version to 0.5.11 (#3038)

Co-authored-by: crazywoola <427733928@qq.com>

.github/ISSUE_TEMPLATE/bug_report.yml

@@ -10,7 +10,9 @@ body:
       options:
         - label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
           required: true
-        - label: I confirm that I am using English to file this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+        - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+          required: true
+        - label: "Pleas do not modify this template :) and fill in all the required fields."
           required: true
 
   - type: input

.github/ISSUE_TEMPLATE/document_issue.yml

@@ -10,7 +10,9 @@ body:
       options:
         - label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
           required: true
-        - label: I confirm that I am using English to file this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+        - label: I confirm that I am using English to submit report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+          required: true
+        - label: "Pleas do not modify this template :) and fill in all the required fields."
           required: true
   - type: textarea
     attributes:

.github/ISSUE_TEMPLATE/feature_request.yml

@@ -10,7 +10,9 @@ body:
       options:
         - label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
           required: true
-        - label: I confirm that I am using English to file this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+        - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+          required: true
+        - label: "Pleas do not modify this template :) and fill in all the required fields."
           required: true
   - type: textarea
     attributes:

.github/ISSUE_TEMPLATE/help_wanted.yml

@@ -10,7 +10,9 @@ body:
       options:
         - label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
           required: true
-        - label: I confirm that I am using English to file this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+        - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+          required: true
+        - label: "Pleas do not modify this template :) and fill in all the required fields."
           required: true
   - type: textarea
     attributes:

.github/ISSUE_TEMPLATE/translation_issue.yml

@@ -10,7 +10,9 @@ body:
       options:
         - label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
           required: true
-        - label: I confirm that I am using English to file this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+        - label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
+          required: true
+        - label: "Pleas do not modify this template :) and fill in all the required fields."
           required: true
   - type: input
     attributes:

.github/pull_request_template.md

@@ -0,0 +1,32 @@
+# Description
+
+Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.
+
+Fixes # (issue)
+
+## Type of Change
+
+Please delete options that are not relevant.
+
+- [ ] Bug fix (non-breaking change which fixes an issue)
+- [ ] New feature (non-breaking change which adds functionality)
+- [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
+- [ ] This change requires a documentation update, included: [Dify Document](https://github.com/langgenius/dify-docs)
+- [ ] Improvement，including but not limited to code refactoring, performance optimization, and UI/UX improvement
+- [ ] Dependency upgrade
+
+# How Has This Been Tested?
+
+Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration
+
+- [ ] TODO
+
+# Suggested Checklist:
+
+- [ ] I have performed a self-review of my own code
+- [ ] I have commented my code, particularly in hard-to-understand areas
+- [ ] My changes generate no new warnings
+- [ ] I ran `dev/reformat`(backend) and `cd web && npx lint-staged`(frontend) to appease the lint gods
+- [ ] `optional` I have made corresponding changes to the documentation 
+- [ ] `optional` I have added tests that prove my fix is effective or that my feature works
+- [ ] `optional` New and existing unit tests pass locally with my changes

.github/workflows/build-push.yml

@@ -1,17 +1,32 @@
-name: Build and Push API Image
+name: Build and Push API & Web
 
 on:
   push:
     branches:
-      - 'main'
-      - 'deploy/dev'
+      - "main"
+      - "deploy/dev"
   release:
-    types: [ published ]
+    types: [published]
+
+env:
+  DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
+  DOCKERHUB_TOKEN: ${{ secrets.DOCKERHUB_TOKEN }}
+  DIFY_WEB_IMAGE_NAME: ${{ vars.DIFY_WEB_IMAGE_NAME || 'langgenius/dify-web' }}
+  DIFY_API_IMAGE_NAME: ${{ vars.DIFY_API_IMAGE_NAME || 'langgenius/dify-api' }}
 
 jobs:
   build-and-push:
     runs-on: ubuntu-latest
     if: github.event.pull_request.draft == false
+    strategy:
+      matrix:
+        include:
+          - service_name: "web"
+            image_name_env: "DIFY_WEB_IMAGE_NAME"
+            context: "web"
+          - service_name: "api"
+            image_name_env: "DIFY_API_IMAGE_NAME"
+            context: "api"
     steps:
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v3
@@ -22,14 +37,14 @@ jobs:
       - name: Login to Docker Hub
         uses: docker/login-action@v2
         with:
-          username: ${{ secrets.DOCKERHUB_USER }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
+          username: ${{ env.DOCKERHUB_USER }}
+          password: ${{ env.DOCKERHUB_TOKEN }}
 
       - name: Extract metadata (tags, labels) for Docker
         id: meta
         uses: docker/metadata-action@v5
         with:
-          images: langgenius/dify-api
+          images: ${{ env[matrix.image_name_env] }}
           tags: |
             type=raw,value=latest,enable=${{ startsWith(github.ref, 'refs/tags/') }}
             type=ref,event=branch
@@ -39,22 +54,11 @@ jobs:
       - name: Build and push
         uses: docker/build-push-action@v5
         with:
-          context: "{{defaultContext}}:api"
+          context: "{{defaultContext}}:${{ matrix.context }}"
           platforms: ${{ startsWith(github.ref, 'refs/tags/') && 'linux/amd64,linux/arm64' || 'linux/amd64' }}
-          build-args: |
-            COMMIT_SHA=${{ fromJSON(steps.meta.outputs.json).labels['org.opencontainers.image.revision'] }}
+          build-args: COMMIT_SHA=${{ fromJSON(steps.meta.outputs.json).labels['org.opencontainers.image.revision'] }}
           push: true
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
           cache-from: type=gha
           cache-to: type=gha,mode=max
-
-      - name: Deploy to server
-        if: github.ref == 'refs/heads/deploy/dev'
-        uses: appleboy/ssh-action@v0.1.8
-        with:
-          host: ${{ secrets.SSH_HOST }}
-          username: ${{ secrets.SSH_USER }}
-          key: ${{ secrets.SSH_PRIVATE_KEY }}
-          script: |
-            ${{ secrets.SSH_SCRIPT }}

.github/workflows/build-web-image.yml

@@ -1,60 +0,0 @@
-name: Build and Push WEB Image
-
-on:
-  push:
-    branches:
-      - 'main'
-      - 'deploy/dev'
-  release:
-    types: [ published ]
-
-jobs:
-  build-and-push:
-    runs-on: ubuntu-latest
-    if: github.event.pull_request.draft == false
-    steps:
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
-
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-
-      - name: Login to Docker Hub
-        uses: docker/login-action@v2
-        with:
-          username: ${{ secrets.DOCKERHUB_USER }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-
-      - name: Extract metadata (tags, labels) for Docker
-        id: meta
-        uses: docker/metadata-action@v5
-        with:
-          images: langgenius/dify-web
-          tags: |
-            type=raw,value=latest,enable=${{ startsWith(github.ref, 'refs/tags/') }}
-            type=ref,event=branch
-            type=sha,enable=true,priority=100,prefix=,suffix=,format=long
-            type=raw,value=${{ github.ref_name }},enable=${{ startsWith(github.ref, 'refs/tags/') }}
-
-      - name: Build and push
-        uses: docker/build-push-action@v5
-        with:
-          context: "{{defaultContext}}:web"
-          platforms: ${{ startsWith(github.ref, 'refs/tags/') && 'linux/amd64,linux/arm64' || 'linux/amd64' }}
-          build-args: |
-            COMMIT_SHA=${{ fromJSON(steps.meta.outputs.json).labels['org.opencontainers.image.revision'] }}
-          push: true
-          tags: ${{ steps.meta.outputs.tags }}
-          labels: ${{ steps.meta.outputs.labels }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
-
-      - name: Deploy to server
-        if: github.ref == 'refs/heads/deploy/dev'
-        uses: appleboy/ssh-action@v0.1.8
-        with:
-          host: ${{ secrets.SSH_HOST }}
-          username: ${{ secrets.SSH_USER }}
-          key: ${{ secrets.SSH_PRIVATE_KEY }}
-          script: |
-            ${{ secrets.SSH_SCRIPT }}

.github/workflows/deploy-dev.yml

@@ -0,0 +1,24 @@
+name: Deploy Dev
+
+on:
+  workflow_run:
+    workflows: ["Build and Push API & Web"]
+    branches:
+      - "deploy/dev"
+    types:
+      - completed
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    if: |
+      github.event.workflow_run.conclusion == 'success'
+    steps:
+      - name: Deploy to server
+        uses: appleboy/ssh-action@v0.1.8
+        with:
+          host: ${{ secrets.SSH_HOST }}
+          username: ${{ secrets.SSH_USER }}
+          key: ${{ secrets.SSH_PRIVATE_KEY }}
+          script: |
+            ${{ vars.SSH_SCRIPT || secrets.SSH_SCRIPT }}

.github/workflows/style.yml

@@ -10,14 +10,40 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  test:
-    name: ESLint and SuperLinter
+  python-style:
+    name: Python Style
     runs-on: ubuntu-latest
 
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
 
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+
+      - name: Python dependencies
+        run: pip install ruff
+
+      - name: Ruff check
+        run: ruff check ./api
+
+      - name: Lint hints
+        if: failure()
+        run: echo "Please run 'dev/reformat' to fix the fixable linting errors."
+
+  test:
+    name: ESLint and SuperLinter
+    runs-on: ubuntu-latest
+    needs: python-style
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
       - name: Setup NodeJS
         uses: actions/setup-node@v4
         with:
@@ -36,11 +62,10 @@ jobs:
           yarn run lint
 
       - name: Super-linter
-        uses: super-linter/super-linter/slim@v5
+        uses: super-linter/super-linter/slim@v6
         env:
           BASH_SEVERITY: warning
           DEFAULT_BRANCH: main
-          ERROR_ON_MISSING_EXEC_BIT: true
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           IGNORE_GENERATED_FILES: true
           IGNORE_GITIGNORED_FILES: true

.github/workflows/tool-test-sdks.yaml

@@ -0,0 +1,34 @@
+name: Run Unit Test For SDKs
+
+on:
+  pull_request:
+    branches:
+      - main
+jobs:
+  build:
+    name: unit test for Node.js SDK
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        node-version: [16, 18, 20]
+
+    defaults:
+      run:
+        working-directory: sdks/nodejs-client
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Use Node.js ${{ matrix.node-version }}
+        uses: actions/setup-node@v4
+        with:
+          node-version: ${{ matrix.node-version }}
+          cache: ''
+          cache-dependency-path: 'yarn.lock'
+
+      - name: Install Dependencies
+        run: yarn install
+
+      - name: Test
+        run: yarn test

.gitignore

@@ -145,10 +145,14 @@ docker/volumes/db/data/*
 docker/volumes/redis/data/*
 docker/volumes/weaviate/*
 docker/volumes/qdrant/*
+docker/volumes/etcd/*
+docker/volumes/minio/*
+docker/volumes/milvus/*
 
 sdks/python-client/build
 sdks/python-client/dist
 sdks/python-client/dify_client.egg-info
 
 .vscode/*
-!.vscode/launch.json
+!.vscode/launch.json
+pyrightconfig.json

CONTRIBUTING.md

@@ -155,4 +155,4 @@ And that's it! Once your PR is merged, you will be featured as a contributor in
 
 ## Getting Help
 
-If you ever get stuck or got a burning question while contributing, simply shoot your queries our way via the related GitHub issue, or hop onto our [Discord](https://discord.gg/AhzKf7dNgk) for a quick chat. 
+If you ever get stuck or got a burning question while contributing, simply shoot your queries our way via the related GitHub issue, or hop onto our [Discord](https://discord.gg/8Tpq4AcN9c) for a quick chat. 

CONTRIBUTING_CN.md

@@ -1,57 +1,155 @@
-# 贡献
+所以你想为 Dify 做贡献 - 这太棒了，我们迫不及待地想看到你的贡献。作为一家人员和资金有限的初创公司，我们有着雄心勃勃的目标，希望设计出最直观的工作流程来构建和管理 LLM 应用程序。社区的任何帮助都是宝贵的。
 
-感谢您对 [Dify](https://dify.ai) 的兴趣，并希望您能够做出贡献！在开始之前，请先阅读[行为准则](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)并查看[现有问题](https://github.com/langgenius/dify/issues)。
-本文档介绍了如何设置开发环境以构建和测试 [Dify](https://dify.ai)。
+考虑到我们的现状，我们需要灵活快速地交付，但我们也希望确保像你这样的贡献者在贡献过程中获得尽可能顺畅的体验。我们为此编写了这份贡献指南，旨在让你熟悉代码库和我们与贡献者的合作方式，以便你能快速进入有趣的部分。
 
-### 安装依赖项
+这份指南，就像 Dify 本身一样，是一个不断改进的工作。如果有时它落后于实际项目，我们非常感谢你的理解，并欢迎任何反馈以供我们改进。
 
-您需要在计算机上安装和配置以下依赖项才能构建 [Dify](https://dify.ai)：
+在许可方面，请花一分钟阅读我们简短的[许可证和贡献者协议](./license)。社区还遵守[行为准则](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)。
 
-- [Git](http://git-scm.com/)
-- [Docker](https://www.docker.com/)
-- [Docker Compose](https://docs.docker.com/compose/install/)
-- [Node.js v18.x (LTS)](http://nodejs.org)
-- [npm](https://www.npmjs.com/) 版本 8.x.x 或 [Yarn](https://yarnpkg.com/)
-- [Python](https://www.python.org/) 版本 3.10.x
+## 在开始之前
 
-## 本地开发
+[查找](https://github.com/langgenius/dify/issues?q=is:issue+is:closed)现有问题，或[创建](https://github.com/langgenius/dify/issues/new/choose)一个新问题。我们将问题分为两类：
 
-要设置一个可工作的开发环境，只需 fork 项目的 git 存储库，并使用适当的软件包管理器安装后端和前端依赖项，然后创建并运行 docker-compose。
+### 功能请求：
 
-### Fork存储库
+* 如果您要提出新的功能请求，请解释所提议的功能的目标，并尽可能提供详细的上下文。[@perzeusss](https://github.com/perzeuss)制作了一个很好的[功能请求助手](https://udify.app/chat/MK2kVSnw1gakVwMX)，可以帮助您起草需求。随时尝试一下。
 
-您需要 fork [Git 仓库](https://github.com/langgenius/dify)。
+* 如果您想从现有问题中选择一个，请在其下方留下评论表示您的意愿。
 
-### 克隆存储库
+相关方向的团队成员将参与其中。如果一切顺利，他们将批准您开始编码。在此之前，请不要开始工作，以免我们提出更改导致您的工作付诸东流。
 
-克隆您在 GitHub 上 fork 的仓库：
+根据所提议的功能所属的领域不同，您可能需要与不同的团队成员交流。以下是我们团队成员目前正在从事的各个领域的概述：
+
+  | Member                                                       | Scope                                                |
+  | ------------------------------------------------------------ | ---------------------------------------------------- |
+  | [@yeuoly](https://github.com/Yeuoly)                         | Architecting Agents                                  |
+  | [@jyong](https://github.com/JohnJyong)                       | RAG pipeline design                                  |
+  | [@GarfieldDai](https://github.com/GarfieldDai)               | Building workflow orchestrations                     |
+  | [@iamjoel](https://github.com/iamjoel) & [@zxhlyh](https://github.com/zxhlyh) | Making our frontend a breeze to use                  |
+  | [@guchenhe](https://github.com/guchenhe) & [@crazywoola](https://github.com/crazywoola) | Developer experience, points of contact for anything |
+  | [@takatost](https://github.com/takatost)                     | Overall product direction and architecture           |
+
+  How we prioritize:
+
+  | Feature Type                                                 | Priority        |
+  | ------------------------------------------------------------ | --------------- |
+  | High-Priority Features as being labeled by a team member     | High Priority   |
+  | Popular feature requests from our [community feedback board](https://feedback.dify.ai/) | Medium Priority |
+  | Non-core features and minor enhancements                     | Low Priority    |
+  | Valuable but not immediate                                   | Future-Feature  |
+
+### 其他任何事情（例如bug报告、性能优化、拼写错误更正）：
+* 立即开始编码。
+
+  How we prioritize:
+
+  | Issue Type                                                   | Priority        |
+  | ------------------------------------------------------------ | --------------- |
+  | Bugs in core functions (cannot login, applications not working, security loopholes) | Critical        |
+  | Non-critical bugs, performance boosts                        | Medium Priority |
+  | Minor fixes (typos, confusing but working UI)                | Low Priority    |
+
+
+## 安装
+
+以下是设置Dify进行开发的步骤：
+
+### 1. Fork该仓库
+
+### 2. 克隆仓库
+
+从终端克隆fork的仓库：
 
 ```
 git clone git@github.com:<github_username>/dify.git
 ```
 
-### 安装后端
+### 3. 验证依赖项
 
-要了解如何安装后端应用程序，请参阅[后端 README](api/README.md)。
+Dify 依赖以下工具和库：
 
-### 安装前端
+- [Docker](https://www.docker.com/)
+- [Docker Compose](https://docs.docker.com/compose/install/)
+- [Node.js v18.x (LTS)](http://nodejs.org)
+- [npm](https://www.npmjs.com/) version 8.x.x or [Yarn](https://yarnpkg.com/)
+- [Python](https://www.python.org/) version 3.10.x
 
-要了解如何安装前端应用程序，请参阅[前端 README](web/README.md)。
+### 4. 安装
 
-### 在浏览器中访问 Dify
+Dify由后端和前端组成。通过`cd api/`导航到后端目录，然后按照[后端README](api/README.md)进行安装。在另一个终端中，通过`cd web/`导航到前端目录，然后按照[前端README](web/README.md)进行安装。
 
-最后，您现在可以访问 [http://localhost:3000](http://localhost:3000) 在本地环境中查看 [Dify](https://dify.ai)。
+查看[安装常见问题解答](https://docs.dify.ai/getting-started/faq/install-faq)以获取常见问题列表和故障排除步骤。
 
-## 创建拉取请求
+### 5. 在浏览器中访问Dify
 
-在进行更改后，打开一个拉取请求（PR）。提交拉取请求后，Dify 团队/社区的其他人将与您一起审查它。
+为了验证您的设置，打开浏览器并访问[http://localhost:3000](http://localhost:3000)（默认或您自定义的URL和端口）。现在您应该看到Dify正在运行。
 
-如果遇到问题，比如合并冲突或不知道如何打开拉取请求，请查看 GitHub 的[拉取请求教程](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests)，了解如何解决合并冲突和其他问题。一旦您的 PR 被合并，您将自豪地被列为[贡献者表](https://github.com/langgenius/dify/graphs/contributors)中的一员。
+## 开发
 
-## 社区渠道
+如果您要添加模型提供程序，请参考[此指南](https://github.com/langgenius/dify/blob/main/api/core/model_runtime/README.md)。
 
-遇到困难了吗？有任何问题吗? 加入 [Discord Community Server](https://discord.gg/AhzKf7dNgk)，我们将为您提供帮助。
+如果您要向Agent或Workflow添加工具提供程序，请参考[此指南](./api/core/tools/README.md)。
 
-### 多语言支持
+为了帮助您快速了解您的贡献在哪个部分，以下是Dify后端和前端的简要注释大纲：
 
-需要参与贡献翻译内容，请参阅[前端多语言翻译 README](web/i18n/README_CN.md)。
+### 后端
+
+Dify的后端使用Python编写，使用[Flask](https://flask.palletsprojects.com/en/3.0.x/)框架。它使用[SQLAlchemy](https://www.sqlalchemy.org/)作为ORM，使用[Celery](https://docs.celeryq.dev/en/stable/getting-started/introduction.html)作为任务队列。授权逻辑通过Flask-login进行处理。
+
+```
+[api/]
+├── constants             // Constant settings used throughout code base.
+├── controllers           // API route definitions and request handling logic.           
+├── core                  // Core application orchestration, model integrations, and tools.
+├── docker                // Docker & containerization related configurations.
+├── events                // Event handling and processing
+├── extensions            // Extensions with 3rd party frameworks/platforms.
+├── fields                // field definitions for serialization/marshalling.
+├── libs                  // Reusable libraries and helpers.
+├── migrations            // Scripts for database migration.
+├── models                // Database models & schema definitions.
+├── services              // Specifies business logic.
+├── storage               // Private key storage.      
+├── tasks                 // Handling of async tasks and background jobs.
+└── tests
+```
+
+### 前端
+
+该网站使用基于Typescript的[Next.js](https://nextjs.org/)模板进行引导，并使用[Tailwind CSS](https://tailwindcss.com/)进行样式设计。[React-i18next](https://react.i18next.com/)用于国际化。
+
+```
+[web/]
+├── app                   // layouts, pages, and components
+│   ├── (commonLayout)    // common layout used throughout the app
+│   ├── (shareLayout)     // layouts specifically shared across token-specific sessions 
+│   ├── activate          // activate page
+│   ├── components        // shared by pages and layouts
+│   ├── install           // install page
+│   ├── signin            // signin page
+│   └── styles            // globally shared styles
+├── assets                // Static assets
+├── bin                   // scripts ran at build step
+├── config                // adjustable settings and options 
+├── context               // shared contexts used by different portions of the app
+├── dictionaries          // Language-specific translate files 
+├── docker                // container configurations
+├── hooks                 // Reusable hooks
+├── i18n                  // Internationalization configuration
+├── models                // describes data models & shapes of API responses
+├── public                // meta assets like favicon
+├── service               // specifies shapes of API actions
+├── test                  
+├── types                 // descriptions of function params and return values
+└── utils                 // Shared utility functions
+```
+
+## 提交你的 PR
+
+最后，是时候向我们的仓库提交一个拉取请求（PR）了。对于重要的功能，我们首先将它们合并到 `deploy/dev` 分支进行测试，然后再合并到 `main` 分支。如果你遇到合并冲突或者不知道如何提交拉取请求的问题，请查看 [GitHub 的拉取请求教程](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests)。
+
+就是这样！一旦你的 PR 被合并，你将成为我们 [README](https://github.com/langgenius/dify/blob/main/README.md) 中的贡献者。
+
+## 获取帮助
+
+如果你在贡献过程中遇到困难或者有任何问题，可以通过相关的 GitHub 问题提出你的疑问，或者加入我们的 [Discord](https://discord.gg/8Tpq4AcN9c) 进行快速交流。

CONTRIBUTING_JA.md

@@ -1,55 +0,0 @@
-# コントリビュート
-
-[Dify](https://dify.ai) に興味を持ち、貢献したいと思うようになったことに感謝します！始める前に、
-[行動規範](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)を読み、
-[既存の問題](https://github.com/langgenius/langgenius-gateway/issues)をチェックしてください。
-本ドキュメントは、[Dify](https://dify.ai) をビルドしてテストするための開発環境の構築方法を説明するものです。
-
-### 依存関係のインストール
-
-[Dify](https://dify.ai)をビルドするには、お使いのマシンに以下の依存関係をインストールし、設定する必要があります:
-
-- [Git](http://git-scm.com/)
-- [Docker](https://www.docker.com/)
-- [Docker Compose](https://docs.docker.com/compose/install/)
-- [Node.js v18.x (LTS)](http://nodejs.org)
-- [npm](https://www.npmjs.com/) バージョン 8.x.x もしくは [Yarn](https://yarnpkg.com/)
-- [Python](https://www.python.org/) バージョン 3.10.x
-
-## ローカル開発
-
-開発環境を構築するには、プロジェクトの git リポジトリをフォークし、適切なパッケージマネージャを使用してバックエンドとフロントエンドの依存関係をインストールし、docker-compose スタックを実行するように作成します。
-
-### リポジトリのフォーク
-
-[リポジトリ](https://github.com/langgenius/dify) をフォークする必要があります。
-
-### リポジトリのクローン
-
-GitHub でフォークしたリポジトリのクローンを作成する:
-
-```
-git clone git@github.com:<github_username>/dify.git
-```
-
-### バックエンドのインストール
-
-バックエンドアプリケーションのインストール方法については、[Backend README](api/README.md) を参照してください。
-
-### フロントエンドのインストール
-
-フロントエンドアプリケーションのインストール方法については、[Frontend README](web/README.md) を参照してください。
-
-### ブラウザで dify にアクセス
-
-[Dify](https://dify.ai) をローカル環境で見ることができるようになりました [http://localhost:3000](http://localhost:3000)。
-
-## プルリクエストの作成
-
-変更後、プルリクエスト (PR) をオープンしてください。プルリクエストを提出すると、Dify チーム/コミュニティの他の人があなたと一緒にそれをレビューします。
-
-マージコンフリクトなどの問題が発生したり、プルリクエストの開き方がわからなくなったりしませんでしたか？ [GitHub's pull request tutorial](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests) で、マージコンフリクトやその他の問題を解決する方法をチェックしてみてください。あなたの PR がマージされると、[コントリビュータチャート](https://github.com/langgenius/langgenius-gateway/graphs/contributors)にコントリビュータとして誇らしげに掲載されます。
-
-## コミュニティチャンネル
-
-お困りですか？何か質問がありますか？ [Discord Community サーバ](https://discord.gg/j3XRWSPBf7) に参加してください。私たちがお手伝いします！

LICENSE

@@ -1,24 +1,26 @@
-# Dify Open Source License
+# Open Source License
 
-The Dify project is licensed under the Apache License 2.0, with the following additional conditions:
+Dify is licensed under the Apache License 2.0, with the following additional conditions:
 
-1. Dify is permitted to be used for commercialization, such as using Dify as a "backend-as-a-service" for your other applications, or delivering it to enterprises as an application development platform. However, when the following conditions are met, you must contact the producer to obtain a commercial license:
+1. Dify may be utilized commercially, including as a backend service for other applications or as an application development platform for enterprises. Should the conditions below be met, a commercial license must be obtained from the producer:
 
-a. Multi-tenant SaaS service: Unless explicitly authorized by Dify in writing, you may not use the Dify.AI source code to operate a multi-tenant SaaS service that is similar to the Dify.AI service edition.
-b. LOGO and copyright information: In the process of using Dify, you may not remove or modify the LOGO or copyright information in the Dify console.
+a. Multi-tenant SaaS service: Unless explicitly authorized by Dify in writing, you may not use the Dify source code to operate a multi-tenant environment. 
+    - Tenant Definition: Within the context of Dify, one tenant corresponds to one workspace. The workspace provides a separated area for each tenant's data and configurations.
+
+b. LOGO and copyright information: In the process of using Dify's frontend components, you may not remove or modify the LOGO or copyright information in the Dify console or applications. This restriction is inapplicable to uses of Dify that do not involve its frontend components.
 
 Please contact business@dify.ai by email to inquire about licensing matters.
 
-2. As a contributor, you should agree that your contributed code:
+2. As a contributor, you should agree that:
 
-a. The producer can adjust the open-source agreement to be more strict or relaxed.
-b. Can be used for commercial purposes, such as Dify's cloud business.
+a. The producer can adjust the open-source agreement to be more strict or relaxed as deemed necessary.
+b. Your contributed code may be used for commercial purposes, including but not limited to its cloud business operations.
 
-Apart from this, all other rights and restrictions follow the Apache License 2.0. If you need more detailed information, you can refer to the full version of Apache License 2.0.
+Apart from the specific conditions mentioned above, all other rights and restrictions follow the Apache License 2.0. Detailed information about the Apache License 2.0 can be found at http://www.apache.org/licenses/LICENSE-2.0.
 
 The interactive design of this product is protected by appearance patent.
 
-© 2023 LangGenius, Inc.
+© 2024 LangGenius, Inc.
 
 
 ----------

Makefile

@@ -0,0 +1,43 @@
+# Variables
+DOCKER_REGISTRY=langgenius
+WEB_IMAGE=$(DOCKER_REGISTRY)/dify-web
+API_IMAGE=$(DOCKER_REGISTRY)/dify-api
+VERSION=latest
+
+# Build Docker images
+build-web:
+	@echo "Building web Docker image: $(WEB_IMAGE):$(VERSION)..."
+	docker build -t $(WEB_IMAGE):$(VERSION) ./web
+	@echo "Web Docker image built successfully: $(WEB_IMAGE):$(VERSION)"
+
+build-api:
+	@echo "Building API Docker image: $(API_IMAGE):$(VERSION)..."
+	docker build -t $(API_IMAGE):$(VERSION) ./api
+	@echo "API Docker image built successfully: $(API_IMAGE):$(VERSION)"
+
+# Push Docker images
+push-web:
+	@echo "Pushing web Docker image: $(WEB_IMAGE):$(VERSION)..."
+	docker push $(WEB_IMAGE):$(VERSION)
+	@echo "Web Docker image pushed successfully: $(WEB_IMAGE):$(VERSION)"
+
+push-api:
+	@echo "Pushing API Docker image: $(API_IMAGE):$(VERSION)..."
+	docker push $(API_IMAGE):$(VERSION)
+	@echo "API Docker image pushed successfully: $(API_IMAGE):$(VERSION)"
+
+# Build all images
+build-all: build-web build-api
+
+# Push all images
+push-all: push-web push-api
+
+build-push-api: build-api push-api
+build-push-web: build-web push-web
+
+# Build and push all images
+build-push-all: build-all push-all
+	@echo "All Docker images have been built and pushed."
+
+# Phony targets
+.PHONY: build-web build-api push-web push-api build-all push-all build-push-all

README.md

@@ -21,6 +21,11 @@
         <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web"></a>
 </p>
 
+<p align="center">
+   <a href="https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6" target="_blank">
+   📌 Check out Dify Premium on AWS and deploy it to your own AWS VPC with one-click.
+  </a>
+</p>
 
 **Dify** is an LLM application development platform that has helped built over **100,000** applications. It integrates BaaS and LLMOps, covering the essential tech stack for building generative AI-native applications, including a built-in RAG engine. Dify allows you to **deploy your own version of Assistants API and GPTs, based on any LLMs.**
 
@@ -32,6 +37,9 @@
 
 You can try out [Dify.AI Cloud](https://dify.ai) now. It provides all the capabilities of the self-deployed version, and includes 200 free requests to OpenAI GPT-3.5.
 
+### Looking to purchase via AWS?
+Check out [Dify Premium on AWS](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one-click. 
+
 ## Dify vs. LangChain vs. Assistants API
 
 | Feature | Dify.AI | Assistants API | LangChain |
@@ -55,7 +63,8 @@ You can try out [Dify.AI Cloud](https://dify.ai) now. It provides all the capabi
 
 **3. RAG Engine**: Includes various RAG capabilities based on full-text indexing or vector database embeddings, allowing direct upload of PDFs, TXTs, and other text formats.
 
-**4. Agents**: A Function Calling based Agent framework that allows users to configure what they see is what they get. Dify includes basic plugin capabilities like Google Search.
+**4. AI Agent**: Based on Function Calling and ReAct, the Agent inference framework allows users to customize tools, what you see is what you get. Dify provides more than a dozen built-in tool calling capabilities, such as Google Search, DELL·E, Stable Diffusion, WolframAlpha, etc.
+
 
 **5. Continuous Operations**: Monitor and analyze application logs and performance, continuously improving Prompts, datasets, or models using production data.
 
@@ -91,10 +100,12 @@ docker compose up -d
 
 After running, you can access the Dify dashboard in your browser at [http://localhost/install](http://localhost/install) and start the initialization installation process.
 
-### Helm Chart
+#### Deploy with Helm Chart
 
-Big thanks to @BorisPolonsky for providing us with a [Helm Chart](https://helm.sh/) version, which allows Dify to be deployed on Kubernetes.
-You can go to https://github.com/BorisPolonsky/dify-helm for deployment information.
+[Helm Chart](https://helm.sh/) version, which allows Dify to be deployed on Kubernetes.
+
+- [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
+- [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
 
 ### Configuration
 
@@ -111,6 +122,7 @@ For those who'd like to contribute code, see our [Contribution Guide](https://gi
 
 At the same time, please consider supporting Dify by sharing it on social media and at events and conferences.
 
+
 ### Contributors
 
 <a href="https://github.com/langgenius/dify/graphs/contributors">
@@ -119,7 +131,7 @@ At the same time, please consider supporting Dify by sharing it on social media
 
 ### Translations
 
-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_EN.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/AhzKf7dNgk).
+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).
 
 ## Community & Support
 

README_CN.md

@@ -21,6 +21,12 @@
         <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web"></a>
 </p>
 
+<p align="center">
+   <a href="https://mp.weixin.qq.com/s/TnyfIuH-tPi9o1KNjwVArw" target="_blank">
+   Dify 发布 AI Agent 能力：基于不同的大型语言模型构建 GPTs 和 Assistants
+  </a>
+</p>
+
 Dify 是一个 LLM 应用开发平台，已经有超过 10 万个应用基于 Dify.AI 构建。它融合了 Backend as Service 和 LLMOps 的理念，涵盖了构建生成式 AI 原生应用所需的核心技术栈，包括一个内置 RAG 引擎。使用 Dify，你可以基于任何模型自部署类似 Assistants API 和 GPTs 的能力。
 
 ![](./images/demo.png)
@@ -53,7 +59,7 @@ Dify 具有模型中立性，相较 LangChain 等硬编码开发库 Dify 是一
 
 **3. RAG引擎**：包括各种基于全文索引或向量数据库嵌入的 RAG 能力，允许直接上传 PDF、TXT 等各种文本格式。
 
-**4. Agent**：基于函数调用的 Agent框架，允许用户自定义配置，所见即所得。Dify 提供了基本的插件能力，如谷歌搜索。
+**4. AI Agent**：基于 Function Calling 和 ReAct 的 Agent 推理框架，允许用户自定义工具，所见即所得。Dify 提供了十多种内置工具调用能力，如谷歌搜索、DELL·E、Stable Diffusion、WolframAlpha 等。
 
 **5. 持续运营**：监控和分析应用日志和性能，使用生产数据持续改进 Prompt、数据集或模型。
 
@@ -88,10 +94,12 @@ docker compose up -d
 
 运行后，可以在浏览器上访问 [http://localhost/install](http://localhost/install) 进入 Dify 控制台并开始初始化安装操作。
 
-### Helm Chart
+#### 使用 Helm Chart 部署
 
-非常感谢 @BorisPolonsky 为我们提供了一个 [Helm Chart](https://helm.sh/) 版本，可以在 Kubernetes 上部署 Dify。
-您可以前往 https://github.com/BorisPolonsky/dify-helm 来获取部署信息。
+使用 [Helm Chart](https://helm.sh/) 版本，可以在 Kubernetes 上部署 Dify。
+
+- [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
+- [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
 
 ### 配置
 

README_ES.md

@@ -21,6 +21,12 @@
         <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web"></a>
 </p>
 
+<p align="center">
+   <a href="https://dify.ai/blog/dify-ai-unveils-ai-agent-creating-gpts-and-assistants-with-various-llms" target="_blank">
+   Dify.AI Unveils AI Agent: Creating GPTs and Assistants with Various LLMs
+  </a>
+</p>
+
 **Dify** es una plataforma de desarrollo de aplicaciones para modelos de lenguaje de gran tamaño (LLM) que ya ha visto la creación de más de **100,000** aplicaciones basadas en Dify.AI. Integra los conceptos de Backend como Servicio y LLMOps, cubriendo el conjunto de tecnologías esenciales requerido para construir aplicaciones nativas de inteligencia artificial generativa, incluyendo un motor RAG incorporado. Con Dify, **puedes auto-desplegar capacidades similares a las de Assistants API y GPTs basadas en cualquier LLM.**
 
 ![](./images/demo.png)
@@ -52,7 +58,7 @@ Dify se caracteriza por su neutralidad de modelo y es un conjunto tecnológico c
 
 **3. Motor RAG**: Incluye varias capacidades RAG basadas en indexación de texto completo o incrustaciones de base de datos vectoriales, permitiendo la carga directa de PDFs, TXTs y otros formatos de texto.
 
-**4. Agentes**: Un marco de Agentes basado en Llamadas de Función que permite a los usuarios configurar lo que ven es lo que obtienen. Dify incluye capacidades básicas de plugins como la Búsqueda de Google.
+**4. Agente de IA**: Basado en la llamada de funciones y ReAct, el marco de inferencia del Agente permite a los usuarios personalizar las herramientas, lo que ves es lo que obtienes. Dify proporciona más de una docena de capacidades de llamada de herramientas incorporadas, como Búsqueda de Google, DELL·E, Difusión Estable, WolframAlpha, etc.
 
 **5. Operaciones Continuas**: Monitorear y analizar registros de aplicaciones y rendimiento, mejorando continuamente Prompts, conjuntos de datos o modelos usando datos de producción.
 

README_FR.md

@@ -21,6 +21,13 @@
         <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web"></a>
 </p>
 
+<p align="center">
+   <a href="https://dify.ai/blog/dify-ai-unveils-ai-agent-creating-gpts-and-assistants-with-various-llms" target="_blank">
+   Dify.AI Unveils AI Agent: Creating GPTs and Assistants with Various LLMs
+  </a>
+</p>
+
+
 **Dify** est une plateforme de développement d'applications LLM qui a déjà vu plus de **100,000** applications construites sur Dify.AI. Elle intègre les concepts de Backend as a Service et LLMOps, couvrant la pile technologique de base requise pour construire des applications natives d'IA générative, y compris un moteur RAG intégré. Avec Dify, **vous pouvez auto-déployer des capacités similaires aux API Assistants et GPT basées sur n'importe quels LLM.**
 
 ![](./images/demo.png)
@@ -52,7 +59,7 @@ Dify présente une neutralité de modèle et est une pile technologique complèt
 
 **3\. Moteur RAG**: Comprend diverses capacités RAG basées sur l'indexation de texte intégral ou les embeddings de base de données vectorielles, permettant le chargement direct de PDF, TXT et autres formats de texte.
 
-**4\. Agents**: Un framework d'agents basé sur l'appel de fonctions qui permet aux utilisateurs de configurer ce qu'ils voient est ce qu'ils obtiennent. Dify comprend des capacités de plug-in de base comme Google Search.
+**4\. AI Agent**: Basé sur l'appel de fonction et ReAct, le framework d'inférence de l'Agent permet aux utilisateurs de personnaliser les outils, ce que vous voyez est ce que vous obtenez. Dify propose plus d'une douzaine de capacités d'appel d'outils intégrées, telles que la recherche Google, DELL·E, Diffusion Stable, WolframAlpha, etc.
 
 **5\. Opérations continues**: Surveillez et analysez les journaux et les performances des applications, améliorez en continu les invites, les datasets ou les modèles à l'aide de données de production.  
 

README_JA.md

@@ -21,6 +21,13 @@
         <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web"></a>
 </p>
 
+<p align="center">
+   <a href="https://dify.ai/blog/dify-ai-unveils-ai-agent-creating-gpts-and-assistants-with-various-llms" target="_blank">
+   Dify.AI Unveils AI Agent: Creating GPTs and Assistants with Various LLMs
+  </a>
+</p>
+
+
 "Difyは、既にDify.AI上で10万以上のアプリケーションが構築されているLLMアプリケーション開発プラットフォームです。バックエンド・アズ・ア・サービスとLLMOpsの概念を統合し、組み込みのRAGエンジンを含む、生成AIネイティブアプリケーションを構築するためのコアテックスタックをカバーしています。Difyを使用すると、どのLLMに基づいても、Assistants APIやGPTのような機能を自己デプロイすることができます。"
 
 Please note that translating complex technical terms can sometimes result in slight variations in meaning due to differences in language nuances.
@@ -54,7 +61,7 @@ Difyはモデルニュートラルであり、LangChainのようなハードコ
 
 **3\. RAGエンジン**: フルテキストインデックスまたはベクトルデータベース埋め込みに基づくさまざまなRAG機能を含み、PDF、TXT、その他のテキストフォーマットの直接アップロードを可能にします。
 
-**4\. エージェント**: ユーザーが sees what they get を設定できる関数呼び出しベースのエージェントフレームワーク。 Difyには、Google検索などの基本的なプラグイン機能が含まれています。
+**4. AIエージェント**: 関数呼び出しとReActに基づくAgent推論フレームワークにより、ユーザーはツールをカスタマイズすることができます。Difyは、Google検索、DELL·E、Stable Diffusion、WolframAlphaなど、十数種類の組み込みツール呼び出し機能を提供しています。
 
 **5\. 継続的運用**: アプリケーションログとパフォーマンスを監視および分析し、運用データを使用してプロンプト、データセット、またはモデルを継続的に改善します。
 

README_KL.md

@@ -52,7 +52,7 @@ Dify Daq rIn neutrality 'ej Hoch, LangChain tInHar HubwI'. maH Daqbe'law' Qawqar
 
 **3. RAG Engine**: RAG vaD tIqpu' lo'taH indexing qor neH vector database wa' embeddings wIj, PDFs, TXTs, 'ej ghojmoHmoH HIq qorlIj je upload.
 
-**4. jenSuvpu'**: jenbe' SuDqang naQ moDwu' jenSuvpu' porgh cha'logh choHvam. Dify Google Search Hur vItlhutlh plugin choH.
+**4. AI Agent**: Function Calling 'ej ReAct Daq Hurmey, Agent inference framework Hoch users customize tools, vaj 'oH QaQ. Dify Hoch loS ghaH 'ej wa'vatlh built-in tool calling capabilities, Google Search, DELL·E, Stable Diffusion, WolframAlpha, 'ej.
 
 **5. QaS muDHa'wI': cha'logh wa' pIq mI' logs 'ej quv yIn, vItlhutlh tIq 'e'wIj lo'taHmoHmoH Prompts, vItlhutlh, Hurmey ghaH production data jatlh.
 

api/.env.example

@@ -39,7 +39,7 @@ DB_DATABASE=dify
 
 # Storage configuration
 # use for store upload files, private keys...
-# storage type: local, s3
+# storage type: local, s3, azure-blob
 STORAGE_TYPE=local
 STORAGE_LOCAL_PATH=storage
 S3_ENDPOINT=https://your-bucket-name.storage.s3.clooudflare.com
@@ -47,6 +47,11 @@ S3_BUCKET_NAME=your-bucket-name
 S3_ACCESS_KEY=your-access-key
 S3_SECRET_KEY=your-secret-key
 S3_REGION=your-region
+# Azure Blob Storage configuration
+AZURE_BLOB_ACCOUNT_NAME=your-account-name
+AZURE_BLOB_ACCOUNT_KEY=your-account-key
+AZURE_BLOB_CONTAINER_NAME=yout-container-name
+AZURE_BLOB_ACCOUNT_URL=https://<your_account_name>.blob.core.windows.net
 
 # CORS configuration
 WEB_API_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
@@ -81,11 +86,17 @@ UPLOAD_IMAGE_FILE_SIZE_LIMIT=10
 # Model Configuration
 MULTIMODAL_SEND_IMAGE_FORMAT=base64
 
-# Mail configuration, support: resend
+# Mail configuration, support: resend, smtp
 MAIL_TYPE=
 MAIL_DEFAULT_SEND_FROM=no-reply <no-reply@dify.ai>
 RESEND_API_KEY=
 RESEND_API_URL=https://api.resend.com
+# smtp configuration
+SMTP_SERVER=smtp.gmail.com
+SMTP_PORT=587
+SMTP_USERNAME=123
+SMTP_PASSWORD=abc
+SMTP_USE_TLS=false
 
 # Sentry configuration
 SENTRY_DSN=
@@ -120,4 +131,9 @@ HOSTED_ANTHROPIC_QUOTA_LIMIT=600000
 HOSTED_ANTHROPIC_PAID_ENABLED=false
 
 ETL_TYPE=dify
-UNSTRUCTURED_API_URL=
+UNSTRUCTURED_API_URL=
+
+SSRF_PROXY_HTTP_URL=
+SSRF_PROXY_HTTPS_URL=
+
+BATCH_UPLOAD_LIMIT=10

api/Dockerfile

@@ -1,18 +1,20 @@
-# packages install stage
-FROM python:3.10-slim AS base
+# base image
+FROM python:3.10-slim-bookworm AS base
 
 LABEL maintainer="takatost@gmail.com"
 
+# install packages
+FROM base as packages
+
 RUN apt-get update \
-    && apt-get install -y --no-install-recommends gcc g++ python3-dev libc-dev libffi-dev
+    && apt-get install -y --no-install-recommends gcc g++ libc-dev libffi-dev libgmp-dev libmpfr-dev libmpc-dev
 
 COPY requirements.txt /requirements.txt
 
 RUN pip install --prefix=/pkg -r requirements.txt
 
-# build stage
-FROM python:3.10-slim AS builder
-
+# production stage
+FROM base AS production
 
 ENV FLASK_APP app.py
 ENV EDITION SELF_HOSTED
@@ -30,11 +32,11 @@ ENV TZ UTC
 WORKDIR /app/api
 
 RUN apt-get update \
-    && apt-get install -y --no-install-recommends bash curl wget vim nodejs ffmpeg \
+    && apt-get install -y --no-install-recommends curl wget vim nodejs ffmpeg libgmp-dev libmpfr-dev libmpc-dev \
     && apt-get autoremove \
     && rm -rf /var/lib/apt/lists/*
 
-COPY --from=base /pkg /usr/local
+COPY --from=packages /pkg /usr/local
 COPY . /app/api/
 
 COPY docker/entrypoint.sh /entrypoint.sh

api/README.md

@@ -5,7 +5,7 @@
 1. Start the docker-compose stack
 
    The backend require some middleware, including PostgreSQL, Redis, and Weaviate, which can be started together using `docker-compose`.
-   
+
    ```bash
    cd ../docker
    docker-compose -f docker-compose.middleware.yaml -p dify up -d
@@ -15,7 +15,7 @@
 3. Generate a `SECRET_KEY` in the `.env` file.
 
    ```bash
-   openssl rand -base64 42
+   sed -i "/^SECRET_KEY=/c\SECRET_KEY=$(openssl rand -base64 42)" .env
    ```
 3.5 If you use annaconda, create a new environment and activate it
    ```bash
@@ -46,7 +46,7 @@
    ```
    pip install -r requirements.txt --upgrade --force-reinstall
    ```
-   
+
 6. Start backend:
    ```bash
    flask run --host 0.0.0.0 --port=5001 --debug

api/app.py

@@ -1,4 +1,3 @@
-# -*- coding:utf-8 -*-
 import os
 
 from werkzeug.exceptions import Unauthorized
@@ -19,20 +18,32 @@ import threading
 import time
 import warnings
 
-from commands import register_commands
-from config import CloudEditionConfig, Config
-from events import event_handlers
-from extensions import (ext_celery, ext_code_based_extension, ext_database, ext_hosting_provider, ext_login, ext_mail,
-                        ext_migrate, ext_redis, ext_sentry, ext_storage)
-from extensions.ext_database import db
-from extensions.ext_login import login_manager
 from flask import Flask, Response, request
 from flask_cors import CORS
+
+from commands import register_commands
+from config import CloudEditionConfig, Config
+from extensions import (
+    ext_celery,
+    ext_code_based_extension,
+    ext_compress,
+    ext_database,
+    ext_hosting_provider,
+    ext_login,
+    ext_mail,
+    ext_migrate,
+    ext_redis,
+    ext_sentry,
+    ext_storage,
+)
+from extensions.ext_database import db
+from extensions.ext_login import login_manager
 from libs.passport import PassportService
-# DO NOT REMOVE BELOW
-from models import account, dataset, model, source, task, tool, web, tools
 from services.account_service import AccountService
 
+# DO NOT REMOVE BELOW
+from events import event_handlers
+from models import account, dataset, model, source, task, tool, tools, web
 # DO NOT REMOVE ABOVE
 
 
@@ -86,6 +97,7 @@ def create_app(test_config=None) -> Flask:
 def initialize_extensions(app):
     # Since the application instance is now created, pass it to each Flask
     # extension instance to bind it to the Flask application instance (app)
+    ext_compress.init_app(app)
     ext_code_based_extension.init()
     ext_database.init_app(app)
     ext_migrate.init(app, db)

api/commands.py

@@ -1,33 +1,22 @@
 import base64
-import datetime
 import json
-import math
-import random
 import secrets
-import string
-import threading
-import time
-import uuid
 
 import click
-import qdrant_client
-from constants.languages import user_input_form_template
-from core.embedding.cached_embedding import CacheEmbedding
-from core.index.index import IndexBuilder
-from core.model_manager import ModelManager
-from core.model_runtime.entities.model_entities import ModelType
+from flask import current_app
+from werkzeug.exceptions import NotFound
+
+from core.rag.datasource.vdb.vector_factory import Vector
+from core.rag.models.document import Document
 from extensions.ext_database import db
-from flask import Flask, current_app
 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
-from models.account import InvitationCode, Tenant, TenantAccountJoin
-from models.dataset import Dataset, DatasetCollectionBinding, DatasetQuery, Document
-from models.model import Account, App, AppModelConfig, Message, MessageAnnotation, InstalledApp
-from models.provider import Provider, ProviderModel, ProviderQuotaType, ProviderType
-from qdrant_client.http.models import TextIndexParams, TextIndexType, TokenizerType
-from tqdm import tqdm
-from werkzeug.exceptions import NotFound
+from models.account import Tenant
+from models.dataset import Dataset, DatasetCollectionBinding, DocumentSegment
+from models.dataset import Document as DatasetDocument
+from models.model import Account, App, AppAnnotationSetting, MessageAnnotation
+from models.provider import Provider, ProviderModel
 
 
 @click.command('reset-password', help='Reset the account password.')
@@ -35,15 +24,22 @@ from werkzeug.exceptions import NotFound
 @click.option('--new-password', prompt=True, help='the new password.')
 @click.option('--password-confirm', prompt=True, help='the new password confirm.')
 def reset_password(email, new_password, password_confirm):
+    """
+    Reset password of owner account
+    Only available in SELF_HOSTED mode
+    """
     if str(new_password).strip() != str(password_confirm).strip():
         click.echo(click.style('sorry. The two passwords do not match.', fg='red'))
         return
+
     account = db.session.query(Account). \
         filter(Account.email == email). \
         one_or_none()
+
     if not account:
         click.echo(click.style('sorry. the account: [{}] not exist .'.format(email), fg='red'))
         return
+
     try:
         valid_password(new_password)
     except:
@@ -69,15 +65,22 @@ def reset_password(email, new_password, password_confirm):
 @click.option('--new-email', prompt=True, help='the new email.')
 @click.option('--email-confirm', prompt=True, help='the new email confirm.')
 def reset_email(email, new_email, email_confirm):
+    """
+    Replace account email
+    :return:
+    """
     if str(new_email).strip() != str(email_confirm).strip():
         click.echo(click.style('Sorry, new email and confirm email do not match.', fg='red'))
         return
+
     account = db.session.query(Account). \
         filter(Account.email == email). \
         one_or_none()
+
     if not account:
         click.echo(click.style('sorry. the account: [{}] not exist .'.format(email), fg='red'))
         return
+
     try:
         email_validate(new_email)
     except:
@@ -97,676 +100,279 @@ def reset_email(email, new_email, email_confirm):
 @click.confirmation_option(prompt=click.style('Are you sure you want to reset encrypt key pair?'
                                               ' this operation cannot be rolled back!', fg='red'))
 def reset_encrypt_key_pair():
+    """
+    Reset the encrypted key pair of workspace for encrypt LLM credentials.
+    After the reset, all LLM credentials will become invalid, requiring re-entry.
+    Only support SELF_HOSTED mode.
+    """
     if current_app.config['EDITION'] != 'SELF_HOSTED':
         click.echo(click.style('Sorry, only support SELF_HOSTED mode.', fg='red'))
         return
 
-    tenant = db.session.query(Tenant).first()
-    if not tenant:
-        click.echo(click.style('Sorry, no workspace found. Please enter /install to initialize.', fg='red'))
-        return
+    tenants = db.session.query(Tenant).all()
+    for tenant in tenants:
+        if not tenant:
+            click.echo(click.style('Sorry, no workspace found. Please enter /install to initialize.', fg='red'))
+            return
 
-    tenant.encrypt_public_key = generate_key_pair(tenant.id)
+        tenant.encrypt_public_key = generate_key_pair(tenant.id)
 
-    db.session.query(Provider).filter(Provider.provider_type == 'custom').delete()
-    db.session.query(ProviderModel).delete()
-    db.session.commit()
+        db.session.query(Provider).filter(Provider.provider_type == 'custom', Provider.tenant_id == tenant.id).delete()
+        db.session.query(ProviderModel).filter(ProviderModel.tenant_id == tenant.id).delete()
+        db.session.commit()
 
-    click.echo(click.style('Congratulations! '
-                           'the asymmetric key pair of workspace {} has been reset.'.format(tenant.id), fg='green'))
+        click.echo(click.style('Congratulations! '
+                               'the asymmetric key pair of workspace {} has been reset.'.format(tenant.id), fg='green'))
 
 
-@click.command('generate-invitation-codes', help='Generate invitation codes.')
-@click.option('--batch', help='The batch of invitation codes.')
-@click.option('--count', prompt=True, help='Invitation codes count.')
-def generate_invitation_codes(batch, count):
-    if not batch:
-        now = datetime.datetime.now()
-        batch = now.strftime('%Y%m%d%H%M%S')
-
-    if not count or int(count) <= 0:
-        click.echo(click.style('sorry. the count must be greater than 0.', fg='red'))
-        return
-
-    count = int(count)
-
-    click.echo('Start generate {} invitation codes for batch {}.'.format(count, batch))
-
-    codes = ''
-    for i in range(count):
-        code = generate_invitation_code()
-        invitation_code = InvitationCode(
-            code=code,
-            batch=batch
-        )
-        db.session.add(invitation_code)
-        click.echo(code)
-
-        codes += code + "\n"
-    db.session.commit()
-
-    filename = 'storage/invitation-codes-{}.txt'.format(batch)
-
-    with open(filename, 'w') as f:
-        f.write(codes)
-
-    click.echo(click.style(
-        'Congratulations! Generated {} invitation codes for batch {} and saved to the file \'{}\''.format(count, batch,
-                                                                                                          filename),
-        fg='green'))
+@click.command('vdb-migrate', help='migrate vector db.')
+@click.option('--scope', default='all', prompt=False, help='The scope of vector database to migrate, Default is All.')
+def vdb_migrate(scope: str):
+    if scope in ['knowledge', 'all']:
+        migrate_knowledge_vector_database()
+    if scope in ['annotation', 'all']:
+        migrate_annotation_vector_database()
 
 
-def generate_invitation_code():
-    code = generate_upper_string()
-    while db.session.query(InvitationCode).filter(InvitationCode.code == code).count() > 0:
-        code = generate_upper_string()
-
-    return code
-
-
-def generate_upper_string():
-    letters_digits = string.ascii_uppercase + string.digits
-    result = ""
-    for i in range(8):
-        result += random.choice(letters_digits)
-
-    return result
-
-
-@click.command('recreate-all-dataset-indexes', help='Recreate all dataset indexes.')
-def recreate_all_dataset_indexes():
-    click.echo(click.style('Start recreate all dataset indexes.', fg='green'))
-    recreate_count = 0
-
-    page = 1
-    while True:
-        try:
-            datasets = db.session.query(Dataset).filter(Dataset.indexing_technique == 'high_quality') \
-                .order_by(Dataset.created_at.desc()).paginate(page=page, per_page=50)
-        except NotFound:
-            break
-
-        page += 1
-        for dataset in datasets:
-            try:
-                click.echo('Recreating dataset index: {}'.format(dataset.id))
-                index = IndexBuilder.get_index(dataset, 'high_quality')
-                if index and index._is_origin():
-                    index.recreate_dataset(dataset)
-                    recreate_count += 1
-                else:
-                    click.echo('passed.')
-            except Exception as e:
-                click.echo(
-                    click.style('Recreate dataset index error: {} {}'.format(e.__class__.__name__, str(e)), fg='red'))
-                continue
-
-    click.echo(click.style('Congratulations! Recreate {} dataset indexes.'.format(recreate_count), fg='green'))
-
-
-@click.command('clean-unused-dataset-indexes', help='Clean unused dataset indexes.')
-def clean_unused_dataset_indexes():
-    click.echo(click.style('Start clean unused dataset indexes.', fg='green'))
-    clean_days = int(current_app.config.get('CLEAN_DAY_SETTING'))
-    start_at = time.perf_counter()
-    thirty_days_ago = datetime.datetime.now() - datetime.timedelta(days=clean_days)
-    page = 1
-    while True:
-        try:
-            datasets = db.session.query(Dataset).filter(Dataset.created_at < thirty_days_ago) \
-                .order_by(Dataset.created_at.desc()).paginate(page=page, per_page=50)
-        except NotFound:
-            break
-        page += 1
-        for dataset in datasets:
-            dataset_query = db.session.query(DatasetQuery).filter(
-                DatasetQuery.created_at > thirty_days_ago,
-                DatasetQuery.dataset_id == dataset.id
-            ).all()
-            if not dataset_query or len(dataset_query) == 0:
-                documents = db.session.query(Document).filter(
-                    Document.dataset_id == dataset.id,
-                    Document.indexing_status == 'completed',
-                    Document.enabled == True,
-                    Document.archived == False,
-                    Document.updated_at > thirty_days_ago
-                ).all()
-                if not documents or len(documents) == 0:
-                    try:
-                        # remove index
-                        vector_index = IndexBuilder.get_index(dataset, 'high_quality')
-                        kw_index = IndexBuilder.get_index(dataset, 'economy')
-                        # delete from vector index
-                        if vector_index:
-                            if dataset.collection_binding_id:
-                                vector_index.delete_by_group_id(dataset.id)
-                            else:
-                                if dataset.collection_binding_id:
-                                    vector_index.delete_by_group_id(dataset.id)
-                                else:
-                                    vector_index.delete()
-                        kw_index.delete()
-                        # update document
-                        update_params = {
-                            Document.enabled: False
-                        }
-
-                        Document.query.filter_by(dataset_id=dataset.id).update(update_params)
-                        db.session.commit()
-                        click.echo(click.style('Cleaned unused dataset {} from db success!'.format(dataset.id),
-                                               fg='green'))
-                    except Exception as e:
-                        click.echo(
-                            click.style('clean dataset index error: {} {}'.format(e.__class__.__name__, str(e)),
-                                        fg='red'))
-    end_at = time.perf_counter()
-    click.echo(click.style('Cleaned unused dataset from db success latency: {}'.format(end_at - start_at), fg='green'))
-
-
-@click.command('sync-anthropic-hosted-providers', help='Sync anthropic hosted providers.')
-def sync_anthropic_hosted_providers():
-    if not hosted_model_providers.anthropic:
-        click.echo(click.style('Anthropic hosted provider is not configured.', fg='red'))
-        return
-
-    click.echo(click.style('Start sync anthropic hosted providers.', fg='green'))
-    count = 0
-
-    new_quota_limit = hosted_model_providers.anthropic.quota_limit
-
-    page = 1
-    while True:
-        try:
-            providers = db.session.query(Provider).filter(
-                Provider.provider_name == 'anthropic',
-                Provider.provider_type == ProviderType.SYSTEM.value,
-                Provider.quota_type == ProviderQuotaType.TRIAL.value,
-                Provider.quota_limit != new_quota_limit
-            ).order_by(Provider.created_at.desc()).paginate(page=page, per_page=100)
-        except NotFound:
-            break
-
-        page += 1
-        for provider in providers:
-            try:
-                click.echo('Syncing tenant anthropic hosted provider: {}, origin: limit {}, used {}'
-                           .format(provider.tenant_id, provider.quota_limit, provider.quota_used))
-                original_quota_limit = provider.quota_limit
-                division = math.ceil(new_quota_limit / 1000)
-
-                provider.quota_limit = new_quota_limit if original_quota_limit == 1000 \
-                    else original_quota_limit * division
-                provider.quota_used = division * provider.quota_used
-                db.session.commit()
-
-                count += 1
-            except Exception as e:
-                click.echo(click.style(
-                    'Sync tenant anthropic hosted provider error: {} {}'.format(e.__class__.__name__, str(e)),
-                    fg='red'))
-                continue
-
-    click.echo(click.style('Congratulations! Synced {} anthropic hosted providers.'.format(count), fg='green'))
-
-
-@click.command('create-qdrant-indexes', help='Create qdrant indexes.')
-def create_qdrant_indexes():
-    click.echo(click.style('Start create qdrant indexes.', fg='green'))
+def migrate_annotation_vector_database():
+    """
+    Migrate annotation datas to target vector database .
+    """
+    click.echo(click.style('Start migrate annotation data.', fg='green'))
     create_count = 0
-
+    skipped_count = 0
+    total_count = 0
     page = 1
     while True:
         try:
-            datasets = db.session.query(Dataset).filter(Dataset.indexing_technique == 'high_quality') \
-                .order_by(Dataset.created_at.desc()).paginate(page=page, per_page=50)
-        except NotFound:
-            break
-
-        model_manager = ModelManager()
-
-        page += 1
-        for dataset in datasets:
-            if dataset.index_struct_dict:
-                if dataset.index_struct_dict['type'] != 'qdrant':
-                    try:
-                        click.echo('Create dataset qdrant index: {}'.format(dataset.id))
-                        try:
-                            embedding_model = model_manager.get_model_instance(
-                                tenant_id=dataset.tenant_id,
-                                provider=dataset.embedding_model_provider,
-                                model_type=ModelType.TEXT_EMBEDDING,
-                                model=dataset.embedding_model
-
-                            )
-                        except Exception:
-                            try:
-                                embedding_model = model_manager.get_default_model_instance(
-                                    tenant_id=dataset.tenant_id,
-                                    model_type=ModelType.TEXT_EMBEDDING,
-                                )
-                                dataset.embedding_model = embedding_model.model
-                                dataset.embedding_model_provider = embedding_model.provider
-                            except Exception:
-
-                                provider = Provider(
-                                    id='provider_id',
-                                    tenant_id=dataset.tenant_id,
-                                    provider_name='openai',
-                                    provider_type=ProviderType.SYSTEM.value,
-                                    encrypted_config=json.dumps({'openai_api_key': 'TEST'}),
-                                    is_valid=True,
-                                )
-                                model_provider = OpenAIProvider(provider=provider)
-                                embedding_model = OpenAIEmbedding(name="text-embedding-ada-002",
-                                                                  model_provider=model_provider)
-                        embeddings = CacheEmbedding(embedding_model)
-
-                        from core.index.vector_index.qdrant_vector_index import QdrantConfig, QdrantVectorIndex
-
-                        index = QdrantVectorIndex(
-                            dataset=dataset,
-                            config=QdrantConfig(
-                                endpoint=current_app.config.get('QDRANT_URL'),
-                                api_key=current_app.config.get('QDRANT_API_KEY'),
-                                root_path=current_app.root_path
-                            ),
-                            embeddings=embeddings
-                        )
-                        if index:
-                            index.create_qdrant_dataset(dataset)
-                            index_struct = {
-                                "type": 'qdrant',
-                                "vector_store": {
-                                    "class_prefix": dataset.index_struct_dict['vector_store']['class_prefix']}
-                            }
-                            dataset.index_struct = json.dumps(index_struct)
-                            db.session.commit()
-                            create_count += 1
-                        else:
-                            click.echo('passed.')
-                    except Exception as e:
-                        click.echo(
-                            click.style('Create dataset index error: {} {}'.format(e.__class__.__name__, str(e)),
-                                        fg='red'))
-                        continue
-
-    click.echo(click.style('Congratulations! Create {} dataset indexes.'.format(create_count), fg='green'))
-
-
-@click.command('update-qdrant-indexes', help='Update qdrant indexes.')
-def update_qdrant_indexes():
-    click.echo(click.style('Start Update qdrant indexes.', fg='green'))
-    create_count = 0
-
-    page = 1
-    while True:
-        try:
-            datasets = db.session.query(Dataset).filter(Dataset.indexing_technique == 'high_quality') \
-                .order_by(Dataset.created_at.desc()).paginate(page=page, per_page=50)
+            # get apps info
+            apps = db.session.query(App).filter(
+                App.status == 'normal'
+            ).order_by(App.created_at.desc()).paginate(page=page, per_page=50)
         except NotFound:
             break
 
         page += 1
-        for dataset in datasets:
-            if dataset.index_struct_dict:
-                if dataset.index_struct_dict['type'] != 'qdrant':
-                    try:
-                        click.echo('Update dataset qdrant index: {}'.format(dataset.id))
-                        try:
-                            embedding_model = ModelFactory.get_embedding_model(
-                                tenant_id=dataset.tenant_id,
-                                model_provider_name=dataset.embedding_model_provider,
-                                model_name=dataset.embedding_model
-                            )
-                        except Exception:
-                            provider = Provider(
-                                id='provider_id',
-                                tenant_id=dataset.tenant_id,
-                                provider_name='openai',
-                                provider_type=ProviderType.CUSTOM.value,
-                                encrypted_config=json.dumps({'openai_api_key': 'TEST'}),
-                                is_valid=True,
-                            )
-                            model_provider = OpenAIProvider(provider=provider)
-                            embedding_model = OpenAIEmbedding(name="text-embedding-ada-002",
-                                                              model_provider=model_provider)
-                        embeddings = CacheEmbedding(embedding_model)
-
-                        from core.index.vector_index.qdrant_vector_index import QdrantConfig, QdrantVectorIndex
-
-                        index = QdrantVectorIndex(
-                            dataset=dataset,
-                            config=QdrantConfig(
-                                endpoint=current_app.config.get('QDRANT_URL'),
-                                api_key=current_app.config.get('QDRANT_API_KEY'),
-                                root_path=current_app.root_path
-                            ),
-                            embeddings=embeddings
-                        )
-                        if index:
-                            index.update_qdrant_dataset(dataset)
-                            create_count += 1
-                        else:
-                            click.echo('passed.')
-                    except Exception as e:
-                        click.echo(
-                            click.style('Create dataset index error: {} {}'.format(e.__class__.__name__, str(e)),
-                                        fg='red'))
-                        continue
-
-    click.echo(click.style('Congratulations! Update {} dataset indexes.'.format(create_count), fg='green'))
-
-
-@click.command('normalization-collections', help='restore all collections in one')
-def normalization_collections():
-    click.echo(click.style('Start normalization collections.', fg='green'))
-    normalization_count = []
-    page = 1
-    while True:
-        try:
-            datasets = db.session.query(Dataset).filter(Dataset.indexing_technique == 'high_quality') \
-                .order_by(Dataset.created_at.desc()).paginate(page=page, per_page=100)
-        except NotFound:
-            break
-        datasets_result = datasets.items
-        page += 1
-        for i in range(0, len(datasets_result), 5):
-            threads = []
-            sub_datasets = datasets_result[i:i + 5]
-            for dataset in sub_datasets:
-                document_format_thread = threading.Thread(target=deal_dataset_vector, kwargs={
-                    'flask_app': current_app._get_current_object(),
-                    'dataset': dataset,
-                    'normalization_count': normalization_count
-                })
-                threads.append(document_format_thread)
-                document_format_thread.start()
-            for thread in threads:
-                thread.join()
-
-    click.echo(click.style('Congratulations! restore {} dataset indexes.'.format(len(normalization_count)), fg='green'))
-
-
-@click.command('add-qdrant-full-text-index', help='add qdrant full text index')
-def add_qdrant_full_text_index():
-    click.echo(click.style('Start add full text index.', fg='green'))
-    binds = db.session.query(DatasetCollectionBinding).all()
-    if binds and current_app.config['VECTOR_STORE'] == 'qdrant':
-        qdrant_url = current_app.config['QDRANT_URL']
-        qdrant_api_key = current_app.config['QDRANT_API_KEY']
-        client = qdrant_client.QdrantClient(
-            qdrant_url,
-            api_key=qdrant_api_key,  # For Qdrant Cloud, None for local instance
-        )
-        for bind in binds:
+        for app in apps:
+            total_count = total_count + 1
+            click.echo(f'Processing the {total_count} app {app.id}. '
+                       + f'{create_count} created, {skipped_count} skipped.')
             try:
-                text_index_params = TextIndexParams(
-                    type=TextIndexType.TEXT,
-                    tokenizer=TokenizerType.MULTILINGUAL,
-                    min_token_len=2,
-                    max_token_len=20,
-                    lowercase=True
+                click.echo('Create app annotation index: {}'.format(app.id))
+                app_annotation_setting = db.session.query(AppAnnotationSetting).filter(
+                    AppAnnotationSetting.app_id == app.id
+                ).first()
+
+                if not app_annotation_setting:
+                    skipped_count = skipped_count + 1
+                    click.echo('App annotation setting is disabled: {}'.format(app.id))
+                    continue
+                # get dataset_collection_binding info
+                dataset_collection_binding = db.session.query(DatasetCollectionBinding).filter(
+                    DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id
+                ).first()
+                if not dataset_collection_binding:
+                    click.echo('App annotation collection binding is not exist: {}'.format(app.id))
+                    continue
+                annotations = db.session.query(MessageAnnotation).filter(MessageAnnotation.app_id == app.id).all()
+                dataset = Dataset(
+                    id=app.id,
+                    tenant_id=app.tenant_id,
+                    indexing_technique='high_quality',
+                    embedding_model_provider=dataset_collection_binding.provider_name,
+                    embedding_model=dataset_collection_binding.model_name,
+                    collection_binding_id=dataset_collection_binding.id
                 )
-                client.create_payload_index(bind.collection_name, 'page_content',
-                                            field_schema=text_index_params)
+                documents = []
+                if annotations:
+                    for annotation in annotations:
+                        document = Document(
+                            page_content=annotation.question,
+                            metadata={
+                                "annotation_id": annotation.id,
+                                "app_id": app.id,
+                                "doc_id": annotation.id
+                            }
+                        )
+                        documents.append(document)
+
+                vector = Vector(dataset, attributes=['doc_id', 'annotation_id', 'app_id'])
+                click.echo(f"Start to migrate annotation, app_id: {app.id}.")
+
+                try:
+                    vector.delete()
+                    click.echo(
+                        click.style(f'Successfully delete vector index for app: {app.id}.',
+                                    fg='green'))
+                except Exception as e:
+                    click.echo(
+                        click.style(f'Failed to delete vector index for app {app.id}.',
+                                    fg='red'))
+                    raise e
+                if documents:
+                    try:
+                        click.echo(click.style(
+                            f'Start to created vector index with {len(documents)} annotations for app {app.id}.',
+                            fg='green'))
+                        vector.create(documents)
+                        click.echo(
+                            click.style(f'Successfully created vector index for app {app.id}.', fg='green'))
+                    except Exception as e:
+                        click.echo(click.style(f'Failed to created vector index for app {app.id}.', fg='red'))
+                        raise e
+                click.echo(f'Successfully migrated app annotation {app.id}.')
+                create_count += 1
             except Exception as e:
                 click.echo(
-                    click.style('Create full text index error: {} {}'.format(e.__class__.__name__, str(e)),
+                    click.style('Create app annotation index error: {} {}'.format(e.__class__.__name__, str(e)),
                                 fg='red'))
-            click.echo(
-                click.style(
-                    'Congratulations! add collection {} full text index successful.'.format(bind.collection_name),
+                continue
+
+    click.echo(
+        click.style(f'Congratulations! Create {create_count} app annotation indexes, and skipped {skipped_count} apps.',
                     fg='green'))
 
 
-def deal_dataset_vector(flask_app: Flask, dataset: Dataset, normalization_count: list):
-    with flask_app.app_context():
+def migrate_knowledge_vector_database():
+    """
+    Migrate vector database datas to target vector database .
+    """
+    click.echo(click.style('Start migrate vector db.', fg='green'))
+    create_count = 0
+    skipped_count = 0
+    total_count = 0
+    config = current_app.config
+    vector_type = config.get('VECTOR_STORE')
+    page = 1
+    while True:
         try:
-            click.echo('restore dataset index: {}'.format(dataset.id))
+            datasets = db.session.query(Dataset).filter(Dataset.indexing_technique == 'high_quality') \
+                .order_by(Dataset.created_at.desc()).paginate(page=page, per_page=50)
+        except NotFound:
+            break
+
+        page += 1
+        for dataset in datasets:
+            total_count = total_count + 1
+            click.echo(f'Processing the {total_count} dataset {dataset.id}. '
+                       + f'{create_count} created, {skipped_count} skipped.')
             try:
-                embedding_model = ModelFactory.get_embedding_model(
-                    tenant_id=dataset.tenant_id,
-                    model_provider_name=dataset.embedding_model_provider,
-                    model_name=dataset.embedding_model
-                )
-            except Exception:
-                provider = Provider(
-                    id='provider_id',
-                    tenant_id=dataset.tenant_id,
-                    provider_name='openai',
-                    provider_type=ProviderType.CUSTOM.value,
-                    encrypted_config=json.dumps({'openai_api_key': 'TEST'}),
-                    is_valid=True,
-                )
-                model_provider = OpenAIProvider(provider=provider)
-                embedding_model = OpenAIEmbedding(name="text-embedding-ada-002",
-                                                  model_provider=model_provider)
-            embeddings = CacheEmbedding(embedding_model)
-            dataset_collection_binding = db.session.query(DatasetCollectionBinding). \
-                filter(DatasetCollectionBinding.provider_name == embedding_model.model_provider.provider_name,
-                       DatasetCollectionBinding.model_name == embedding_model.name). \
-                order_by(DatasetCollectionBinding.created_at). \
-                first()
-
-            if not dataset_collection_binding:
-                dataset_collection_binding = DatasetCollectionBinding(
-                    provider_name=embedding_model.model_provider.provider_name,
-                    model_name=embedding_model.name,
-                    collection_name="Vector_index_" + str(uuid.uuid4()).replace("-", "_") + '_Node'
-                )
-                db.session.add(dataset_collection_binding)
-                db.session.commit()
-
-            from core.index.vector_index.qdrant_vector_index import QdrantConfig, QdrantVectorIndex
-
-            index = QdrantVectorIndex(
-                dataset=dataset,
-                config=QdrantConfig(
-                    endpoint=current_app.config.get('QDRANT_URL'),
-                    api_key=current_app.config.get('QDRANT_API_KEY'),
-                    root_path=current_app.root_path
-                ),
-                embeddings=embeddings
-            )
-            if index:
-                # index.delete_by_group_id(dataset.id)
-                index.restore_dataset_in_one(dataset, dataset_collection_binding)
-            else:
-                click.echo('passed.')
-            normalization_count.append(1)
-        except Exception as e:
-            click.echo(
-                click.style('Create dataset index error: {} {}'.format(e.__class__.__name__, str(e)),
-                            fg='red'))
-
-
-@click.command('update_app_model_configs', help='Migrate data to support paragraph variable.')
-@click.option("--batch-size", default=500, help="Number of records to migrate in each batch.")
-def update_app_model_configs(batch_size):
-    pre_prompt_template = '{{default_input}}'
-
-    click.secho("Start migrate old data that the text generator can support paragraph variable.", fg='green')
-
-    total_records = db.session.query(AppModelConfig) \
-        .join(App, App.app_model_config_id == AppModelConfig.id) \
-        .filter(App.mode == 'completion') \
-        .count()
-
-    if total_records == 0:
-        click.secho("No data to migrate.", fg='green')
-        return
-
-    num_batches = (total_records + batch_size - 1) // batch_size
-
-    with tqdm(total=total_records, desc="Migrating Data") as pbar:
-        for i in range(num_batches):
-            offset = i * batch_size
-            limit = min(batch_size, total_records - offset)
-
-            click.secho(f"Fetching batch {i + 1}/{num_batches} from source database...", fg='green')
-
-            data_batch = db.session.query(AppModelConfig) \
-                .join(App, App.app_model_config_id == AppModelConfig.id) \
-                .filter(App.mode == 'completion') \
-                .order_by(App.created_at) \
-                .offset(offset).limit(limit).all()
-
-            if not data_batch:
-                click.secho("No more data to migrate.", fg='green')
-                break
-
-            try:
-                click.secho(f"Migrating {len(data_batch)} records...", fg='green')
-                for data in data_batch:
-                    # click.secho(f"Migrating data {data.id}, pre_prompt: {data.pre_prompt}, user_input_form: {data.user_input_form}", fg='green')
-
-                    if data.pre_prompt is None:
-                        data.pre_prompt = pre_prompt_template
-                    else:
-                        if pre_prompt_template in data.pre_prompt:
-                            continue
-                        data.pre_prompt += pre_prompt_template
-
-                    app_data = db.session.query(App) \
-                        .filter(App.id == data.app_id) \
-                        .one()
-
-                    account_data = db.session.query(Account) \
-                        .join(TenantAccountJoin, Account.id == TenantAccountJoin.account_id) \
-                        .filter(TenantAccountJoin.role == 'owner') \
-                        .filter(TenantAccountJoin.tenant_id == app_data.tenant_id) \
-                        .one_or_none()
-
-                    if not account_data:
+                click.echo('Create dataset vdb index: {}'.format(dataset.id))
+                if dataset.index_struct_dict:
+                    if dataset.index_struct_dict['type'] == vector_type:
+                        skipped_count = skipped_count + 1
                         continue
-
-                    if data.user_input_form is None or data.user_input_form == 'null':
-                        data.user_input_form = json.dumps(user_input_form_template[account_data.interface_language])
+                collection_name = ''
+                if vector_type == "weaviate":
+                    dataset_id = dataset.id
+                    collection_name = Dataset.gen_collection_name_by_id(dataset_id)
+                    index_struct_dict = {
+                        "type": 'weaviate',
+                        "vector_store": {"class_prefix": collection_name}
+                    }
+                    dataset.index_struct = json.dumps(index_struct_dict)
+                elif vector_type == "qdrant":
+                    if dataset.collection_binding_id:
+                        dataset_collection_binding = db.session.query(DatasetCollectionBinding). \
+                            filter(DatasetCollectionBinding.id == dataset.collection_binding_id). \
+                            one_or_none()
+                        if dataset_collection_binding:
+                            collection_name = dataset_collection_binding.collection_name
+                        else:
+                            raise ValueError('Dataset Collection Bindings is not exist!')
                     else:
-                        raw_json_data = json.loads(data.user_input_form)
-                        raw_json_data.append(user_input_form_template[account_data.interface_language][0])
-                        data.user_input_form = json.dumps(raw_json_data)
+                        dataset_id = dataset.id
+                        collection_name = Dataset.gen_collection_name_by_id(dataset_id)
+                    index_struct_dict = {
+                        "type": 'qdrant',
+                        "vector_store": {"class_prefix": collection_name}
+                    }
+                    dataset.index_struct = json.dumps(index_struct_dict)
 
-                    # click.secho(f"Updated data {data.id}, pre_prompt: {data.pre_prompt}, user_input_form: {data.user_input_form}", fg='green')
+                elif vector_type == "milvus":
+                    dataset_id = dataset.id
+                    collection_name = Dataset.gen_collection_name_by_id(dataset_id)
+                    index_struct_dict = {
+                        "type": 'milvus',
+                        "vector_store": {"class_prefix": collection_name}
+                    }
+                    dataset.index_struct = json.dumps(index_struct_dict)
+                else:
+                    raise ValueError(f"Vector store {config.get('VECTOR_STORE')} is not supported.")
 
+                vector = Vector(dataset)
+                click.echo(f"Start to migrate dataset {dataset.id}.")
+
+                try:
+                    vector.delete()
+                    click.echo(
+                        click.style(f'Successfully delete vector index {collection_name} for dataset {dataset.id}.',
+                                    fg='green'))
+                except Exception as e:
+                    click.echo(
+                        click.style(f'Failed to delete vector index {collection_name} for dataset {dataset.id}.',
+                                    fg='red'))
+                    raise e
+
+                dataset_documents = db.session.query(DatasetDocument).filter(
+                    DatasetDocument.dataset_id == dataset.id,
+                    DatasetDocument.indexing_status == 'completed',
+                    DatasetDocument.enabled == True,
+                    DatasetDocument.archived == False,
+                ).all()
+
+                documents = []
+                segments_count = 0
+                for dataset_document in dataset_documents:
+                    segments = db.session.query(DocumentSegment).filter(
+                        DocumentSegment.document_id == dataset_document.id,
+                        DocumentSegment.status == 'completed',
+                        DocumentSegment.enabled == True
+                    ).all()
+
+                    for segment in segments:
+                        document = Document(
+                            page_content=segment.content,
+                            metadata={
+                                "doc_id": segment.index_node_id,
+                                "doc_hash": segment.index_node_hash,
+                                "document_id": segment.document_id,
+                                "dataset_id": segment.dataset_id,
+                            }
+                        )
+
+                        documents.append(document)
+                        segments_count = segments_count + 1
+
+                if documents:
+                    try:
+                        click.echo(click.style(
+                            f'Start to created vector index with {len(documents)} documents of {segments_count} segments for dataset {dataset.id}.',
+                            fg='green'))
+                        vector.create(documents)
+                        click.echo(
+                            click.style(f'Successfully created vector index for dataset {dataset.id}.', fg='green'))
+                    except Exception as e:
+                        click.echo(click.style(f'Failed to created vector index for dataset {dataset.id}.', fg='red'))
+                        raise e
+                db.session.add(dataset)
                 db.session.commit()
-
-            except Exception as e:
-                click.secho(f"Error while migrating data: {e}, app_id: {data.app_id}, app_model_config_id: {data.id}",
-                            fg='red')
-                continue
-
-            click.secho(f"Successfully migrated batch {i + 1}/{num_batches}.", fg='green')
-
-            pbar.update(len(data_batch))
-
-
-@click.command('migrate_default_input_to_dataset_query_variable')
-@click.option("--batch-size", default=500, help="Number of records to migrate in each batch.")
-def migrate_default_input_to_dataset_query_variable(batch_size):
-    click.secho("Starting...", fg='green')
-
-    total_records = db.session.query(AppModelConfig) \
-        .join(App, App.app_model_config_id == AppModelConfig.id) \
-        .filter(App.mode == 'completion') \
-        .filter(AppModelConfig.dataset_query_variable == None) \
-        .count()
-
-    if total_records == 0:
-        click.secho("No data to migrate.", fg='green')
-        return
-
-    num_batches = (total_records + batch_size - 1) // batch_size
-
-    with tqdm(total=total_records, desc="Migrating Data") as pbar:
-        for i in range(num_batches):
-            offset = i * batch_size
-            limit = min(batch_size, total_records - offset)
-
-            click.secho(f"Fetching batch {i + 1}/{num_batches} from source database...", fg='green')
-
-            data_batch = db.session.query(AppModelConfig) \
-                .join(App, App.app_model_config_id == AppModelConfig.id) \
-                .filter(App.mode == 'completion') \
-                .filter(AppModelConfig.dataset_query_variable == None) \
-                .order_by(App.created_at) \
-                .offset(offset).limit(limit).all()
-
-            if not data_batch:
-                click.secho("No more data to migrate.", fg='green')
-                break
-
-            try:
-                click.secho(f"Migrating {len(data_batch)} records...", fg='green')
-                for data in data_batch:
-                    config = AppModelConfig.to_dict(data)
-
-                    tools = config["agent_mode"]["tools"]
-                    dataset_exists = "dataset" in str(tools)
-                    if not dataset_exists:
-                        continue
-
-                    user_input_form = config.get("user_input_form", [])
-                    for form in user_input_form:
-                        paragraph = form.get('paragraph')
-                        if paragraph \
-                                and paragraph.get('variable') == 'query':
-                            data.dataset_query_variable = 'query'
-                            break
-
-                        if paragraph \
-                                and paragraph.get('variable') == 'default_input':
-                            data.dataset_query_variable = 'default_input'
-                            break
-
-                db.session.commit()
-
-            except Exception as e:
-                click.secho(f"Error while migrating data: {e}, app_id: {data.app_id}, app_model_config_id: {data.id}",
-                            fg='red')
-                continue
-
-            click.secho(f"Successfully migrated batch {i + 1}/{num_batches}.", fg='green')
-
-            pbar.update(len(data_batch))
-
-
-@click.command('add-annotation-question-field-value', help='add annotation question value')
-def add_annotation_question_field_value():
-    click.echo(click.style('Start add annotation question value.', fg='green'))
-    message_annotations = db.session.query(MessageAnnotation).all()
-    message_annotation_deal_count = 0
-    if message_annotations:
-        for message_annotation in message_annotations:
-            try:
-                if message_annotation.message_id and not message_annotation.question:
-                    message = db.session.query(Message).filter(
-                        Message.id == message_annotation.message_id
-                    ).first()
-                    message_annotation.question = message.query
-                    db.session.add(message_annotation)
-                    db.session.commit()
-                    message_annotation_deal_count += 1
+                click.echo(f'Successfully migrated dataset {dataset.id}.')
+                create_count += 1
             except Exception as e:
+                db.session.rollback()
                 click.echo(
-                    click.style('Add annotation question value error: {} {}'.format(e.__class__.__name__, str(e)),
+                    click.style('Create dataset index error: {} {}'.format(e.__class__.__name__, str(e)),
                                 fg='red'))
-            click.echo(
-                click.style(f'Congratulations! add annotation question value successful. Deal count {message_annotation_deal_count}', fg='green'))
+                continue
+
+    click.echo(
+        click.style(f'Congratulations! Create {create_count} dataset indexes, and skipped {skipped_count} datasets.',
+                    fg='green'))
 
 
 def register_commands(app):
     app.cli.add_command(reset_password)
     app.cli.add_command(reset_email)
-    app.cli.add_command(generate_invitation_codes)
     app.cli.add_command(reset_encrypt_key_pair)
-    app.cli.add_command(recreate_all_dataset_indexes)
-    app.cli.add_command(sync_anthropic_hosted_providers)
-    app.cli.add_command(clean_unused_dataset_indexes)
-    app.cli.add_command(create_qdrant_indexes)
-    app.cli.add_command(update_qdrant_indexes)
-    app.cli.add_command(update_app_model_configs)
-    app.cli.add_command(normalization_collections)
-    app.cli.add_command(migrate_default_input_to_dataset_query_variable)
-    app.cli.add_command(add_qdrant_full_text_index)
-    app.cli.add_command(add_annotation_question_field_value)
+    app.cli.add_command(vdb_migrate)

api/config.py

@@ -1,4 +1,3 @@
-# -*- coding:utf-8 -*-
 import os
 
 import dotenv
@@ -23,6 +22,7 @@ DEFAULTS = {
     'SERVICE_API_URL': 'https://api.dify.ai',
     'APP_WEB_URL': 'https://udify.app',
     'FILES_URL': '',
+    'S3_ADDRESS_STYLE': 'auto',
     'STORAGE_TYPE': 'local',
     'STORAGE_LOCAL_PATH': 'storage',
     'CHECK_UPDATE_URL': 'https://updates.dify.ai',
@@ -39,18 +39,14 @@ DEFAULTS = {
     'LOG_LEVEL': 'INFO',
     'HOSTED_OPENAI_QUOTA_LIMIT': 200,
     'HOSTED_OPENAI_TRIAL_ENABLED': 'False',
+    'HOSTED_OPENAI_TRIAL_MODELS': 'gpt-3.5-turbo,gpt-3.5-turbo-1106,gpt-3.5-turbo-instruct,gpt-3.5-turbo-16k,gpt-3.5-turbo-16k-0613,gpt-3.5-turbo-0613,gpt-3.5-turbo-0125,text-davinci-003',
     'HOSTED_OPENAI_PAID_ENABLED': 'False',
-    'HOSTED_OPENAI_PAID_INCREASE_QUOTA': 1,
-    'HOSTED_OPENAI_PAID_MIN_QUANTITY': 1,
-    'HOSTED_OPENAI_PAID_MAX_QUANTITY': 1,
+    'HOSTED_OPENAI_PAID_MODELS': 'gpt-4,gpt-4-turbo-preview,gpt-4-1106-preview,gpt-4-0125-preview,gpt-3.5-turbo,gpt-3.5-turbo-16k,gpt-3.5-turbo-16k-0613,gpt-3.5-turbo-1106,gpt-3.5-turbo-0613,gpt-3.5-turbo-0125,gpt-3.5-turbo-instruct,text-davinci-003',
     'HOSTED_AZURE_OPENAI_ENABLED': 'False',
     'HOSTED_AZURE_OPENAI_QUOTA_LIMIT': 200,
     'HOSTED_ANTHROPIC_QUOTA_LIMIT': 600000,
     'HOSTED_ANTHROPIC_TRIAL_ENABLED': 'False',
     'HOSTED_ANTHROPIC_PAID_ENABLED': 'False',
-    'HOSTED_ANTHROPIC_PAID_INCREASE_QUOTA': 1,
-    'HOSTED_ANTHROPIC_PAID_MIN_QUANTITY': 1,
-    'HOSTED_ANTHROPIC_PAID_MAX_QUANTITY': 1,
     'HOSTED_MODERATION_ENABLED': 'False',
     'HOSTED_MODERATION_PROVIDERS': '',
     'CLEAN_DAY_SETTING': 30,
@@ -63,6 +59,9 @@ DEFAULTS = {
     'BILLING_ENABLED': 'False',
     'CAN_REPLACE_LOGO': 'False',
     'ETL_TYPE': 'dify',
+    'KEYWORD_STORE': 'jieba',
+    'BATCH_UPLOAD_LIMIT': 20,
+    'TOOL_ICON_CACHE_MAX_AGE': 3600,
 }
 
 
@@ -93,7 +92,7 @@ class Config:
         # ------------------------
         # General Configurations.
         # ------------------------
-        self.CURRENT_VERSION = "0.5.0"
+        self.CURRENT_VERSION = "0.5.11"
         self.COMMIT_SHA = get_env('COMMIT_SHA')
         self.EDITION = "SELF_HOSTED"
         self.DEPLOY_ENV = get_env('DEPLOY_ENV')
@@ -183,13 +182,18 @@ class Config:
         self.S3_ACCESS_KEY = get_env('S3_ACCESS_KEY')
         self.S3_SECRET_KEY = get_env('S3_SECRET_KEY')
         self.S3_REGION = get_env('S3_REGION')
+        self.S3_ADDRESS_STYLE = get_env('S3_ADDRESS_STYLE')
+        self.AZURE_BLOB_ACCOUNT_NAME = get_env('AZURE_BLOB_ACCOUNT_NAME')
+        self.AZURE_BLOB_ACCOUNT_KEY = get_env('AZURE_BLOB_ACCOUNT_KEY')
+        self.AZURE_BLOB_CONTAINER_NAME = get_env('AZURE_BLOB_CONTAINER_NAME')
+        self.AZURE_BLOB_ACCOUNT_URL = get_env('AZURE_BLOB_ACCOUNT_URL')
 
         # ------------------------
         # Vector Store Configurations.
         # Currently, only support: qdrant, milvus, zilliz, weaviate
         # ------------------------
         self.VECTOR_STORE = get_env('VECTOR_STORE')
-
+        self.KEYWORD_STORE = get_env('KEYWORD_STORE')
         # qdrant settings
         self.QDRANT_URL = get_env('QDRANT_URL')
         self.QDRANT_API_KEY = get_env('QDRANT_API_KEY')
@@ -215,6 +219,12 @@ class Config:
         self.MAIL_DEFAULT_SEND_FROM = get_env('MAIL_DEFAULT_SEND_FROM')
         self.RESEND_API_KEY = get_env('RESEND_API_KEY')
         self.RESEND_API_URL = get_env('RESEND_API_URL')
+        # SMTP settings
+        self.SMTP_SERVER = get_env('SMTP_SERVER')
+        self.SMTP_PORT = get_env('SMTP_PORT')
+        self.SMTP_USERNAME = get_env('SMTP_USERNAME')
+        self.SMTP_PASSWORD = get_env('SMTP_PASSWORD')
+        self.SMTP_USE_TLS = get_bool_env('SMTP_USE_TLS')
         
         # ------------------------
         # Workpace Configurations.
@@ -260,12 +270,10 @@ class Config:
         self.HOSTED_OPENAI_API_BASE = get_env('HOSTED_OPENAI_API_BASE')
         self.HOSTED_OPENAI_API_ORGANIZATION = get_env('HOSTED_OPENAI_API_ORGANIZATION')
         self.HOSTED_OPENAI_TRIAL_ENABLED = get_bool_env('HOSTED_OPENAI_TRIAL_ENABLED')
+        self.HOSTED_OPENAI_TRIAL_MODELS = get_env('HOSTED_OPENAI_TRIAL_MODELS')
         self.HOSTED_OPENAI_QUOTA_LIMIT = int(get_env('HOSTED_OPENAI_QUOTA_LIMIT'))
         self.HOSTED_OPENAI_PAID_ENABLED = get_bool_env('HOSTED_OPENAI_PAID_ENABLED')
-        self.HOSTED_OPENAI_PAID_STRIPE_PRICE_ID = get_env('HOSTED_OPENAI_PAID_STRIPE_PRICE_ID')
-        self.HOSTED_OPENAI_PAID_INCREASE_QUOTA = int(get_env('HOSTED_OPENAI_PAID_INCREASE_QUOTA'))
-        self.HOSTED_OPENAI_PAID_MIN_QUANTITY = int(get_env('HOSTED_OPENAI_PAID_MIN_QUANTITY'))
-        self.HOSTED_OPENAI_PAID_MAX_QUANTITY = int(get_env('HOSTED_OPENAI_PAID_MAX_QUANTITY'))
+        self.HOSTED_OPENAI_PAID_MODELS = get_env('HOSTED_OPENAI_PAID_MODELS')
 
         self.HOSTED_AZURE_OPENAI_ENABLED = get_bool_env('HOSTED_AZURE_OPENAI_ENABLED')
         self.HOSTED_AZURE_OPENAI_API_KEY = get_env('HOSTED_AZURE_OPENAI_API_KEY')
@@ -277,10 +285,6 @@ class Config:
         self.HOSTED_ANTHROPIC_TRIAL_ENABLED = get_bool_env('HOSTED_ANTHROPIC_TRIAL_ENABLED')
         self.HOSTED_ANTHROPIC_QUOTA_LIMIT = int(get_env('HOSTED_ANTHROPIC_QUOTA_LIMIT'))
         self.HOSTED_ANTHROPIC_PAID_ENABLED = get_bool_env('HOSTED_ANTHROPIC_PAID_ENABLED')
-        self.HOSTED_ANTHROPIC_PAID_STRIPE_PRICE_ID = get_env('HOSTED_ANTHROPIC_PAID_STRIPE_PRICE_ID')
-        self.HOSTED_ANTHROPIC_PAID_INCREASE_QUOTA = int(get_env('HOSTED_ANTHROPIC_PAID_INCREASE_QUOTA'))
-        self.HOSTED_ANTHROPIC_PAID_MIN_QUANTITY = int(get_env('HOSTED_ANTHROPIC_PAID_MIN_QUANTITY'))
-        self.HOSTED_ANTHROPIC_PAID_MAX_QUANTITY = int(get_env('HOSTED_ANTHROPIC_PAID_MAX_QUANTITY'))
 
         self.HOSTED_MINIMAX_ENABLED = get_bool_env('HOSTED_MINIMAX_ENABLED')
         self.HOSTED_SPARK_ENABLED = get_bool_env('HOSTED_SPARK_ENABLED')
@@ -294,6 +298,11 @@ class Config:
         self.BILLING_ENABLED = get_bool_env('BILLING_ENABLED')
         self.CAN_REPLACE_LOGO = get_bool_env('CAN_REPLACE_LOGO')
 
+        self.BATCH_UPLOAD_LIMIT = get_env('BATCH_UPLOAD_LIMIT')
+
+        self.API_COMPRESSION_ENABLED = get_bool_env('API_COMPRESSION_ENABLED')
+        self.TOOL_ICON_CACHE_MAX_AGE = get_env('TOOL_ICON_CACHE_MAX_AGE')
+
 
 class CloudEditionConfig(Config):
 

api/constants/languages.py

@@ -1,8 +1,8 @@
-
 import json
+
 from models.model import AppModelConfig
 
-languages = ['en-US', 'zh-Hans', 'pt-BR', 'es-ES', 'fr-FR', 'de-DE', 'ja-JP', 'ko-KR', 'ru-RU', 'it-IT']
+languages = ['en-US', 'zh-Hans', 'pt-BR', 'es-ES', 'fr-FR', 'de-DE', 'ja-JP', 'ko-KR', 'ru-RU', 'it-IT', 'uk-UA', 'vi-VN']
 
 language_timezone_mapping = {
     'en-US': 'America/New_York',
@@ -15,8 +15,11 @@ language_timezone_mapping = {
     'ko-KR': 'Asia/Seoul',
     'ru-RU': 'Europe/Moscow',
     'it-IT': 'Europe/Rome',
+    'uk-UA': 'Europe/Kyiv',
+    'vi-VN': 'Asia/Ho_Chi_Minh',
 }
 
+
 def supported_language(lang):
     if lang in languages:
         return lang
@@ -25,6 +28,7 @@ def supported_language(lang):
              .format(lang=lang))
     raise ValueError(error)
 
+
 user_input_form_template = {
     "en-US": [
         {
@@ -66,6 +70,26 @@ user_input_form_template = {
             }
         }
     ],
+    "ua-UK": [
+        {
+            "paragraph": {
+                "label": "Запит",
+                "variable": "default_input",
+                "required": False,
+                "default": ""
+            }
+        }
+    ],
+     "vi-VN": [
+        {
+            "paragraph": {
+                "label": "Nội dung truy vấn",
+                "variable": "default_input",
+                "required": False,
+                "default": ""
+            }
+        }
+    ],
 }
 
 demo_model_templates = {
@@ -144,7 +168,7 @@ demo_model_templates = {
                                 'Italian',
                             ]
                         }
-                    },{
+                    }, {
                         "paragraph": {
                             "label": "Query",
                             "variable": "query",
@@ -195,7 +219,6 @@ demo_model_templates = {
             )
         }
     ],
-
     'zh-Hans': [
         {
             'name': '翻译助手',
@@ -271,7 +294,7 @@ demo_model_templates = {
                                 "意大利语",
                             ]
                         }
-                    },{
+                    }, {
                         "paragraph": {
                             "label": "文本内容",
                             "variable": "query",
@@ -322,5 +345,258 @@ demo_model_templates = {
             )
         }
     ],
-
+    'uk-UA': [
+        {
+            "name": "Помічник перекладу",
+            "icon": "",
+            "icon_background": "",
+            "description": "Багатомовний перекладач, який надає можливості перекладу різними мовами, перекладаючи введені користувачем дані на потрібну мову.",
+            "mode": "completion",
+            "model_config": AppModelConfig(
+                provider="openai",
+                model_id="gpt-3.5-turbo-instruct",
+                configs={
+                    "prompt_template": "Будь ласка, перекладіть наступний текст на {{target_language}}:\n",
+                    "prompt_variables": [
+                        {
+                            "key": "target_language",
+                            "name": "Цільова мова",
+                            "description": "Мова, на яку ви хочете перекласти.",
+                            "type": "select",
+                            "default": "Ukrainian",
+                            "options": [
+                                "Chinese",
+                                "English",
+                                "Japanese",
+                                "French",
+                                "Russian",
+                                "German",
+                                "Spanish",
+                                "Korean",
+                                "Italian",
+                            ],
+                        },
+                    ],
+                    "completion_params": {
+                        "max_token": 1000,
+                        "temperature": 0,
+                        "top_p": 0,
+                        "presence_penalty": 0.1,
+                        "frequency_penalty": 0.1,
+                    },
+                },
+                opening_statement="",
+                suggested_questions=None,
+                pre_prompt="Будь ласка, перекладіть наступний текст на {{target_language}}:\n{{query}}\ntranslate:",
+                model=json.dumps({
+                    "provider": "openai",
+                    "name": "gpt-3.5-turbo-instruct",
+                    "mode": "completion",
+                    "completion_params": {
+                        "max_tokens": 1000,
+                        "temperature": 0,
+                        "top_p": 0,
+                        "presence_penalty": 0.1,
+                        "frequency_penalty": 0.1,
+                    },
+                }),
+                user_input_form=json.dumps([
+                    {
+                        "select": {
+                            "label": "Цільова мова",
+                            "variable": "target_language",
+                            "description": "Мова, на яку ви хочете перекласти.",
+                            "default": "Chinese",
+                            "required": True,
+                            'options': [
+                                'Chinese',
+                                'English',
+                                'Japanese',
+                                'French',
+                                'Russian',
+                                'German',
+                                'Spanish',
+                                'Korean',
+                                'Italian',
+                            ]
+                        }
+                    }, {
+                        "paragraph": {
+                            "label": "Запит",
+                            "variable": "query",
+                            "required": True,
+                            "default": ""
+                        }
+                    }
+                ])
+            )
+        },
+        {
+            "name": "AI інтерв’юер фронтенду",
+            "icon": "",
+            "icon_background": "",
+            "description": "Симульований інтерв’юер фронтенду, який перевіряє рівень кваліфікації у розробці фронтенду через опитування.",
+            "mode": "chat",
+            "model_config": AppModelConfig(
+                provider="openai",
+                model_id="gpt-3.5-turbo",
+                configs={
+                    "introduction": "Привіт, ласкаво просимо на наше співбесіду. Я інтерв'юер цієї технологічної компанії, і я перевірю ваші навички веб-розробки фронтенду. Далі я поставлю вам декілька технічних запитань. Будь ласка, відповідайте якомога ретельніше. ",
+                    "prompt_template": "Ви будете грати роль інтерв'юера технологічної компанії, перевіряючи навички розробки фронтенду користувача та ставлячи 5-10 чітких технічних питань.\n\nЗверніть увагу:\n- Ставте лише одне запитання за раз.\n- Після того, як користувач відповість на запитання, ставте наступне запитання безпосередньо, не намагаючись виправити будь-які помилки, допущені кандидатом.\n- Якщо ви вважаєте, що користувач не відповів правильно на кілька питань поспіль, задайте менше запитань.\n- Після того, як ви задали останнє запитання, ви можете поставити таке запитання: Чому ви залишили свою попередню роботу? Після того, як користувач відповість на це питання, висловіть своє розуміння та підтримку.\n",
+                    "prompt_variables": [],
+                    "completion_params": {
+                        "max_token": 300,
+                        "temperature": 0.8,
+                        "top_p": 0.9,
+                        "presence_penalty": 0.1,
+                        "frequency_penalty": 0.1,
+                    },
+                },
+                opening_statement="Привіт, ласкаво просимо на наше співбесіду. Я інтерв'юер цієї технологічної компанії, і я перевірю ваші навички веб-розробки фронтенду. Далі я поставлю вам декілька технічних запитань. Будь ласка, відповідайте якомога ретельніше. ",
+                suggested_questions=None,
+                pre_prompt="Ви будете грати роль інтерв'юера технологічної компанії, перевіряючи навички розробки фронтенду користувача та ставлячи 5-10 чітких технічних питань.\n\nЗверніть увагу:\n- Ставте лише одне запитання за раз.\n- Після того, як користувач відповість на запитання, ставте наступне запитання безпосередньо, не намагаючись виправити будь-які помилки, допущені кандидатом.\n- Якщо ви вважаєте, що користувач не відповів правильно на кілька питань поспіль, задайте менше запитань.\n- Після того, як ви задали останнє запитання, ви можете поставити таке запитання: Чому ви залишили свою попередню роботу? Після того, як користувач відповість на це питання, висловіть своє розуміння та підтримку.\n",
+                model=json.dumps({
+                    "provider": "openai",
+                    "name": "gpt-3.5-turbo",
+                    "mode": "chat",
+                    "completion_params": {
+                        "max_tokens": 300,
+                        "temperature": 0.8,
+                        "top_p": 0.9,
+                        "presence_penalty": 0.1,
+                        "frequency_penalty": 0.1,
+                    },
+                }),
+                user_input_form=None
+            ),
+        }
+    ],
+    'vi-VN': [
+        {
+            'name': 'Trợ lý dịch thuật',
+            'icon': '',
+            'icon_background': '',
+            'description': 'Trình dịch đa ngôn ngữ cung cấp khả năng dịch bằng nhiều ngôn ngữ, dịch thông tin đầu vào của người dùng sang ngôn ngữ họ cần.',
+            'mode': 'completion',
+            'model_config': AppModelConfig(
+                provider='openai',
+                model_id='gpt-3.5-turbo-instruct',
+                configs={
+                    'prompt_template': "Hãy dịch đoạn văn bản sau sang ngôn ngữ {{target_language}}:\n",
+                    'prompt_variables': [
+                        {
+                            "key": "target_language",
+                            "name": "Ngôn ngữ đích",
+                            "description": "Ngôn ngữ bạn muốn dịch sang.",
+                            "type": "select",
+                            "default": "Vietnamese",
+                            'options': [
+                                'Chinese',
+                                'English',
+                                'Japanese',
+                                'French',
+                                'Russian',
+                                'German',
+                                'Spanish',
+                                'Korean',
+                                'Italian',
+                                'Vietnamese',
+                            ]
+                        }
+                    ],
+                    'completion_params': {
+                        'max_token': 1000,
+                        'temperature': 0,
+                        'top_p': 0,
+                        'presence_penalty': 0.1,
+                        'frequency_penalty': 0.1,
+                    }
+                },
+                opening_statement='',
+                suggested_questions=None,
+                pre_prompt="Hãy dịch đoạn văn bản sau sang {{target_language}}:\n{{query}}\ndịch:",
+                model=json.dumps({
+                    "provider": "openai",
+                    "name": "gpt-3.5-turbo-instruct",
+                    "mode": "completion",
+                    "completion_params": {
+                        "max_tokens": 1000,
+                        "temperature": 0,
+                        "top_p": 0,
+                        "presence_penalty": 0.1,
+                        "frequency_penalty": 0.1
+                    }
+                }),
+                user_input_form=json.dumps([
+                    {
+                        "select": {
+                            "label": "Ngôn ngữ đích",
+                            "variable": "target_language",
+                            "description": "Ngôn ngữ bạn muốn dịch sang.",
+                            "default": "Vietnamese",
+                            "required": True,
+                            'options': [
+                                'Chinese',
+                                'English',
+                                'Japanese',
+                                'French',
+                                'Russian',
+                                'German',
+                                'Spanish',
+                                'Korean',
+                                'Italian',
+                                'Vietnamese',
+                            ]
+                        }
+                    }, {
+                        "paragraph": {
+                            "label": "Query",
+                            "variable": "query",
+                            "required": True,
+                            "default": ""
+                        }
+                    }
+                ])
+            )
+        },
+        {
+            'name': 'Phỏng vấn front-end AI',
+            'icon': '',
+            'icon_background': '',
+            'description': 'Một người phỏng vấn front-end mô phỏng để kiểm tra mức độ kỹ năng phát triển front-end thông qua việc đặt câu hỏi.',
+            'mode': 'chat',
+            'model_config': AppModelConfig(
+                provider='openai',
+                model_id='gpt-3.5-turbo',
+                configs={
+                    'introduction': 'Xin chào, chào mừng đến với cuộc phỏng vấn của chúng tôi. Tôi là người phỏng vấn cho công ty công nghệ này và tôi sẽ kiểm tra kỹ năng phát triển web front-end của bạn. Tiếp theo, tôi sẽ hỏi bạn một số câu hỏi kỹ thuật. Hãy trả lời chúng càng kỹ lưỡng càng tốt. ',
+                    'prompt_template': "Bạn sẽ đóng vai người phỏng vấn cho một công ty công nghệ, kiểm tra kỹ năng phát triển web front-end của người dùng và đặt ra 5-10 câu hỏi kỹ thuật sắc bén.\n\nXin lưu ý:\n- Mỗi lần chỉ hỏi một câu hỏi.\n - Sau khi người dùng trả lời một câu hỏi, hãy hỏi trực tiếp câu hỏi tiếp theo mà không cố gắng sửa bất kỳ lỗi nào mà thí sinh mắc phải.\n- Nếu bạn cho rằng người dùng đã không trả lời đúng cho một số câu hỏi liên tiếp, hãy hỏi ít câu hỏi hơn.\n- Sau đặt câu hỏi cuối cùng, bạn có thể hỏi câu hỏi này: Tại sao bạn lại rời bỏ công việc cuối cùng của mình? Sau khi người dùng trả lời câu hỏi này, vui lòng bày tỏ sự hiểu biết và ủng hộ của bạn.\n",
+                    'prompt_variables': [],
+                    'completion_params': {
+                        'max_token': 300,
+                        'temperature': 0.8,
+                        'top_p': 0.9,
+                        'presence_penalty': 0.1,
+                        'frequency_penalty': 0.1,
+                    }
+                },
+                opening_statement='Xin chào, chào mừng đến với cuộc phỏng vấn của chúng tôi. Tôi là người phỏng vấn cho công ty công nghệ này và tôi sẽ kiểm tra kỹ năng phát triển web front-end của bạn. Tiếp theo, tôi sẽ hỏi bạn một số câu hỏi kỹ thuật. Hãy trả lời chúng càng kỹ lưỡng càng tốt. ',
+                suggested_questions=None,
+                pre_prompt="Bạn sẽ đóng vai người phỏng vấn cho một công ty công nghệ, kiểm tra kỹ năng phát triển web front-end của người dùng và đặt ra 5-10 câu hỏi kỹ thuật sắc bén.\n\nXin lưu ý:\n- Mỗi lần chỉ hỏi một câu hỏi.\n - Sau khi người dùng trả lời một câu hỏi, hãy hỏi trực tiếp câu hỏi tiếp theo mà không cố gắng sửa bất kỳ lỗi nào mà thí sinh mắc phải.\n- Nếu bạn cho rằng người dùng đã không trả lời đúng cho một số câu hỏi liên tiếp, hãy hỏi ít câu hỏi hơn.\n- Sau đặt câu hỏi cuối cùng, bạn có thể hỏi câu hỏi này: Tại sao bạn lại rời bỏ công việc cuối cùng của mình? Sau khi người dùng trả lời câu hỏi này, vui lòng bày tỏ sự hiểu biết và ủng hộ của bạn.\n",
+                model=json.dumps({
+                    "provider": "openai",
+                    "name": "gpt-3.5-turbo",
+                    "mode": "chat",
+                    "completion_params": {
+                        "max_tokens": 300,
+                        "temperature": 0.8,
+                        "top_p": 0.9,
+                        "presence_penalty": 0.1,
+                        "frequency_penalty": 0.1
+                    }
+                }),
+                user_input_form=None
+            )
+        }
+    ],
 }

api/constants/model_template.py

@@ -1,7 +1,5 @@
 import json
 
-from models.model import App, AppModelConfig
-
 model_templates = {
     # completion default mode
     'completion_default': {
@@ -15,30 +13,14 @@ model_templates = {
             'status': 'normal'
         },
         'model_config': {
-            'provider': 'openai',
-            'model_id': 'gpt-3.5-turbo-instruct',
-            'configs': {
-                'prompt_template': '',
-                'prompt_variables': [],
-                'completion_params': {
-                    'max_token': 512,
-                    'temperature': 1,
-                    'top_p': 1,
-                    'presence_penalty': 0,
-                    'frequency_penalty': 0,
-                }
-            },
+            'provider': '',
+            'model_id': '',
+            'configs': {},
             'model': json.dumps({
                 "provider": "openai",
                 "name": "gpt-3.5-turbo-instruct",
                 "mode": "completion",
-                "completion_params": {
-                    "max_tokens": 512,
-                    "temperature": 1,
-                    "top_p": 1,
-                    "presence_penalty": 0,
-                    "frequency_penalty": 0
-                }
+                "completion_params": {}
             }),
             'user_input_form': json.dumps([
                 {
@@ -66,30 +48,14 @@ model_templates = {
             'status': 'normal'
         },
         'model_config': {
-            'provider': 'openai',
-            'model_id': 'gpt-3.5-turbo',
-            'configs': {
-                'prompt_template': '',
-                'prompt_variables': [],
-                'completion_params': {
-                    'max_token': 512,
-                    'temperature': 1,
-                    'top_p': 1,
-                    'presence_penalty': 0,
-                    'frequency_penalty': 0,
-                }
-            },
+            'provider': '',
+            'model_id': '',
+            'configs': {},
             'model': json.dumps({
                 "provider": "openai",
                 "name": "gpt-3.5-turbo",
                 "mode": "chat",
-                "completion_params": {
-                    "max_tokens": 512,
-                    "temperature": 1,
-                    "top_p": 1,
-                    "presence_penalty": 0,
-                    "frequency_penalty": 0
-                }
+                "completion_params": {}
             })
         }
     },

api/controllers/console/__init__.py

@@ -11,6 +11,7 @@ from .app import (advanced_prompt_template, annotation, app, audio, completion,
                   model_config, site, statistic)
 # Import auth controllers
 from .auth import activate, data_source_oauth, login, oauth
+# Import billing controllers
 from .billing import billing
 # Import datasets controllers
 from .datasets import data_source, datasets, datasets_document, datasets_segments, file, hit_testing

api/controllers/console/admin.py

@@ -1,14 +1,15 @@
 import os
 from functools import wraps
 
+from flask import request
+from flask_restful import Resource, reqparse
+from werkzeug.exceptions import NotFound, Unauthorized
+
+from constants.languages import supported_language
 from controllers.console import api
 from controllers.console.wraps import only_edition_cloud
 from extensions.ext_database import db
-from flask import request
-from flask_restful import Resource, reqparse
-from constants.languages import supported_language
 from models.model import App, InstalledApp, RecommendedApp
-from werkzeug.exceptions import NotFound, Unauthorized
 
 
 def admin_required(view):

api/controllers/console/apikey.py

@@ -1,12 +1,13 @@
 import flask_restful
-from extensions.ext_database import db
 from flask_login import current_user
 from flask_restful import Resource, fields, marshal_with
+from werkzeug.exceptions import Forbidden
+
+from extensions.ext_database import db
 from libs.helper import TimestampField
 from libs.login import login_required
 from models.dataset import Dataset
 from models.model import ApiToken, App
-from werkzeug.exceptions import Forbidden
 
 from . import api
 from .setup import setup_required
@@ -61,9 +62,7 @@ class BaseApiKeyListResource(Resource):
         resource_id = str(resource_id)
         _get_resource(resource_id, current_user.current_tenant_id,
                       self.resource_model)
-
-        # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         current_key_count = db.session.query(ApiToken). \
@@ -102,7 +101,7 @@ class BaseApiKeyResource(Resource):
                       self.resource_model)
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         key = db.session.query(ApiToken). \

api/controllers/console/app/advanced_prompt_template.py

@@ -1,7 +1,8 @@
+from flask_restful import Resource, reqparse
+
 from controllers.console import api
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
-from flask_restful import Resource, reqparse
 from libs.login import login_required
 from services.advanced_prompt_template_service import AdvancedPromptTemplateService
 

api/controllers/console/app/annotation.py

@@ -1,17 +1,20 @@
+from flask import request
+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
 from controllers.console.app.error import NoFileUploadedError
 from controllers.console.datasets.error import TooManyFilesError
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required, cloud_edition_billing_resource_check
 from extensions.ext_redis import redis_client
-from fields.annotation_fields import (annotation_fields, annotation_hit_history_fields,
-                                      annotation_hit_history_list_fields, annotation_list_fields)
-from flask import request
-from flask_login import current_user
-from flask_restful import Resource, marshal, marshal_with, reqparse
+from fields.annotation_fields import (
+    annotation_fields,
+    annotation_hit_history_fields,
+)
 from libs.login import login_required
 from services.annotation_service import AppAnnotationService
-from werkzeug.exceptions import Forbidden
 
 
 class AnnotationReplyActionApi(Resource):
@@ -21,7 +24,7 @@ class AnnotationReplyActionApi(Resource):
     @cloud_edition_billing_resource_check('annotation')
     def post(self, app_id, action):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
@@ -45,7 +48,7 @@ class AppAnnotationSettingDetailApi(Resource):
     @account_initialization_required
     def get(self, app_id):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
@@ -59,7 +62,7 @@ class AppAnnotationSettingUpdateApi(Resource):
     @account_initialization_required
     def post(self, app_id, annotation_setting_id):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
@@ -80,7 +83,7 @@ class AnnotationReplyActionStatusApi(Resource):
     @cloud_edition_billing_resource_check('annotation')
     def get(self, app_id, job_id, action):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         job_id = str(job_id)
@@ -108,7 +111,7 @@ class AnnotationListApi(Resource):
     @account_initialization_required
     def get(self, app_id):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         page = request.args.get('page', default=1, type=int)
@@ -133,7 +136,7 @@ class AnnotationExportApi(Resource):
     @account_initialization_required
     def get(self, app_id):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
@@ -152,7 +155,7 @@ class AnnotationCreateApi(Resource):
     @marshal_with(annotation_fields)
     def post(self, app_id):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
@@ -172,7 +175,7 @@ class AnnotationUpdateDeleteApi(Resource):
     @marshal_with(annotation_fields)
     def post(self, app_id, annotation_id):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
@@ -189,7 +192,7 @@ class AnnotationUpdateDeleteApi(Resource):
     @account_initialization_required
     def delete(self, app_id, annotation_id):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
@@ -205,7 +208,7 @@ class AnnotationBatchImportApi(Resource):
     @cloud_edition_billing_resource_check('annotation')
     def post(self, app_id):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
@@ -230,7 +233,7 @@ class AnnotationBatchImportStatusApi(Resource):
     @cloud_edition_billing_resource_check('annotation')
     def get(self, app_id, job_id):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         job_id = str(job_id)
@@ -257,7 +260,7 @@ class AnnotationHitHistoryListApi(Resource):
     @account_initialization_required
     def get(self, app_id, annotation_id):
         # The role of the current user in the table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         page = request.args.get('page', default=1, type=int)

api/controllers/console/app/app.py

@@ -1,10 +1,13 @@
-# -*- coding:utf-8 -*-
 import json
 import logging
 from datetime import datetime
 
-from constants.model_template import model_templates
+from flask_login import current_user
+from flask_restful import Resource, abort, inputs, marshal_with, reqparse
+from werkzeug.exceptions import Forbidden
+
 from constants.languages import demo_model_templates, languages
+from constants.model_template import model_templates
 from controllers.console import api
 from controllers.console.app.error import AppNotFoundError, ProviderNotInitializeError
 from controllers.console.setup import setup_required
@@ -15,16 +18,18 @@ from core.model_runtime.entities.model_entities import ModelType
 from core.provider_manager import ProviderManager
 from events.app_event import app_was_created, app_was_deleted
 from extensions.ext_database import db
-from fields.app_fields import (app_detail_fields, app_detail_fields_with_site, app_pagination_fields,
-                               template_list_fields)
-from flask import current_app
-from flask_login import current_user
-from flask_restful import Resource, abort, inputs, marshal_with, reqparse
+from fields.app_fields import (
+    app_detail_fields,
+    app_detail_fields_with_site,
+    app_pagination_fields,
+    template_list_fields,
+)
 from libs.login import login_required
 from models.model import App, AppModelConfig, Site
-from models.tools import ApiToolProvider
 from services.app_model_config_service import AppModelConfigService
-from werkzeug.exceptions import Forbidden
+from core.tools.utils.configuration import ToolParameterConfigurationManager
+from core.tools.tool_manager import ToolManager
+from core.entities.application_entities import AgentToolEntity
 
 def _get_app(app_id, tenant_id):
     app = db.session.query(App).filter(App.id == app_id, App.tenant_id == tenant_id).first()
@@ -88,7 +93,7 @@ class AppListApi(Resource):
         args = parser.parse_args()
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         try:
@@ -107,20 +112,27 @@ class AppListApi(Resource):
             # validate config
             model_config_dict = args['model_config']
 
-            # get model provider
-            model_manager = ModelManager()
-            model_instance = model_manager.get_default_model_instance(
-                tenant_id=current_user.current_tenant_id,
-                model_type=ModelType.LLM
+            # Get provider configurations
+            provider_manager = ProviderManager()
+            provider_configurations = provider_manager.get_configurations(current_user.current_tenant_id)
+
+            # get available models from provider_configurations
+            available_models = provider_configurations.get_models(
+                model_type=ModelType.LLM,
+                only_active=True
             )
 
-            if not model_instance:
-                raise ProviderNotInitializeError(
-                    f"No Default System Reasoning Model available. Please configure "
-                    f"in the Settings -> Model Provider.")
-            else:
-                model_config_dict["model"]["provider"] = model_instance.provider
-                model_config_dict["model"]["name"] = model_instance.model
+            # check if model is available
+            available_models_names = [f'{model.provider.provider}.{model.model}' for model in available_models]
+            provider_model = f"{model_config_dict['model']['provider']}.{model_config_dict['model']['name']}"
+            if provider_model not in available_models_names:
+                if not default_model_entity:
+                    raise ProviderNotInitializeError(
+                        "No Default System Reasoning Model available. Please configure "
+                        "in the Settings -> Model Provider.")
+                else:
+                    model_config_dict["model"]["provider"] = default_model_entity.provider.provider
+                    model_config_dict["model"]["name"] = default_model_entity.model
 
             model_configuration = AppModelConfigService.validate_configuration(
                 tenant_id=current_user.current_tenant_id,
@@ -226,7 +238,44 @@ class AppApi(Resource):
     def get(self, app_id):
         """Get app detail"""
         app_id = str(app_id)
-        app = _get_app(app_id, current_user.current_tenant_id)
+        app: App = _get_app(app_id, current_user.current_tenant_id)
+
+        # get original app model config
+        model_config: AppModelConfig = app.app_model_config
+        agent_mode = model_config.agent_mode_dict
+        # decrypt agent tool parameters if it's secret-input
+        for tool in agent_mode.get('tools') or []:
+            if not isinstance(tool, dict) or len(tool.keys()) <= 3:
+                continue
+            agent_tool_entity = AgentToolEntity(**tool)
+            # get tool
+            try:
+                tool_runtime = ToolManager.get_agent_tool_runtime(
+                    tenant_id=current_user.current_tenant_id,
+                    agent_tool=agent_tool_entity,
+                    agent_callback=None
+                )
+                manager = ToolParameterConfigurationManager(
+                    tenant_id=current_user.current_tenant_id,
+                    tool_runtime=tool_runtime,
+                    provider_name=agent_tool_entity.provider_id,
+                    provider_type=agent_tool_entity.provider_type,
+                )
+
+                # get decrypted parameters
+                if agent_tool_entity.tool_parameters:
+                    parameters = manager.decrypt_tool_parameters(agent_tool_entity.tool_parameters or {})
+                    masked_parameter = manager.mask_tool_parameters(parameters or {})
+                else:
+                    masked_parameter = {}
+
+                # override tool parameters
+                tool['tool_parameters'] = masked_parameter
+            except Exception as e:
+                pass
+
+        # override agent mode
+        model_config.agent_mode = json.dumps(agent_mode)
 
         return app
 
@@ -237,7 +286,7 @@ class AppApi(Resource):
         """Delete app"""
         app_id = str(app_id)
 
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app = _get_app(app_id, current_user.current_tenant_id)

api/controllers/console/app/audio.py

@@ -1,24 +1,35 @@
-# -*- coding:utf-8 -*-
 import logging
 
+from flask import request
+from flask_restful import Resource, reqparse
+from werkzeug.exceptions import InternalServerError
+
 import services
 from controllers.console import api
 from controllers.console.app import _get_app
-from controllers.console.app.error import (AppUnavailableError, AudioTooLargeError, CompletionRequestError,
-                                           NoAudioUploadedError, ProviderModelCurrentlyNotSupportError,
-                                           ProviderNotInitializeError, ProviderNotSupportSpeechToTextError,
-                                           ProviderQuotaExceededError, UnsupportedAudioTypeError)
+from controllers.console.app.error import (
+    AppUnavailableError,
+    AudioTooLargeError,
+    CompletionRequestError,
+    NoAudioUploadedError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderNotSupportSpeechToTextError,
+    ProviderQuotaExceededError,
+    UnsupportedAudioTypeError,
+)
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
-from flask import request
-from flask_restful import Resource
 from libs.login import login_required
 from services.audio_service import AudioService
-from services.errors.audio import (AudioTooLargeServiceError, NoAudioUploadedServiceError,
-                                   ProviderNotSupportSpeechToTextServiceError, UnsupportedAudioTypeServiceError)
-from werkzeug.exceptions import InternalServerError
+from services.errors.audio import (
+    AudioTooLargeServiceError,
+    NoAudioUploadedServiceError,
+    ProviderNotSupportSpeechToTextServiceError,
+    UnsupportedAudioTypeServiceError,
+)
 
 
 class ChatMessageAudioApi(Resource):
@@ -35,7 +46,7 @@ class ChatMessageAudioApi(Resource):
             response = AudioService.transcript_asr(
                 tenant_id=app_model.tenant_id,
                 file=file,
-                promot=app_model.app_model_config.pre_prompt
+                end_user=None,
             )
 
             return response
@@ -61,7 +72,7 @@ class ChatMessageAudioApi(Resource):
         except ValueError as e:
             raise e
         except Exception as e:
-            logging.exception("internal server error.")
+            logging.exception(f"internal server error, {str(e)}.")
             raise InternalServerError()
 
 
@@ -72,10 +83,12 @@ class ChatMessageTextApi(Resource):
     def post(self, app_id):
         app_id = str(app_id)
         app_model = _get_app(app_id, None)
+
         try:
             response = AudioService.transcript_tts(
                 tenant_id=app_model.tenant_id,
                 text=request.form['text'],
+                voice=request.form['voice'] if request.form['voice'] else app_model.app_model_config.text_to_speech_dict.get('voice'),
                 streaming=False
             )
 
@@ -102,9 +115,50 @@ class ChatMessageTextApi(Resource):
         except ValueError as e:
             raise e
         except Exception as e:
-            logging.exception("internal server error.")
+            logging.exception(f"internal server error, {str(e)}.")
+            raise InternalServerError()
+
+
+class TextModesApi(Resource):
+    def get(self, app_id: str):
+        app_model = _get_app(str(app_id))
+
+        try:
+            parser = reqparse.RequestParser()
+            parser.add_argument('language', type=str, required=True, location='args')
+            args = parser.parse_args()
+
+            response = AudioService.transcript_tts_voices(
+                tenant_id=app_model.tenant_id,
+                language=args['language'],
+            )
+
+            return response
+        except services.errors.audio.ProviderNotSupportTextToSpeechLanageServiceError:
+            raise AppUnavailableError("Text to audio voices language parameter loss.")
+        except NoAudioUploadedServiceError:
+            raise NoAudioUploadedError()
+        except AudioTooLargeServiceError as e:
+            raise AudioTooLargeError(str(e))
+        except UnsupportedAudioTypeServiceError:
+            raise UnsupportedAudioTypeError()
+        except ProviderNotSupportSpeechToTextServiceError:
+            raise ProviderNotSupportSpeechToTextError()
+        except ProviderTokenNotInitError as ex:
+            raise ProviderNotInitializeError(ex.description)
+        except QuotaExceededError:
+            raise ProviderQuotaExceededError()
+        except ModelCurrentlyNotSupportError:
+            raise ProviderModelCurrentlyNotSupportError()
+        except InvokeError as e:
+            raise CompletionRequestError(e.description)
+        except ValueError as e:
+            raise e
+        except Exception as e:
+            logging.exception(f"internal server error, {str(e)}.")
             raise InternalServerError()
 
 
 api.add_resource(ChatMessageAudioApi, '/apps/<uuid:app_id>/audio-to-text')
 api.add_resource(ChatMessageTextApi, '/apps/<uuid:app_id>/text-to-audio')
+api.add_resource(TextModesApi, '/apps/<uuid:app_id>/text-to-audio/voices')

api/controllers/console/app/completion.py

@@ -1,27 +1,33 @@
-# -*- coding:utf-8 -*-
 import json
 import logging
-from typing import Generator, Union
+from collections.abc import Generator
+from typing import Union
 
 import flask_login
+from flask import Response, stream_with_context
+from flask_restful import Resource, reqparse
+from werkzeug.exceptions import InternalServerError, NotFound
+
 import services
 from controllers.console import api
 from controllers.console.app import _get_app
-from controllers.console.app.error import (AppUnavailableError, CompletionRequestError, ConversationCompletedError,
-                                           ProviderModelCurrentlyNotSupportError, ProviderNotInitializeError,
-                                           ProviderQuotaExceededError)
+from controllers.console.app.error import (
+    AppUnavailableError,
+    CompletionRequestError,
+    ConversationCompletedError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderQuotaExceededError,
+)
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from core.application_queue_manager import ApplicationQueueManager
 from core.entities.application_entities import InvokeFrom
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
-from flask import Response, stream_with_context
-from flask_restful import Resource, reqparse
 from libs.helper import uuid_value
 from libs.login import login_required
 from services.completion_service import CompletionService
-from werkzeug.exceptions import InternalServerError, NotFound
 
 
 # define completion message api for user
@@ -163,8 +169,7 @@ def compact_response(response: Union[dict, Generator]) -> Response:
         return Response(response=json.dumps(response), status=200, mimetype='application/json')
     else:
         def generate() -> Generator:
-            for chunk in response:
-                yield chunk
+            yield from response
 
         return Response(stream_with_context(generate()), status=200,
                         mimetype='text/event-stream')

api/controllers/console/app/conversation.py

@@ -1,22 +1,27 @@
 from datetime import datetime
 
 import pytz
+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 NotFound
+
 from controllers.console import api
 from controllers.console.app import _get_app
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from extensions.ext_database import db
-from fields.conversation_fields import (conversation_detail_fields, conversation_message_detail_fields,
-                                        conversation_pagination_fields, conversation_with_summary_pagination_fields)
-from flask_login import current_user
-from flask_restful import Resource, marshal_with, reqparse
-from flask_restful.inputs import int_range
+from fields.conversation_fields import (
+    conversation_detail_fields,
+    conversation_message_detail_fields,
+    conversation_pagination_fields,
+    conversation_with_summary_pagination_fields,
+)
 from libs.helper import datetime_string
 from libs.login import login_required
 from models.model import Conversation, Message, MessageAnnotation
-from sqlalchemy import func, or_
-from sqlalchemy.orm import joinedload
-from werkzeug.exceptions import NotFound
 
 
 class CompletionConversationApi(Resource):

api/controllers/console/app/generator.py

@@ -1,13 +1,18 @@
+from flask_login import current_user
+from flask_restful import Resource, reqparse
+
 from controllers.console import api
-from controllers.console.app.error import (CompletionRequestError, ProviderModelCurrentlyNotSupportError,
-                                           ProviderNotInitializeError, ProviderQuotaExceededError)
+from controllers.console.app.error import (
+    CompletionRequestError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderQuotaExceededError,
+)
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.generator.llm_generator import LLMGenerator
 from core.model_runtime.errors.invoke import InvokeError
-from flask_login import current_user
-from flask_restful import Resource, reqparse
 from libs.login import login_required
 
 

api/controllers/console/app/message.py

@@ -1,12 +1,23 @@
 import json
 import logging
-from typing import Generator, Union
+from collections.abc import Generator
+from typing import Union
+
+from flask import Response, stream_with_context
+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
 from controllers.console.app import _get_app
-from controllers.console.app.error import (AppMoreLikeThisDisabledError, CompletionRequestError,
-                                           ProviderModelCurrentlyNotSupportError, ProviderNotInitializeError,
-                                           ProviderQuotaExceededError)
+from controllers.console.app.error import (
+    AppMoreLikeThisDisabledError,
+    CompletionRequestError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderQuotaExceededError,
+)
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required, cloud_edition_billing_resource_check
 from core.entities.application_entities import InvokeFrom
@@ -14,10 +25,6 @@ from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotIni
 from core.model_runtime.errors.invoke import InvokeError
 from extensions.ext_database import db
 from fields.conversation_fields import annotation_fields, message_detail_fields
-from flask import Response, stream_with_context
-from flask_login import current_user
-from flask_restful import Resource, fields, marshal_with, reqparse
-from flask_restful.inputs import int_range
 from libs.helper import uuid_value
 from libs.infinite_scroll_pagination import InfiniteScrollPagination
 from libs.login import login_required
@@ -28,7 +35,6 @@ from services.errors.app import MoreLikeThisDisabledError
 from services.errors.conversation import ConversationNotExistsError
 from services.errors.message import MessageNotExistsError
 from services.message_service import MessageService
-from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 
 class ChatMessageListApi(Resource):
@@ -157,7 +163,7 @@ class MessageAnnotationApi(Resource):
     @marshal_with(annotation_fields)
     def post(self, app_id):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         app_id = str(app_id)
@@ -241,8 +247,7 @@ def compact_response(response: Union[dict, Generator]) -> Response:
         return Response(response=json.dumps(response), status=200, mimetype='application/json')
     else:
         def generate() -> Generator:
-            for chunk in response:
-                yield chunk
+            yield from response
 
         return Response(stream_with_context(generate()), status=200,
                         mimetype='text/event-stream')

api/controllers/console/app/model_config.py

@@ -1,14 +1,18 @@
-# -*- coding:utf-8 -*-
+import json
+
+from flask import request
+from flask_login import current_user
+from flask_restful import Resource
 
 from controllers.console import api
 from controllers.console.app import _get_app
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
+from core.entities.application_entities import AgentToolEntity
+from core.tools.tool_manager import ToolManager
+from core.tools.utils.configuration import ToolParameterConfigurationManager
 from events.app_event import app_model_config_was_updated
 from extensions.ext_database import db
-from flask import request
-from flask_login import current_user
-from flask_restful import Resource
 from libs.login import login_required
 from models.model import AppModelConfig
 from services.app_model_config_service import AppModelConfigService
@@ -38,6 +42,91 @@ class ModelConfigResource(Resource):
         )
         new_app_model_config = new_app_model_config.from_model_config_dict(model_configuration)
 
+        # get original app model config
+        original_app_model_config: AppModelConfig = db.session.query(AppModelConfig).filter(
+            AppModelConfig.id == app.app_model_config_id
+        ).first()
+        agent_mode = original_app_model_config.agent_mode_dict
+        # decrypt agent tool parameters if it's secret-input
+        parameter_map = {}
+        masked_parameter_map = {}
+        tool_map = {}
+        for tool in agent_mode.get('tools') or []:
+            if not isinstance(tool, dict) or len(tool.keys()) <= 3:
+                continue
+            
+            agent_tool_entity = AgentToolEntity(**tool)
+            # get tool
+            try:
+                tool_runtime = ToolManager.get_agent_tool_runtime(
+                    tenant_id=current_user.current_tenant_id,
+                    agent_tool=agent_tool_entity,
+                    agent_callback=None
+                )
+                manager = ToolParameterConfigurationManager(
+                    tenant_id=current_user.current_tenant_id,
+                    tool_runtime=tool_runtime,
+                    provider_name=agent_tool_entity.provider_id,
+                    provider_type=agent_tool_entity.provider_type,
+                )
+            except Exception as e:
+                continue
+
+            # get decrypted parameters
+            if agent_tool_entity.tool_parameters:
+                parameters = manager.decrypt_tool_parameters(agent_tool_entity.tool_parameters or {})
+                masked_parameter = manager.mask_tool_parameters(parameters or {})
+            else:
+                parameters = {}
+                masked_parameter = {}
+
+            key = f'{agent_tool_entity.provider_id}.{agent_tool_entity.provider_type}.{agent_tool_entity.tool_name}'
+            masked_parameter_map[key] = masked_parameter
+            parameter_map[key] = parameters
+            tool_map[key] = tool_runtime
+
+        # encrypt agent tool parameters if it's secret-input
+        agent_mode = new_app_model_config.agent_mode_dict
+        for tool in agent_mode.get('tools') or []:
+            agent_tool_entity = AgentToolEntity(**tool)
+            
+            # get tool
+            key = f'{agent_tool_entity.provider_id}.{agent_tool_entity.provider_type}.{agent_tool_entity.tool_name}'
+            if key in tool_map:
+                tool_runtime = tool_map[key]
+            else:
+                try:
+                    tool_runtime = ToolManager.get_agent_tool_runtime(
+                        tenant_id=current_user.current_tenant_id,
+                        agent_tool=agent_tool_entity,
+                        agent_callback=None
+                    )
+                except Exception as e:
+                    continue
+            
+            manager = ToolParameterConfigurationManager(
+                tenant_id=current_user.current_tenant_id,
+                tool_runtime=tool_runtime,
+                provider_name=agent_tool_entity.provider_id,
+                provider_type=agent_tool_entity.provider_type,
+            )
+            manager.delete_tool_parameters_cache()
+
+            # override parameters if it equals to masked parameters
+            if agent_tool_entity.tool_parameters:
+                if key not in masked_parameter_map:
+                    continue
+
+                if agent_tool_entity.tool_parameters == masked_parameter_map[key]:
+                    agent_tool_entity.tool_parameters = parameter_map[key]
+
+            # encrypt parameters
+            if agent_tool_entity.tool_parameters:
+                tool['tool_parameters'] = manager.encrypt_tool_parameters(agent_tool_entity.tool_parameters or {})
+
+        # update app model config
+        new_app_model_config.agent_mode = json.dumps(agent_mode)
+
         db.session.add(new_app_model_config)
         db.session.flush()
 

api/controllers/console/app/site.py

@@ -1,16 +1,16 @@
-# -*- coding:utf-8 -*-
+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
 from controllers.console import api
 from controllers.console.app import _get_app
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from extensions.ext_database import db
 from fields.app_fields import app_site_fields
-from flask_login import current_user
-from flask_restful import Resource, marshal_with, reqparse
-from constants.languages import supported_language
 from libs.login import login_required
 from models.model import Site
-from werkzeug.exceptions import Forbidden, NotFound
 
 
 def parse_app_site_args():
@@ -42,7 +42,7 @@ class AppSite(Resource):
         app_model = _get_app(app_id)
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         site = db.session.query(Site). \
@@ -88,7 +88,7 @@ class AppSiteAccessTokenReset(Resource):
         app_model = _get_app(app_id)
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         site = db.session.query(Site).filter(Site.app_id == app_model.id).first()

api/controllers/console/app/statistic.py

@@ -1,16 +1,16 @@
-# -*- coding:utf-8 -*-
 from datetime import datetime
 from decimal import Decimal
 
 import pytz
+from flask import jsonify
+from flask_login import current_user
+from flask_restful import Resource, reqparse
+
 from controllers.console import api
 from controllers.console.app import _get_app
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from extensions.ext_database import db
-from flask import jsonify
-from flask_login import current_user
-from flask_restful import Resource, reqparse
 from libs.helper import datetime_string
 from libs.login import login_required
 

api/controllers/console/auth/activate.py

@@ -2,14 +2,15 @@ import base64
 import secrets
 from datetime import datetime
 
+from flask_restful import Resource, reqparse
+
+from constants.languages import supported_language
 from controllers.console import api
 from controllers.console.error import AlreadyActivateError
 from extensions.ext_database import db
-from flask_restful import Resource, reqparse
 from libs.helper import email, str_len, timezone
-from constants.languages import supported_language
 from libs.password import hash_password, valid_password
-from models.account import AccountStatus, Tenant
+from models.account import AccountStatus
 from services.account_service import RegisterService
 
 

api/controllers/console/auth/data_source_oauth.py

@@ -1,13 +1,14 @@
 import logging
 
 import requests
-from controllers.console import api
 from flask import current_app, redirect, request
 from flask_login import current_user
 from flask_restful import Resource
+from werkzeug.exceptions import Forbidden
+
+from controllers.console import api
 from libs.login import login_required
 from libs.oauth_data_source import NotionOAuth
-from werkzeug.exceptions import Forbidden
 
 from ..setup import setup_required
 from ..wraps import account_initialization_required
@@ -30,7 +31,7 @@ def get_oauth_providers():
 class OAuthDataSource(Resource):
     def get(self, provider: str):
         # The role of the current user in the table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         OAUTH_DATASOURCE_PROVIDERS = get_oauth_providers()
         with current_app.app_context():

api/controllers/console/auth/login.py

@@ -1,11 +1,10 @@
-# -*- coding:utf-8 -*-
-import flask
 import flask_login
+from flask import current_app, request
+from flask_restful import Resource, reqparse
+
 import services
 from controllers.console import api
 from controllers.console.setup import setup_required
-from flask import current_app, request
-from flask_restful import Resource, reqparse
 from libs.helper import email
 from libs.password import valid_password
 from services.account_service import AccountService, TenantService
@@ -30,10 +29,7 @@ class LoginApi(Resource):
         except services.errors.account.AccountLoginError:
             return {'code': 'unauthorized', 'message': 'Invalid email or password'}, 401
 
-        try:
-            TenantService.switch_tenant(account)
-        except Exception:
-            pass
+        TenantService.create_owner_tenant_if_not_exist(account)
 
         AccountService.update_last_login(account, request)
 
@@ -47,7 +43,6 @@ class LogoutApi(Resource):
 
     @setup_required
     def get(self):
-        flask.session.pop('workspace_id', None)
         flask_login.logout_user()
         return {'result': 'success'}
 

api/controllers/console/auth/oauth.py

@@ -3,13 +3,14 @@ from datetime import datetime
 from typing import Optional
 
 import requests
-from constants.languages import languages
-from extensions.ext_database import db
 from flask import current_app, redirect, request
 from flask_restful import Resource
+
+from constants.languages import languages
+from extensions.ext_database import db
 from libs.oauth import GitHubOAuth, GoogleOAuth, OAuthUserInfo
 from models.account import Account, AccountStatus
-from services.account_service import AccountService, RegisterService
+from services.account_service import AccountService, RegisterService, TenantService
 
 from .. import api
 
@@ -75,6 +76,8 @@ class OAuthCallback(Resource):
             account.initialized_at = datetime.utcnow()
             db.session.commit()
 
+        TenantService.create_owner_tenant_if_not_exist(account)
+
         AccountService.update_last_login(account, request)
 
         token = AccountService.get_account_jwt_token(account)

api/controllers/console/billing/billing.py

@@ -1,8 +1,9 @@
+from flask_login import current_user
+from flask_restful import Resource, reqparse
+
 from controllers.console import api
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required, only_edition_cloud
-from flask_login import current_user
-from flask_restful import Resource, reqparse
 from libs.login import login_required
 from services.billing_service import BillingService
 
@@ -20,7 +21,7 @@ class Subscription(Resource):
         parser.add_argument('interval', type=str, required=True, location='args', choices=['month', 'year'])
         args = parser.parse_args()
 
-        BillingService.is_tenant_owner(current_user)
+        BillingService.is_tenant_owner_or_admin(current_user)
 
         return BillingService.get_subscription(args['plan'],
                                                args['interval'],
@@ -35,8 +36,8 @@ class Invoices(Resource):
     @account_initialization_required
     @only_edition_cloud
     def get(self):
-        BillingService.is_tenant_owner(current_user)
-        return BillingService.get_invoices(current_user.email)
+        BillingService.is_tenant_owner_or_admin(current_user)
+        return BillingService.get_invoices(current_user.email, current_user.current_tenant_id)
 
 
 api.add_resource(Subscription, '/billing/subscription')

api/controllers/console/datasets/data_source.py

@@ -1,22 +1,24 @@
 import datetime
 import json
 
+from flask import request
+from flask_login import current_user
+from flask_restful import Resource, marshal_with, reqparse
+from werkzeug.exceptions import NotFound
+
 from controllers.console import api
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
-from core.data_loader.loader.notion import NotionLoader
 from core.indexing_runner import IndexingRunner
+from core.rag.extractor.entity.extract_setting import ExtractSetting
+from core.rag.extractor.notion_extractor import NotionExtractor
 from extensions.ext_database import db
 from fields.data_source_fields import integrate_list_fields, integrate_notion_info_list_fields
-from flask import request
-from flask_login import current_user
-from flask_restful import Resource, marshal_with, reqparse
 from libs.login import login_required
 from models.dataset import Document
 from models.source import DataSourceBinding
 from services.dataset_service import DatasetService, DocumentService
 from tasks.document_indexing_sync_task import document_indexing_sync_task
-from werkzeug.exceptions import NotFound
 
 
 class DataSourceApi(Resource):
@@ -172,14 +174,15 @@ class DataSourceNotionApi(Resource):
         if not data_source_binding:
             raise NotFound('Data source binding not found.')
 
-        loader = NotionLoader(
-            notion_access_token=data_source_binding.access_token,
+        extractor = NotionExtractor(
             notion_workspace_id=workspace_id,
             notion_obj_id=page_id,
-            notion_page_type=page_type
+            notion_page_type=page_type,
+            notion_access_token=data_source_binding.access_token,
+            tenant_id=current_user.current_tenant_id
         )
 
-        text_docs = loader.load()
+        text_docs = extractor.extract()
         return {
             'content': "\n".join([doc.page_content for doc in text_docs])
         }, 200
@@ -191,11 +194,31 @@ class DataSourceNotionApi(Resource):
         parser = reqparse.RequestParser()
         parser.add_argument('notion_info_list', type=list, required=True, nullable=True, location='json')
         parser.add_argument('process_rule', type=dict, required=True, nullable=True, location='json')
+        parser.add_argument('doc_form', type=str, default='text_model', required=False, nullable=False, location='json')
+        parser.add_argument('doc_language', type=str, default='English', required=False, nullable=False, location='json')
         args = parser.parse_args()
         # validate args
         DocumentService.estimate_args_validate(args)
+        notion_info_list = args['notion_info_list']
+        extract_settings = []
+        for notion_info in notion_info_list:
+            workspace_id = notion_info['workspace_id']
+            for page in notion_info['pages']:
+                extract_setting = ExtractSetting(
+                    datasource_type="notion_import",
+                    notion_info={
+                        "notion_workspace_id": workspace_id,
+                        "notion_obj_id": page['page_id'],
+                        "notion_page_type": page['type'],
+                        "tenant_id": current_user.current_tenant_id
+                    },
+                    document_model=args['doc_form']
+                )
+                extract_settings.append(extract_setting)
         indexing_runner = IndexingRunner()
-        response = indexing_runner.notion_indexing_estimate(current_user.current_tenant_id, args['notion_info_list'], args['process_rule'])
+        response = indexing_runner.indexing_estimate(current_user.current_tenant_id, extract_settings,
+                                                     args['process_rule'], args['doc_form'],
+                                                     args['doc_language'])
         return response, 200
 
 

api/controllers/console/datasets/datasets.py

@@ -1,5 +1,9 @@
-# -*- coding:utf-8 -*-
 import flask_restful
+from flask import current_app, request
+from flask_login import current_user
+from flask_restful import Resource, marshal, marshal_with, reqparse
+from werkzeug.exceptions import Forbidden, NotFound
+
 import services
 from controllers.console import api
 from controllers.console.apikey import api_key_fields, api_key_list
@@ -11,18 +15,15 @@ from core.errors.error import LLMBadRequestError, ProviderTokenNotInitError
 from core.indexing_runner import IndexingRunner
 from core.model_runtime.entities.model_entities import ModelType
 from core.provider_manager import ProviderManager
+from core.rag.extractor.entity.extract_setting import ExtractSetting
 from extensions.ext_database import db
 from fields.app_fields import related_app_list
 from fields.dataset_fields import dataset_detail_fields, dataset_query_detail_fields
 from fields.document_fields import document_status_fields
-from flask import current_app, request
-from flask_login import current_user
-from flask_restful import Resource, marshal, marshal_with, reqparse
 from libs.login import login_required
 from models.dataset import Dataset, Document, DocumentSegment
 from models.model import ApiToken, UploadFile
 from services.dataset_service import DatasetService, DocumentService
-from werkzeug.exceptions import Forbidden, NotFound
 
 
 def _validate_name(name):
@@ -103,7 +104,7 @@ class DatasetListApi(Resource):
         args = parser.parse_args()
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         try:
@@ -178,16 +179,16 @@ class DatasetApi(Resource):
                             location='json', store_missing=False,
                             type=_validate_description_length)
         parser.add_argument('indexing_technique', type=str, location='json',
-                    choices=Dataset.INDEXING_TECHNIQUE_LIST,
-                    nullable=True,
-                    help='Invalid indexing technique.')
+                            choices=Dataset.INDEXING_TECHNIQUE_LIST,
+                            nullable=True,
+                            help='Invalid indexing technique.')
         parser.add_argument('permission', type=str, location='json', choices=(
             'only_me', 'all_team_members'), help='Invalid permission.')
         parser.add_argument('retrieval_model', type=dict, location='json', help='Invalid retrieval model.')
         args = parser.parse_args()
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         dataset = DatasetService.update_dataset(
@@ -205,7 +206,7 @@ class DatasetApi(Resource):
         dataset_id_str = str(dataset_id)
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         if DatasetService.delete_dataset(dataset_id_str, current_user):
@@ -258,7 +259,7 @@ class DatasetIndexingEstimateApi(Resource):
         parser = reqparse.RequestParser()
         parser.add_argument('info_list', type=dict, required=True, nullable=True, location='json')
         parser.add_argument('process_rule', type=dict, required=True, nullable=True, location='json')
-        parser.add_argument('indexing_technique', type=str, required=True, 
+        parser.add_argument('indexing_technique', type=str, required=True,
                             choices=Dataset.INDEXING_TECHNIQUE_LIST,
                             nullable=True, location='json')
         parser.add_argument('doc_form', type=str, default='text_model', required=False, nullable=False, location='json')
@@ -268,6 +269,7 @@ class DatasetIndexingEstimateApi(Resource):
         args = parser.parse_args()
         # validate args
         DocumentService.estimate_args_validate(args)
+        extract_settings = []
         if args['info_list']['data_source_type'] == 'upload_file':
             file_ids = args['info_list']['file_info_list']['file_ids']
             file_details = db.session.query(UploadFile).filter(
@@ -278,37 +280,45 @@ class DatasetIndexingEstimateApi(Resource):
             if file_details is None:
                 raise NotFound("File not found.")
 
-            indexing_runner = IndexingRunner()
-
-            try:
-                response = indexing_runner.file_indexing_estimate(current_user.current_tenant_id, file_details,
-                                                                  args['process_rule'], args['doc_form'],
-                                                                  args['doc_language'], args['dataset_id'],
-                                                                  args['indexing_technique'])
-            except LLMBadRequestError:
-                raise ProviderNotInitializeError(
-                    f"No Embedding Model available. Please configure a valid provider "
-                    f"in the Settings -> Model Provider.")
-            except ProviderTokenNotInitError as ex:
-                raise ProviderNotInitializeError(ex.description)
+            if file_details:
+                for file_detail in file_details:
+                    extract_setting = ExtractSetting(
+                        datasource_type="upload_file",
+                        upload_file=file_detail,
+                        document_model=args['doc_form']
+                    )
+                    extract_settings.append(extract_setting)
         elif args['info_list']['data_source_type'] == 'notion_import':
-
-            indexing_runner = IndexingRunner()
-
-            try:
-                response = indexing_runner.notion_indexing_estimate(current_user.current_tenant_id,
-                                                                    args['info_list']['notion_info_list'],
-                                                                    args['process_rule'], args['doc_form'],
-                                                                    args['doc_language'], args['dataset_id'],
-                                                                    args['indexing_technique'])
-            except LLMBadRequestError:
-                raise ProviderNotInitializeError(
-                    f"No Embedding Model available. Please configure a valid provider "
-                    f"in the Settings -> Model Provider.")
-            except ProviderTokenNotInitError as ex:
-                raise ProviderNotInitializeError(ex.description)
+            notion_info_list = args['info_list']['notion_info_list']
+            for notion_info in notion_info_list:
+                workspace_id = notion_info['workspace_id']
+                for page in notion_info['pages']:
+                    extract_setting = ExtractSetting(
+                        datasource_type="notion_import",
+                        notion_info={
+                            "notion_workspace_id": workspace_id,
+                            "notion_obj_id": page['page_id'],
+                            "notion_page_type": page['type'],
+                            "tenant_id": current_user.current_tenant_id
+                        },
+                        document_model=args['doc_form']
+                    )
+                    extract_settings.append(extract_setting)
         else:
             raise ValueError('Data source type not support')
+        indexing_runner = IndexingRunner()
+        try:
+            response = indexing_runner.indexing_estimate(current_user.current_tenant_id, extract_settings,
+                                                         args['process_rule'], args['doc_form'],
+                                                         args['doc_language'], args['dataset_id'],
+                                                         args['indexing_technique'])
+        except LLMBadRequestError:
+            raise ProviderNotInitializeError(
+                "No Embedding Model available. Please configure a valid provider "
+                "in the Settings -> Model Provider.")
+        except ProviderTokenNotInitError as ex:
+            raise ProviderNotInitializeError(ex.description)
+
         return response, 200
 
 
@@ -391,7 +401,7 @@ class DatasetApiKeyApi(Resource):
     @marshal_with(api_key_fields)
     def post(self):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         current_key_count = db.session.query(ApiToken). \
@@ -425,7 +435,7 @@ class DatasetApiDeleteApi(Resource):
         api_key_id = str(api_key_id)
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         key = db.session.query(ApiToken). \
@@ -508,4 +518,3 @@ api.add_resource(DatasetApiDeleteApi, '/datasets/api-keys/<uuid:api_key_id>')
 api.add_resource(DatasetApiBaseUrlApi, '/datasets/api-base-info')
 api.add_resource(DatasetRetrievalSettingApi, '/datasets/retrieval-setting')
 api.add_resource(DatasetRetrievalSettingMockApi, '/datasets/retrieval-setting/<string:vector_type>')
-

api/controllers/console/datasets/datasets_document.py

@@ -1,36 +1,52 @@
-# -*- coding:utf-8 -*-
 from datetime import datetime
-from typing import List
+
+from flask import request
+from flask_login import current_user
+from flask_restful import Resource, fields, marshal, marshal_with, reqparse
+from sqlalchemy import asc, desc
+from werkzeug.exceptions import Forbidden, NotFound
 
 import services
 from controllers.console import api
-from controllers.console.app.error import (ProviderModelCurrentlyNotSupportError, ProviderNotInitializeError,
-                                           ProviderQuotaExceededError)
-from controllers.console.datasets.error import (ArchivedDocumentImmutableError, DocumentAlreadyFinishedError,
-                                                DocumentIndexingError, InvalidActionError, InvalidMetadataError)
+from controllers.console.app.error import (
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderQuotaExceededError,
+)
+from controllers.console.datasets.error import (
+    ArchivedDocumentImmutableError,
+    DocumentAlreadyFinishedError,
+    DocumentIndexingError,
+    InvalidActionError,
+    InvalidMetadataError,
+)
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required, cloud_edition_billing_resource_check
-from core.errors.error import (LLMBadRequestError, ModelCurrentlyNotSupportError, ProviderTokenNotInitError,
-                               QuotaExceededError)
+from core.errors.error import (
+    LLMBadRequestError,
+    ModelCurrentlyNotSupportError,
+    ProviderTokenNotInitError,
+    QuotaExceededError,
+)
 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.rag.extractor.entity.extract_setting import ExtractSetting
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
-from fields.document_fields import (dataset_and_document_fields, document_fields, document_status_fields,
-                                    document_with_segments_fields)
-from flask import request
-from flask_login import current_user
-from flask_restful import Resource, fields, marshal, marshal_with, reqparse
+from fields.document_fields import (
+    dataset_and_document_fields,
+    document_fields,
+    document_status_fields,
+    document_with_segments_fields,
+)
 from libs.login import login_required
 from models.dataset import Dataset, DatasetProcessRule, Document, DocumentSegment
 from models.model import UploadFile
 from services.dataset_service import DatasetService, DocumentService
-from sqlalchemy import asc, desc
 from tasks.add_document_to_index_task import add_document_to_index_task
 from tasks.remove_document_from_index_task import remove_document_from_index_task
-from werkzeug.exceptions import Forbidden, NotFound
 
 
 class DocumentResource(Resource):
@@ -54,7 +70,7 @@ class DocumentResource(Resource):
 
         return document
 
-    def get_batch_documents(self, dataset_id: str, batch: str) -> List[Document]:
+    def get_batch_documents(self, dataset_id: str, batch: str) -> list[Document]:
         dataset = DatasetService.get_dataset(dataset_id)
         if not dataset:
             raise NotFound('Dataset not found.')
@@ -80,7 +96,7 @@ class GetProcessRuleApi(Resource):
         req_data = request.args
 
         document_id = req_data.get('document_id')
-        
+
         # get default rules
         mode = DocumentService.DEFAULT_RULES['mode']
         rules = DocumentService.DEFAULT_RULES['rules']
@@ -204,7 +220,7 @@ class DatasetDocumentListApi(Resource):
             raise NotFound('Dataset not found.')
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         try:
@@ -256,7 +272,7 @@ class DatasetInitApi(Resource):
     @cloud_edition_billing_resource_check('vector_space')
     def post(self):
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         parser = reqparse.RequestParser()
@@ -279,8 +295,8 @@ class DatasetInitApi(Resource):
                 )
             except InvokeAuthorizationError:
                 raise ProviderNotInitializeError(
-                    f"No Embedding Model available. Please configure a valid provider "
-                    f"in the Settings -> Model Provider.")
+                    "No Embedding Model available. Please configure a valid provider "
+                    "in the Settings -> Model Provider.")
             except ProviderTokenNotInitError as ex:
                 raise ProviderNotInitializeError(ex.description)
 
@@ -347,16 +363,22 @@ class DocumentIndexingEstimateApi(DocumentResource):
                 if not file:
                     raise NotFound('File not found.')
 
+                extract_setting = ExtractSetting(
+                    datasource_type="upload_file",
+                    upload_file=file,
+                    document_model=document.doc_form
+                )
+
                 indexing_runner = IndexingRunner()
 
                 try:
-                    response = indexing_runner.file_indexing_estimate(current_user.current_tenant_id, [file],
-                                                                      data_process_rule_dict, None,
-                                                                      'English', dataset_id)
+                    response = indexing_runner.indexing_estimate(current_user.current_tenant_id, [extract_setting],
+                                                                 data_process_rule_dict, document.doc_form,
+                                                                 'English', dataset_id)
                 except LLMBadRequestError:
                     raise ProviderNotInitializeError(
-                        f"No Embedding Model available. Please configure a valid provider "
-                        f"in the Settings -> Model Provider.")
+                        "No Embedding Model available. Please configure a valid provider "
+                        "in the Settings -> Model Provider.")
                 except ProviderTokenNotInitError as ex:
                     raise ProviderNotInitializeError(ex.description)
 
@@ -387,6 +409,7 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
         data_process_rule = documents[0].dataset_process_rule
         data_process_rule_dict = data_process_rule.to_dict()
         info_list = []
+        extract_settings = []
         for document in documents:
             if document.indexing_status in ['completed', 'error']:
                 raise DocumentAlreadyFinishedError()
@@ -409,42 +432,49 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
                 }
                 info_list.append(notion_info)
 
-        if dataset.data_source_type == 'upload_file':
-            file_details = db.session.query(UploadFile).filter(
-                UploadFile.tenant_id == current_user.current_tenant_id,
-                UploadFile.id.in_(info_list)
-            ).all()
+            if document.data_source_type == 'upload_file':
+                file_id = data_source_info['upload_file_id']
+                file_detail = db.session.query(UploadFile).filter(
+                    UploadFile.tenant_id == current_user.current_tenant_id,
+                    UploadFile.id == file_id
+                ).first()
 
-            if file_details is None:
-                raise NotFound("File not found.")
+                if file_detail is None:
+                    raise NotFound("File not found.")
 
+                extract_setting = ExtractSetting(
+                    datasource_type="upload_file",
+                    upload_file=file_detail,
+                    document_model=document.doc_form
+                )
+                extract_settings.append(extract_setting)
+
+            elif document.data_source_type == 'notion_import':
+                extract_setting = ExtractSetting(
+                    datasource_type="notion_import",
+                    notion_info={
+                        "notion_workspace_id": data_source_info['notion_workspace_id'],
+                        "notion_obj_id": data_source_info['notion_page_id'],
+                        "notion_page_type": data_source_info['type'],
+                        "tenant_id": current_user.current_tenant_id
+                    },
+                    document_model=document.doc_form
+                )
+                extract_settings.append(extract_setting)
+
+            else:
+                raise ValueError('Data source type not support')
             indexing_runner = IndexingRunner()
             try:
-                response = indexing_runner.file_indexing_estimate(current_user.current_tenant_id, file_details,
-                                                                  data_process_rule_dict, None,
-                                                                  'English', dataset_id)
+                response = indexing_runner.indexing_estimate(current_user.current_tenant_id, extract_settings,
+                                                             data_process_rule_dict, document.doc_form,
+                                                             'English', dataset_id)
             except LLMBadRequestError:
                 raise ProviderNotInitializeError(
-                    f"No Embedding Model available. Please configure a valid provider "
-                    f"in the Settings -> Model Provider.")
+                    "No Embedding Model available. Please configure a valid provider "
+                    "in the Settings -> Model Provider.")
             except ProviderTokenNotInitError as ex:
                 raise ProviderNotInitializeError(ex.description)
-        elif dataset.data_source_type == 'notion_import':
-
-            indexing_runner = IndexingRunner()
-            try:
-                response = indexing_runner.notion_indexing_estimate(current_user.current_tenant_id,
-                                                                    info_list,
-                                                                    data_process_rule_dict,
-                                                                    None, 'English', dataset_id)
-            except LLMBadRequestError:
-                raise ProviderNotInitializeError(
-                    f"No Embedding Model available. Please configure a valid provider "
-                    f"in the Settings -> Model Provider.")
-            except ProviderTokenNotInitError as ex:
-                raise ProviderNotInitializeError(ex.description)
-        else:
-            raise ValueError('Data source type not support')
         return response
 
 
@@ -599,7 +629,7 @@ class DocumentProcessingApi(DocumentResource):
         document = self.get_document(dataset_id, document_id)
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         if action == "pause":
@@ -663,7 +693,7 @@ class DocumentMetadataApi(DocumentResource):
         doc_metadata = req_data.get('doc_metadata')
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         if doc_type is None or doc_metadata is None:
@@ -710,7 +740,7 @@ class DocumentStatusApi(DocumentResource):
         document = self.get_document(dataset_id, document_id)
 
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         indexing_cache_key = 'document_{}_indexing'.format(document.id)

api/controllers/console/datasets/datasets_segments.py

@@ -1,8 +1,12 @@
-# -*- coding:utf-8 -*-
 import uuid
 from datetime import datetime
 
 import pandas as pd
+from flask import request
+from flask_login import current_user
+from flask_restful import Resource, marshal, reqparse
+from werkzeug.exceptions import Forbidden, NotFound
+
 import services
 from controllers.console import api
 from controllers.console.app.error import ProviderNotInitializeError
@@ -15,16 +19,12 @@ 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 segment_fields
-from flask import request
-from flask_login import current_user
-from flask_restful import Resource, marshal, reqparse
 from libs.login import login_required
 from models.dataset import DocumentSegment
 from services.dataset_service import DatasetService, DocumentService, SegmentService
 from tasks.batch_create_segment_to_index_task import batch_create_segment_to_index_task
 from tasks.disable_segment_from_index_task import disable_segment_from_index_task
 from tasks.enable_segment_to_index_task import enable_segment_to_index_task
-from werkzeug.exceptions import Forbidden, NotFound
 
 
 class DatasetDocumentSegmentListApi(Resource):
@@ -123,7 +123,7 @@ class DatasetDocumentSegmentApi(Resource):
         # check user's model setting
         DatasetService.check_dataset_model_setting(dataset)
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         try:
@@ -142,8 +142,8 @@ class DatasetDocumentSegmentApi(Resource):
                 )
             except LLMBadRequestError:
                 raise ProviderNotInitializeError(
-                    f"No Embedding Model available. Please configure a valid provider "
-                    f"in the Settings -> Model Provider.")
+                    "No Embedding Model available. Please configure a valid provider "
+                    "in the Settings -> Model Provider.")
             except ProviderTokenNotInitError as ex:
                 raise ProviderNotInitializeError(ex.description)
 
@@ -219,7 +219,7 @@ class DatasetDocumentSegmentAddApi(Resource):
         if not document:
             raise NotFound('Document not found.')
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         # check embedding model setting
         if dataset.indexing_technique == 'high_quality':
@@ -233,8 +233,8 @@ class DatasetDocumentSegmentAddApi(Resource):
                 )
             except LLMBadRequestError:
                 raise ProviderNotInitializeError(
-                    f"No Embedding Model available. Please configure a valid provider "
-                    f"in the Settings -> Model Provider.")
+                    "No Embedding Model available. Please configure a valid provider "
+                    "in the Settings -> Model Provider.")
             except ProviderTokenNotInitError as ex:
                 raise ProviderNotInitializeError(ex.description)
         try:
@@ -285,8 +285,8 @@ class DatasetDocumentSegmentUpdateApi(Resource):
                 )
             except LLMBadRequestError:
                 raise ProviderNotInitializeError(
-                    f"No Embedding Model available. Please configure a valid provider "
-                    f"in the Settings -> Model Provider.")
+                    "No Embedding Model available. Please configure a valid provider "
+                    "in the Settings -> Model Provider.")
             except ProviderTokenNotInitError as ex:
                 raise ProviderNotInitializeError(ex.description)
             # check segment
@@ -298,7 +298,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
         if not segment:
             raise NotFound('Segment not found.')
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         try:
             DatasetService.check_dataset_permission(dataset, current_user)
@@ -342,7 +342,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
         if not segment:
             raise NotFound('Segment not found.')
         # The role of the current user in the ta table must be admin or owner
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         try:
             DatasetService.check_dataset_permission(dataset, current_user)

api/controllers/console/datasets/file.py

@@ -1,15 +1,20 @@
-import services
-from controllers.console import api
-from controllers.console.datasets.error import (FileTooLargeError, NoFileUploadedError, TooManyFilesError,
-                                                UnsupportedFileTypeError)
-from controllers.console.setup import setup_required
-from controllers.console.wraps import account_initialization_required
-from fields.file_fields import file_fields, upload_config_fields
 from flask import current_app, request
 from flask_login import current_user
 from flask_restful import Resource, marshal_with
+
+import services
+from controllers.console import api
+from controllers.console.datasets.error import (
+    FileTooLargeError,
+    NoFileUploadedError,
+    TooManyFilesError,
+    UnsupportedFileTypeError,
+)
+from controllers.console.setup import setup_required
+from controllers.console.wraps import account_initialization_required, cloud_edition_billing_resource_check
+from fields.file_fields import file_fields, upload_config_fields
 from libs.login import login_required
-from services.file_service import FileService, ALLOWED_EXTENSIONS, UNSTRUSTURED_ALLOWED_EXTENSIONS
+from services.file_service import ALLOWED_EXTENSIONS, UNSTRUSTURED_ALLOWED_EXTENSIONS, FileService
 
 PREVIEW_WORDS_LIMIT = 3000
 
@@ -34,6 +39,7 @@ class FileApi(Resource):
     @login_required
     @account_initialization_required
     @marshal_with(file_fields)
+    @cloud_edition_billing_resource_check(resource='documents')
     def post(self):
 
         # get file from request

api/controllers/console/datasets/hit_testing.py

@@ -1,22 +1,31 @@
 import logging
 
+from flask_login import current_user
+from flask_restful import Resource, marshal, reqparse
+from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
+
 import services
 from controllers.console import api
-from controllers.console.app.error import (CompletionRequestError, ProviderModelCurrentlyNotSupportError,
-                                           ProviderNotInitializeError, ProviderQuotaExceededError)
+from controllers.console.app.error import (
+    CompletionRequestError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderQuotaExceededError,
+)
 from controllers.console.datasets.error import DatasetNotInitializedError, HighQualityDatasetOnlyError
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
-from core.errors.error import (LLMBadRequestError, ModelCurrentlyNotSupportError, ProviderTokenNotInitError,
-                               QuotaExceededError)
+from core.errors.error import (
+    LLMBadRequestError,
+    ModelCurrentlyNotSupportError,
+    ProviderTokenNotInitError,
+    QuotaExceededError,
+)
 from core.model_runtime.errors.invoke import InvokeError
 from fields.hit_testing_fields import hit_testing_record_fields
-from flask_login import current_user
-from flask_restful import Resource, marshal, reqparse
 from libs.login import login_required
 from services.dataset_service import DatasetService
 from services.hit_testing_service import HitTestingService
-from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 
 class HitTestingApi(Resource):
@@ -67,8 +76,8 @@ class HitTestingApi(Resource):
             raise ProviderModelCurrentlyNotSupportError()
         except LLMBadRequestError:
             raise ProviderNotInitializeError(
-                f"No Embedding Model or Reranking Model available. Please configure a valid provider "
-                f"in the Settings -> Model Provider.")
+                "No Embedding Model or Reranking Model available. Please configure a valid provider "
+                "in the Settings -> Model Provider.")
         except InvokeError as e:
             raise CompletionRequestError(e.description)
         except ValueError as e:

api/controllers/console/error.py

@@ -13,6 +13,16 @@ class NotSetupError(BaseHTTPException):
                   "Please proceed with the initialization and installation process first."
     code = 401
 
+class NotInitValidateError(BaseHTTPException):
+    error_code = 'not_init_validated'
+    description = "Init validation has not been completed yet. " \
+                  "Please proceed with the init validation process first."
+    code = 401
+
+class InitValidateFailedError(BaseHTTPException):
+    error_code = 'init_validate_failed'
+    description = "Init validation failed. Please check the password and try again."
+    code = 401
 
 class AccountNotLinkTenantError(BaseHTTPException):
     error_code = 'account_not_link_tenant'

api/controllers/console/explore/audio.py

@@ -1,21 +1,32 @@
-# -*- coding:utf-8 -*-
 import logging
 
+from flask import request
+from werkzeug.exceptions import InternalServerError
+
 import services
 from controllers.console import api
-from controllers.console.app.error import (AppUnavailableError, AudioTooLargeError, CompletionRequestError,
-                                           NoAudioUploadedError, ProviderModelCurrentlyNotSupportError,
-                                           ProviderNotInitializeError, ProviderNotSupportSpeechToTextError,
-                                           ProviderQuotaExceededError, UnsupportedAudioTypeError)
+from controllers.console.app.error import (
+    AppUnavailableError,
+    AudioTooLargeError,
+    CompletionRequestError,
+    NoAudioUploadedError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderNotSupportSpeechToTextError,
+    ProviderQuotaExceededError,
+    UnsupportedAudioTypeError,
+)
 from controllers.console.explore.wraps import InstalledAppResource
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
-from flask import request
 from models.model import AppModelConfig
 from services.audio_service import AudioService
-from services.errors.audio import (AudioTooLargeServiceError, NoAudioUploadedServiceError,
-                                   ProviderNotSupportSpeechToTextServiceError, UnsupportedAudioTypeServiceError)
-from werkzeug.exceptions import InternalServerError
+from services.errors.audio import (
+    AudioTooLargeServiceError,
+    NoAudioUploadedServiceError,
+    ProviderNotSupportSpeechToTextServiceError,
+    UnsupportedAudioTypeServiceError,
+)
 
 
 class ChatAudioApi(InstalledAppResource):
@@ -32,6 +43,7 @@ class ChatAudioApi(InstalledAppResource):
             response = AudioService.transcript_asr(
                 tenant_id=app_model.tenant_id,
                 file=file,
+                end_user=None
             )
 
             return response
@@ -73,6 +85,7 @@ class ChatTextApi(InstalledAppResource):
             response = AudioService.transcript_tts(
                 tenant_id=app_model.tenant_id,
                 text=request.form['text'],
+                voice=request.form['voice'] if request.form['voice'] else app_model.app_model_config.text_to_speech_dict.get('voice'),
                 streaming=False
             )
             return {'data': response.data.decode('latin1')}

api/controllers/console/explore/completion.py

@@ -1,14 +1,24 @@
-# -*- coding:utf-8 -*-
 import json
 import logging
+from collections.abc import Generator
 from datetime import datetime
-from typing import Generator, Union
+from typing import Union
+
+from flask import Response, stream_with_context
+from flask_login import current_user
+from flask_restful import reqparse
+from werkzeug.exceptions import InternalServerError, NotFound
 
 import services
 from controllers.console import api
-from controllers.console.app.error import (AppUnavailableError, CompletionRequestError, ConversationCompletedError,
-                                           ProviderModelCurrentlyNotSupportError, ProviderNotInitializeError,
-                                           ProviderQuotaExceededError)
+from controllers.console.app.error import (
+    AppUnavailableError,
+    CompletionRequestError,
+    ConversationCompletedError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderQuotaExceededError,
+)
 from controllers.console.explore.error import NotChatAppError, NotCompletionAppError
 from controllers.console.explore.wraps import InstalledAppResource
 from core.application_queue_manager import ApplicationQueueManager
@@ -16,12 +26,8 @@ from core.entities.application_entities import InvokeFrom
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
 from extensions.ext_database import db
-from flask import Response, stream_with_context
-from flask_login import current_user
-from flask_restful import reqparse
 from libs.helper import uuid_value
 from services.completion_service import CompletionService
-from werkzeug.exceptions import InternalServerError, NotFound
 
 
 # define completion api for user
@@ -158,8 +164,7 @@ def compact_response(response: Union[dict, Generator]) -> Response:
         return Response(response=json.dumps(response), status=200, mimetype='application/json')
     else:
         def generate() -> Generator:
-            for chunk in response:
-                yield chunk
+            yield from response
 
         return Response(stream_with_context(generate()), status=200,
                         mimetype='text/event-stream')

api/controllers/console/explore/conversation.py

@@ -1,16 +1,16 @@
-# -*- coding:utf-8 -*-
+from flask_login import current_user
+from flask_restful import marshal_with, reqparse
+from flask_restful.inputs import int_range
+from werkzeug.exceptions import NotFound
+
 from controllers.console import api
 from controllers.console.explore.error import NotChatAppError
 from controllers.console.explore.wraps import InstalledAppResource
 from fields.conversation_fields import conversation_infinite_scroll_pagination_fields, simple_conversation_fields
-from flask_login import current_user
-from flask_restful import fields, marshal_with, reqparse
-from flask_restful.inputs import int_range
-from libs.helper import TimestampField, uuid_value
+from libs.helper import uuid_value
 from services.conversation_service import ConversationService
 from services.errors.conversation import ConversationNotExistsError, LastConversationNotExistsError
 from services.web_conversation_service import WebConversationService
-from werkzeug.exceptions import NotFound
 
 
 class ConversationListApi(InstalledAppResource):

api/controllers/console/explore/error.py

@@ -1,4 +1,3 @@
-# -*- coding:utf-8 -*-
 from libs.exception import BaseHTTPException
 
 

api/controllers/console/explore/installed_app.py

@@ -1,18 +1,18 @@
-# -*- coding:utf-8 -*-
 from datetime import datetime
 
+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
+
 from controllers.console import api
 from controllers.console.explore.wraps import InstalledAppResource
 from controllers.console.wraps import account_initialization_required, cloud_edition_billing_resource_check
 from extensions.ext_database import db
 from fields.installed_app_fields import installed_app_list_fields
-from flask_login import current_user
-from flask_restful import Resource, inputs, marshal_with, reqparse
 from libs.login import login_required
 from models.model import App, InstalledApp, RecommendedApp
 from services.account_service import TenantService
-from sqlalchemy import and_
-from werkzeug.exceptions import BadRequest, Forbidden, NotFound
 
 
 class InstalledAppsListApi(Resource):

api/controllers/console/explore/message.py

@@ -1,31 +1,39 @@
-# -*- coding:utf-8 -*-
 import json
 import logging
-from typing import Generator, Union
+from collections.abc import Generator
+from typing import Union
+
+from flask import Response, stream_with_context
+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
 from controllers.console import api
-from controllers.console.app.error import (AppMoreLikeThisDisabledError, CompletionRequestError,
-                                           ProviderModelCurrentlyNotSupportError, ProviderNotInitializeError,
-                                           ProviderQuotaExceededError)
-from controllers.console.explore.error import (AppSuggestedQuestionsAfterAnswerDisabledError, NotChatAppError,
-                                               NotCompletionAppError)
+from controllers.console.app.error import (
+    AppMoreLikeThisDisabledError,
+    CompletionRequestError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderQuotaExceededError,
+)
+from controllers.console.explore.error import (
+    AppSuggestedQuestionsAfterAnswerDisabledError,
+    NotChatAppError,
+    NotCompletionAppError,
+)
 from controllers.console.explore.wraps import InstalledAppResource
 from core.entities.application_entities import InvokeFrom
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
 from fields.message_fields import message_infinite_scroll_pagination_fields
-from flask import Response, stream_with_context
-from flask_login import current_user
-from flask_restful import marshal_with, reqparse, fields
-from flask_restful.inputs import int_range
-from libs.helper import uuid_value, TimestampField
+from libs.helper import uuid_value
 from services.completion_service import CompletionService
 from services.errors.app import MoreLikeThisDisabledError
 from services.errors.conversation import ConversationNotExistsError
 from services.errors.message import MessageNotExistsError, SuggestedQuestionsAfterAnswerDisabledError
 from services.message_service import MessageService
-from werkzeug.exceptions import InternalServerError, NotFound
 
 
 class MessageListApi(InstalledAppResource):
@@ -115,8 +123,7 @@ def compact_response(response: Union[dict, Generator]) -> Response:
         return Response(response=json.dumps(response), status=200, mimetype='application/json')
     else:
         def generate() -> Generator:
-            for chunk in response:
-                yield chunk
+            yield from response
 
         return Response(stream_with_context(generate()), status=200,
                         mimetype='text/event-stream')

api/controllers/console/explore/parameter.py

@@ -1,14 +1,14 @@
-# -*- coding:utf-8 -*-
 import json
 
+from flask import current_app
+from flask_restful import fields, marshal_with
+
 from controllers.console import api
 from controllers.console.explore.wraps import InstalledAppResource
-from flask import current_app
-from flask_restful import fields, marshal_with
-from models.model import InstalledApp, AppModelConfig
+from extensions.ext_database import db
+from models.model import AppModelConfig, InstalledApp
 from models.tools import ApiToolProvider
 
-from extensions.ext_database import db
 
 class AppParameterApi(InstalledAppResource):
     """Resource for app variables."""
@@ -77,7 +77,7 @@ class ExploreAppMetaApi(InstalledAppResource):
         # get all tools
         tools = agent_config.get('tools', [])
         url_prefix = (current_app.config.get("CONSOLE_API_URL")
-                  + f"/console/api/workspaces/current/tool-provider/builtin/")
+                  + "/console/api/workspaces/current/tool-provider/builtin/")
         for tool in tools:
             keys = list(tool.keys())
             if len(keys) >= 4:

api/controllers/console/explore/recommended_app.py

@@ -1,15 +1,15 @@
-# -*- coding:utf-8 -*-
+from flask_login import current_user
+from flask_restful import Resource, fields, marshal_with
+from sqlalchemy import and_
+
+from constants.languages import languages
 from controllers.console import api
 from controllers.console.app.error import AppNotFoundError
 from controllers.console.wraps import account_initialization_required
 from extensions.ext_database import db
-from flask_login import current_user
-from flask_restful import Resource, fields, marshal_with
 from libs.login import login_required
 from models.model import App, InstalledApp, RecommendedApp
 from services.account_service import TenantService
-from sqlalchemy import and_
-from constants.languages import languages
 
 app_fields = {
     'id': fields.String,

api/controllers/console/explore/saved_message.py

@@ -1,14 +1,15 @@
+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
 from controllers.console.explore.error import NotCompletionAppError
 from controllers.console.explore.wraps import InstalledAppResource
 from fields.conversation_fields import message_file_fields
-from flask_login import current_user
-from flask_restful import fields, marshal_with, reqparse
-from flask_restful.inputs import int_range
 from libs.helper import TimestampField, uuid_value
 from services.errors.message import MessageNotExistsError
 from services.saved_message_service import SavedMessageService
-from werkzeug.exceptions import NotFound
 
 feedback_fields = {
     'rating': fields.String

api/controllers/console/explore/wraps.py

@@ -1,12 +1,13 @@
 from functools import wraps
 
+from flask_login import current_user
+from flask_restful import Resource
+from werkzeug.exceptions import NotFound
+
 from controllers.console.wraps import account_initialization_required
 from extensions.ext_database import db
-from flask_login import current_user
-from flask_restful import Resource
 from libs.login import login_required
 from models.model import InstalledApp
-from werkzeug.exceptions import NotFound
 
 
 def installed_app_required(view=None):

api/controllers/console/extension.py

@@ -1,9 +1,10 @@
+from flask_login import current_user
+from flask_restful import Resource, marshal_with, reqparse
+
 from controllers.console import api
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from fields.api_based_extension_fields import api_based_extension_fields
-from flask_login import current_user
-from flask_restful import Resource, marshal_with, reqparse
 from libs.login import login_required
 from models.api_based_extension import APIBasedExtension
 from services.api_based_extension_service import APIBasedExtensionService

api/controllers/console/feature.py

@@ -1,12 +1,15 @@
 from flask_login import current_user
 from flask_restful import Resource
+
 from services.feature_service import FeatureService
 
 from . import api
+from .wraps import cloud_utm_record
 
 
 class FeatureApi(Resource):
 
+    @cloud_utm_record
     def get(self):
         return FeatureService.get_features(current_user.current_tenant_id).dict()
 

api/controllers/console/init_validate.py

@@ -0,0 +1,49 @@
+import os
+
+from flask import current_app, session
+from flask_restful import Resource, reqparse
+
+from libs.helper import str_len
+from models.model import DifySetup
+from services.account_service import TenantService
+
+from . import api
+from .error import AlreadySetupError, InitValidateFailedError
+from .wraps import only_edition_self_hosted
+
+
+class InitValidateAPI(Resource):
+
+    def get(self):
+        init_status = get_init_validate_status()
+        if init_status:
+            return { 'status': 'finished' }
+        return {'status': 'not_started' }
+
+    @only_edition_self_hosted
+    def post(self):
+        # is tenant created
+        tenant_count = TenantService.get_tenant_count()
+        if tenant_count > 0:
+            raise AlreadySetupError()
+
+        parser = reqparse.RequestParser()
+        parser.add_argument('password', type=str_len(30),
+                            required=True, location='json')
+        input_password = parser.parse_args()['password']
+
+        if input_password != os.environ.get('INIT_PASSWORD'):
+            session['is_init_validated'] = False
+            raise InitValidateFailedError()
+            
+        session['is_init_validated'] = True
+        return {'result': 'success'}, 201
+
+def get_init_validate_status():
+    if current_app.config['EDITION'] == 'SELF_HOSTED':
+        if os.environ.get('INIT_PASSWORD'):
+            return session.get('is_init_validated') or DifySetup.query.first()
+    
+    return True
+
+api.add_resource(InitValidateAPI, '/init')

api/controllers/console/setup.py

@@ -1,16 +1,17 @@
-# -*- coding:utf-8 -*-
 from functools import wraps
 
-from extensions.ext_database import db
 from flask import current_app, request
 from flask_restful import Resource, reqparse
+
+from extensions.ext_database import db
 from libs.helper import email, str_len
 from libs.password import valid_password
 from models.model import DifySetup
 from services.account_service import AccountService, RegisterService, TenantService
 
 from . import api
-from .error import AlreadySetupError, NotSetupError
+from .error import AlreadySetupError, NotInitValidateError, NotSetupError
+from .init_validate import get_init_validate_status
 from .wraps import only_edition_self_hosted
 
 
@@ -24,7 +25,7 @@ class SetupApi(Resource):
                     'step': 'finished',
                     'setup_at': setup_status.setup_at.isoformat()
                 }
-            return {'step': 'not_start'}
+            return {'step': 'not_started'}
         return {'step': 'finished'}
 
     @only_edition_self_hosted
@@ -37,6 +38,9 @@ class SetupApi(Resource):
         tenant_count = TenantService.get_tenant_count()
         if tenant_count > 0:
             raise AlreadySetupError()
+    
+        if not get_init_validate_status():
+            raise NotInitValidateError()
 
         parser = reqparse.RequestParser()
         parser.add_argument('email', type=email,
@@ -71,7 +75,10 @@ def setup_required(view):
     @wraps(view)
     def decorated(*args, **kwargs):
         # check setup
-        if not get_setup_status():
+        if not get_init_validate_status():
+            raise NotInitValidateError()
+        
+        elif not get_setup_status():
             raise NotSetupError()
 
         return view(*args, **kwargs)

api/controllers/console/version.py

@@ -1,4 +1,3 @@
-# -*- coding:utf-8 -*-
 
 import json
 import logging
@@ -6,7 +5,6 @@ import logging
 import requests
 from flask import current_app
 from flask_restful import Resource, reqparse
-from werkzeug.exceptions import InternalServerError
 
 from . import api
 

api/controllers/console/workspace/account.py

@@ -1,18 +1,22 @@
-# -*- coding:utf-8 -*-
 from datetime import datetime
 
 import pytz
-from controllers.console import api
-from controllers.console.setup import setup_required
-from controllers.console.workspace.error import (AccountAlreadyInitedError, CurrentPasswordIncorrectError,
-                                                 InvalidInvitationCodeError, RepeatPasswordNotMatchError)
-from controllers.console.wraps import account_initialization_required
-from extensions.ext_database import db
 from flask import current_app, request
 from flask_login import current_user
 from flask_restful import Resource, fields, marshal_with, reqparse
-from libs.helper import TimestampField, timezone
+
 from constants.languages import supported_language
+from controllers.console import api
+from controllers.console.setup import setup_required
+from controllers.console.workspace.error import (
+    AccountAlreadyInitedError,
+    CurrentPasswordIncorrectError,
+    InvalidInvitationCodeError,
+    RepeatPasswordNotMatchError,
+)
+from controllers.console.wraps import account_initialization_required
+from extensions.ext_database import db
+from libs.helper import TimestampField, timezone
 from libs.login import login_required
 from models.account import AccountIntegrate, InvitationCode
 from services.account_service import AccountService

api/controllers/console/workspace/members.py

@@ -1,4 +1,3 @@
-# -*- coding:utf-8 -*-
 from flask import current_app
 from flask_login import current_user
 from flask_restful import Resource, abort, fields, marshal_with, reqparse
@@ -12,6 +11,7 @@ from libs.helper import TimestampField
 from libs.login import login_required
 from models.account import Account
 from services.account_service import RegisterService, TenantService
+from services.errors.account import AccountAlreadyInTenantError
 
 account_fields = {
     'id': fields.String,
@@ -52,10 +52,12 @@ class MemberInviteEmailApi(Resource):
         parser = reqparse.RequestParser()
         parser.add_argument('emails', type=str, required=True, location='json', action='append')
         parser.add_argument('role', type=str, required=True, default='admin', location='json')
+        parser.add_argument('language', type=str, required=False, location='json')
         args = parser.parse_args()
 
         invitee_emails = args['emails']
         invitee_role = args['role']
+        interface_language = args['language']
         if invitee_role not in ['admin', 'normal']:
             return {'code': 'invalid-role', 'message': 'Invalid role'}, 400
 
@@ -64,13 +66,19 @@ class MemberInviteEmailApi(Resource):
         console_web_url = current_app.config.get("CONSOLE_WEB_URL")
         for invitee_email in invitee_emails:
             try:
-                token = RegisterService.invite_new_member(inviter.current_tenant, invitee_email, role=invitee_role,
-                                                          inviter=inviter)
+                token = RegisterService.invite_new_member(inviter.current_tenant, invitee_email, interface_language, role=invitee_role, inviter=inviter)
                 invitation_results.append({
                     'status': 'success',
                     'email': invitee_email,
                     'url': f'{console_web_url}/activate?email={invitee_email}&token={token}'
                 })
+            except AccountAlreadyInTenantError:
+                invitation_results.append({
+                    'status': 'success',
+                    'email': invitee_email,
+                    'url': f'{console_web_url}/signin'
+                })
+                break
             except Exception as e:
                 invitation_results.append({
                     'status': 'failed',

api/controllers/console/workspace/model_providers.py

@@ -1,18 +1,19 @@
 import io
 
+from flask import send_file
+from flask_login import current_user
+from flask_restful import Resource, reqparse
+from werkzeug.exceptions import Forbidden
+
 from controllers.console import api
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from core.model_runtime.entities.model_entities import ModelType
 from core.model_runtime.errors.validate import CredentialsValidateFailedError
 from core.model_runtime.utils.encoders import jsonable_encoder
-from flask import send_file
-from flask_login import current_user
-from flask_restful import Resource, reqparse
 from libs.login import login_required
 from services.billing_service import BillingService
 from services.model_provider_service import ModelProviderService
-from werkzeug.exceptions import Forbidden
 
 
 class ModelProviderListApi(Resource):
@@ -98,7 +99,7 @@ class ModelProviderApi(Resource):
     @login_required
     @account_initialization_required
     def post(self, provider: str):
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         parser = reqparse.RequestParser()
@@ -122,7 +123,7 @@ class ModelProviderApi(Resource):
     @login_required
     @account_initialization_required
     def delete(self, provider: str):
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         model_provider_service = ModelProviderService()
@@ -159,7 +160,7 @@ class PreferredProviderTypeUpdateApi(Resource):
     @login_required
     @account_initialization_required
     def post(self, provider: str):
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
 
         tenant_id = current_user.current_tenant_id
@@ -186,10 +187,11 @@ class ModelProviderPaymentCheckoutUrlApi(Resource):
     def get(self, provider: str):
         if provider != 'anthropic':
             raise ValueError(f'provider name {provider} is invalid')
-
+        BillingService.is_tenant_owner_or_admin(current_user)
         data = BillingService.get_model_provider_payment_link(provider_name=provider,
                                                               tenant_id=current_user.current_tenant_id,
-                                                              account_id=current_user.id)
+                                                              account_id=current_user.id,
+                                                              prefilled_email=current_user.email)
         return data
 
 

api/controllers/console/workspace/models.py

@@ -1,16 +1,17 @@
 import logging
 
+from flask_login import current_user
+from flask_restful import Resource, reqparse
+from werkzeug.exceptions import Forbidden
+
 from controllers.console import api
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from core.model_runtime.entities.model_entities import ModelType
 from core.model_runtime.errors.validate import CredentialsValidateFailedError
 from core.model_runtime.utils.encoders import jsonable_encoder
-from flask_login import current_user
-from flask_restful import Resource, reqparse
 from libs.login import login_required
 from services.model_provider_service import ModelProviderService
-from werkzeug.exceptions import Forbidden
 
 
 class DefaultModelApi(Resource):

api/controllers/console/workspace/tool_providers.py

@@ -1,18 +1,16 @@
-import json
+import io
 
-from libs.login import login_required
+from flask import current_app, send_file
 from flask_login import current_user
 from flask_restful import Resource, reqparse
-from flask import send_file
 from werkzeug.exceptions import Forbidden
 
 from controllers.console import api
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
-
+from libs.login import login_required
 from services.tools_manage_service import ToolManageService
 
-import io
 
 class ToolProviderListApi(Resource):
     @setup_required
@@ -43,7 +41,7 @@ class ToolBuiltinProviderDeleteApi(Resource):
     @login_required
     @account_initialization_required
     def post(self, provider):
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         
         user_id = current_user.id
@@ -60,7 +58,7 @@ class ToolBuiltinProviderUpdateApi(Resource):
     @login_required
     @account_initialization_required
     def post(self, provider):
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         
         user_id = current_user.id
@@ -82,15 +80,40 @@ class ToolBuiltinProviderIconApi(Resource):
     @setup_required
     def get(self, provider):
         icon_bytes, minetype = ToolManageService.get_builtin_tool_provider_icon(provider)
-        return send_file(io.BytesIO(icon_bytes), mimetype=minetype)
+        icon_cache_max_age = int(current_app.config.get('TOOL_ICON_CACHE_MAX_AGE'))
+        return send_file(io.BytesIO(icon_bytes), mimetype=minetype, max_age=icon_cache_max_age)
 
+class ToolModelProviderIconApi(Resource):
+    @setup_required
+    def get(self, provider):
+        icon_bytes, mimetype = ToolManageService.get_model_tool_provider_icon(provider)
+        return send_file(io.BytesIO(icon_bytes), mimetype=mimetype)
+    
+class ToolModelProviderListToolsApi(Resource):
+    @setup_required
+    @login_required
+    @account_initialization_required
+    def get(self):
+        user_id = current_user.id
+        tenant_id = current_user.current_tenant_id
+
+        parser = reqparse.RequestParser()
+        parser.add_argument('provider', type=str, required=True, nullable=False, location='args')
+
+        args = parser.parse_args()
+
+        return ToolManageService.list_model_tool_provider_tools(
+            user_id,
+            tenant_id,
+            args['provider'],
+        )
 
 class ToolApiProviderAddApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
     def post(self):
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         
         user_id = current_user.id
@@ -159,7 +182,7 @@ class ToolApiProviderUpdateApi(Resource):
     @login_required
     @account_initialization_required
     def post(self):
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         
         user_id = current_user.id
@@ -171,8 +194,8 @@ class ToolApiProviderUpdateApi(Resource):
         parser.add_argument('schema', type=str, required=True, nullable=False, location='json')
         parser.add_argument('provider', type=str, required=True, nullable=False, location='json')
         parser.add_argument('original_provider', type=str, required=True, nullable=False, location='json')
-        parser.add_argument('icon', type=str, required=True, nullable=False, location='json')
-        parser.add_argument('privacy_policy', type=str, required=True, nullable=False, location='json')
+        parser.add_argument('icon', type=dict, required=True, nullable=False, location='json')
+        parser.add_argument('privacy_policy', type=str, required=True, nullable=True, location='json')
 
         args = parser.parse_args()
 
@@ -193,7 +216,7 @@ class ToolApiProviderDeleteApi(Resource):
     @login_required
     @account_initialization_required
     def post(self):
-        if current_user.current_tenant.current_role not in ['admin', 'owner']:
+        if not current_user.is_admin_or_owner:
             raise Forbidden()
         
         user_id = current_user.id
@@ -261,6 +284,7 @@ class ToolApiProviderPreviousTestApi(Resource):
         parser = reqparse.RequestParser()
 
         parser.add_argument('tool_name', type=str, required=True, nullable=False, location='json')
+        parser.add_argument('provider_name', type=str, required=False, nullable=False, location='json')
         parser.add_argument('credentials', type=dict, required=True, nullable=False, location='json')
         parser.add_argument('parameters', type=dict, required=True, nullable=False, location='json')
         parser.add_argument('schema_type', type=str, required=True, nullable=False, location='json')
@@ -270,6 +294,7 @@ class ToolApiProviderPreviousTestApi(Resource):
 
         return ToolManageService.test_api_tool_preview(
             current_user.current_tenant_id,
+            args['provider_name'] if args['provider_name'] else '',
             args['tool_name'],
             args['credentials'],
             args['parameters'],
@@ -283,6 +308,8 @@ api.add_resource(ToolBuiltinProviderDeleteApi, '/workspaces/current/tool-provide
 api.add_resource(ToolBuiltinProviderUpdateApi, '/workspaces/current/tool-provider/builtin/<provider>/update')
 api.add_resource(ToolBuiltinProviderCredentialsSchemaApi, '/workspaces/current/tool-provider/builtin/<provider>/credentials_schema')
 api.add_resource(ToolBuiltinProviderIconApi, '/workspaces/current/tool-provider/builtin/<provider>/icon')
+api.add_resource(ToolModelProviderIconApi, '/workspaces/current/tool-provider/model/<provider>/icon')
+api.add_resource(ToolModelProviderListToolsApi, '/workspaces/current/tool-provider/model/tools')
 api.add_resource(ToolApiProviderAddApi, '/workspaces/current/tool-provider/api/add')
 api.add_resource(ToolApiProviderGetRemoteSchemaApi, '/workspaces/current/tool-provider/api/remote')
 api.add_resource(ToolApiProviderListToolsApi, '/workspaces/current/tool-provider/api/tools')

api/controllers/console/workspace/workspace.py

@@ -1,18 +1,22 @@
-# -*- coding:utf-8 -*-
 import logging
 
+from flask import request
+from flask_login import current_user
+from flask_restful import Resource, fields, inputs, marshal, marshal_with, reqparse
+
 import services
 from controllers.console import api
 from controllers.console.admin import admin_required
-from controllers.console.datasets.error import (FileTooLargeError, NoFileUploadedError, TooManyFilesError,
-                                                UnsupportedFileTypeError)
+from controllers.console.datasets.error import (
+    FileTooLargeError,
+    NoFileUploadedError,
+    TooManyFilesError,
+    UnsupportedFileTypeError,
+)
 from controllers.console.error import AccountNotLinkTenantError
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required, cloud_edition_billing_resource_check
 from extensions.ext_database import db
-from flask import request
-from flask_login import current_user
-from flask_restful import Resource, fields, inputs, marshal, marshal_with, reqparse
 from libs.helper import TimestampField
 from libs.login import login_required
 from models.account import Tenant

api/controllers/console/wraps.py

@@ -1,10 +1,12 @@
-# -*- coding:utf-8 -*-
+import json
 from functools import wraps
 
-from controllers.console.workspace.error import AccountNotInitializedError
-from flask import abort, current_app
+from flask import abort, current_app, request
 from flask_login import current_user
+
+from controllers.console.workspace.error import AccountNotInitializedError
 from services.feature_service import FeatureService
+from services.operation_service import OperationService
 
 
 def account_initialization_required(view):
@@ -54,6 +56,7 @@ def cloud_edition_billing_resource_check(resource: str,
                 members = features.members
                 apps = features.apps
                 vector_space = features.vector_space
+                documents_upload_quota = features.documents_upload_quota
                 annotation_quota_limit = features.annotation_quota_limit
 
                 if resource == 'members' and 0 < members.limit <= members.size:
@@ -62,6 +65,13 @@ def cloud_edition_billing_resource_check(resource: str,
                     abort(403, error_msg)
                 elif resource == 'vector_space' and 0 < vector_space.limit <= vector_space.size:
                     abort(403, error_msg)
+                elif resource == 'documents' and 0 < documents_upload_quota.limit <= documents_upload_quota.size:
+                    # The api of file upload is used in the multiple places, so we need to check the source of the request from datasets
+                    source = request.args.get('source')
+                    if source == 'datasets':
+                        abort(403, error_msg)
+                    else:
+                        return view(*args, **kwargs)
                 elif resource == 'workspace_custom' and not features.can_replace_logo:
                     abort(403, error_msg)
                 elif resource == 'annotation' and 0 < annotation_quota_limit.limit < annotation_quota_limit.size:
@@ -73,3 +83,20 @@ def cloud_edition_billing_resource_check(resource: str,
         return decorated
     return interceptor
 
+
+def cloud_utm_record(view):
+    @wraps(view)
+    def decorated(*args, **kwargs):
+        try:
+            features = FeatureService.get_features(current_user.current_tenant_id)
+
+            if features.billing.enabled:
+                utm_info = request.cookies.get('utm_info')
+
+                if utm_info:
+                    utm_info = json.loads(utm_info)
+                    OperationService.record_utm(current_user.current_tenant_id, utm_info)
+        except Exception as e:
+            pass
+        return view(*args, **kwargs)
+    return decorated

api/controllers/files/__init__.py

@@ -6,5 +6,4 @@ bp = Blueprint('files', __name__)
 api = ExternalApi(bp)
 
 
-from . import image_preview
-from . import tool_files
+from . import image_preview, tool_files

api/controllers/files/image_preview.py

@@ -1,11 +1,12 @@
-import services
-from controllers.files import api
 from flask import Response, request
 from flask_restful import Resource
+from werkzeug.exceptions import NotFound
+
+import services
+from controllers.files import api
 from libs.exception import BaseHTTPException
 from services.account_service import TenantService
 from services.file_service import FileService
-from werkzeug.exceptions import NotFound
 
 
 class ImagePreviewApi(Resource):
@@ -40,7 +41,7 @@ class WorkspaceWebappLogoApi(Resource):
         webapp_logo_file_id = custom_config.get('replace_webapp_logo') if custom_config is not None else None
 
         if not webapp_logo_file_id:
-            raise NotFound(f'webapp logo is not found')
+            raise NotFound('webapp logo is not found')
 
         try:
             generator, mimetype = FileService.get_public_image_preview(

api/controllers/files/tool_files.py

@@ -1,10 +1,11 @@
-from controllers.files import api
 from flask import Response
 from flask_restful import Resource, reqparse
-from libs.exception import BaseHTTPException
-from werkzeug.exceptions import NotFound, Forbidden
+from werkzeug.exceptions import Forbidden, NotFound
 
+from controllers.files import api
 from core.tools.tool_file_manager import ToolFileManager
+from libs.exception import BaseHTTPException
+
 
 class ToolFilePreviewApi(Resource):
     def get(self, file_id, extension):
@@ -31,7 +32,7 @@ class ToolFilePreviewApi(Resource):
             )
 
             if not result:
-                raise NotFound(f'file is not found')
+                raise NotFound('file is not found')
             
             generator, mimetype = result
         except Exception:

api/controllers/service_api/app/__init__.py

@@ -1,27 +0,0 @@
-from extensions.ext_database import db
-from models.model import EndUser
-
-
-def create_or_update_end_user_for_user_id(app_model, user_id):
-    """
-    Create or update session terminal based on user ID.
-    """
-    end_user = db.session.query(EndUser) \
-        .filter(
-        EndUser.tenant_id == app_model.tenant_id,
-        EndUser.session_id == user_id,
-        EndUser.type == 'service_api'
-    ).first()
-
-    if end_user is None:
-        end_user = EndUser(
-            tenant_id=app_model.tenant_id,
-            app_id=app_model.id,
-            type='service_api',
-            is_anonymous=True,
-            session_id=user_id
-        )
-        db.session.add(end_user)
-        db.session.commit()
-
-    return end_user

api/controllers/service_api/app/app.py

@@ -1,17 +1,16 @@
-# -*- coding:utf-8 -*-
-from controllers.service_api import api
-from controllers.service_api.wraps import AppApiResource
+import json
+
 from flask import current_app
-from flask_restful import fields, marshal_with
+from flask_restful import fields, marshal_with, Resource
+
+from controllers.service_api import api
+from controllers.service_api.wraps import validate_app_token
+from extensions.ext_database import db
 from models.model import App, AppModelConfig
 from models.tools import ApiToolProvider
 
-import json
 
-from extensions.ext_database import db
-
-
-class AppParameterApi(AppApiResource):
+class AppParameterApi(Resource):
     """Resource for app variables."""
 
     variable_fields = {
@@ -43,8 +42,9 @@ class AppParameterApi(AppApiResource):
         'system_parameters': fields.Nested(system_parameters_fields)
     }
 
+    @validate_app_token
     @marshal_with(parameters_fields)
-    def get(self, app_model: App, end_user):
+    def get(self, app_model: App):
         """Retrieve app parameters."""
         app_model_config = app_model.app_model_config
 
@@ -65,8 +65,9 @@ class AppParameterApi(AppApiResource):
             }
         }
 
-class AppMetaApi(AppApiResource):
-    def get(self, app_model: App, end_user):
+class AppMetaApi(Resource):
+    @validate_app_token
+    def get(self, app_model: App):
         """Get app meta"""
         app_model_config: AppModelConfig = app_model.app_model_config
 
@@ -78,7 +79,7 @@ class AppMetaApi(AppApiResource):
         # get all tools
         tools = agent_config.get('tools', [])
         url_prefix = (current_app.config.get("CONSOLE_API_URL")
-                  + f"/console/api/workspaces/current/tool-provider/builtin/")
+                  + "/console/api/workspaces/current/tool-provider/builtin/")
         for tool in tools:
             keys = list(tool.keys())
             if len(keys) >= 4:

api/controllers/service_api/app/audio.py

@@ -1,25 +1,38 @@
 import logging
 
+from flask import request
+from flask_restful import Resource, reqparse
+from werkzeug.exceptions import InternalServerError
+
 import services
 from controllers.service_api import api
-from controllers.service_api.app.error import (AppUnavailableError, AudioTooLargeError, CompletionRequestError,
-                                               NoAudioUploadedError, ProviderModelCurrentlyNotSupportError,
-                                               ProviderNotInitializeError, ProviderNotSupportSpeechToTextError,
-                                               ProviderQuotaExceededError, UnsupportedAudioTypeError)
-from controllers.service_api.wraps import AppApiResource
+from controllers.service_api.app.error import (
+    AppUnavailableError,
+    AudioTooLargeError,
+    CompletionRequestError,
+    NoAudioUploadedError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderNotSupportSpeechToTextError,
+    ProviderQuotaExceededError,
+    UnsupportedAudioTypeError,
+)
+from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
-from flask import request
-from flask_restful import reqparse
-from models.model import App, AppModelConfig
+from models.model import App, AppModelConfig, EndUser
 from services.audio_service import AudioService
-from services.errors.audio import (AudioTooLargeServiceError, NoAudioUploadedServiceError,
-                                   ProviderNotSupportSpeechToTextServiceError, UnsupportedAudioTypeServiceError)
-from werkzeug.exceptions import InternalServerError
+from services.errors.audio import (
+    AudioTooLargeServiceError,
+    NoAudioUploadedServiceError,
+    ProviderNotSupportSpeechToTextServiceError,
+    UnsupportedAudioTypeServiceError,
+)
 
 
-class AudioApi(AppApiResource):
-    def post(self, app_model: App, end_user):
+class AudioApi(Resource):
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.FORM))
+    def post(self, app_model: App, end_user: EndUser):
         app_model_config: AppModelConfig = app_model.app_model_config
 
         if not app_model_config.speech_to_text_dict['enabled']:
@@ -31,7 +44,7 @@ class AudioApi(AppApiResource):
             response = AudioService.transcript_asr(
                 tenant_id=app_model.tenant_id,
                 file=file,
-                end_user=end_user
+                end_user=end_user.get_id()
             )
 
             return response
@@ -61,19 +74,21 @@ class AudioApi(AppApiResource):
             raise InternalServerError()
 
 
-class TextApi(AppApiResource):
-    def post(self, app_model: App, end_user):
+class TextApi(Resource):
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON))
+    def post(self, app_model: App, end_user: EndUser):
         parser = reqparse.RequestParser()
         parser.add_argument('text', type=str, required=True, nullable=False, location='json')
-        parser.add_argument('user', type=str, required=True, nullable=False, location='json')
+        parser.add_argument('streaming', type=bool, required=False, nullable=False, location='json')
         args = parser.parse_args()
 
         try:
             response = AudioService.transcript_tts(
                 tenant_id=app_model.tenant_id,
                 text=args['text'],
-                end_user=args['user'],
-                streaming=False
+                end_user=end_user.get_id(),
+                voice=app_model.app_model_config.text_to_speech_dict.get('voice'),
+                streaming=args['streaming']
             )
 
             return response

api/controllers/service_api/app/completion.py

@@ -1,27 +1,36 @@
 import json
 import logging
-from typing import Generator, Union
+from collections.abc import Generator
+from typing import Union
+
+from flask import Response, stream_with_context
+from flask_restful import Resource, reqparse
+from werkzeug.exceptions import InternalServerError, NotFound
 
 import services
 from controllers.service_api import api
-from controllers.service_api.app import create_or_update_end_user_for_user_id
-from controllers.service_api.app.error import (AppUnavailableError, CompletionRequestError, ConversationCompletedError,
-                                               NotChatAppError, ProviderModelCurrentlyNotSupportError,
-                                               ProviderNotInitializeError, ProviderQuotaExceededError)
-from controllers.service_api.wraps import AppApiResource
+from controllers.service_api.app.error import (
+    AppUnavailableError,
+    CompletionRequestError,
+    ConversationCompletedError,
+    NotChatAppError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderQuotaExceededError,
+)
+from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token
 from core.application_queue_manager import ApplicationQueueManager
 from core.entities.application_entities import InvokeFrom
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
-from flask import Response, stream_with_context, request
-from flask_restful import reqparse
 from libs.helper import uuid_value
+from models.model import App, EndUser
 from services.completion_service import CompletionService
-from werkzeug.exceptions import InternalServerError, NotFound
 
 
-class CompletionApi(AppApiResource):
-    def post(self, app_model, end_user):
+class CompletionApi(Resource):
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True))
+    def post(self, app_model: App, end_user: EndUser):
         if app_model.mode != 'completion':
             raise AppUnavailableError()
 
@@ -30,16 +39,12 @@ class CompletionApi(AppApiResource):
         parser.add_argument('query', type=str, location='json', default='')
         parser.add_argument('files', type=list, required=False, location='json')
         parser.add_argument('response_mode', type=str, choices=['blocking', 'streaming'], location='json')
-        parser.add_argument('user', required=True, nullable=False, type=str, location='json')
         parser.add_argument('retriever_from', type=str, required=False, default='dev', location='json')
 
         args = parser.parse_args()
 
         streaming = args['response_mode'] == 'streaming'
 
-        if end_user is None and args['user'] is not None:
-            end_user = create_or_update_end_user_for_user_id(app_model, args['user'])
-
         args['auto_generate_name'] = False
 
         try:
@@ -74,25 +79,20 @@ class CompletionApi(AppApiResource):
             raise InternalServerError()
 
 
-class CompletionStopApi(AppApiResource):
-    def post(self, app_model, _, task_id):
+class CompletionStopApi(Resource):
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True))
+    def post(self, app_model: App, end_user: EndUser, task_id):
         if app_model.mode != 'completion':
             raise AppUnavailableError()
 
-        parser = reqparse.RequestParser()
-        parser.add_argument('user', required=True, nullable=False, type=str, location='json')
-
-        args = parser.parse_args()
-
-        end_user_id = args.get('user')
-
-        ApplicationQueueManager.set_stop_flag(task_id, InvokeFrom.SERVICE_API, end_user_id)
+        ApplicationQueueManager.set_stop_flag(task_id, InvokeFrom.SERVICE_API, end_user.id)
 
         return {'result': 'success'}, 200
 
 
-class ChatApi(AppApiResource):
-    def post(self, app_model, end_user):
+class ChatApi(Resource):
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True))
+    def post(self, app_model: App, end_user: EndUser):
         if app_model.mode != 'chat':
             raise NotChatAppError()
 
@@ -102,7 +102,6 @@ class ChatApi(AppApiResource):
         parser.add_argument('files', type=list, required=False, location='json')
         parser.add_argument('response_mode', type=str, choices=['blocking', 'streaming'], location='json')
         parser.add_argument('conversation_id', type=uuid_value, location='json')
-        parser.add_argument('user', type=str, required=True, nullable=False, location='json')
         parser.add_argument('retriever_from', type=str, required=False, default='dev', location='json')
         parser.add_argument('auto_generate_name', type=bool, required=False, default=True, location='json')
 
@@ -110,9 +109,6 @@ class ChatApi(AppApiResource):
 
         streaming = args['response_mode'] == 'streaming'
 
-        if end_user is None and args['user'] is not None:
-            end_user = create_or_update_end_user_for_user_id(app_model, args['user'])
-
         try:
             response = CompletionService.completion(
                 app_model=app_model,
@@ -145,14 +141,13 @@ class ChatApi(AppApiResource):
             raise InternalServerError()
 
 
-class ChatStopApi(AppApiResource):
-    def post(self, app_model, _, task_id):
+class ChatStopApi(Resource):
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True))
+    def post(self, app_model: App, end_user: EndUser, task_id):
         if app_model.mode != 'chat':
             raise NotChatAppError()
 
-        end_user_id = request.get_json().get('user')
-
-        ApplicationQueueManager.set_stop_flag(task_id, InvokeFrom.SERVICE_API, end_user_id)
+        ApplicationQueueManager.set_stop_flag(task_id, InvokeFrom.SERVICE_API, end_user.id)
 
         return {'result': 'success'}, 200
 
@@ -162,8 +157,7 @@ def compact_response(response: Union[dict, Generator]) -> Response:
         return Response(response=json.dumps(response), status=200, mimetype='application/json')
     else:
         def generate() -> Generator:
-            for chunk in response:
-                yield chunk
+            yield from response
 
         return Response(stream_with_context(generate()), status=200,
                         mimetype='text/event-stream')

api/controllers/service_api/app/conversation.py

@@ -1,52 +1,44 @@
-# -*- coding:utf-8 -*-
-import services
-from controllers.service_api import api
-from controllers.service_api.app import create_or_update_end_user_for_user_id
-from controllers.service_api.app.error import NotChatAppError
-from controllers.service_api.wraps import AppApiResource
-from fields.conversation_fields import conversation_infinite_scroll_pagination_fields, simple_conversation_fields
-from flask import request
-from flask_restful import fields, marshal_with, reqparse
+from flask_restful import Resource, marshal_with, reqparse
 from flask_restful.inputs import int_range
-from libs.helper import TimestampField, uuid_value
-from services.conversation_service import ConversationService
 from werkzeug.exceptions import NotFound
 
+import services
+from controllers.service_api import api
+from controllers.service_api.app.error import NotChatAppError
+from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token
+from fields.conversation_fields import conversation_infinite_scroll_pagination_fields, simple_conversation_fields
+from libs.helper import uuid_value
+from models.model import App, EndUser
+from services.conversation_service import ConversationService
 
-class ConversationApi(AppApiResource):
 
+class ConversationApi(Resource):
+
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY))
     @marshal_with(conversation_infinite_scroll_pagination_fields)
-    def get(self, app_model, end_user):
+    def get(self, app_model: App, end_user: EndUser):
         if app_model.mode != 'chat':
             raise NotChatAppError()
 
         parser = reqparse.RequestParser()
         parser.add_argument('last_id', type=uuid_value, location='args')
         parser.add_argument('limit', type=int_range(1, 100), required=False, default=20, location='args')
-        parser.add_argument('user', type=str, location='args')
         args = parser.parse_args()
 
-        if end_user is None and args['user'] is not None:
-            end_user = create_or_update_end_user_for_user_id(app_model, args['user'])
-
         try:
             return ConversationService.pagination_by_last_id(app_model, end_user, args['last_id'], args['limit'])
         except services.errors.conversation.LastConversationNotExistsError:
             raise NotFound("Last Conversation Not Exists.")
 
-class ConversationDetailApi(AppApiResource):
+class ConversationDetailApi(Resource):
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON))
     @marshal_with(simple_conversation_fields)
-    def delete(self, app_model, end_user, c_id):
+    def delete(self, app_model: App, end_user: EndUser, c_id):
         if app_model.mode != 'chat':
             raise NotChatAppError()
 
         conversation_id = str(c_id)
 
-        user = request.get_json().get('user')
-
-        if end_user is None and user is not None:
-            end_user = create_or_update_end_user_for_user_id(app_model, user)
-
         try:
             ConversationService.delete(app_model, conversation_id, end_user)
         except services.errors.conversation.ConversationNotExistsError:
@@ -54,10 +46,11 @@ class ConversationDetailApi(AppApiResource):
         return {"result": "success"}, 204
 
 
-class ConversationRenameApi(AppApiResource):
+class ConversationRenameApi(Resource):
 
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON))
     @marshal_with(simple_conversation_fields)
-    def post(self, app_model, end_user, c_id):
+    def post(self, app_model: App, end_user: EndUser, c_id):
         if app_model.mode != 'chat':
             raise NotChatAppError()
 
@@ -65,13 +58,9 @@ class ConversationRenameApi(AppApiResource):
 
         parser = reqparse.RequestParser()
         parser.add_argument('name', type=str, required=False, location='json')
-        parser.add_argument('user', type=str, location='json')
         parser.add_argument('auto_generate', type=bool, required=False, default=False, location='json')
         args = parser.parse_args()
 
-        if end_user is None and args['user'] is not None:
-            end_user = create_or_update_end_user_for_user_id(app_model, args['user'])
-
         try:
             return ConversationService.rename(
                 app_model,

api/controllers/service_api/app/error.py

@@ -1,4 +1,3 @@
-# -*- coding:utf-8 -*-
 from libs.exception import BaseHTTPException
 
 

api/controllers/service_api/app/file.py

@@ -1,25 +1,27 @@
+from flask import request
+from flask_restful import Resource, marshal_with
+
 import services
 from controllers.service_api import api
-from controllers.service_api.app import create_or_update_end_user_for_user_id
-from controllers.service_api.app.error import (FileTooLargeError, NoFileUploadedError, TooManyFilesError,
-                                               UnsupportedFileTypeError)
-from controllers.service_api.wraps import AppApiResource
+from controllers.service_api.app.error import (
+    FileTooLargeError,
+    NoFileUploadedError,
+    TooManyFilesError,
+    UnsupportedFileTypeError,
+)
+from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token
 from fields.file_fields import file_fields
-from flask import request
-from flask_restful import marshal_with
+from models.model import App, EndUser
 from services.file_service import FileService
 
 
-class FileApi(AppApiResource):
+class FileApi(Resource):
 
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.FORM))
     @marshal_with(file_fields)
-    def post(self, app_model, end_user):
+    def post(self, app_model: App, end_user: EndUser):
 
         file = request.files['file']
-        user_args = request.form.get('user')
-
-        if end_user is None and user_args is not None:
-            end_user = create_or_update_end_user_for_user_id(app_model, user_args)
 
         # check file
         if 'file' not in request.files:

api/controllers/service_api/app/message.py

@@ -1,20 +1,18 @@
-# -*- coding:utf-8 -*-
-import services
-from controllers.service_api import api
-from controllers.service_api.app import create_or_update_end_user_for_user_id
-from controllers.service_api.app.error import NotChatAppError
-from controllers.service_api.wraps import AppApiResource
-from extensions.ext_database import db
-from fields.conversation_fields import message_file_fields
-from flask_restful import fields, marshal_with, reqparse
+from flask_restful import Resource, fields, marshal_with, reqparse
 from flask_restful.inputs import int_range
-from libs.helper import TimestampField, uuid_value
-from models.model import EndUser, Message
-from services.message_service import MessageService
 from werkzeug.exceptions import NotFound
 
+import services
+from controllers.service_api import api
+from controllers.service_api.app.error import NotChatAppError
+from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token
+from fields.conversation_fields import message_file_fields
+from libs.helper import TimestampField, uuid_value
+from models.model import App, EndUser
+from services.message_service import MessageService
 
-class MessageListApi(AppApiResource):
+
+class MessageListApi(Resource):
     feedback_fields = {
         'rating': fields.String
     }
@@ -44,6 +42,7 @@ class MessageListApi(AppApiResource):
         'position': fields.Integer,
         'thought': fields.String,
         'tool': fields.String,
+        'tool_labels': fields.Raw,
         'tool_input': fields.String,
         'created_at': TimestampField,
         'observation': fields.String,
@@ -69,8 +68,9 @@ class MessageListApi(AppApiResource):
         'data': fields.List(fields.Nested(message_fields))
     }
 
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY))
     @marshal_with(message_infinite_scroll_pagination_fields)
-    def get(self, app_model, end_user):
+    def get(self, app_model: App, end_user: EndUser):
         if app_model.mode != 'chat':
             raise NotChatAppError()
 
@@ -78,12 +78,8 @@ class MessageListApi(AppApiResource):
         parser.add_argument('conversation_id', required=True, type=uuid_value, location='args')
         parser.add_argument('first_id', type=uuid_value, location='args')
         parser.add_argument('limit', type=int_range(1, 100), required=False, default=20, location='args')
-        parser.add_argument('user', type=str, location='args')
         args = parser.parse_args()
 
-        if end_user is None and args['user'] is not None:
-            end_user = create_or_update_end_user_for_user_id(app_model, args['user'])
-
         try:
             return MessageService.pagination_by_first_id(app_model, end_user,
                                                          args['conversation_id'], args['first_id'], args['limit'])
@@ -93,18 +89,15 @@ class MessageListApi(AppApiResource):
             raise NotFound("First Message Not Exists.")
 
 
-class MessageFeedbackApi(AppApiResource):
-    def post(self, app_model, end_user, message_id):
+class MessageFeedbackApi(Resource):
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON))
+    def post(self, app_model: App, end_user: EndUser, message_id):
         message_id = str(message_id)
 
         parser = reqparse.RequestParser()
         parser.add_argument('rating', type=str, choices=['like', 'dislike', None], location='json')
-        parser.add_argument('user', type=str, location='json')
         args = parser.parse_args()
 
-        if end_user is None and args['user'] is not None:
-            end_user = create_or_update_end_user_for_user_id(app_model, args['user'])
-
         try:
             MessageService.create_feedback(app_model, message_id, end_user, args['rating'])
         except services.errors.message.MessageNotExistsError:
@@ -113,29 +106,17 @@ class MessageFeedbackApi(AppApiResource):
         return {'result': 'success'}
 
 
-class MessageSuggestedApi(AppApiResource):
-    def get(self, app_model, end_user, message_id):
+class MessageSuggestedApi(Resource):
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY))
+    def get(self, app_model: App, end_user: EndUser, message_id):
         message_id = str(message_id)
         if app_model.mode != 'chat':
             raise NotChatAppError()
-        try:
-            message = db.session.query(Message).filter(
-                Message.id == message_id,
-                Message.app_id == app_model.id,
-            ).first()
 
-            if end_user is None and message.from_end_user_id is not None:
-                user = db.session.query(EndUser) \
-                    .filter(
-                        EndUser.tenant_id == app_model.tenant_id,
-                        EndUser.id == message.from_end_user_id,
-                        EndUser.type == 'service_api'
-                    ).first()
-            else:
-                user = end_user
+        try:
             questions = MessageService.get_suggested_questions_after_answer(
                 app_model=app_model,
-                user=user,
+                user=end_user,
                 message_id=message_id,
                 check_enabled=False
             )

api/controllers/service_api/dataset/dataset.py

@@ -1,4 +1,6 @@
-from models.dataset import Dataset
+from flask import request
+from flask_restful import marshal, reqparse
+
 import services.dataset_service
 from controllers.service_api import api
 from controllers.service_api.dataset.error import DatasetNameDuplicateError
@@ -6,9 +8,8 @@ from controllers.service_api.wraps import DatasetApiResource
 from core.model_runtime.entities.model_entities import ModelType
 from core.provider_manager import ProviderManager
 from fields.dataset_fields import dataset_detail_fields
-from flask import request
-from flask_restful import marshal, reqparse
 from libs.login import current_user
+from models.dataset import Dataset
 from services.dataset_service import DatasetService
 
 

api/controllers/service_api/dataset/document.py

@@ -1,29 +1,34 @@
 import json
 
+from flask import request
+from flask_restful import marshal, reqparse
+from sqlalchemy import desc
+from werkzeug.exceptions import NotFound
+
 import services.dataset_service
 from controllers.service_api import api
 from controllers.service_api.app.error import ProviderNotInitializeError
-from controllers.service_api.dataset.error import (ArchivedDocumentImmutableError, DocumentIndexingError,
-                                                   NoFileUploadedError, TooManyFilesError)
+from controllers.service_api.dataset.error import (
+    ArchivedDocumentImmutableError,
+    DocumentIndexingError,
+    NoFileUploadedError,
+    TooManyFilesError,
+)
 from controllers.service_api.wraps import DatasetApiResource, cloud_edition_billing_resource_check
 from core.errors.error import ProviderTokenNotInitError
 from extensions.ext_database import db
 from fields.document_fields import document_fields, document_status_fields
-from flask import request
-from flask_login import current_user
-from flask_restful import marshal, reqparse
 from libs.login import current_user
 from models.dataset import Dataset, Document, DocumentSegment
 from services.dataset_service import DocumentService
 from services.file_service import FileService
-from sqlalchemy import desc
-from werkzeug.exceptions import NotFound
 
 
 class DocumentAddByTextApi(DatasetApiResource):
     """Resource for documents."""
 
     @cloud_edition_billing_resource_check('vector_space', 'dataset')
+    @cloud_edition_billing_resource_check('documents', 'dataset')
     def post(self, tenant_id, dataset_id):
         """Create document by text."""
         parser = reqparse.RequestParser()
@@ -149,6 +154,7 @@ class DocumentUpdateByTextApi(DatasetApiResource):
 class DocumentAddByFileApi(DatasetApiResource):
     """Resource for documents."""
     @cloud_edition_billing_resource_check('vector_space', 'dataset')
+    @cloud_edition_billing_resource_check('documents', 'dataset')
     def post(self, tenant_id, dataset_id):
         """Create document by upload file."""
         args = {}

api/controllers/service_api/dataset/segment.py

@@ -1,3 +1,7 @@
+from flask_login import current_user
+from flask_restful import marshal, reqparse
+from werkzeug.exceptions import NotFound
+
 from controllers.service_api import api
 from controllers.service_api.app.error import ProviderNotInitializeError
 from controllers.service_api.wraps import DatasetApiResource, cloud_edition_billing_resource_check
@@ -6,11 +10,8 @@ from core.model_manager import ModelManager
 from core.model_runtime.entities.model_entities import ModelType
 from extensions.ext_database import db
 from fields.segment_fields import segment_fields
-from flask_login import current_user
-from flask_restful import marshal, reqparse
 from models.dataset import Dataset, DocumentSegment
 from services.dataset_service import DatasetService, DocumentService, SegmentService
-from werkzeug.exceptions import NotFound
 
 
 class SegmentApi(DatasetApiResource):
@@ -45,8 +46,8 @@ class SegmentApi(DatasetApiResource):
                 )
             except LLMBadRequestError:
                 raise ProviderNotInitializeError(
-                    f"No Embedding Model available. Please configure a valid provider "
-                    f"in the Settings -> Model Provider.")
+                    "No Embedding Model available. Please configure a valid provider "
+                    "in the Settings -> Model Provider.")
             except ProviderTokenNotInitError as ex:
                 raise ProviderNotInitializeError(ex.description)
         # validate args
@@ -89,8 +90,8 @@ class SegmentApi(DatasetApiResource):
                 )
             except LLMBadRequestError:
                 raise ProviderNotInitializeError(
-                    f"No Embedding Model available. Please configure a valid provider "
-                    f"in the Settings -> Model Provider.")
+                    "No Embedding Model available. Please configure a valid provider "
+                    "in the Settings -> Model Provider.")
             except ProviderTokenNotInitError as ex:
                 raise ProviderNotInitializeError(ex.description)
 
@@ -181,8 +182,8 @@ class DatasetSegmentApi(DatasetApiResource):
                 )
             except LLMBadRequestError:
                 raise ProviderNotInitializeError(
-                    f"No Embedding Model available. Please configure a valid provider "
-                    f"in the Settings -> Model Provider.")
+                    "No Embedding Model available. Please configure a valid provider "
+                    "in the Settings -> Model Provider.")
             except ProviderTokenNotInitError as ex:
                 raise ProviderNotInitializeError(ex.description)
             # check segment
@@ -196,11 +197,11 @@ class DatasetSegmentApi(DatasetApiResource):
 
         # validate args
         parser = reqparse.RequestParser()
-        parser.add_argument('segments', type=dict, required=False, nullable=True, location='json')
+        parser.add_argument('segment', type=dict, required=False, nullable=True, location='json')
         args = parser.parse_args()
 
-        SegmentService.segment_create_args_validate(args['segments'], document)
-        segment = SegmentService.update_segment(args['segments'], segment, document, dataset)
+        SegmentService.segment_create_args_validate(args['segment'], document)
+        segment = SegmentService.update_segment(args['segment'], segment, document, dataset)
         return {
             'data': marshal(segment, segment_fields),
             'doc_form': document.doc_form

api/controllers/service_api/wraps.py

@@ -1,22 +1,40 @@
-# -*- coding:utf-8 -*-
+from collections.abc import Callable
 from datetime import datetime
+from enum import Enum
 from functools import wraps
+from typing import Optional
 
-from extensions.ext_database import db
 from flask import current_app, request
 from flask_login import user_logged_in
 from flask_restful import Resource
-from libs.login import _get_user
-from models.account import Account, Tenant, TenantAccountJoin
-from models.model import ApiToken, App
-from services.feature_service import FeatureService
+from pydantic import BaseModel
 from werkzeug.exceptions import NotFound, Unauthorized
 
+from extensions.ext_database import db
+from libs.login import _get_user
+from models.account import Account, Tenant, TenantAccountJoin
+from models.model import ApiToken, App, EndUser
+from services.feature_service import FeatureService
 
-def validate_app_token(view=None):
-    def decorator(view):
-        @wraps(view)
-        def decorated(*args, **kwargs):
+
+class WhereisUserArg(Enum):
+    """
+    Enum for whereis_user_arg.
+    """
+    QUERY = 'query'
+    JSON = 'json'
+    FORM = 'form'
+
+
+class FetchUserArg(BaseModel):
+    fetch_from: WhereisUserArg
+    required: bool = False
+
+
+def validate_app_token(view: Optional[Callable] = None, *, fetch_user_arg: Optional[FetchUserArg] = None):
+    def decorator(view_func):
+        @wraps(view_func)
+        def decorated_view(*args, **kwargs):
             api_token = validate_and_get_api_token('app')
 
             app_model = db.session.query(App).filter(App.id == api_token.app_id).first()
@@ -29,16 +47,35 @@ def validate_app_token(view=None):
             if not app_model.enable_api:
                 raise NotFound()
 
-            return view(app_model, None, *args, **kwargs)
-        return decorated
+            kwargs['app_model'] = app_model
 
-    if view:
+            if fetch_user_arg:
+                if fetch_user_arg.fetch_from == WhereisUserArg.QUERY:
+                    user_id = request.args.get('user')
+                elif fetch_user_arg.fetch_from == WhereisUserArg.JSON:
+                    user_id = request.get_json().get('user')
+                elif fetch_user_arg.fetch_from == WhereisUserArg.FORM:
+                    user_id = request.form.get('user')
+                else:
+                    # use default-user
+                    user_id = None
+
+                if not user_id and fetch_user_arg.required:
+                    raise ValueError("Arg user must be provided.")
+
+                if user_id:
+                    user_id = str(user_id)
+
+                kwargs['end_user'] = create_or_update_end_user_for_user_id(app_model, user_id)
+
+            return view_func(*args, **kwargs)
+        return decorated_view
+
+    if view is None:
+        return decorator
+    else:
         return decorator(view)
 
-    # if view is None, it means that the decorator is used without parentheses
-    # use the decorator as a function for method_decorators
-    return decorator
-
 
 def cloud_edition_billing_resource_check(resource: str,
                                          api_token_type: str,
@@ -52,6 +89,7 @@ def cloud_edition_billing_resource_check(resource: str,
                 members = features.members
                 apps = features.apps
                 vector_space = features.vector_space
+                documents_upload_quota = features.documents_upload_quota
 
                 if resource == 'members' and 0 < members.limit <= members.size:
                     raise Unauthorized(error_msg)
@@ -59,6 +97,8 @@ def cloud_edition_billing_resource_check(resource: str,
                     raise Unauthorized(error_msg)
                 elif resource == 'vector_space' and 0 < vector_space.limit <= vector_space.size:
                     raise Unauthorized(error_msg)
+                elif resource == 'documents' and 0 < documents_upload_quota.limit <= documents_upload_quota.size:
+                    raise Unauthorized(error_msg)
                 else:
                     return view(*args, **kwargs)
 
@@ -75,8 +115,8 @@ def validate_dataset_token(view=None):
             tenant_account_join = db.session.query(Tenant, TenantAccountJoin) \
                 .filter(Tenant.id == api_token.tenant_id) \
                 .filter(TenantAccountJoin.tenant_id == Tenant.id) \
-                .filter(TenantAccountJoin.role.in_(['owner', 'admin'])) \
-                .one_or_none()
+                .filter(TenantAccountJoin.role.in_(['owner'])) \
+                .one_or_none() # TODO: only owner information is required, so only one is returned.
             if tenant_account_join:
                 tenant, ta = tenant_account_join
                 account = Account.query.filter_by(id=ta.account_id).first()
@@ -86,9 +126,9 @@ def validate_dataset_token(view=None):
                     current_app.login_manager._update_request_context_with_user(account)
                     user_logged_in.send(current_app._get_current_object(), user=_get_user())
                 else:
-                    raise Unauthorized("Tenant owner account is not exist.")
+                    raise Unauthorized("Tenant owner account does not exist.")
             else:
-                raise Unauthorized("Tenant is not exist.")
+                raise Unauthorized("Tenant does not exist.")
             return view(api_token.tenant_id, *args, **kwargs)
         return decorated
 
@@ -128,8 +168,33 @@ def validate_and_get_api_token(scope=None):
     return api_token
 
 
-class AppApiResource(Resource):
-    method_decorators = [validate_app_token]
+def create_or_update_end_user_for_user_id(app_model: App, user_id: Optional[str] = None) -> EndUser:
+    """
+    Create or update session terminal based on user ID.
+    """
+    if not user_id:
+        user_id = 'DEFAULT-USER'
+
+    end_user = db.session.query(EndUser) \
+        .filter(
+        EndUser.tenant_id == app_model.tenant_id,
+        EndUser.app_id == app_model.id,
+        EndUser.session_id == user_id,
+        EndUser.type == 'service_api'
+    ).first()
+
+    if end_user is None:
+        end_user = EndUser(
+            tenant_id=app_model.tenant_id,
+            app_id=app_model.id,
+            type='service_api',
+            is_anonymous=True if user_id == 'DEFAULT-USER' else False,
+            session_id=user_id
+        )
+        db.session.add(end_user)
+        db.session.commit()
+
+    return end_user
 
 
 class DatasetApiResource(Resource):

api/controllers/web/app.py

@@ -1,15 +1,14 @@
-# -*- coding:utf-8 -*-
-from controllers.web import api
-from controllers.web.wraps import WebApiResource
+import json
+
 from flask import current_app
 from flask_restful import fields, marshal_with
+
+from controllers.web import api
+from controllers.web.wraps import WebApiResource
+from extensions.ext_database import db
 from models.model import App, AppModelConfig
 from models.tools import ApiToolProvider
 
-from extensions.ext_database import db
-
-import json
-
 
 class AppParameterApi(WebApiResource):
     """Resource for app variables."""
@@ -77,7 +76,7 @@ class AppMeta(WebApiResource):
         # get all tools
         tools = agent_config.get('tools', [])
         url_prefix = (current_app.config.get("CONSOLE_API_URL")
-                  + f"/console/api/workspaces/current/tool-provider/builtin/")
+                  + "/console/api/workspaces/current/tool-provider/builtin/")
         for tool in tools:
             keys = list(tool.keys())
             if len(keys) >= 4:

api/controllers/web/audio.py

@@ -1,21 +1,32 @@
-# -*- coding:utf-8 -*-
 import logging
 
+from flask import request
+from werkzeug.exceptions import InternalServerError
+
 import services
 from controllers.web import api
-from controllers.web.error import (AppUnavailableError, AudioTooLargeError, CompletionRequestError,
-                                   NoAudioUploadedError, ProviderModelCurrentlyNotSupportError,
-                                   ProviderNotInitializeError, ProviderNotSupportSpeechToTextError,
-                                   ProviderQuotaExceededError, UnsupportedAudioTypeError)
+from controllers.web.error import (
+    AppUnavailableError,
+    AudioTooLargeError,
+    CompletionRequestError,
+    NoAudioUploadedError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderNotSupportSpeechToTextError,
+    ProviderQuotaExceededError,
+    UnsupportedAudioTypeError,
+)
 from controllers.web.wraps import WebApiResource
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
-from flask import request
 from models.model import App, AppModelConfig
 from services.audio_service import AudioService
-from services.errors.audio import (AudioTooLargeServiceError, NoAudioUploadedServiceError,
-                                   ProviderNotSupportSpeechToTextServiceError, UnsupportedAudioTypeServiceError)
-from werkzeug.exceptions import InternalServerError
+from services.errors.audio import (
+    AudioTooLargeServiceError,
+    NoAudioUploadedServiceError,
+    ProviderNotSupportSpeechToTextServiceError,
+    UnsupportedAudioTypeServiceError,
+)
 
 
 class AudioApi(WebApiResource):
@@ -31,6 +42,7 @@ class AudioApi(WebApiResource):
             response = AudioService.transcript_asr(
                 tenant_id=app_model.tenant_id,
                 file=file,
+                end_user=end_user
             )
 
             return response
@@ -56,17 +68,23 @@ class AudioApi(WebApiResource):
         except ValueError as e:
             raise e
         except Exception as e:
-            logging.exception("internal server error.")
+            logging.exception(f"internal server error: {str(e)}")
             raise InternalServerError()
 
 
 class TextApi(WebApiResource):
     def post(self, app_model: App, end_user):
+        app_model_config: AppModelConfig = app_model.app_model_config
+
+        if not app_model_config.text_to_speech_dict['enabled']:
+            raise AppUnavailableError()
+
         try:
             response = AudioService.transcript_tts(
                 tenant_id=app_model.tenant_id,
                 text=request.form['text'],
                 end_user=end_user.external_user_id,
+                voice=request.form['voice'] if request.form['voice'] else app_model.app_model_config.text_to_speech_dict.get('voice'),
                 streaming=False
             )
 
@@ -93,7 +111,7 @@ class TextApi(WebApiResource):
         except ValueError as e:
             raise e
         except Exception as e:
-            logging.exception("internal server error.")
+            logging.exception(f"internal server error: {str(e)}")
             raise InternalServerError()
 
 

api/controllers/web/completion.py

@@ -1,23 +1,31 @@
-# -*- coding:utf-8 -*-
 import json
 import logging
-from typing import Generator, Union
+from collections.abc import Generator
+from typing import Union
+
+from flask import Response, stream_with_context
+from flask_restful import reqparse
+from werkzeug.exceptions import InternalServerError, NotFound
 
 import services
 from controllers.web import api
-from controllers.web.error import (AppUnavailableError, CompletionRequestError, ConversationCompletedError,
-                                   NotChatAppError, NotCompletionAppError, ProviderModelCurrentlyNotSupportError,
-                                   ProviderNotInitializeError, ProviderQuotaExceededError)
+from controllers.web.error import (
+    AppUnavailableError,
+    CompletionRequestError,
+    ConversationCompletedError,
+    NotChatAppError,
+    NotCompletionAppError,
+    ProviderModelCurrentlyNotSupportError,
+    ProviderNotInitializeError,
+    ProviderQuotaExceededError,
+)
 from controllers.web.wraps import WebApiResource
 from core.application_queue_manager import ApplicationQueueManager
 from core.entities.application_entities import InvokeFrom
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
-from flask import Response, stream_with_context
-from flask_restful import reqparse
 from libs.helper import uuid_value
 from services.completion_service import CompletionService
-from werkzeug.exceptions import InternalServerError, NotFound
 
 
 # define completion api for user
@@ -146,8 +154,7 @@ def compact_response(response: Union[dict, Generator]) -> Response:
         return Response(response=json.dumps(response), status=200, mimetype='application/json')
     else:
         def generate() -> Generator:
-            for chunk in response:
-                yield chunk
+            yield from response
 
         return Response(stream_with_context(generate()), status=200,
                         mimetype='text/event-stream')

api/controllers/web/conversation.py

@@ -1,15 +1,15 @@
-# -*- coding:utf-8 -*-
+from flask_restful import marshal_with, reqparse
+from flask_restful.inputs import int_range
+from werkzeug.exceptions import NotFound
+
 from controllers.web import api
 from controllers.web.error import NotChatAppError
 from controllers.web.wraps import WebApiResource
 from fields.conversation_fields import conversation_infinite_scroll_pagination_fields, simple_conversation_fields
-from flask_restful import fields, marshal_with, reqparse
-from flask_restful.inputs import int_range
-from libs.helper import TimestampField, uuid_value
+from libs.helper import uuid_value
 from services.conversation_service import ConversationService
 from services.errors.conversation import ConversationNotExistsError, LastConversationNotExistsError
 from services.web_conversation_service import WebConversationService
-from werkzeug.exceptions import NotFound
 
 
 class ConversationListApi(WebApiResource):

api/controllers/web/error.py

@@ -1,4 +1,3 @@
-# -*- coding:utf-8 -*-
 from libs.exception import BaseHTTPException
 
 

api/controllers/web/file.py

@@ -1,10 +1,11 @@
+from flask import request
+from flask_restful import marshal_with
+
 import services
 from controllers.web import api
 from controllers.web.error import FileTooLargeError, NoFileUploadedError, TooManyFilesError, UnsupportedFileTypeError
 from controllers.web.wraps import WebApiResource
 from fields.file_fields import file_fields
-from flask import request
-from flask_restful import marshal_with
 from services.file_service import FileService