.py
+++ b/api/configs/middleware/vdb/vastbase_vector_config.py
@ -0,0 +1,45 @@
+from typing import Optional
+
+from pydantic import Field, PositiveInt
+from pydantic_settings import BaseSettings
+
+
+class VastbaseVectorConfig(BaseSettings):
+    """
+    Configuration settings for Vector (Vastbase with vector extension)
+    """
+
+    VASTBASE_HOST: Optional[str] = Field(
+        description="Hostname or IP address of the Vastbase server with Vector extension (e.g., 'localhost')",
+        default=None,
+    )
+
+    VASTBASE_PORT: PositiveInt = Field(
+        description="Port number on which the Vastbase server is listening (default is 5432)",
+        default=5432,
+    )
+
+    VASTBASE_USER: Optional[str] = Field(
+        description="Username for authenticating with the Vastbase database",
+        default=None,
+    )
+
+    VASTBASE_PASSWORD: Optional[str] = Field(
+        description="Password for authenticating with the Vastbase database",
+        default=None,
+    )
+
+    VASTBASE_DATABASE: Optional[str] = Field(
+        description="Name of the Vastbase database to connect to",
+        default=None,
+    )
+
+    VASTBASE_MIN_CONNECTION: PositiveInt = Field(
+        description="Min connection of the Vastbase database",
+        default=1,
+    )
+
+    VASTBASE_MAX_CONNECTION: PositiveInt = Field(
+        description="Max connection of the Vastbase database",
+        default=5,
+    )
--- a/api/configs/observability/otel/otel_config.py
+++ b/api/configs/observability/otel/otel_config.py
@ -27,6 +27,11 @@ class OTelConfig(BaseSettings):
        default="otlp",
    )

+    OTEL_EXPORTER_OTLP_PROTOCOL: str = Field(
+        description="OTLP exporter protocol ('grpc' or 'http')",
+        default="http",
+    )
+
    OTEL_SAMPLING_RATE: float = Field(default=0.1, description="Sampling rate for traces (0.0 to 1.0)")

    OTEL_BATCH_EXPORT_SCHEDULE_DELAY: int = Field(
--- a/api/configs/packaging/init.py
+++ b/api/configs/packaging/init.py
@ -9,7 +9,7 @@ class PackagingInfo(BaseSettings):

    CURRENT_VERSION: str = Field(
        description="Dify version",
-        default="1.3.0",
+        default="1.4.0",
    )

    COMMIT_SHA: str = Field(
--- a/api/constants/init.py
+++ b/api/constants/init.py
@ -16,11 +16,25 @@ AUDIO_EXTENSIONS.extend([ext.upper() for ext in AUDIO_EXTENSIONS])


 if dify_config.ETL_TYPE == "Unstructured":
-    DOCUMENT_EXTENSIONS = ["txt", "markdown", "md", "mdx", "pdf", "html", "htm", "xlsx", "xls"]
+    DOCUMENT_EXTENSIONS = ["txt", "markdown", "md", "mdx", "pdf", "html", "htm", "xlsx", "xls", "vtt", "properties"]
    DOCUMENT_EXTENSIONS.extend(("doc", "docx", "csv", "eml", "msg", "pptx", "xml", "epub"))
    if dify_config.UNSTRUCTURED_API_URL:
        DOCUMENT_EXTENSIONS.append("ppt")
    DOCUMENT_EXTENSIONS.extend([ext.upper() for ext in DOCUMENT_EXTENSIONS])
 else:
-    DOCUMENT_EXTENSIONS = ["txt", "markdown", "md", "mdx", "pdf", "html", "htm", "xlsx", "xls", "docx", "csv"]
+    DOCUMENT_EXTENSIONS = [
+        "txt",
+        "markdown",
+        "md",
+        "mdx",
+        "pdf",
+        "html",
+        "htm",
+        "xlsx",
+        "xls",
+        "docx",
+        "csv",
+        "vtt",
+        "properties",
+    ]
    DOCUMENT_EXTENSIONS.extend([ext.upper() for ext in DOCUMENT_EXTENSIONS])
--- a/api/constants/mimetypes.py
+++ b/api/constants/mimetypes.py
@ -0,0 +1,7 @@
+# The two constants below should keep in sync.
+# Default content type for files which have no explicit content type.
+
+DEFAULT_MIME_TYPE = "application/octet-stream"
+# Default file extension for files which have no explicit content type, should
+# correspond to the `DEFAULT_MIME_TYPE` above.
+DEFAULT_EXTENSION = ".bin"
--- a/api/controllers/common/fields.py
+++ b/api/controllers/common/fields.py
@ -1,4 +1,6 @@
-from flask_restful import fields  # type: ignore
+from flask_restful import fields
+
+from libs.helper import AppIconUrlField

 parameters__system_parameters = {
    "image_file_size_limit": fields.Integer,
@ -22,3 +24,20 @@ parameters_fields = {
    "file_upload": fields.Raw,
    "system_parameters": fields.Nested(parameters__system_parameters),
 }
+
+site_fields = {
+    "title": fields.String,
+    "chat_color_theme": fields.String,
+    "chat_color_theme_inverted": fields.Boolean,
+    "icon_type": fields.String,
+    "icon": fields.String,
+    "icon_background": fields.String,
+    "icon_url": AppIconUrlField,
+    "description": fields.String,
+    "copyright": fields.String,
+    "privacy_policy": fields.String,
+    "custom_disclaimer": fields.String,
+    "default_language": fields.String,
+    "show_workflow_steps": fields.Boolean,
+    "use_icon_as_answer_icon": fields.Boolean,
+}
--- a/api/controllers/console/admin.py
+++ b/api/controllers/console/admin.py
@ -1,7 +1,7 @@
 from functools import wraps

 from flask import request
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_restful import Resource, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import NotFound, Unauthorized
--- a/api/controllers/console/apikey.py
+++ b/api/controllers/console/apikey.py
@ -1,7 +1,7 @@
 from typing import Any

-import flask_restful  # type: ignore
-from flask_login import current_user  # type: ignore
+import flask_restful
+from flask_login import current_user
 from flask_restful import Resource, fields, marshal_with
 from sqlalchemy import select
 from sqlalchemy.orm import Session
--- a/api/controllers/console/app/advanced_prompt_template.py
+++ b/api/controllers/console/app/advanced_prompt_template.py
@ -1,4 +1,4 @@
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_restful import Resource, reqparse

 from controllers.console import api
 from controllers.console.wraps import account_initialization_required, setup_required
--- a/api/controllers/console/app/agent.py
+++ b/api/controllers/console/app/agent.py
@ -1,4 +1,4 @@
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_restful import Resource, reqparse

 from controllers.console import api
 from controllers.console.app.wraps import get_app_model
--- a/api/controllers/console/app/annotation.py
+++ b/api/controllers/console/app/annotation.py
@ -1,6 +1,6 @@
 from flask import request
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, marshal, marshal_with, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal, marshal_with, reqparse
 from werkzeug.exceptions import Forbidden

 from controllers.console import api
@ -186,7 +186,7 @@ class AnnotationUpdateDeleteApi(Resource):
        app_id = str(app_id)
        annotation_id = str(annotation_id)
        AppAnnotationService.delete_app_annotation(app_id, annotation_id)
-        return {"result": "success"}, 200
+        return {"result": "success"}, 204


 class AnnotationBatchImportApi(Resource):
--- a/api/controllers/console/app/app.py
+++ b/api/controllers/console/app/app.py
@ -1,8 +1,8 @@
 import uuid
 from typing import cast

-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, inputs, marshal, marshal_with, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, inputs, marshal, marshal_with, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import BadRequest, Forbidden, abort
--- a/api/controllers/console/app/app_import.py
+++ b/api/controllers/console/app/app_import.py
@ -1,7 +1,7 @@
 from typing import cast

-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, marshal_with, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal_with, reqparse
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden

--- a/api/controllers/console/app/audio.py
+++ b/api/controllers/console/app/audio.py
@ -1,7 +1,7 @@
 import logging

 from flask import request
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_restful import Resource, reqparse
 from werkzeug.exceptions import InternalServerError

 import services
--- a/api/controllers/console/app/completion.py
+++ b/api/controllers/console/app/completion.py
@ -1,7 +1,7 @@
 import logging

-import flask_login  # type: ignore
-from flask_restful import Resource, reqparse  # type: ignore
+import flask_login
+from flask_restful import Resource, reqparse
 from werkzeug.exceptions import InternalServerError, NotFound

 import services
--- a/api/controllers/console/app/conversation.py
+++ b/api/controllers/console/app/conversation.py
@ -1,9 +1,9 @@
 from datetime import UTC, datetime

 import pytz  # pip install pytz
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, marshal_with, reqparse  # type: ignore
-from flask_restful.inputs import int_range  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal_with, reqparse
+from flask_restful.inputs import int_range
 from sqlalchemy import func, or_
 from sqlalchemy.orm import joinedload
 from werkzeug.exceptions import Forbidden, NotFound
--- a/api/controllers/console/app/conversation_variables.py
+++ b/api/controllers/console/app/conversation_variables.py
@ -1,4 +1,4 @@
-from flask_restful import Resource, marshal_with, reqparse  # type: ignore
+from flask_restful import Resource, marshal_with, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session

--- a/api/controllers/console/app/generator.py
+++ b/api/controllers/console/app/generator.py
@ -1,7 +1,7 @@
 import os

-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, reqparse

 from controllers.console import api
 from controllers.console.app.error import (
--- a/api/controllers/console/app/message.py
+++ b/api/controllers/console/app/message.py
@ -1,8 +1,8 @@
 import logging

-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, fields, marshal_with, reqparse  # type: ignore
-from flask_restful.inputs import int_range  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, fields, marshal_with, reqparse
+from flask_restful.inputs import int_range
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound

 from controllers.console import api
--- a/api/controllers/console/app/model_config.py
+++ b/api/controllers/console/app/model_config.py
@ -2,8 +2,8 @@ import json
 from typing import cast

 from flask import request
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource

 from controllers.console import api
 from controllers.console.app.wraps import get_app_model
--- a/api/controllers/console/app/ops_trace.py
+++ b/api/controllers/console/app/ops_trace.py
@ -1,4 +1,4 @@
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_restful import Resource, reqparse
 from werkzeug.exceptions import BadRequest

 from controllers.console import api
@ -84,7 +84,7 @@ class TraceAppConfigApi(Resource):
            result = OpsService.delete_tracing_app_config(app_id=app_id, tracing_provider=args["tracing_provider"])
            if not result:
                raise TracingConfigNotExist()
-            return {"result": "success"}
+            return {"result": "success"}, 204
        except Exception as e:
            raise BadRequest(str(e))

--- a/api/controllers/console/app/site.py
+++ b/api/controllers/console/app/site.py
@ -1,7 +1,7 @@
 from datetime import UTC, datetime

-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, marshal_with, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal_with, reqparse
 from werkzeug.exceptions import Forbidden, NotFound

 from constants.languages import supported_language
--- a/api/controllers/console/app/statistic.py
+++ b/api/controllers/console/app/statistic.py
@ -3,8 +3,8 @@ from decimal import Decimal

 import pytz
 from flask import jsonify
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, reqparse

 from controllers.console import api
 from controllers.console.app.wraps import get_app_model
--- a/api/controllers/console/app/workflow.py
+++ b/api/controllers/console/app/workflow.py
@ -3,7 +3,7 @@ import logging
 from typing import cast

 from flask import abort, request
-from flask_restful import Resource, inputs, marshal_with, reqparse  # type: ignore
+from flask_restful import Resource, inputs, marshal_with, reqparse
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound

--- a/api/controllers/console/app/workflow_app_log.py
+++ b/api/controllers/console/app/workflow_app_log.py
@ -1,6 +1,6 @@
 from dateutil.parser import isoparse
-from flask_restful import Resource, marshal_with, reqparse  # type: ignore
-from flask_restful.inputs import int_range  # type: ignore
+from flask_restful import Resource, marshal_with, reqparse
+from flask_restful.inputs import int_range
 from sqlalchemy.orm import Session

 from controllers.console import api
--- a/api/controllers/console/app/workflow_run.py
+++ b/api/controllers/console/app/workflow_run.py
@ -1,5 +1,5 @@
-from flask_restful import Resource, marshal_with, reqparse  # type: ignore
-from flask_restful.inputs import int_range  # type: ignore
+from flask_restful import Resource, marshal_with, reqparse
+from flask_restful.inputs import int_range

 from controllers.console import api
 from controllers.console.app.wraps import get_app_model
--- a/api/controllers/console/app/workflow_statistic.py
+++ b/api/controllers/console/app/workflow_statistic.py
@ -3,8 +3,8 @@ from decimal import Decimal

 import pytz
 from flask import jsonify
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, reqparse

 from controllers.console import api
 from controllers.console.app.wraps import get_app_model
--- a/api/controllers/console/auth/activate.py
+++ b/api/controllers/console/auth/activate.py
@ -1,7 +1,7 @@
 import datetime

 from flask import request
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_restful import Resource, reqparse

 from constants.languages import supported_language
 from controllers.console import api
--- a/api/controllers/console/auth/data_source_bearer_auth.py
+++ b/api/controllers/console/auth/data_source_bearer_auth.py
@ -1,5 +1,5 @@
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, reqparse
 from werkzeug.exceptions import Forbidden

 from controllers.console import api
@ -65,7 +65,7 @@ class ApiKeyAuthDataSourceBindingDelete(Resource):

        ApiKeyAuthService.delete_provider_auth(current_user.current_tenant_id, binding_id)

-        return {"result": "success"}, 200
+        return {"result": "success"}, 204


 api.add_resource(ApiKeyAuthDataSource, "/api-key-auth/data-source")
--- a/api/controllers/console/auth/data_source_oauth.py
+++ b/api/controllers/console/auth/data_source_oauth.py
@ -2,8 +2,8 @@ import logging

 import requests
 from flask import current_app, redirect, request
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource
 from werkzeug.exceptions import Forbidden

 from configs import dify_config
--- a/api/controllers/console/auth/forgot_password.py
+++ b/api/controllers/console/auth/forgot_password.py
@ -2,7 +2,7 @@ import base64
 import secrets

 from flask import request
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_restful import Resource, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session

--- a/api/controllers/console/auth/login.py
+++ b/api/controllers/console/auth/login.py
@ -1,8 +1,8 @@
 from typing import cast

-import flask_login  # type: ignore
+import flask_login
 from flask import request
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_restful import Resource, reqparse

 import services
 from configs import dify_config
--- a/api/controllers/console/auth/oauth.py
+++ b/api/controllers/console/auth/oauth.py
@ -4,7 +4,7 @@ from typing import Optional

 import requests
 from flask import current_app, redirect, request
-from flask_restful import Resource  # type: ignore
+from flask_restful import Resource
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Unauthorized
--- a/api/controllers/console/billing/billing.py
+++ b/api/controllers/console/billing/billing.py
@ -1,5 +1,5 @@
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, reqparse

 from controllers.console import api
 from controllers.console.wraps import account_initialization_required, only_edition_cloud, setup_required
--- a/api/controllers/console/billing/compliance.py
+++ b/api/controllers/console/billing/compliance.py
@ -1,6 +1,6 @@
 from flask import request
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, reqparse

 from libs.helper import extract_remote_ip
 from libs.login import login_required
--- a/api/controllers/console/datasets/data_source.py
+++ b/api/controllers/console/datasets/data_source.py
@ -2,8 +2,8 @@ import datetime
 import json

 from flask import request
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, marshal_with, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal_with, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import NotFound
--- a/api/controllers/console/datasets/datasets.py
+++ b/api/controllers/console/datasets/datasets.py
@ -1,7 +1,7 @@
-import flask_restful  # type: ignore
+import flask_restful
 from flask import request
-from flask_login import current_user  # type: ignore  # type: ignore
-from flask_restful import Resource, marshal, marshal_with, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal, marshal_with, reqparse
 from werkzeug.exceptions import Forbidden, NotFound

 import services
@ -526,14 +526,20 @@ class DatasetIndexingStatusApi(Resource):
        )
        documents_status = []
        for document in documents:
-            completed_segments = DocumentSegment.query.filter(
-                DocumentSegment.completed_at.isnot(None),
-                DocumentSegment.document_id == str(document.id),
-                DocumentSegment.status != "re_segment",
-            ).count()
-            total_segments = DocumentSegment.query.filter(
-                DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment"
-            ).count()
+            completed_segments = (
+                db.session.query(DocumentSegment)
+                .filter(
+                    DocumentSegment.completed_at.isnot(None),
+                    DocumentSegment.document_id == str(document.id),
+                    DocumentSegment.status != "re_segment",
+                )
+                .count()
+            )
+            total_segments = (
+                db.session.query(DocumentSegment)
+                .filter(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                .count()
+            )
            document.completed_segments = completed_segments
            document.total_segments = total_segments
            documents_status.append(marshal(document, document_status_fields))
@ -657,6 +663,7 @@ class DatasetRetrievalSettingApi(Resource):
                | VectorType.ELASTICSEARCH
                | VectorType.ELASTICSEARCH_JA
                | VectorType.PGVECTOR
+                | VectorType.VASTBASE
                | VectorType.TIDB_ON_QDRANT
                | VectorType.LINDORM
                | VectorType.COUCHBASE
@ -706,6 +713,7 @@ class DatasetRetrievalSettingMockApi(Resource):
                | VectorType.ELASTICSEARCH_JA
                | VectorType.COUCHBASE
                | VectorType.PGVECTOR
+                | VectorType.VASTBASE
                | VectorType.LINDORM
                | VectorType.OPENGAUSS
                | VectorType.OCEANBASE
--- a/api/controllers/console/datasets/datasets_document.py
+++ b/api/controllers/console/datasets/datasets_document.py
@ -4,9 +4,9 @@ from datetime import UTC, datetime
 from typing import cast

 from flask import request
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, fields, marshal, marshal_with, reqparse  # type: ignore
-from sqlalchemy import asc, desc
+from flask_login import current_user
+from flask_restful import Resource, fields, marshal, marshal_with, reqparse
+from sqlalchemy import asc, desc, select
 from werkzeug.exceptions import Forbidden, NotFound

 import services
@ -40,7 +40,7 @@ from core.indexing_runner import IndexingRunner
 from core.model_manager import ModelManager
 from core.model_runtime.entities.model_entities import ModelType
 from core.model_runtime.errors.invoke import InvokeAuthorizationError
-from core.plugin.manager.exc import PluginDaemonClientSideError
+from core.plugin.impl.exc import PluginDaemonClientSideError
 from core.rag.extractor.entity.extract_setting import ExtractSetting
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
@ -112,7 +112,7 @@ class GetProcessRuleApi(Resource):
        limits = DocumentService.DEFAULT_RULES["limits"]
        if document_id:
            # get the latest process rule
-            document = Document.query.get_or_404(document_id)
+            document = db.get_or_404(Document, document_id)

            dataset = DatasetService.get_dataset(document.dataset_id)

@ -175,7 +175,7 @@ class DatasetDocumentListApi(Resource):
        except services.errors.account.NoPermissionError as e:
            raise Forbidden(str(e))

-        query = Document.query.filter_by(dataset_id=str(dataset_id), tenant_id=current_user.current_tenant_id)
+        query = select(Document).filter_by(dataset_id=str(dataset_id), tenant_id=current_user.current_tenant_id)

        if search:
            search = f"%{search}%"
@ -209,18 +209,24 @@ class DatasetDocumentListApi(Resource):
                desc(Document.position),
            )

-        paginated_documents = query.paginate(page=page, per_page=limit, max_per_page=100, error_out=False)
+        paginated_documents = db.paginate(select=query, page=page, per_page=limit, max_per_page=100, error_out=False)
        documents = paginated_documents.items
        if fetch:
            for document in documents:
-                completed_segments = DocumentSegment.query.filter(
-                    DocumentSegment.completed_at.isnot(None),
-                    DocumentSegment.document_id == str(document.id),
-                    DocumentSegment.status != "re_segment",
-                ).count()
-                total_segments = DocumentSegment.query.filter(
-                    DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment"
-                ).count()
+                completed_segments = (
+                    db.session.query(DocumentSegment)
+                    .filter(
+                        DocumentSegment.completed_at.isnot(None),
+                        DocumentSegment.document_id == str(document.id),
+                        DocumentSegment.status != "re_segment",
+                    )
+                    .count()
+                )
+                total_segments = (
+                    db.session.query(DocumentSegment)
+                    .filter(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                    .count()
+                )
                document.completed_segments = completed_segments
                document.total_segments = total_segments
            data = marshal(documents, document_with_segments_fields)
@ -563,14 +569,20 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
        documents = self.get_batch_documents(dataset_id, batch)
        documents_status = []
        for document in documents:
-            completed_segments = DocumentSegment.query.filter(
-                DocumentSegment.completed_at.isnot(None),
-                DocumentSegment.document_id == str(document.id),
-                DocumentSegment.status != "re_segment",
-            ).count()
-            total_segments = DocumentSegment.query.filter(
-                DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment"
-            ).count()
+            completed_segments = (
+                db.session.query(DocumentSegment)
+                .filter(
+                    DocumentSegment.completed_at.isnot(None),
+                    DocumentSegment.document_id == str(document.id),
+                    DocumentSegment.status != "re_segment",
+                )
+                .count()
+            )
+            total_segments = (
+                db.session.query(DocumentSegment)
+                .filter(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                .count()
+            )
            document.completed_segments = completed_segments
            document.total_segments = total_segments
            if document.is_paused:
@ -589,14 +601,20 @@ class DocumentIndexingStatusApi(DocumentResource):
        document_id = str(document_id)
        document = self.get_document(dataset_id, document_id)

-        completed_segments = DocumentSegment.query.filter(
-            DocumentSegment.completed_at.isnot(None),
-            DocumentSegment.document_id == str(document_id),
-            DocumentSegment.status != "re_segment",
-        ).count()
-        total_segments = DocumentSegment.query.filter(
-            DocumentSegment.document_id == str(document_id), DocumentSegment.status != "re_segment"
-        ).count()
+        completed_segments = (
+            db.session.query(DocumentSegment)
+            .filter(
+                DocumentSegment.completed_at.isnot(None),
+                DocumentSegment.document_id == str(document_id),
+                DocumentSegment.status != "re_segment",
+            )
+            .count()
+        )
+        total_segments = (
+            db.session.query(DocumentSegment)
+            .filter(DocumentSegment.document_id == str(document_id), DocumentSegment.status != "re_segment")
+            .count()
+        )

        document.completed_segments = completed_segments
        document.total_segments = total_segments
--- a/api/controllers/console/datasets/datasets_segments.py
+++ b/api/controllers/console/datasets/datasets_segments.py
@ -2,8 +2,9 @@ import uuid

 import pandas as pd
 from flask import request
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, marshal, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal, reqparse
+from sqlalchemy import select
 from werkzeug.exceptions import Forbidden, NotFound

 import services
@ -26,6 +27,7 @@ from controllers.console.wraps import (
 from core.errors.error import LLMBadRequestError, ProviderTokenNotInitError
 from core.model_manager import ModelManager
 from core.model_runtime.entities.model_entities import ModelType
+from extensions.ext_database import db
 from extensions.ext_redis import redis_client
 from fields.segment_fields import child_chunk_fields, segment_fields
 from libs.login import login_required
@ -74,9 +76,14 @@ class DatasetDocumentSegmentListApi(Resource):
        hit_count_gte = args["hit_count_gte"]
        keyword = args["keyword"]

-        query = DocumentSegment.query.filter(
-            DocumentSegment.document_id == str(document_id), DocumentSegment.tenant_id == current_user.current_tenant_id
-        ).order_by(DocumentSegment.position.asc())
+        query = (
+            select(DocumentSegment)
+            .filter(
+                DocumentSegment.document_id == str(document_id),
+                DocumentSegment.tenant_id == current_user.current_tenant_id,
+            )
+            .order_by(DocumentSegment.position.asc())
+        )

        if status_list:
            query = query.filter(DocumentSegment.status.in_(status_list))
@ -93,7 +100,7 @@ class DatasetDocumentSegmentListApi(Resource):
            elif args["enabled"].lower() == "false":
                query = query.filter(DocumentSegment.enabled == False)

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

        response = {
            "data": marshal(segments.items, segment_fields),
@ -131,7 +138,7 @@ class DatasetDocumentSegmentListApi(Resource):
        except services.errors.account.NoPermissionError as e:
            raise Forbidden(str(e))
        SegmentService.delete_segments(segment_ids, document, dataset)
-        return {"result": "success"}, 200
+        return {"result": "success"}, 204


 class DatasetDocumentSegmentApi(Resource):
@ -276,9 +283,11 @@ class DatasetDocumentSegmentUpdateApi(Resource):
                raise ProviderNotInitializeError(ex.description)
            # check segment
        segment_id = str(segment_id)
-        segment = DocumentSegment.query.filter(
-            DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id
-        ).first()
+        segment = (
+            db.session.query(DocumentSegment)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .first()
+        )
        if not segment:
            raise NotFound("Segment not found.")
        # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
@ -320,9 +329,11 @@ class DatasetDocumentSegmentUpdateApi(Resource):
            raise NotFound("Document not found.")
        # check segment
        segment_id = str(segment_id)
-        segment = DocumentSegment.query.filter(
-            DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id
-        ).first()
+        segment = (
+            db.session.query(DocumentSegment)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .first()
+        )
        if not segment:
            raise NotFound("Segment not found.")
        # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
@ -333,7 +344,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
        except services.errors.account.NoPermissionError as e:
            raise Forbidden(str(e))
        SegmentService.delete_segment(segment, document, dataset)
-        return {"result": "success"}, 200
+        return {"result": "success"}, 204


 class DatasetDocumentSegmentBatchImportApi(Resource):
@ -423,9 +434,11 @@ class ChildChunkAddApi(Resource):
            raise NotFound("Document not found.")
        # check segment
        segment_id = str(segment_id)
-        segment = DocumentSegment.query.filter(
-            DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id
-        ).first()
+        segment = (
+            db.session.query(DocumentSegment)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .first()
+        )
        if not segment:
            raise NotFound("Segment not found.")
        if not current_user.is_dataset_editor:
@ -478,9 +491,11 @@ class ChildChunkAddApi(Resource):
            raise NotFound("Document not found.")
        # check segment
        segment_id = str(segment_id)
-        segment = DocumentSegment.query.filter(
-            DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id
-        ).first()
+        segment = (
+            db.session.query(DocumentSegment)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .first()
+        )
        if not segment:
            raise NotFound("Segment not found.")
        parser = reqparse.RequestParser()
@ -523,9 +538,11 @@ class ChildChunkAddApi(Resource):
            raise NotFound("Document not found.")
            # check segment
        segment_id = str(segment_id)
-        segment = DocumentSegment.query.filter(
-            DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id
-        ).first()
+        segment = (
+            db.session.query(DocumentSegment)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .first()
+        )
        if not segment:
            raise NotFound("Segment not found.")
        # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
@ -567,16 +584,20 @@ class ChildChunkUpdateApi(Resource):
            raise NotFound("Document not found.")
        # check segment
        segment_id = str(segment_id)
-        segment = DocumentSegment.query.filter(
-            DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id
-        ).first()
+        segment = (
+            db.session.query(DocumentSegment)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .first()
+        )
        if not segment:
            raise NotFound("Segment not found.")
        # check child chunk
        child_chunk_id = str(child_chunk_id)
-        child_chunk = ChildChunk.query.filter(
-            ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id
-        ).first()
+        child_chunk = (
+            db.session.query(ChildChunk)
+            .filter(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
+            .first()
+        )
        if not child_chunk:
            raise NotFound("Child chunk not found.")
        # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
@ -590,7 +611,7 @@ class ChildChunkUpdateApi(Resource):
            SegmentService.delete_child_chunk(child_chunk, dataset)
        except ChildChunkDeleteIndexServiceError as e:
            raise ChildChunkDeleteIndexError(str(e))
-        return {"result": "success"}, 200
+        return {"result": "success"}, 204

    @setup_required
    @login_required
@ -612,16 +633,20 @@ class ChildChunkUpdateApi(Resource):
            raise NotFound("Document not found.")
            # check segment
        segment_id = str(segment_id)
-        segment = DocumentSegment.query.filter(
-            DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id
-        ).first()
+        segment = (
+            db.session.query(DocumentSegment)
+            .filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
+            .first()
+        )
        if not segment:
            raise NotFound("Segment not found.")
        # check child chunk
        child_chunk_id = str(child_chunk_id)
-        child_chunk = ChildChunk.query.filter(
-            ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id
-        ).first()
+        child_chunk = (
+            db.session.query(ChildChunk)
+            .filter(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
+            .first()
+        )
        if not child_chunk:
            raise NotFound("Child chunk not found.")
        # The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
--- a/api/controllers/console/datasets/external.py
+++ b/api/controllers/console/datasets/external.py
@ -1,6 +1,6 @@
 from flask import request
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, marshal, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal, reqparse
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound

 import services
@ -135,7 +135,7 @@ class ExternalApiTemplateApi(Resource):
            raise Forbidden()

        ExternalDatasetService.delete_external_knowledge_api(current_user.current_tenant_id, external_knowledge_api_id)
-        return {"result": "success"}, 200
+        return {"result": "success"}, 204


 class ExternalApiUseCheckApi(Resource):
@ -209,6 +209,7 @@ class ExternalKnowledgeHitTestingApi(Resource):
        parser = reqparse.RequestParser()
        parser.add_argument("query", type=str, location="json")
        parser.add_argument("external_retrieval_model", type=dict, required=False, location="json")
+        parser.add_argument("metadata_filtering_conditions", type=dict, required=False, location="json")
        args = parser.parse_args()

        HitTestingService.hit_testing_args_check(args)
@ -219,6 +220,7 @@ class ExternalKnowledgeHitTestingApi(Resource):
                query=args["query"],
                account=current_user,
                external_retrieval_model=args["external_retrieval_model"],
+                metadata_filtering_conditions=args["metadata_filtering_conditions"],
            )

            return response
--- a/api/controllers/console/datasets/hit_testing.py
+++ b/api/controllers/console/datasets/hit_testing.py
@ -1,4 +1,4 @@
-from flask_restful import Resource  # type: ignore
+from flask_restful import Resource

 from controllers.console import api
 from controllers.console.datasets.hit_testing_base import DatasetsHitTestingBase
--- a/api/controllers/console/datasets/hit_testing_base.py
+++ b/api/controllers/console/datasets/hit_testing_base.py
@ -1,7 +1,7 @@
 import logging

-from flask_login import current_user  # type: ignore
-from flask_restful import marshal, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import marshal, reqparse
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound

 import services.dataset_service
--- a/api/controllers/console/datasets/metadata.py
+++ b/api/controllers/console/datasets/metadata.py
@ -1,5 +1,5 @@
-from flask_login import current_user  # type: ignore  # type: ignore
-from flask_restful import Resource, marshal_with, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal_with, reqparse
 from werkzeug.exceptions import NotFound

 from controllers.console import api
@ -82,7 +82,7 @@ class DatasetMetadataApi(Resource):
        DatasetService.check_dataset_permission(dataset, current_user)

        MetadataService.delete_metadata(dataset_id_str, metadata_id_str)
-        return 200
+        return {"result": "success"}, 204


 class DatasetMetadataBuiltInFieldApi(Resource):
--- a/api/controllers/console/datasets/website.py
+++ b/api/controllers/console/datasets/website.py
@ -1,4 +1,4 @@
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_restful import Resource, reqparse

 from controllers.console import api
 from controllers.console.datasets.error import WebsiteCrawlError
--- a/api/controllers/console/explore/audio.py
+++ b/api/controllers/console/explore/audio.py
@ -66,7 +66,7 @@ class ChatAudioApi(InstalledAppResource):

 class ChatTextApi(InstalledAppResource):
    def post(self, installed_app):
-        from flask_restful import reqparse  # type: ignore
+        from flask_restful import reqparse

        app_model = installed_app.app
        try:
--- a/api/controllers/console/explore/completion.py
+++ b/api/controllers/console/explore/completion.py
@ -1,8 +1,8 @@
 import logging
 from datetime import UTC, datetime

-from flask_login import current_user  # type: ignore
-from flask_restful import reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import reqparse
 from werkzeug.exceptions import InternalServerError, NotFound

 import services
--- a/api/controllers/console/explore/conversation.py
+++ b/api/controllers/console/explore/conversation.py
@ -1,6 +1,6 @@
-from flask_login import current_user  # type: ignore
-from flask_restful import marshal_with, reqparse  # type: ignore
-from flask_restful.inputs import int_range  # type: ignore
+from flask_login import current_user
+from flask_restful import marshal_with, reqparse
+from flask_restful.inputs import int_range
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import NotFound

--- a/api/controllers/console/explore/installed_app.py
+++ b/api/controllers/console/explore/installed_app.py
@ -2,8 +2,8 @@ from datetime import UTC, datetime
 from typing import Any

 from flask import request
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, inputs, marshal_with, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, inputs, marshal_with, reqparse
 from sqlalchemy import and_
 from werkzeug.exceptions import BadRequest, Forbidden, NotFound

@ -66,7 +66,7 @@ class InstalledAppsListApi(Resource):
        parser.add_argument("app_id", type=str, required=True, help="Invalid app_id")
        args = parser.parse_args()

-        recommended_app = RecommendedApp.query.filter(RecommendedApp.app_id == args["app_id"]).first()
+        recommended_app = db.session.query(RecommendedApp).filter(RecommendedApp.app_id == args["app_id"]).first()
        if recommended_app is None:
            raise NotFound("App not found")

@ -79,9 +79,11 @@ class InstalledAppsListApi(Resource):
        if not app.is_public:
            raise Forbidden("You can't install a non-public app")

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

        if installed_app is None:
            # todo: position
@ -113,7 +115,7 @@ class InstalledAppApi(InstalledAppResource):
        db.session.delete(installed_app)
        db.session.commit()

-        return {"result": "success", "message": "App uninstalled successfully"}
+        return {"result": "success", "message": "App uninstalled successfully"}, 204

    def patch(self, installed_app):
        parser = reqparse.RequestParser()
--- a/api/controllers/console/explore/message.py
+++ b/api/controllers/console/explore/message.py
@ -1,8 +1,8 @@
 import logging

-from flask_login import current_user  # type: ignore
-from flask_restful import marshal_with, reqparse  # type: ignore
-from flask_restful.inputs import int_range  # type: ignore
+from flask_login import current_user
+from flask_restful import marshal_with, reqparse
+from flask_restful.inputs import int_range
 from werkzeug.exceptions import InternalServerError, NotFound

 import services
--- a/api/controllers/console/explore/parameter.py
+++ b/api/controllers/console/explore/parameter.py
@ -1,4 +1,4 @@
-from flask_restful import marshal_with  # type: ignore
+from flask_restful import marshal_with

 from controllers.common import fields
 from controllers.console import api
--- a/api/controllers/console/explore/recommended_app.py
+++ b/api/controllers/console/explore/recommended_app.py
@ -1,5 +1,5 @@
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, fields, marshal_with, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, fields, marshal_with, reqparse

 from constants.languages import languages
 from controllers.console import api
--- a/api/controllers/console/explore/saved_message.py
+++ b/api/controllers/console/explore/saved_message.py
@ -1,6 +1,6 @@
-from flask_login import current_user  # type: ignore
-from flask_restful import fields, marshal_with, reqparse  # type: ignore
-from flask_restful.inputs import int_range  # type: ignore
+from flask_login import current_user
+from flask_restful import fields, marshal_with, reqparse
+from flask_restful.inputs import int_range
 from werkzeug.exceptions import NotFound

 from controllers.console import api
@ -72,7 +72,7 @@ class SavedMessageApi(InstalledAppResource):

        SavedMessageService.delete(app_model, current_user, message_id)

-        return {"result": "success"}
+        return {"result": "success"}, 204


 api.add_resource(
--- a/api/controllers/console/explore/workflow.py
+++ b/api/controllers/console/explore/workflow.py
@ -1,6 +1,6 @@
 import logging

-from flask_restful import reqparse  # type: ignore
+from flask_restful import reqparse
 from werkzeug.exceptions import InternalServerError

 from controllers.console.app.error import (
--- a/api/controllers/console/explore/wraps.py
+++ b/api/controllers/console/explore/wraps.py
@ -1,7 +1,7 @@
 from functools import wraps

-from flask_login import current_user  # type: ignore
-from flask_restful import Resource  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource
 from werkzeug.exceptions import NotFound

 from controllers.console.wraps import account_initialization_required
--- a/api/controllers/console/extension.py
+++ b/api/controllers/console/extension.py
@ -1,5 +1,5 @@
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, marshal_with, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal_with, reqparse

 from constants import HIDDEN_VALUE
 from controllers.console import api
@ -99,7 +99,7 @@ class APIBasedExtensionDetailAPI(Resource):

        APIBasedExtensionService.delete(extension_data_from_db)

-        return {"result": "success"}
+        return {"result": "success"}, 204


 api.add_resource(CodeBasedExtensionAPI, "/code-based-extension")
--- a/api/controllers/console/feature.py
+++ b/api/controllers/console/feature.py
@ -1,5 +1,5 @@
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource

 from libs.login import login_required
 from services.feature_service import FeatureService
--- a/api/controllers/console/files.py
+++ b/api/controllers/console/files.py
@ -1,8 +1,8 @@
 from typing import Literal

 from flask import request
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, marshal_with  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal_with
 from werkzeug.exceptions import Forbidden

 import services
--- a/api/controllers/console/init_validate.py
+++ b/api/controllers/console/init_validate.py
@ -1,7 +1,7 @@
 import os

 from flask import session
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_restful import Resource, reqparse
 from sqlalchemy import select
 from sqlalchemy.orm import Session

--- a/api/controllers/console/ping.py
+++ b/api/controllers/console/ping.py
@ -1,4 +1,4 @@
-from flask_restful import Resource  # type: ignore
+from flask_restful import Resource

 from controllers.console import api

--- a/api/controllers/console/remote_files.py
+++ b/api/controllers/console/remote_files.py
@ -2,8 +2,8 @@ import urllib.parse
 from typing import cast

 import httpx
-from flask_login import current_user  # type: ignore
-from flask_restful import Resource, marshal_with, reqparse  # type: ignore
+from flask_login import current_user
+from flask_restful import Resource, marshal_with, reqparse

 import services
 from controllers.common import helpers
--- a/api/controllers/console/setup.py
+++ b/api/controllers/console/setup.py
@ -1,5 +1,5 @@
 from flask import request
-from flask_restful import Resource, reqparse  # type: ignore
+from flask_restful import Resource, reqparse

 from configs import dify_config
 from libs.helper import StrLen, email, extract_remote_ip
--- a/Show More
+++ b/Show More