chore: fix the lint error

.devcontainer/README.md

@@ -34,4 +34,4 @@ if you see such error message when you open this project in codespaces:
 ![Alt text](troubleshooting.png)
 
 a simple workaround is change `/signin` endpoint into another one, then login with GitHub account and close the tab, then change it back to `/signin` endpoint. Then all things will be fine.
-The reason is `signin` endpoint is not allowed in codespaces, details can be found [here](https://github.com/orgs/community/discussions/5204)
+The reason is `signin` endpoint is not allowed in codespaces, details can be found [here](https://github.com/orgs/community/discussions/5204)

.devcontainer/devcontainer.json

@@ -2,7 +2,7 @@
 // README at: https://github.com/devcontainers/templates/tree/main/src/anaconda
 {
 	"name": "Python 3.12",
-	"build": {
+	"build": { 
 		"context": "..",
 		"dockerfile": "Dockerfile"
 	},

.devcontainer/noop.txt

@@ -1,3 +1,3 @@
 This file copied into the container along with environment.yml* from the parent
-folder. This file is included to prevents the Dockerfile COPY instruction from
-failing if no environment.yml is found.
+folder. This file is included to prevents the Dockerfile COPY instruction from 
+failing if no environment.yml is found.

.devcontainer/post_create_command.sh

@@ -1,13 +1,13 @@
 #!/bin/bash
 
-npm add -g pnpm@10.8.0
+npm add -g pnpm@9.12.2
 cd web && pnpm install
-pipx install uv
+pipx install poetry
 
-echo 'alias start-api="cd /workspaces/dify/api && uv run python -m flask run --host 0.0.0.0 --port=5001 --debug"' >> ~/.bashrc
-echo 'alias start-worker="cd /workspaces/dify/api && uv run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion"' >> ~/.bashrc
+echo 'alias start-api="cd /workspaces/dify/api && poetry run python -m flask run --host 0.0.0.0 --port=5001 --debug"' >> ~/.bashrc
+echo 'alias start-worker="cd /workspaces/dify/api && poetry run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion"' >> ~/.bashrc
 echo 'alias start-web="cd /workspaces/dify/web && pnpm dev"' >> ~/.bashrc
-echo 'alias start-containers="cd /workspaces/dify/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env up -d"' >> ~/.bashrc
-echo 'alias stop-containers="cd /workspaces/dify/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env down"' >> ~/.bashrc
+echo 'alias start-containers="cd /workspaces/dify/docker && docker-compose -f docker-compose.middleware.yaml -p dify up -d"' >> ~/.bashrc
+echo 'alias stop-containers="cd /workspaces/dify/docker && docker-compose -f docker-compose.middleware.yaml -p dify down"' >> ~/.bashrc
 
 source /home/vscode/.bashrc

.devcontainer/post_start_command.sh

@@ -1,3 +1,3 @@
 #!/bin/bash
 
-cd api && uv sync
+cd api && poetry install

.gitattributes

@@ -1,5 +1,5 @@
 # Ensure that .sh scripts use LF as line separator, even if they are checked out
-# to Windows(NTFS) file-system, by a user of Docker for Windows.
+# to Windows(NTFS) file-system, by a user of Docker for Windows. 
 # These .sh scripts will be run from the Container after `docker compose up -d`.
 # If they appear to be CRLF style, Dash from the Container will fail to execute
 # them.

.github/actions/setup-poetry/action.yml

@@ -0,0 +1,36 @@
+name: Setup Poetry and Python
+
+inputs:
+  python-version:
+    description: Python version to use and the Poetry installed with
+    required: true
+    default: '3.11'
+  poetry-version:
+    description: Poetry version to set up
+    required: true
+    default: '2.0.1'
+  poetry-lockfile:
+    description: Path to the Poetry lockfile to restore cache from
+    required: true
+    default: ''
+
+runs:
+  using: composite
+  steps:
+    - name: Set up Python ${{ inputs.python-version }}
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ inputs.python-version }}
+        cache: pip
+
+    - name: Install Poetry
+      shell: bash
+      run: pip install poetry==${{ inputs.poetry-version }}
+
+    - name: Restore Poetry cache
+      if: ${{ inputs.poetry-lockfile != '' }}
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ inputs.python-version }}
+        cache: poetry
+        cache-dependency-path: ${{ inputs.poetry-lockfile }}

.github/actions/setup-uv/action.yml

@@ -1,34 +0,0 @@
-name: Setup UV and Python
-
-inputs:
-  python-version:
-    description: Python version to use and the UV installed with
-    required: true
-    default: '3.12'
-  uv-version:
-    description: UV version to set up
-    required: true
-    default: '0.6.14'
-  uv-lockfile:
-    description: Path to the UV lockfile to restore cache from
-    required: true
-    default: ''
-  enable-cache:
-    required: true
-    default: true
-
-runs:
-  using: composite
-  steps:
-    - name: Set up Python ${{ inputs.python-version }}
-      uses: actions/setup-python@v5
-      with:
-        python-version: ${{ inputs.python-version }}
-
-    - name: Install uv
-      uses: astral-sh/setup-uv@v5
-      with:
-        version: ${{ inputs.uv-version }}
-        python-version: ${{ inputs.python-version }}
-        enable-cache: ${{ inputs.enable-cache }}
-        cache-dependency-glob: ${{ inputs.uv-lockfile }}

.github/linters/editorconfig-checker.json

@@ -1,22 +0,0 @@
-{
-    "Verbose": false,
-    "Debug": false,
-    "IgnoreDefaults": false,
-    "SpacesAfterTabs": false,
-    "NoColor": false,
-    "Exclude": [
-        "^web/public/vs/",
-        "^web/public/pdf.worker.min.mjs$",
-        "web/app/components/base/icons/src/vender/"
-    ],
-    "AllowedContentTypes": [],
-    "PassedFiles": [],
-    "Disable": {
-        "EndOfLine": false,
-        "Indentation": false,
-        "IndentSize": true,
-        "InsertFinalNewline": false,
-        "TrimTrailingWhitespace": false,
-        "MaxLineLength": false
-    }
-}

.github/workflows/api-tests.yml

@@ -17,9 +17,6 @@ jobs:
   test:
     name: API Tests
     runs-on: ubuntu-latest
-    defaults:
-      run:
-        shell: bash
     strategy:
       matrix:
         python-version:
@@ -30,44 +27,35 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
         with:
+          fetch-depth: 0
           persist-credentials: false
 
-      - name: Setup UV and Python
-        uses: ./.github/actions/setup-uv
+      - name: Setup Poetry and Python ${{ matrix.python-version }}
+        uses: ./.github/actions/setup-poetry
         with:
           python-version: ${{ matrix.python-version }}
-          uv-lockfile: api/uv.lock
+          poetry-lockfile: api/poetry.lock
 
-      - name: Check UV lockfile
-        run: uv lock --project api --check
+      - name: Check Poetry lockfile
+        run: |
+          poetry check -C api --lock
+          poetry show -C api
 
       - name: Install dependencies
-        run: uv sync --project api --dev
+        run: poetry install -C api --with dev
+
+      - name: Check dependencies in pyproject.toml
+        run: poetry run -P api bash dev/pytest/pytest_artifacts.sh
 
       - name: Run Unit tests
-        run: |
-          uv run --project api bash dev/pytest/pytest_unit_tests.sh
-          # Extract coverage percentage and create a summary
-          TOTAL_COVERAGE=$(python -c 'import json; print(json.load(open("coverage.json"))["totals"]["percent_covered_display"])')
-
-          # Create a detailed coverage summary
-          echo "### Test Coverage Summary :test_tube:" >> $GITHUB_STEP_SUMMARY
-          echo "Total Coverage: ${TOTAL_COVERAGE}%" >> $GITHUB_STEP_SUMMARY
-          echo "\`\`\`" >> $GITHUB_STEP_SUMMARY
-          uv run --project api coverage report >> $GITHUB_STEP_SUMMARY
-          echo "\`\`\`" >> $GITHUB_STEP_SUMMARY
+        run: poetry run -P api bash dev/pytest/pytest_unit_tests.sh
 
       - name: Run dify config tests
-        run: uv run --project api dev/pytest/pytest_config_tests.py
+        run: poetry run -P api python dev/pytest/pytest_config_tests.py
 
-      - name: MyPy Cache
-        uses: actions/cache@v4
-        with:
-          path: api/.mypy_cache
-          key: mypy-${{ matrix.python-version }}-${{ runner.os }}-${{ hashFiles('api/uv.lock') }}
-
-      - name: Run MyPy Checks
-        run: dev/mypy-check
+      - name: Run mypy
+        run: |
+          poetry run -C api python -m mypy --install-types --non-interactive .
 
       - name: Set up dotenvs
         run: |
@@ -87,7 +75,4 @@ jobs:
             ssrf_proxy
 
       - name: Run Workflow
-        run: uv run --project api bash dev/pytest/pytest_workflow.sh
-
-      - name: Run Tool
-        run: uv run --project api bash dev/pytest/pytest_tools.sh
+        run: poetry run -P api bash dev/pytest/pytest_workflow.sh

.github/workflows/db-migration-test.yml

@@ -24,13 +24,13 @@ jobs:
           fetch-depth: 0
           persist-credentials: false
 
-      - name: Setup UV and Python
-        uses: ./.github/actions/setup-uv
+      - name: Setup Poetry and Python
+        uses: ./.github/actions/setup-poetry
         with:
-          uv-lockfile: api/uv.lock
+          poetry-lockfile: api/poetry.lock
 
       - name: Install dependencies
-        run: uv sync --project api
+        run: poetry install -C api
 
       - name: Prepare middleware env
         run: |
@@ -54,4 +54,6 @@ jobs:
       - name: Run DB Migration
         env:
           DEBUG: true
-        run: uv run --directory api flask upgrade-db
+        run: |
+          cd api
+          poetry run python -m flask upgrade-db

.github/workflows/docker-build.yml

@@ -42,7 +42,6 @@ jobs:
         with:
           push: false
           context: "{{defaultContext}}:${{ matrix.context }}"
-          file: "${{ matrix.file }}"
           platforms: ${{ matrix.platform }}
           cache-from: type=gha
           cache-to: type=gha,mode=max

.github/workflows/style.yml

@@ -9,12 +9,6 @@ concurrency:
   group: style-${{ github.head_ref || github.run_id }}
   cancel-in-progress: true
 
-permissions:
-  checks: write
-  statuses: write
-  contents: read
-
-
 jobs:
   python-style:
     name: Python Style
@@ -24,6 +18,7 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
         with:
+          fetch-depth: 0
           persist-credentials: false
 
       - name: Check changed files
@@ -34,27 +29,24 @@ jobs:
             api/**
             .github/workflows/style.yml
 
-      - name: Setup UV and Python
+      - name: Setup Poetry and Python
         if: steps.changed-files.outputs.any_changed == 'true'
-        uses: ./.github/actions/setup-uv
-        with:
-          uv-lockfile: api/uv.lock
-          enable-cache: false
+        uses: ./.github/actions/setup-poetry
 
       - name: Install dependencies
         if: steps.changed-files.outputs.any_changed == 'true'
-        run: uv sync --project api --dev
+        run: poetry install -C api --only lint
 
       - name: Ruff check
         if: steps.changed-files.outputs.any_changed == 'true'
         run: |
-          uv run --directory api ruff --version
-          uv run --directory api ruff check --diff ./
-          uv run --directory api ruff format --check --diff ./
+          poetry run -C api ruff --version
+          poetry run -C api ruff check ./
+          poetry run -C api ruff format --check ./
 
       - name: Dotenv check
         if: steps.changed-files.outputs.any_changed == 'true'
-        run: uv run --project api dotenv-linter ./api/.env.example ./web/.env.example
+        run: poetry run -P api dotenv-linter ./api/.env.example ./web/.env.example
 
       - name: Lint hints
         if: failure()
@@ -71,6 +63,7 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
         with:
+          fetch-depth: 0
           persist-credentials: false
 
       - name: Check changed files
@@ -89,7 +82,7 @@ jobs:
         uses: actions/setup-node@v4
         if: steps.changed-files.outputs.any_changed == 'true'
         with:
-          node-version: 22
+          node-version: 20
           cache: pnpm
           cache-dependency-path: ./web/package.json
 
@@ -109,6 +102,7 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
         with:
+          fetch-depth: 0
           persist-credentials: false
 
       - name: Check changed files
@@ -139,6 +133,7 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
         with:
+          fetch-depth: 0
           persist-credentials: false
 
       - name: Check changed files
@@ -158,7 +153,6 @@ jobs:
         env:
           BASH_SEVERITY: warning
           DEFAULT_BRANCH: main
-          FILTER_REGEX_INCLUDE: pnpm-lock.yaml
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           IGNORE_GENERATED_FILES: true
           IGNORE_GITIGNORED_FILES: true
@@ -169,14 +163,3 @@ jobs:
           VALIDATE_DOCKERFILE_HADOLINT: true
           VALIDATE_XML: true
           VALIDATE_YAML: true
-
-      - name: EditorConfig checks
-        uses: super-linter/super-linter/slim@v7
-        env:
-          DEFAULT_BRANCH: main
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          IGNORE_GENERATED_FILES: true
-          IGNORE_GITIGNORED_FILES: true
-          # EditorConfig validation
-          VALIDATE_EDITORCONFIG: true
-          EDITORCONFIG_FILE_NAME: editorconfig-checker.json

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

@@ -18,7 +18,7 @@ jobs:
 
     strategy:
       matrix:
-        node-version: [16, 18, 20, 22]
+        node-version: [16, 18, 20]
 
     defaults:
       run:
@@ -27,6 +27,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
         with:
+          fetch-depth: 0
           persist-credentials: false
 
       - name: Use Node.js ${{ matrix.node-version }}

.github/workflows/translate-i18n-base-on-english.yml

@@ -33,7 +33,7 @@ jobs:
 
       - name: Set up Node.js
         if: env.FILES_CHANGED == 'true'
-        uses: actions/setup-node@v4
+        uses: actions/setup-node@v2
         with:
           node-version: 'lts/*'
 

.github/workflows/vdb-tests.yml

@@ -8,7 +8,7 @@ on:
       - api/core/rag/datasource/**
       - docker/**
       - .github/workflows/vdb-tests.yml
-      - api/uv.lock
+      - api/poetry.lock
       - api/pyproject.toml
 
 concurrency:
@@ -29,19 +29,22 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
         with:
+          fetch-depth: 0
           persist-credentials: false
 
-      - name: Setup UV and Python
-        uses: ./.github/actions/setup-uv
+      - name: Setup Poetry and Python ${{ matrix.python-version }}
+        uses: ./.github/actions/setup-poetry
         with:
           python-version: ${{ matrix.python-version }}
-          uv-lockfile: api/uv.lock
+          poetry-lockfile: api/poetry.lock
 
-      - name: Check UV lockfile
-        run: uv lock --project api --check
+      - name: Check Poetry lockfile
+        run: |
+          poetry check -C api --lock
+          poetry show -C api
 
       - name: Install dependencies
-        run: uv sync --project api --dev
+        run: poetry install -C api --with dev
 
       - name: Set up dotenvs
         run: |
@@ -73,11 +76,12 @@ jobs:
             milvus-standalone
             pgvecto-rs
             pgvector
+            opengauss
             chroma
             elasticsearch
 
       - name: Check TiDB Ready
-        run: uv run --project api python api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
+        run: poetry run -P api python api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
 
       - name: Test Vector Stores
-        run: uv run --project api bash dev/pytest/pytest_vdb.sh
+        run: poetry run -P api bash dev/pytest/pytest_vdb.sh

.github/workflows/web-tests.yml

@@ -23,6 +23,7 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
         with:
+          fetch-depth: 0
           persist-credentials: false
 
       - name: Check changed files
@@ -30,26 +31,25 @@ jobs:
         uses: tj-actions/changed-files@v45
         with:
           files: web/**
+      # to run pnpm, should install package canvas, but it always install failed on amd64 under ubuntu-latest
+      # - name: Install pnpm
+      #   uses: pnpm/action-setup@v4
+      #   with:
+      #     version: 10
+      #     run_install: false
 
-      - name: Install pnpm
-        if: steps.changed-files.outputs.any_changed == 'true'
-        uses: pnpm/action-setup@v4
-        with:
-          version: 10
-          run_install: false
+      # - name: Setup Node.js
+      #   uses: actions/setup-node@v4
+      #   if: steps.changed-files.outputs.any_changed == 'true'
+      #   with:
+      #     node-version: 20
+      #     cache: pnpm
+      #     cache-dependency-path: ./web/package.json
 
-      - name: Setup Node.js
-        uses: actions/setup-node@v4
-        if: steps.changed-files.outputs.any_changed == 'true'
-        with:
-          node-version: 22
-          cache: pnpm
-          cache-dependency-path: ./web/package.json
+      # - name: Install dependencies
+      #   if: steps.changed-files.outputs.any_changed == 'true'
+      #   run: pnpm install --frozen-lockfile
 
-      - name: Install dependencies
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: pnpm install --frozen-lockfile
-
-      - name: Run tests
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: pnpm test
+      # - name: Run tests
+      #   if: steps.changed-files.outputs.any_changed == 'true'
+      #   run: pnpm test

.gitignore

@@ -46,7 +46,6 @@ htmlcov/
 .cache
 nosetests.xml
 coverage.xml
-coverage.json
 *.cover
 *.py,cover
 .hypothesis/
@@ -104,7 +103,6 @@ celerybeat.pid
 
 # Environments
 .env
-.env-local
 .venv
 env/
 venv/

CONTRIBUTING.md

@@ -18,7 +18,7 @@ Need to update an existing model runtime, tool, or squash some bugs? Head over t
 
 Join the fun, contribute, and let's build something awesome together! 💡✨
 
-Don't forget to link an existing issue or open a new issue in the PR's description.
+Don't forget to link an existing issue or open an new issue in the PR's description.
 
 ### Bug reports
 
@@ -68,7 +68,7 @@ How we prioritize:
 4. Please add tests for your changes accordingly
 5. Ensure your code passes the existing tests
 6. Please link the issue in the PR description, `fixes #<issue_number>`
-7. Get merged! 
+7. Get merrged! 
 ### Setup the project
 
 #### Frontend
@@ -90,4 +90,4 @@ We recommend reviewing this document carefully before proceeding with the setup,
 Feel free to reach out if you encounter any issues during the setup process.
 ## Getting Help
 
-If you ever get stuck or get 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.
+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

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

CONTRIBUTING_ES.md

@@ -1,93 +0,0 @@
-# CONTRIBUIR
-
-Así que estás buscando contribuir a Dify - eso es fantástico, estamos ansiosos por ver lo que haces. Como una startup con personal y financiación limitados, tenemos grandes ambiciones de diseñar el flujo de trabajo más intuitivo para construir y gestionar aplicaciones LLM. Cualquier ayuda de la comunidad cuenta, realmente.
-
-Necesitamos ser ágiles y enviar rápidamente dado donde estamos, pero también queremos asegurarnos de que colaboradores como tú obtengan una experiencia lo más fluida posible al contribuir. Hemos elaborado esta guía de contribución con ese propósito, con el objetivo de familiarizarte con la base de código y cómo trabajamos con los colaboradores, para que puedas pasar rápidamente a la parte divertida.
-
-Esta guía, como Dify mismo, es un trabajo en constante progreso. Agradecemos mucho tu comprensión si a veces se queda atrás del proyecto real, y damos la bienvenida a cualquier comentario para que podamos mejorar.
-
-En términos de licencia, por favor tómate un minuto para leer nuestro breve [Acuerdo de Licencia y Colaborador](./LICENSE). La comunidad también se adhiere al [código de conducta](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
-
-## Antes de empezar
-
-¿Buscas algo en lo que trabajar? Explora nuestros [buenos primeros issues](https://github.com/langgenius/dify/issues?q=is%3Aissue%20state%3Aopen%20label%3A%22good%20first%20issue%22) y elige uno para comenzar.
-
-¿Tienes un nuevo modelo o herramienta genial para añadir? Abre un PR en nuestro [repositorio de plugins](https://github.com/langgenius/dify-plugins) y muéstranos lo que has construido.
-
-¿Necesitas actualizar un modelo existente, herramienta o corregir algunos errores? Dirígete a nuestro [repositorio oficial de plugins](https://github.com/langgenius/dify-official-plugins) y haz tu magia.
-
-¡Únete a la diversión, contribuye y construyamos algo increíble juntos! 💡✨
-
-No olvides vincular un issue existente o abrir uno nuevo en la descripción del PR.
-
-### Informes de errores
-
-> [!IMPORTANT]
-> Por favor, asegúrate de incluir la siguiente información al enviar un informe de error:
-
-- Un título claro y descriptivo
-- Una descripción detallada del error, incluyendo cualquier mensaje de error
-- Pasos para reproducir el error
-- Comportamiento esperado
-- **Logs**, si están disponibles, para problemas del backend, esto es realmente importante, puedes encontrarlos en los logs de docker-compose
-- Capturas de pantalla o videos, si es aplicable
-
-Cómo priorizamos:
-
-  | Tipo de Issue                                                | Prioridad       |
-  | ------------------------------------------------------------ | --------------- |
-  | Errores en funciones principales (servicio en la nube, no poder iniciar sesión, aplicaciones que no funcionan, fallos de seguridad) | Crítica         |
-  | Errores no críticos, mejoras de rendimiento                 | Prioridad Media |
-  | Correcciones menores (errores tipográficos, UI confusa pero funcional) | Prioridad Baja  |
-
-### Solicitudes de funcionalidades
-
-> [!NOTE]
-> Por favor, asegúrate de incluir la siguiente información al enviar una solicitud de funcionalidad:
-
-- Un título claro y descriptivo
-- Una descripción detallada de la funcionalidad
-- Un caso de uso para la funcionalidad
-- Cualquier otro contexto o capturas de pantalla sobre la solicitud de funcionalidad
-
-Cómo priorizamos:
-
-  | Tipo de Funcionalidad                                        | Prioridad       |
-  | ------------------------------------------------------------ | --------------- |
-  | Funcionalidades de alta prioridad etiquetadas por un miembro del equipo | Prioridad Alta  |
-  | Solicitudes populares de funcionalidades de nuestro [tablero de comentarios de la comunidad](https://github.com/langgenius/dify/discussions/categories/feedbacks) | Prioridad Media |
-  | Funcionalidades no principales y mejoras menores            | Prioridad Baja  |
-  | Valiosas pero no inmediatas                                 | Futura-Funcionalidad |
-## Enviando tu PR
-
-### Proceso de Pull Request
-
-1. Haz un fork del repositorio
-2. Antes de redactar un PR, por favor crea un issue para discutir los cambios que quieres hacer
-3. Crea una nueva rama para tus cambios
-4. Por favor añade pruebas para tus cambios en consecuencia
-5. Asegúrate de que tu código pasa las pruebas existentes
-6. Por favor vincula el issue en la descripción del PR, `fixes #<número_del_issue>`
-7. ¡Fusiona tu código!
-### Configuración del proyecto
-
-#### Frontend
-
-Para configurar el servicio frontend, por favor consulta nuestra [guía completa](https://github.com/langgenius/dify/blob/main/web/README.md) en el archivo `web/README.md`. Este documento proporciona instrucciones detalladas para ayudarte a configurar el entorno frontend correctamente.
-
-#### Backend
-
-Para configurar el servicio backend, por favor consulta nuestras [instrucciones detalladas](https://github.com/langgenius/dify/blob/main/api/README.md) en el archivo `api/README.md`. Este documento contiene una guía paso a paso para ayudarte a poner en marcha el backend sin problemas.
-
-#### Otras cosas a tener en cuenta
-
-Recomendamos revisar este documento cuidadosamente antes de proceder con la configuración, ya que contiene información esencial sobre:
-- Requisitos previos y dependencias
-- Pasos de instalación
-- Detalles de configuración
-- Consejos comunes de solución de problemas
-
-No dudes en contactarnos si encuentras algún problema durante el proceso de configuración.
-## Obteniendo Ayuda
-
-Si alguna vez te quedas atascado o tienes una pregunta urgente mientras contribuyes, simplemente envíanos tus consultas a través del issue relacionado de GitHub, o únete a nuestro [Discord](https://discord.gg/8Tpq4AcN9c) para una charla rápida. 

CONTRIBUTING_FR.md

@@ -1,93 +0,0 @@
-# CONTRIBUER
-
-Vous cherchez donc à contribuer à Dify - c'est fantastique, nous avons hâte de voir ce que vous allez faire. En tant que startup avec un personnel et un financement limités, nous avons de grandes ambitions pour concevoir le flux de travail le plus intuitif pour construire et gérer des applications LLM. Toute aide de la communauté compte, vraiment.
-
-Nous devons être agiles et livrer rapidement compte tenu de notre position, mais nous voulons aussi nous assurer que des contributeurs comme vous obtiennent une expérience aussi fluide que possible lors de leur contribution. Nous avons élaboré ce guide de contribution dans ce but, visant à vous familiariser avec la base de code et comment nous travaillons avec les contributeurs, afin que vous puissiez rapidement passer à la partie amusante.
-
-Ce guide, comme Dify lui-même, est un travail en constante évolution. Nous apprécions grandement votre compréhension si parfois il est en retard par rapport au projet réel, et nous accueillons tout commentaire pour nous aider à nous améliorer.
-
-En termes de licence, veuillez prendre une minute pour lire notre bref [Accord de Licence et de Contributeur](./LICENSE). La communauté adhère également au [code de conduite](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
-
-## Avant de vous lancer
-
-Vous cherchez quelque chose à réaliser ? Parcourez nos [problèmes pour débutants](https://github.com/langgenius/dify/issues?q=is%3Aissue%20state%3Aopen%20label%3A%22good%20first%20issue%22) et choisissez-en un pour commencer !
-
-Vous avez un nouveau modèle ou un nouvel outil à ajouter ? Ouvrez une PR dans notre [dépôt de plugins](https://github.com/langgenius/dify-plugins) et montrez-nous ce que vous avez créé.
-
-Vous devez mettre à jour un modèle existant, un outil ou corriger des bugs ? Rendez-vous sur notre [dépôt officiel de plugins](https://github.com/langgenius/dify-official-plugins) et faites votre magie !
-
-Rejoignez l'aventure, contribuez, et construisons ensemble quelque chose d'extraordinaire ! 💡✨
-
-N'oubliez pas de lier un problème existant ou d'ouvrir un nouveau problème dans la description de votre PR.
-
-### Rapports de bugs
-
-> [!IMPORTANT]
-> Veuillez vous assurer d'inclure les informations suivantes lors de la soumission d'un rapport de bug :
-
-- Un titre clair et descriptif
-- Une description détaillée du bug, y compris tous les messages d'erreur
-- Les étapes pour reproduire le bug
-- Comportement attendu
-- **Logs**, si disponibles, pour les problèmes de backend, c'est vraiment important, vous pouvez les trouver dans les logs de docker-compose
-- Captures d'écran ou vidéos, si applicable
-
-Comment nous priorisons :
-
-  | Type de Problème                                              | Priorité        |
-  | ------------------------------------------------------------ | --------------- |
-  | Bugs dans les fonctions principales (service cloud, impossibilité de se connecter, applications qui ne fonctionnent pas, failles de sécurité) | Critique        |
-  | Bugs non critiques, améliorations de performance             | Priorité Moyenne |
-  | Corrections mineures (fautes de frappe, UI confuse mais fonctionnelle) | Priorité Basse  |
-
-### Demandes de fonctionnalités
-
-> [!NOTE]
-> Veuillez vous assurer d'inclure les informations suivantes lors de la soumission d'une demande de fonctionnalité :
-
-- Un titre clair et descriptif
-- Une description détaillée de la fonctionnalité
-- Un cas d'utilisation pour la fonctionnalité
-- Tout autre contexte ou captures d'écran concernant la demande de fonctionnalité
-
-Comment nous priorisons :
-
-  | Type de Fonctionnalité                                        | Priorité        |
-  | ------------------------------------------------------------ | --------------- |
-  | Fonctionnalités hautement prioritaires étiquetées par un membre de l'équipe | Priorité Haute  |
-  | Demandes populaires de fonctionnalités de notre [tableau de feedback communautaire](https://github.com/langgenius/dify/discussions/categories/feedbacks) | Priorité Moyenne |
-  | Fonctionnalités non essentielles et améliorations mineures   | Priorité Basse  |
-  | Précieuses mais non immédiates                               | Fonctionnalité Future |
-## Soumettre votre PR
-
-### Processus de Pull Request
-
-1. Forkez le dépôt
-2. Avant de rédiger une PR, veuillez créer un problème pour discuter des changements que vous souhaitez apporter
-3. Créez une nouvelle branche pour vos changements
-4. Veuillez ajouter des tests pour vos changements en conséquence
-5. Assurez-vous que votre code passe les tests existants
-6. Veuillez lier le problème dans la description de la PR, `fixes #<numéro_du_problème>`
-7. Faites fusionner votre code !
-### Configuration du projet
-
-#### Frontend
-
-Pour configurer le service frontend, veuillez consulter notre [guide complet](https://github.com/langgenius/dify/blob/main/web/README.md) dans le fichier `web/README.md`. Ce document fournit des instructions détaillées pour vous aider à configurer correctement l'environnement frontend.
-
-#### Backend
-
-Pour configurer le service backend, veuillez consulter nos [instructions détaillées](https://github.com/langgenius/dify/blob/main/api/README.md) dans le fichier `api/README.md`. Ce document contient un guide étape par étape pour vous aider à faire fonctionner le backend sans problème.
-
-#### Autres choses à noter
-
-Nous recommandons de revoir attentivement ce document avant de procéder à la configuration, car il contient des informations essentielles sur :
-- Prérequis et dépendances
-- Étapes d'installation
-- Détails de configuration
-- Conseils courants de dépannage
-
-N'hésitez pas à nous contacter si vous rencontrez des problèmes pendant le processus de configuration.
-## Obtenir de l'aide
-
-Si jamais vous êtes bloqué ou avez une question urgente en contribuant, envoyez-nous simplement vos questions via le problème GitHub concerné, ou rejoignez notre [Discord](https://discord.gg/8Tpq4AcN9c) pour une discussion rapide. 

CONTRIBUTING_KR.md

@@ -1,93 +0,0 @@
-# 기여하기
-
-Dify에 기여하려고 하시는군요 - 정말 멋집니다, 당신이 무엇을 할지 기대가 됩니다. 인력과 자금이 제한된 스타트업으로서, 우리는 LLM 애플리케이션을 구축하고 관리하기 위한 가장 직관적인 워크플로우를 설계하고자 하는 큰 야망을 가지고 있습니다. 커뮤니티의 모든 도움은 정말 중요합니다.
-
-우리는 현재 상황에서 민첩하게 빠르게 배포해야 하지만, 동시에 당신과 같은 기여자들이 기여하는 과정에서 최대한 원활한 경험을 얻을 수 있도록 하고 싶습니다. 우리는 이러한 목적으로 이 기여 가이드를 작성했으며, 여러분이 코드베이스와 우리가 기여자들과 어떻게 협업하는지에 대해 친숙해질 수 있도록 돕고, 빠르게 재미있는 부분으로 넘어갈 수 있도록 하고자 합니다.
-
-이 가이드는 Dify 자체와 마찬가지로 끊임없이 진행 중인 작업입니다. 때로는 실제 프로젝트보다 뒤처질 수 있다는 점을 이해해 주시면 감사하겠으며, 개선을 위한 피드백은 언제든지 환영합니다.
-
-라이센스 측면에서, 간략한 [라이센스 및 기여자 동의서](./LICENSE)를 읽어보는 시간을 가져주세요. 커뮤니티는 또한 [행동 강령](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md)을 준수합니다.
-
-## 시작하기 전에
-
-처리할 작업을 찾고 계신가요? [초보자를 위한 이슈](https://github.com/langgenius/dify/issues?q=is%3Aissue%20state%3Aopen%20label%3A%22good%20first%20issue%22)를 살펴보고 시작할 것을 선택하세요!
-
-추가할 새로운 모델 런타임이나 도구가 있나요? 우리의 [플러그인 저장소](https://github.com/langgenius/dify-plugins)에 PR을 열고 당신이 만든 것을 보여주세요.
-
-기존 모델 런타임, 도구를 업데이트하거나 버그를 수정해야 하나요? 우리의 [공식 플러그인 저장소](https://github.com/langgenius/dify-official-plugins)로 가서 당신의 마법을 펼치세요!
-
-함께 즐기고, 기여하고, 멋진 것을 함께 만들어 봅시다! 💡✨
-
-PR 설명에 기존 이슈를 연결하거나 새 이슈를 여는 것을 잊지 마세요.
-
-### 버그 보고
-
-> [!IMPORTANT]
-> 버그 보고서를 제출할 때 다음 정보를 포함해 주세요:
-
-- 명확하고 설명적인 제목
-- 오류 메시지를 포함한 버그에 대한 상세한 설명
-- 버그를 재현하는 단계
-- 예상되는 동작
-- 가능한 경우 **로그**, 백엔드 이슈의 경우 매우 중요합니다. docker-compose 로그에서 찾을 수 있습니다
-- 해당되는 경우 스크린샷 또는 비디오
-
-우선순위 결정 방법:
-
-  | 이슈 유형                                                     | 우선순위        |
-  | ------------------------------------------------------------ | --------------- |
-  | 핵심 기능의 버그(클라우드 서비스, 로그인 불가, 애플리케이션 작동 불능, 보안 취약점) | 중대            |
-  | 비중요 버그, 성능 향상                                        | 중간 우선순위   |
-  | 사소한 수정(오타, 혼란스럽지만 작동하는 UI)                    | 낮은 우선순위   |
-
-### 기능 요청
-
-> [!NOTE]
-> 기능 요청을 제출할 때 다음 정보를 포함해 주세요:
-
-- 명확하고 설명적인 제목
-- 기능에 대한 상세한 설명
-- 해당 기능의 사용 사례
-- 기능 요청에 관한 기타 컨텍스트 또는 스크린샷
-
-우선순위 결정 방법:
-
-  | 기능 유형                                                     | 우선순위        |
-  | ------------------------------------------------------------ | --------------- |
-  | 팀 구성원에 의해 레이블이 지정된 고우선순위 기능               | 높은 우선순위   |
-  | 우리의 [커뮤니티 피드백 보드](https://github.com/langgenius/dify/discussions/categories/feedbacks)에서 인기 있는 기능 요청 | 중간 우선순위   |
-  | 비핵심 기능 및 사소한 개선                                     | 낮은 우선순위   |
-  | 가치 있지만 즉시 필요하지 않은 기능                            | 미래 기능       |
-## PR 제출하기
-
-### Pull Request 프로세스
-
-1. 저장소를 포크하세요
-2. PR을 작성하기 전에, 변경하고자 하는 내용에 대해 논의하기 위한 이슈를 생성해 주세요
-3. 변경 사항을 위한 새 브랜치를 만드세요
-4. 변경 사항에 대한 테스트를 적절히 추가해 주세요
-5. 코드가 기존 테스트를 통과하는지 확인하세요
-6. PR 설명에 이슈를 연결해 주세요, `fixes #<이슈_번호>`
-7. 병합 완료!
-### 프로젝트 설정하기
-
-#### 프론트엔드
-
-프론트엔드 서비스를 설정하려면, `web/README.md` 파일에 있는 우리의 [종합 가이드](https://github.com/langgenius/dify/blob/main/web/README.md)를 참조하세요. 이 문서는 프론트엔드 환경을 적절히 설정하는 데 도움이 되는 자세한 지침을 제공합니다.
-
-#### 백엔드
-
-백엔드 서비스를 설정하려면, `api/README.md` 파일에 있는 우리의 [상세 지침](https://github.com/langgenius/dify/blob/main/api/README.md)을 참조하세요. 이 문서는 백엔드를 원활하게 실행하는 데 도움이 되는 단계별 가이드를 포함하고 있습니다.
-
-#### 기타 참고 사항
-
-설정을 진행하기 전에 이 문서를 주의 깊게 검토하는 것을 권장합니다. 다음과 같은 필수 정보가 포함되어 있습니다:
-- 필수 조건 및 종속성
-- 설치 단계
-- 구성 세부 정보
-- 일반적인 문제 해결 팁
-
-설정 과정에서 문제가 발생하면 언제든지 연락해 주세요.
-## 도움 받기
-
-기여하는 동안 막히거나 긴급한 질문이 있으면, 관련 GitHub 이슈를 통해 질문을 보내거나, 빠른 대화를 위해 우리의 [Discord](https://discord.gg/8Tpq4AcN9c)에 참여하세요. 

CONTRIBUTING_PT.md

@@ -1,93 +0,0 @@
-# CONTRIBUINDO
-
-Então você está procurando contribuir para o Dify - isso é incrível, mal podemos esperar para ver o que você vai fazer. Como uma startup com equipe e financiamento limitados, temos grandes ambições de projetar o fluxo de trabalho mais intuitivo para construir e gerenciar aplicações LLM. Qualquer ajuda da comunidade conta, verdadeiramente.
-
-Precisamos ser ágeis e entregar rapidamente considerando onde estamos, mas também queremos garantir que colaboradores como você tenham uma experiência o mais tranquila possível ao contribuir. Montamos este guia de contribuição com esse propósito, visando familiarizá-lo com a base de código e como trabalhamos com os colaboradores, para que você possa rapidamente passar para a parte divertida.
-
-Este guia, como o próprio Dify, é um trabalho em constante evolução. Agradecemos muito a sua compreensão se às vezes ele ficar atrasado em relação ao projeto real, e damos as boas-vindas a qualquer feedback para que possamos melhorar.
-
-Em termos de licenciamento, por favor, dedique um minuto para ler nosso breve [Acordo de Licença e Contribuidor](./LICENSE). A comunidade também adere ao [código de conduta](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md).
-
-## Antes de começar
-
-Procurando algo para resolver? Navegue por nossos [problemas para iniciantes](https://github.com/langgenius/dify/issues?q=is%3Aissue%20state%3Aopen%20label%3A%22good%20first%20issue%22) e escolha um para começar!
-
-Tem um novo modelo ou ferramenta para adicionar? Abra um PR em nosso [repositório de plugins](https://github.com/langgenius/dify-plugins) e mostre-nos o que você construiu.
-
-Precisa atualizar um modelo existente, ferramenta ou corrigir alguns bugs? Vá para nosso [repositório oficial de plugins](https://github.com/langgenius/dify-official-plugins) e faça sua mágica!
-
-Junte-se à diversão, contribua e vamos construir algo incrível juntos! 💡✨
-
-Não se esqueça de vincular um problema existente ou abrir um novo problema na descrição do PR.
-
-### Relatórios de bugs
-
-> [!IMPORTANT]
-> Por favor, certifique-se de incluir as seguintes informações ao enviar um relatório de bug:
-
-- Um título claro e descritivo
-- Uma descrição detalhada do bug, incluindo quaisquer mensagens de erro
-- Passos para reproduzir o bug
-- Comportamento esperado
-- **Logs**, se disponíveis, para problemas de backend, isso é realmente importante, você pode encontrá-los nos logs do docker-compose
-- Capturas de tela ou vídeos, se aplicável
-
-Como priorizamos:
-
-  | Tipo de Problema                                              | Prioridade      |
-  | ------------------------------------------------------------ | --------------- |
-  | Bugs em funções centrais (serviço em nuvem, não conseguir fazer login, aplicações não funcionando, falhas de segurança) | Crítica         |
-  | Bugs não críticos, melhorias de desempenho                   | Prioridade Média |
-  | Correções menores (erros de digitação, interface confusa mas funcional) | Prioridade Baixa |
-
-### Solicitações de recursos
-
-> [!NOTE]
-> Por favor, certifique-se de incluir as seguintes informações ao enviar uma solicitação de recurso:
-
-- Um título claro e descritivo
-- Uma descrição detalhada do recurso
-- Um caso de uso para o recurso
-- Qualquer outro contexto ou capturas de tela sobre a solicitação de recurso
-
-Como priorizamos:
-
-  | Tipo de Recurso                                              | Prioridade      |
-  | ------------------------------------------------------------ | --------------- |
-  | Recursos de alta prioridade conforme rotulado por um membro da equipe | Prioridade Alta |
-  | Solicitações populares de recursos do nosso [quadro de feedback da comunidade](https://github.com/langgenius/dify/discussions/categories/feedbacks) | Prioridade Média |
-  | Recursos não essenciais e melhorias menores                  | Prioridade Baixa |
-  | Valiosos mas não imediatos                                  | Recurso Futuro  |
-## Enviando seu PR
-
-### Processo de Pull Request
-
-1. Faça um fork do repositório
-2. Antes de elaborar um PR, por favor crie um problema para discutir as mudanças que você quer fazer
-3. Crie um novo branch para suas alterações
-4. Por favor, adicione testes para suas alterações conforme apropriado
-5. Certifique-se de que seu código passa nos testes existentes
-6. Por favor, vincule o problema na descrição do PR, `fixes #<número_do_problema>`
-7. Faça o merge do seu código!
-### Configurando o projeto
-
-#### Frontend
-
-Para configurar o serviço frontend, por favor consulte nosso [guia abrangente](https://github.com/langgenius/dify/blob/main/web/README.md) no arquivo `web/README.md`. Este documento fornece instruções detalhadas para ajudá-lo a configurar o ambiente frontend adequadamente.
-
-#### Backend
-
-Para configurar o serviço backend, por favor consulte nossas [instruções detalhadas](https://github.com/langgenius/dify/blob/main/api/README.md) no arquivo `api/README.md`. Este documento contém um guia passo a passo para ajudá-lo a colocar o backend em funcionamento sem problemas.
-
-#### Outras coisas a observar
-
-Recomendamos revisar este documento cuidadosamente antes de prosseguir com a configuração, pois ele contém informações essenciais sobre:
-- Pré-requisitos e dependências
-- Etapas de instalação
-- Detalhes de configuração
-- Dicas comuns de solução de problemas
-
-Sinta-se à vontade para entrar em contato se encontrar quaisquer problemas durante o processo de configuração.
-## Obtendo Ajuda
-
-Se você ficar preso ou tiver uma dúvida urgente enquanto contribui, simplesmente envie suas perguntas através do problema relacionado no GitHub, ou entre no nosso [Discord](https://discord.gg/8Tpq4AcN9c) para uma conversa rápida. 

CONTRIBUTING_TR.md

@@ -1,93 +0,0 @@
-# KATKIDA BULUNMAK
-
-Demek Dify'a katkıda bulunmak istiyorsunuz - bu harika, ne yapacağınızı görmek için sabırsızlanıyoruz. Sınırlı personel ve finansmana sahip bir startup olarak, LLM uygulamaları oluşturmak ve yönetmek için en sezgisel iş akışını tasarlama konusunda büyük hedeflerimiz var. Topluluktan gelen her türlü yardım gerçekten önemli.
-
-Bulunduğumuz noktada çevik olmamız ve hızlı hareket etmemiz gerekiyor, ancak sizin gibi katkıda bulunanların mümkün olduğunca sorunsuz bir deneyim yaşamasını da sağlamak istiyoruz. Bu katkı rehberini bu amaçla hazırladık; sizi kod tabanıyla ve katkıda bulunanlarla nasıl çalıştığımızla tanıştırmayı, böylece hızlıca eğlenceli kısma geçebilmenizi hedefliyoruz.
-
-Bu rehber, Dify'ın kendisi gibi, sürekli gelişen bir çalışmadır. Bazen gerçek projenin gerisinde kalırsa anlayışınız için çok minnettarız ve gelişmemize yardımcı olacak her türlü geri bildirimi memnuniyetle karşılıyoruz.
-
-Lisanslama konusunda, lütfen kısa [Lisans ve Katkıda Bulunan Anlaşmamızı](./LICENSE) okumak için bir dakikanızı ayırın. Topluluk ayrıca [davranış kurallarına](https://github.com/langgenius/.github/blob/main/CODE_OF_CONDUCT.md) da uyar.
-
-## Başlamadan Önce
-
-Üzerinde çalışacak bir şey mi arıyorsunuz? [İlk katkıda bulunanlar için iyi sorunlarımıza](https://github.com/langgenius/dify/issues?q=is%3Aissue%20state%3Aopen%20label%3A%22good%20first%20issue%22) göz atın ve başlamak için birini seçin!
-
-Eklenecek harika bir yeni model runtime'ı veya aracınız mı var? [Eklenti depomuzda](https://github.com/langgenius/dify-plugins) bir PR açın ve ne yaptığınızı bize gösterin.
-
-Mevcut bir model runtime'ını, aracı güncellemek veya bazı hataları düzeltmek mi istiyorsunuz? [Resmi eklenti depomuza](https://github.com/langgenius/dify-official-plugins) gidin ve sihrinizi gösterin!
-
-Eğlenceye katılın, katkıda bulunun ve birlikte harika bir şeyler inşa edelim! 💡✨
-
-PR açıklamasında mevcut bir sorunu bağlamayı veya yeni bir sorun açmayı unutmayın.
-
-### Hata Raporları
-
-> [!IMPORTANT]
-> Lütfen bir hata raporu gönderirken aşağıdaki bilgileri dahil ettiğinizden emin olun:
-
-- Net ve açıklayıcı bir başlık
-- Hata mesajları dahil hatanın ayrıntılı bir açıklaması
-- Hatayı tekrarlamak için adımlar
-- Beklenen davranış
-- Mümkünse **Loglar**, backend sorunları için, bu gerçekten önemlidir, bunları docker-compose loglarında bulabilirsiniz
-- Uygunsa ekran görüntüleri veya videolar
-
-Nasıl önceliklendiriyoruz:
-
-  | Sorun Türü                                                    | Öncelik         |
-  | ------------------------------------------------------------ | --------------- |
-  | Temel işlevlerdeki hatalar (bulut hizmeti, giriş yapamama, çalışmayan uygulamalar, güvenlik açıkları) | Kritik          |
-  | Kritik olmayan hatalar, performans artışları                 | Orta Öncelik    |
-  | Küçük düzeltmeler (yazım hataları, kafa karıştırıcı ama çalışan UI) | Düşük Öncelik   |
-
-### Özellik İstekleri
-
-> [!NOTE]
-> Lütfen bir özellik isteği gönderirken aşağıdaki bilgileri dahil ettiğinizden emin olun:
-
-- Net ve açıklayıcı bir başlık
-- Özelliğin ayrıntılı bir açıklaması
-- Özellik için bir kullanım durumu
-- Özellik isteği hakkında diğer bağlamlar veya ekran görüntüleri
-
-Nasıl önceliklendiriyoruz:
-
-  | Özellik Türü                                                 | Öncelik         |
-  | ------------------------------------------------------------ | --------------- |
-  | Bir ekip üyesi tarafından etiketlenen Yüksek Öncelikli Özellikler | Yüksek Öncelik  |
-  | [Topluluk geri bildirim panosundan](https://github.com/langgenius/dify/discussions/categories/feedbacks) popüler özellik istekleri | Orta Öncelik    |
-  | Temel olmayan özellikler ve küçük geliştirmeler              | Düşük Öncelik   |
-  | Değerli ama acil olmayan                                     | Gelecek-Özellik |
-## PR'nizi Göndermek
-
-### Pull Request Süreci
-
-1. Depoyu fork edin
-2. Bir PR taslağı oluşturmadan önce, yapmak istediğiniz değişiklikleri tartışmak için lütfen bir sorun oluşturun
-3. Değişiklikleriniz için yeni bir dal oluşturun
-4. Lütfen değişiklikleriniz için uygun testler ekleyin
-5. Kodunuzun mevcut testleri geçtiğinden emin olun
-6. Lütfen PR açıklamasında sorunu bağlayın, `fixes #<sorun_numarası>`
-7. Kodunuzu birleştirin!
-### Projeyi Kurma
-
-#### Frontend
-
-Frontend hizmetini kurmak için, lütfen `web/README.md` dosyasındaki kapsamlı [rehberimize](https://github.com/langgenius/dify/blob/main/web/README.md) bakın. Bu belge, frontend ortamını düzgün bir şekilde kurmanıza yardımcı olacak ayrıntılı talimatlar sağlar.
-
-#### Backend
-
-Backend hizmetini kurmak için, lütfen `api/README.md` dosyasındaki detaylı [talimatlarımıza](https://github.com/langgenius/dify/blob/main/api/README.md) bakın. Bu belge, backend'i sorunsuz bir şekilde çalıştırmanıza yardımcı olacak adım adım bir kılavuz içerir.
-
-#### Dikkat Edilecek Diğer Şeyler
-
-Kuruluma geçmeden önce bu belgeyi dikkatlice incelemenizi öneririz, çünkü şunlar hakkında temel bilgiler içerir:
-- Ön koşullar ve bağımlılıklar
-- Kurulum adımları
-- Yapılandırma detayları
-- Yaygın sorun giderme ipuçları
-
-Kurulum süreci sırasında herhangi bir sorunla karşılaşırsanız bizimle iletişime geçmekten çekinmeyin.
-## Yardım Almak
-
-Katkıda bulunurken takılırsanız veya yanıcı bir sorunuz olursa, sorularınızı ilgili GitHub sorunu aracılığıyla bize gönderin veya hızlı bir sohbet için [Discord'umuza](https://discord.gg/8Tpq4AcN9c) katılın. 

LICENSE

@@ -10,6 +10,8 @@ a. Multi-tenant service: Unless explicitly authorized by Dify in writing, you ma
 b. LOGO and copyright information: In the process of using Dify's frontend, 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.
     - Frontend Definition: For the purposes of this license, the "frontend" of Dify includes all components located in the `web/` directory when running Dify from the raw source code, or the "web" image when running Dify with Docker.
 
+Please contact business@dify.ai by email to inquire about licensing matters.
+
 2. As a contributor, you should agree that:
 
 a. The producer can adjust the open-source agreement to be more strict or relaxed as deemed necessary.

README.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Introducing Dify Workflow File Upload: Recreate Google NotebookLM Podcast</a>
@@ -8,7 +8,7 @@
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Self-hosting</a> ·
   <a href="https://docs.dify.ai">Documentation</a> ·
-  <a href="https://dify.ai/pricing">Dify edition overview</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Enterprise inquiry</a>
 </p>
 
 <p align="center">
@@ -54,7 +54,7 @@
   <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
 </p>
 
-Dify is an open-source LLM app development platform. Its intuitive interface combines agentic AI workflow, RAG pipeline, agent capabilities, model management, observability features, and more, allowing you to quickly move from prototype to production.
+Dify is an open-source LLM app development platform. Its intuitive interface combines agentic AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
 
 ## Quick start
 
@@ -87,6 +87,8 @@ Please refer to our [FAQ](https://docs.dify.ai/getting-started/install-self-host
 **1. Workflow**:
 Build and test powerful AI workflows on a visual canvas, leveraging all the following features and beyond.
 
+https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
 **2. Comprehensive model support**:
 Seamless integration with hundreds of proprietary / open-source LLMs from dozens of inference providers and self-hosted solutions, covering GPT, Mistral, Llama3, and any OpenAI API-compatible models. A full list of supported model providers can be found [here](https://docs.dify.ai/getting-started/readme/model-providers).
 
@@ -186,7 +188,7 @@ All of Dify's offerings come with corresponding APIs, so you could effortlessly
 
 - **Dify for enterprise / organizations</br>**
   We provide additional enterprise-centric features. [Log your questions for us through this chatbot](https://udify.app/chat/22L1zSxg6yW1cWQg) or [send us an email](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) to discuss enterprise needs. </br>
-  > For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one click. It's an affordable AMI offering with the option to create apps with custom logo and branding.
+  > For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one-click. It's an affordable AMI offering with the option to create apps with custom logo and branding.
 
 ## Staying ahead
 
@@ -231,7 +233,7 @@ Deploy Dify to AWS with [CDK](https://aws.amazon.com/cdk/)
 For those who'd like to contribute code, see our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
 At the same time, please consider supporting Dify by sharing it on social media and at events and conferences.
 
-> We are looking for contributors to help translate Dify into languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
+> 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 & contact
 

README_AR.md

@@ -1,10 +1,10 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">الاستضافة الذاتية</a> ·
   <a href="https://docs.dify.ai">التوثيق</a> ·
-  <a href="https://dify.ai/pricing">نظرة عامة على منتجات Dify</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">استفسار الشركات (للإنجليزية فقط)</a>
 </p>
 
 <p align="center">
@@ -54,6 +54,8 @@
 
 **1. سير العمل**:  قم ببناء واختبار سير عمل الذكاء الاصطناعي القوي على قماش بصري، مستفيدًا من جميع الميزات التالية وأكثر.
 
+  <https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa>
+
 **2. الدعم الشامل للنماذج**: تكامل سلس مع مئات من LLMs الخاصة / مفتوحة المصدر من عشرات من موفري التحليل والحلول المستضافة ذاتيًا، مما يغطي GPT و Mistral و Llama3 وأي نماذج متوافقة مع واجهة OpenAI API. يمكن العثور على قائمة كاملة بمزودي النموذج المدعومين [هنا](https://docs.dify.ai/getting-started/readme/model-providers).
 
 ![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)

README_BN.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">ডিফাই ওয়ার্কফ্লো ফাইল আপলোড পরিচিতি: গুগল নোটবুক-এলএম পডকাস্ট পুনর্নির্মাণ</a>
@@ -8,7 +8,7 @@
   <a href="https://cloud.dify.ai">ডিফাই ক্লাউড</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">সেল্ফ-হোস্টিং</a> ·
   <a href="https://docs.dify.ai">ডকুমেন্টেশন</a> ·
-  <a href="https://dify.ai/pricing">Dify পণ্যের রূপভেদ</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">ব্যাবসায়িক অনুসন্ধান</a>
 </p>
 
 <p align="center">
@@ -84,6 +84,8 @@ docker compose up -d
 **১. ওয়ার্কফ্লো**:
     ভিজ্যুয়াল ক্যানভাসে  AI ওয়ার্কফ্লো তৈরি এবং পরীক্ষা করুন, নিম্নলিখিত সব ফিচার এবং  তার বাইরেও আরও অনেক কিছু ব্যবহার করে।
 
+  <https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa>
+
 **২.  মডেল সাপোর্ট**:
   GPT, Mistral, Llama3, এবং যেকোনো OpenAI API-সামঞ্জস্যপূর্ণ মডেলসহ, কয়েক ডজন ইনফারেন্স প্রদানকারী এবং সেল্ফ-হোস্টেড সমাধান থেকে শুরু করে প্রোপ্রাইটরি/ওপেন-সোর্স LLM-এর সাথে সহজে ইন্টিগ্রেশন। সমর্থিত মডেল প্রদানকারীদের একটি সম্পূর্ণ তালিকা পাওয়া যাবে [এখানে](https://docs.dify.ai/getting-started/readme/model-providers)।
 

README_CN.md

@@ -1,10 +1,10 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <div align="center">
   <a href="https://cloud.dify.ai">Dify 云服务</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">自托管</a> ·
   <a href="https://docs.dify.ai">文档</a> ·
-  <a href="https://dify.ai/pricing">Dify 产品形态总览</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">（需用英文）常见问题解答 / 联系团队</a>
 </div>
 
 <p align="center">
@@ -61,6 +61,11 @@ Dify 是一个开源的 LLM 应用开发平台。其直观的界面结合了 AI
 **1. 工作流**: 
   在画布上构建和测试功能强大的 AI 工作流程，利用以下所有功能以及更多功能。
 
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
 **2. 全面的模型支持**: 
   与数百种专有/开源 LLMs 以及数十种推理提供商和自托管解决方案无缝集成，涵盖 GPT、Mistral、Llama3 以及任何与 OpenAI API 兼容的模型。完整的支持模型提供商列表可在[此处](https://docs.dify.ai/getting-started/readme/model-providers)找到。
 
@@ -249,6 +254,8 @@ docker compose up -d
 - [Discord](https://discord.gg/FngNHpbcY7)。👉：分享您的应用程序并与社区交流。
 - [X(Twitter)](https://twitter.com/dify_ai)。👉：分享您的应用程序并与社区交流。
 - [商业许可](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry)。👉：有关商业用途许可 Dify.AI 的商业咨询。
+ - [微信]() 👉：扫描下方二维码，添加微信好友，备注 Dify，我们将邀请您加入 Dify 社区。  
+<img src="./images/wechat.png" alt="wechat" width="100"/>
 
 ## 安全问题
 

README_DE.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Einführung in Dify Workflow File Upload: Google NotebookLM Podcast nachbilden</a>
@@ -8,7 +8,7 @@
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Selbstgehostetes</a> ·
   <a href="https://docs.dify.ai">Dokumentation</a> ·
-  <a href="https://dify.ai/pricing">Überblick über die Dify-Produkte</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Anfrage an Unternehmen</a>
 </p>
 
 <p align="center">
@@ -83,6 +83,11 @@ Bitte beachten Sie unsere [FAQ](https://docs.dify.ai/getting-started/install-sel
 **1. Workflow**: 
   Erstellen und testen Sie leistungsstarke KI-Workflows auf einer visuellen Oberfläche, wobei Sie alle der folgenden Funktionen und darüber hinaus nutzen können.
 
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
 **2. Umfassende Modellunterstützung**: 
   Nahtlose Integration mit Hunderten von proprietären und Open-Source-LLMs von Dutzenden Inferenzanbietern und selbstgehosteten Lösungen, die GPT, Mistral, Llama3 und alle mit der OpenAI API kompatiblen Modelle abdecken. Eine vollständige Liste der unterstützten Modellanbieter finden Sie [hier](https://docs.dify.ai/getting-started/readme/model-providers).
 

README_ES.md

@@ -1,10 +1,10 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Auto-alojamiento</a> ·
   <a href="https://docs.dify.ai">Documentación</a> ·
-  <a href="https://dify.ai/pricing">Resumen de las ediciones de Dify</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Consultas empresariales (en inglés)</a>
 </p>
 
 <p align="center">
@@ -59,6 +59,11 @@ Dify es una plataforma de desarrollo de aplicaciones de LLM de código abierto.
 **1. Flujo de trabajo**: 
   Construye y prueba potentes flujos de trabajo de IA en un lienzo visual, aprovechando todas las siguientes características y más.
 
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
 **2. Soporte de modelos completo**: 
   Integración perfecta con cientos de LLMs propietarios / de código abierto de docenas de proveedores de inferencia y soluciones auto-alojadas, que cubren GPT, Mistral, Llama3 y cualquier modelo compatible con la API de OpenAI. Se puede encontrar una lista completa de proveedores de modelos admitidos [aquí](https://docs.dify.ai/getting-started/readme/model-providers).
 

README_FR.md

@@ -1,10 +1,10 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Auto-hébergement</a> ·
   <a href="https://docs.dify.ai">Documentation</a> ·
-  <a href="https://dify.ai/pricing">Présentation des différentes offres Dify</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Demande d’entreprise (en anglais seulement)</a>
 </p>
 
 <p align="center">
@@ -59,6 +59,11 @@ Dify est une plateforme de développement d'applications LLM open source. Son in
 **1. Flux de travail** : 
   Construisez et testez des flux de travail d'IA puissants sur un canevas visuel, en utilisant toutes les fonctionnalités suivantes et plus encore.
 
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
 **2. Prise en charge complète des modèles** : 
   Intégration transparente avec des centaines de LLM propriétaires / open source provenant de dizaines de fournisseurs d'inférence et de solutions auto-hébergées, couvrant GPT, Mistral, Llama3, et tous les modèles compatibles avec l'API OpenAI. Une liste complète des fournisseurs de modèles pris en charge se trouve [ici](https://docs.dify.ai/getting-started/readme/model-providers).
 

README_JA.md

@@ -1,10 +1,10 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">セルフホスティング</a> ·
   <a href="https://docs.dify.ai">ドキュメント</a> ·
-  <a href="https://dify.ai/pricing">Difyの各種エディションについて</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">企業のお問い合わせ（英語のみ）</a>
 </p>
 
 <p align="center">
@@ -60,6 +60,11 @@ DifyはオープンソースのLLMアプリケーション開発プラットフ
 **1. ワークフロー**:
   強力なAIワークフローをビジュアルキャンバス上で構築し、テストできます。すべての機能、および以下の機能を使用できます。
 
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
 **2. 総合的なモデルサポート**:
   数百ものプロプライエタリ/オープンソースのLLMと、数十もの推論プロバイダーおよびセルフホスティングソリューションとのシームレスな統合を提供します。GPT、Mistral、Llama3、OpenAI APIと互換性のあるすべてのモデルを統合されています。サポートされているモデルプロバイダーの完全なリストは[こちら](https://docs.dify.ai/getting-started/readme/model-providers)をご覧ください。
 

README_KL.md

@@ -1,10 +1,10 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Self-hosting</a> ·
   <a href="https://docs.dify.ai">Documentation</a> ·
-  <a href="https://dify.ai/pricing">Dify product editions</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Commercial enquiries</a>
 </p>
 
 <p align="center">
@@ -59,6 +59,11 @@ Dify is an open-source LLM app development platform. Its intuitive interface com
 **1. Workflow**: 
   Build and test powerful AI workflows on a visual canvas, leveraging all the following features and beyond.
 
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
 **2. Comprehensive model support**: 
   Seamless integration with hundreds of proprietary / open-source LLMs from dozens of inference providers and self-hosted solutions, covering GPT, Mistral, Llama3, and any OpenAI API-compatible models. A full list of supported model providers can be found [here](https://docs.dify.ai/getting-started/readme/model-providers).
 

README_KR.md

@@ -1,10 +1,10 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify 클라우드</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">셀프-호스팅</a> ·
   <a href="https://docs.dify.ai">문서</a> ·
-  <a href="https://dify.ai/pricing">Dify 제품 에디션 안내</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">기업 문의 (영어만 가능)</a>
 </p>
 
 <p align="center">
@@ -54,6 +54,11 @@
 **1. 워크플로우**:
     다음 기능들을 비롯한 다양한 기능을 활용하여 시각적 캔버스에서 강력한 AI 워크플로우를 구축하고 테스트하세요.
 
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
 **2. 포괄적인 모델 지원:**: 
 
 수십 개의 추론 제공업체와 자체 호스팅 솔루션에서 제공하는 수백 개의 독점 및 오픈 소스 LLM과 원활하게 통합되며, GPT, Mistral, Llama3 및 모든 OpenAI API 호환 모델을 포함합니다. 지원되는 모델 제공업체의 전체 목록은 [여기](https://docs.dify.ai/getting-started/readme/model-providers)에서 확인할 수 있습니다.

README_PT.md

@@ -1,4 +1,5 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Introduzindo o Dify Workflow com Upload de Arquivo: Recrie o Podcast Google NotebookLM</a>
 </p>
@@ -7,7 +8,7 @@
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Auto-hospedagem</a> ·
   <a href="https://docs.dify.ai">Documentação</a> ·
-  <a href="https://dify.ai/pricing">Visão geral das edições do Dify</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Consultas empresariais</a>
 </p>
 
 <p align="center">
@@ -58,6 +59,11 @@ Dify é uma plataforma de desenvolvimento de aplicativos LLM de código aberto.
 **1. Workflow**: 
   Construa e teste workflows poderosos de IA em uma interface visual, aproveitando todos os recursos a seguir e muito mais.
 
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
 **2. Suporte abrangente a modelos**: 
   Integração perfeita com centenas de LLMs proprietários e de código aberto de diversas provedoras e soluções auto-hospedadas, abrangendo GPT, Mistral, Llama3 e qualquer modelo compatível com a API da OpenAI. A lista completa de provedores suportados pode ser encontrada [aqui](https://docs.dify.ai/getting-started/readme/model-providers).
 

README_SI.md

@@ -1,254 +1,259 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
-
-<p align="center">
-  📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Predstavljamo nalaganje datotek Dify Workflow: znova ustvarite Google NotebookLM Podcast</a>
-</p>
-
-<p align="center">
-  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
-  <a href="https://docs.dify.ai/getting-started/install-self-hosted">Samostojno gostovanje</a> ·
-  <a href="https://docs.dify.ai">Dokumentacija</a> ·
-  <a href="https://dify.ai/pricing">Pregled ponudb izdelkov Dify</a>
-</p>
-
-<p align="center">
-    <a href="https://dify.ai" target="_blank">
-        <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
-    <a href="https://dify.ai/pricing" target="_blank">
-        <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
-    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
-        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
-            alt="chat on Discord"></a>
-    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
-        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
-            alt="follow on X(Twitter)"></a>
-    <a href="https://www.linkedin.com/company/langgenius/" target="_blank">
-        <img src="https://custom-icon-badges.demolab.com/badge/LinkedIn-0A66C2?logo=linkedin-white&logoColor=fff"
-            alt="follow on LinkedIn"></a>
-    <a href="https://hub.docker.com/u/langgenius" target="_blank">
-        <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
-    <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
-        <img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
-    <a href="https://github.com/langgenius/dify/" target="_blank">
-        <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
-    <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
-        <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
-</p>
-
-<p align="center">
-  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
-  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
-  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
-  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
-  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
-  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
-  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
-  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
-  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
-  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
-  <a href="./README_SI.md"><img alt="README Slovenščina" src="https://img.shields.io/badge/Sloven%C5%A1%C4%8Dina-d9d9d9"></a>
-  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
-</p>
-
-
-Dify je odprtokodna platforma za razvoj aplikacij LLM. Njegov intuitivni vmesnik združuje agentski potek dela z umetno inteligenco, cevovod RAG, zmogljivosti agentov, upravljanje modelov, funkcije opazovanja in več, kar vam omogoča hiter prehod od prototipa do proizvodnje. 
-
-## Hitri začetek
-> Preden namestite Dify, se prepričajte, da vaša naprava izpolnjuje naslednje minimalne sistemske zahteve:
-> 
->- CPU >= 2 Core
->- RAM >= 4 GiB
-
-</br>
-
-Najlažji način za zagon strežnika Dify je prek docker compose . Preden zaženete Dify z naslednjimi ukazi, se prepričajte, da sta Docker in Docker Compose nameščena na vašem računalniku:
-
-```bash
-cd dify
-cd docker
-cp .env.example .env
-docker compose up -d
-```
-
-Po zagonu lahko dostopate do nadzorne plošče Dify v brskalniku na [http://localhost/install](http://localhost/install) in začnete postopek inicializacije.
-
-#### Iskanje pomoči
-Prosimo, glejte naša pogosta vprašanja [FAQ](https://docs.dify.ai/getting-started/install-self-hosted/faqs) če naletite na težave pri nastavitvi Dify. Če imate še vedno težave, se obrnite na [skupnost ali nas](#community--contact).
-
-> Če želite prispevati k Difyju ali narediti dodaten razvoj, glejte naš vodnik za [uvajanje iz izvorne kode](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)
-
-## Ključne značilnosti
-**1. Potek dela**: 
-  Zgradite in preizkusite zmogljive poteke dela AI na vizualnem platnu, pri čemer izkoristite vse naslednje funkcije in več.
-
-**2. Celovita podpora za modele**: 
-  Brezhibna integracija s stotinami lastniških/odprtokodnih LLM-jev ducatov ponudnikov sklepanja in samostojnih rešitev, ki pokrivajo GPT, Mistral, Llama3 in vse modele, združljive z API-jem OpenAI. Celoten seznam podprtih ponudnikov modelov najdete [tukaj](https://docs.dify.ai/getting-started/readme/model-providers).
-
-![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
-
-
-**3. Prompt IDE**: 
-  intuitivni vmesnik za ustvarjanje pozivov, primerjavo zmogljivosti modela in dodajanje dodatnih funkcij, kot je pretvorba besedila v govor, aplikaciji, ki temelji na klepetu. 
-
-**4. RAG Pipeline**: 
-  E Obsežne zmogljivosti RAG, ki pokrivajo vse od vnosa dokumenta do priklica, s podporo za ekstrakcijo besedila iz datotek PDF, PPT in drugih običajnih formatov dokumentov.
-
-**5. Agent capabilities**: 
-  definirate lahko agente, ki temeljijo na klicanju funkcij LLM ali ReAct, in dodate vnaprej izdelana orodja ali orodja po meri za agenta. Dify ponuja več kot 50 vgrajenih orodij za agente AI, kot so Google Search, DALL·E, Stable Diffusion in WolframAlpha.
-
-**6. LLMOps**: 
-  Spremljajte in analizirajte dnevnike aplikacij in učinkovitost skozi čas. Pozive, nabore podatkov in modele lahko nenehno izboljšujete na podlagi proizvodnih podatkov in opomb.
-
-**7. Backend-as-a-Service**: 
-  AVse ponudbe Difyja so opremljene z ustreznimi API-ji, tako da lahko Dify brez težav integrirate v svojo poslovno logiko.
-
-## Primerjava Funkcij
-
-<table style="width: 100%;">
-  <tr>
-    <th align="center">Funkcija</th>
-    <th align="center">Dify.AI</th>
-    <th align="center">LangChain</th>
-    <th align="center">Flowise</th>
-    <th align="center">OpenAI Assistants API</th>
-  </tr>
-  <tr>
-    <td align="center">Programski pristop</td>
-    <td align="center">API + usmerjeno v aplikacije</td>
-    <td align="center">Python koda</td>
-    <td align="center">Usmerjeno v aplikacije</td>
-    <td align="center">Usmerjeno v API</td>
-  </tr>
-  <tr>
-    <td align="center">Podprti LLM-ji</td>
-    <td align="center">Bogata izbira</td>
-    <td align="center">Bogata izbira</td>
-    <td align="center">Bogata izbira</td>
-    <td align="center">Samo OpenAI</td>
-  </tr>
-  <tr>
-    <td align="center">RAG pogon</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-  </tr>
-  <tr>
-    <td align="center">Agent</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">✅</td>
-  </tr>
-  <tr>
-    <td align="center">Potek dela</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Spremljanje</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Funkcija za podjetja (SSO/nadzor dostopa)</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-    <td align="center">❌</td>
-  </tr>
-  <tr>
-    <td align="center">Lokalna namestitev</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">✅</td>
-    <td align="center">❌</td>
-  </tr>
-</table>
-
-## Uporaba Dify
-
-- **Cloud </br>**
-Gostimo storitev Dify Cloud za vsakogar, ki jo lahko preizkusite brez nastavitev. Zagotavlja vse zmožnosti različice za samostojno namestitev in vključuje 200 brezplačnih klicev GPT-4 v načrtu peskovnika.
-
-- **Self-hosting Dify Community Edition</br>**
-Hitro zaženite Dify v svojem okolju s tem [začetnim vodnikom](#quick-start) . Za dodatne reference in podrobnejša navodila uporabite našo [dokumentacijo](https://docs.dify.ai) .
-
-
-- **Dify za podjetja/organizacije</br>**
-Ponujamo dodatne funkcije, osredotočene na podjetja. Zabeležite svoja vprašanja prek tega klepetalnega robota ali nam pošljite e-pošto, da se pogovorimo o potrebah podjetja. </br>
-  > Za novoustanovljena podjetja in mala podjetja, ki uporabljajo AWS, si oglejte Dify Premium na AWS Marketplace in ga z enim klikom uvedite v svoj AWS VPC. To je cenovno ugodna ponudba AMI z možnostjo ustvarjanja aplikacij z logotipom in blagovno znamko po meri.
-
-
-## Staying ahead
-
-Star Dify on GitHub and be instantly notified of new releases.
-
-![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
-
-
-## Napredne nastavitve
-
-Če morate prilagoditi konfiguracijo, si oglejte komentarje v naši datoteki .env.example in posodobite ustrezne vrednosti v svoji .env datoteki. Poleg tega boste morda morali prilagoditi docker-compose.yamlsamo datoteko, na primer spremeniti različice slike, preslikave vrat ali namestitve nosilca, glede na vaše specifično okolje in zahteve za uvajanje. Po kakršnih koli spremembah ponovno zaženite docker-compose up -d. Celoten seznam razpoložljivih spremenljivk okolja najdete tukaj .
-
-Če želite konfigurirati visoko razpoložljivo nastavitev, so na voljo Helm Charts in datoteke YAML, ki jih prispeva skupnost, ki omogočajo uvedbo Difyja v Kubernetes.
-
-- [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
-- [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
-- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
-- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
-
-#### Uporaba Terraform za uvajanje
-
-namestite Dify v Cloud Platform z enim klikom z uporabo [terraform](https://www.terraform.io/)
-
-##### Azure Global
-- [Azure Terraform by @nikawang](https://github.com/nikawang/dify-azure-terraform)
-
-##### Google Cloud
-- [Google Cloud Terraform by @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
-
-#### Uporaba AWS CDK za uvajanje
-
-Uvedite Dify v AWS z uporabo [CDK](https://aws.amazon.com/cdk/)
-
-##### AWS 
-- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
-
-## Prispevam
-
-Za tiste, ki bi radi prispevali kodo, si oglejte naš vodnik za prispevke . Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah. 
-
-
-
-> Iščemo sodelavce za pomoč pri prevajanju Difyja v jezike, ki niso mandarinščina ali angleščina. Če želite pomagati, si oglejte i18n README za več informacij in nam pustite komentar v global-userskanalu našega strežnika skupnosti Discord .
-
-## Skupnost in stik
-
-* [Github Discussion](https://github.com/langgenius/dify/discussions). Najboljše za: izmenjavo povratnih informacij in postavljanje vprašanj.
-* [GitHub Issues](https://github.com/langgenius/dify/issues). Najboljše za: hrošče, na katere naletite pri uporabi Dify.AI, in predloge funkcij. Oglejte si naš [vodnik za prispevke](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
-* [Discord](https://discord.gg/FngNHpbcY7). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
-* [X(Twitter)](https://twitter.com/dify_ai). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
-
-**Contributors**
-
-<a href="https://github.com/langgenius/dify/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=langgenius/dify" />
-</a>
-
-## Star history
-
-[![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
-
-
-## Varnostno razkritje
-
-Zaradi zaščite vaše zasebnosti se izogibajte objavljanju varnostnih vprašanj na GitHub. Namesto tega pošljite vprašanja na security@dify.ai in zagotovili vam bomo podrobnejši odgovor.
-
-## Licenca
-
-To skladišče je na voljo pod [odprtokodno licenco Dify](LICENSE) , ki je v bistvu Apache 2.0 z nekaj dodatnimi omejitvami.
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+
+<p align="center">
+  📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Predstavljamo nalaganje datotek Dify Workflow: znova ustvarite Google NotebookLM Podcast</a>
+</p>
+
+<p align="center">
+  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
+  <a href="https://docs.dify.ai/getting-started/install-self-hosted">Samostojno gostovanje</a> ·
+  <a href="https://docs.dify.ai">Dokumentacija</a> ·
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Povpraševanje za podjetja</a>
+</p>
+
+<p align="center">
+    <a href="https://dify.ai" target="_blank">
+        <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
+    <a href="https://dify.ai/pricing" target="_blank">
+        <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
+    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
+        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
+            alt="chat on Discord"></a>
+    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
+        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
+            alt="follow on X(Twitter)"></a>
+    <a href="https://www.linkedin.com/company/langgenius/" target="_blank">
+        <img src="https://custom-icon-badges.demolab.com/badge/LinkedIn-0A66C2?logo=linkedin-white&logoColor=fff"
+            alt="follow on LinkedIn"></a>
+    <a href="https://hub.docker.com/u/langgenius" target="_blank">
+        <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
+    <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
+        <img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
+    <a href="https://github.com/langgenius/dify/" target="_blank">
+        <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
+    <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
+        <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
+</p>
+
+<p align="center">
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_SI.md"><img alt="README Slovenščina" src="https://img.shields.io/badge/Sloven%C5%A1%C4%8Dina-d9d9d9"></a>
+  <a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
+</p>
+
+
+Dify je odprtokodna platforma za razvoj aplikacij LLM. Njegov intuitivni vmesnik združuje agentski potek dela z umetno inteligenco, cevovod RAG, zmogljivosti agentov, upravljanje modelov, funkcije opazovanja in več, kar vam omogoča hiter prehod od prototipa do proizvodnje. 
+
+## Hitri začetek
+> Preden namestite Dify, se prepričajte, da vaša naprava izpolnjuje naslednje minimalne sistemske zahteve:
+> 
+>- CPU >= 2 Core
+>- RAM >= 4 GiB
+
+</br>
+
+Najlažji način za zagon strežnika Dify je prek docker compose . Preden zaženete Dify z naslednjimi ukazi, se prepričajte, da sta Docker in Docker Compose nameščena na vašem računalniku:
+
+```bash
+cd dify
+cd docker
+cp .env.example .env
+docker compose up -d
+```
+
+Po zagonu lahko dostopate do nadzorne plošče Dify v brskalniku na [http://localhost/install](http://localhost/install) in začnete postopek inicializacije.
+
+#### Iskanje pomoči
+Prosimo, glejte naša pogosta vprašanja [FAQ](https://docs.dify.ai/getting-started/install-self-hosted/faqs) če naletite na težave pri nastavitvi Dify. Če imate še vedno težave, se obrnite na [skupnost ali nas](#community--contact).
+
+> Če želite prispevati k Difyju ali narediti dodaten razvoj, glejte naš vodnik za [uvajanje iz izvorne kode](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)
+
+## Ključne značilnosti
+**1. Potek dela**: 
+  Zgradite in preizkusite zmogljive poteke dela AI na vizualnem platnu, pri čemer izkoristite vse naslednje funkcije in več.
+
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
+**2. Celovita podpora za modele**: 
+  Brezhibna integracija s stotinami lastniških/odprtokodnih LLM-jev ducatov ponudnikov sklepanja in samostojnih rešitev, ki pokrivajo GPT, Mistral, Llama3 in vse modele, združljive z API-jem OpenAI. Celoten seznam podprtih ponudnikov modelov najdete [tukaj](https://docs.dify.ai/getting-started/readme/model-providers).
+
+![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
+
+
+**3. Prompt IDE**: 
+  intuitivni vmesnik za ustvarjanje pozivov, primerjavo zmogljivosti modela in dodajanje dodatnih funkcij, kot je pretvorba besedila v govor, aplikaciji, ki temelji na klepetu. 
+
+**4. RAG Pipeline**: 
+  E Obsežne zmogljivosti RAG, ki pokrivajo vse od vnosa dokumenta do priklica, s podporo za ekstrakcijo besedila iz datotek PDF, PPT in drugih običajnih formatov dokumentov.
+
+**5. Agent capabilities**: 
+  definirate lahko agente, ki temeljijo na klicanju funkcij LLM ali ReAct, in dodate vnaprej izdelana orodja ali orodja po meri za agenta. Dify ponuja več kot 50 vgrajenih orodij za agente AI, kot so Google Search, DALL·E, Stable Diffusion in WolframAlpha.
+
+**6. LLMOps**: 
+  Spremljajte in analizirajte dnevnike aplikacij in učinkovitost skozi čas. Pozive, nabore podatkov in modele lahko nenehno izboljšujete na podlagi proizvodnih podatkov in opomb.
+
+**7. Backend-as-a-Service**: 
+  AVse ponudbe Difyja so opremljene z ustreznimi API-ji, tako da lahko Dify brez težav integrirate v svojo poslovno logiko.
+
+## Primerjava Funkcij
+
+<table style="width: 100%;">
+  <tr>
+    <th align="center">Funkcija</th>
+    <th align="center">Dify.AI</th>
+    <th align="center">LangChain</th>
+    <th align="center">Flowise</th>
+    <th align="center">OpenAI Assistants API</th>
+  </tr>
+  <tr>
+    <td align="center">Programski pristop</td>
+    <td align="center">API + usmerjeno v aplikacije</td>
+    <td align="center">Python koda</td>
+    <td align="center">Usmerjeno v aplikacije</td>
+    <td align="center">Usmerjeno v API</td>
+  </tr>
+  <tr>
+    <td align="center">Podprti LLM-ji</td>
+    <td align="center">Bogata izbira</td>
+    <td align="center">Bogata izbira</td>
+    <td align="center">Bogata izbira</td>
+    <td align="center">Samo OpenAI</td>
+  </tr>
+  <tr>
+    <td align="center">RAG pogon</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+  </tr>
+  <tr>
+    <td align="center">Agent</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+    <td align="center">✅</td>
+  </tr>
+  <tr>
+    <td align="center">Potek dela</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+  </tr>
+  <tr>
+    <td align="center">Spremljanje</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+    <td align="center">❌</td>
+  </tr>
+  <tr>
+    <td align="center">Funkcija za podjetja (SSO/nadzor dostopa)</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+    <td align="center">❌</td>
+    <td align="center">❌</td>
+  </tr>
+  <tr>
+    <td align="center">Lokalna namestitev</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">✅</td>
+    <td align="center">❌</td>
+  </tr>
+</table>
+
+## Uporaba Dify
+
+- **Cloud </br>**
+Gostimo storitev Dify Cloud za vsakogar, ki jo lahko preizkusite brez nastavitev. Zagotavlja vse zmožnosti različice za samostojno namestitev in vključuje 200 brezplačnih klicev GPT-4 v načrtu peskovnika.
+
+- **Self-hosting Dify Community Edition</br>**
+Hitro zaženite Dify v svojem okolju s tem [začetnim vodnikom](#quick-start) . Za dodatne reference in podrobnejša navodila uporabite našo [dokumentacijo](https://docs.dify.ai) .
+
+
+- **Dify za podjetja/organizacije</br>**
+Ponujamo dodatne funkcije, osredotočene na podjetja. Zabeležite svoja vprašanja prek tega klepetalnega robota ali nam pošljite e-pošto, da se pogovorimo o potrebah podjetja. </br>
+  > Za novoustanovljena podjetja in mala podjetja, ki uporabljajo AWS, si oglejte Dify Premium na AWS Marketplace in ga z enim klikom uvedite v svoj AWS VPC. To je cenovno ugodna ponudba AMI z možnostjo ustvarjanja aplikacij z logotipom in blagovno znamko po meri.
+
+
+## Staying ahead
+
+Star Dify on GitHub and be instantly notified of new releases.
+
+![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
+
+
+## Napredne nastavitve
+
+Če morate prilagoditi konfiguracijo, si oglejte komentarje v naši datoteki .env.example in posodobite ustrezne vrednosti v svoji .env datoteki. Poleg tega boste morda morali prilagoditi docker-compose.yamlsamo datoteko, na primer spremeniti različice slike, preslikave vrat ali namestitve nosilca, glede na vaše specifično okolje in zahteve za uvajanje. Po kakršnih koli spremembah ponovno zaženite docker-compose up -d. Celoten seznam razpoložljivih spremenljivk okolja najdete tukaj .
+
+Če želite konfigurirati visoko razpoložljivo nastavitev, so na voljo Helm Charts in datoteke YAML, ki jih prispeva skupnost, ki omogočajo uvedbo Difyja v Kubernetes.
+
+- [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
+- [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
+- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
+- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
+
+#### Uporaba Terraform za uvajanje
+
+namestite Dify v Cloud Platform z enim klikom z uporabo [terraform](https://www.terraform.io/)
+
+##### Azure Global
+- [Azure Terraform by @nikawang](https://github.com/nikawang/dify-azure-terraform)
+
+##### Google Cloud
+- [Google Cloud Terraform by @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
+
+#### Uporaba AWS CDK za uvajanje
+
+Uvedite Dify v AWS z uporabo [CDK](https://aws.amazon.com/cdk/)
+
+##### AWS 
+- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
+
+## Prispevam
+
+Za tiste, ki bi radi prispevali kodo, si oglejte naš vodnik za prispevke . Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah. 
+
+
+
+> Iščemo sodelavce za pomoč pri prevajanju Difyja v jezike, ki niso mandarinščina ali angleščina. Če želite pomagati, si oglejte i18n README za več informacij in nam pustite komentar v global-userskanalu našega strežnika skupnosti Discord .
+
+## Skupnost in stik
+
+* [Github Discussion](https://github.com/langgenius/dify/discussions). Najboljše za: izmenjavo povratnih informacij in postavljanje vprašanj.
+* [GitHub Issues](https://github.com/langgenius/dify/issues). Najboljše za: hrošče, na katere naletite pri uporabi Dify.AI, in predloge funkcij. Oglejte si naš [vodnik za prispevke](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
+* [Discord](https://discord.gg/FngNHpbcY7). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
+* [X(Twitter)](https://twitter.com/dify_ai). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
+
+**Contributors**
+
+<a href="https://github.com/langgenius/dify/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=langgenius/dify" />
+</a>
+
+## Star history
+
+[![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
+
+
+## Varnostno razkritje
+
+Zaradi zaščite vaše zasebnosti se izogibajte objavljanju varnostnih vprašanj na GitHub. Namesto tega pošljite vprašanja na security@dify.ai in zagotovili vam bomo podrobnejši odgovor.
+
+## Licenca
+
+To skladišče je na voljo pod [odprtokodno licenco Dify](LICENSE) , ki je v bistvu Apache 2.0 z nekaj dodatnimi omejitvami.

README_TR.md

@@ -1,10 +1,10 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Bulut</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Kendi Sunucunuzda Barındırma</a> ·
   <a href="https://docs.dify.ai">Dokümantasyon</a> ·
-  <a href="https://dify.ai/pricing">Dify ürün seçeneklerine genel bakış</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Yalnızca İngilizce: Kurumsal Sorgulama</a>
 </p>
 
 <p align="center">
@@ -55,6 +55,11 @@ Dify, açık kaynaklı bir LLM uygulama geliştirme platformudur. Sezgisel aray
 **1. Workflow**: 
 Görsel bir arayüz üzerinde güçlü AI iş akışları oluşturun ve test edin, aşağıdaki tüm özellikleri ve daha fazlasını kullanarak.
 
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
 **2. Kapsamlı model desteği**:
 Çok sayıda çıkarım sağlayıcısı ve kendi kendine barındırılan çözümlerden yüzlerce özel / açık kaynaklı LLM ile sorunsuz entegrasyon sağlar. GPT, Mistral, Llama3 ve OpenAI API uyumlu tüm modelleri kapsar. Desteklenen model sağlayıcılarının tam listesine [buradan](https://docs.dify.ai/getting-started/readme/model-providers) ulaşabilirsiniz.
 

README_TW.md

@@ -1,4 +1,4 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">介紹 Dify 工作流程檔案上傳功能：重現 Google NotebookLM Podcast</a>
@@ -8,7 +8,7 @@
   <a href="https://cloud.dify.ai">Dify 雲端服務</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">自行託管</a> ·
   <a href="https://docs.dify.ai">說明文件</a> ·
-  <a href="https://dify.ai/pricing">產品方案概覽</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">企業諮詢</a>
 </p>
 
 <p align="center">
@@ -86,6 +86,8 @@ docker compose up -d
 **1. 工作流程**：
 在視覺化畫布上建立和測試強大的 AI 工作流程，利用以下所有功能及更多。
 
+https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
 **2. 全面的模型支援**：
 無縫整合來自數十個推理提供商和自託管解決方案的數百個專有/開源 LLM，涵蓋 GPT、Mistral、Llama3 和任何與 OpenAI API 兼容的模型。您可以在[此處](https://docs.dify.ai/getting-started/readme/model-providers)找到支援的模型提供商完整列表。
 

README_VI.md

@@ -1,10 +1,10 @@
-![cover-v5-optimized](./images/GitHub_README_if.png)
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
 
 <p align="center">
   <a href="https://cloud.dify.ai">Dify Cloud</a> ·
   <a href="https://docs.dify.ai/getting-started/install-self-hosted">Tự triển khai</a> ·
   <a href="https://docs.dify.ai">Tài liệu</a> ·
-  <a href="https://dify.ai/pricing">Tổng quan các lựa chọn sản phẩm Dify</a>
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Yêu cầu doanh nghiệp</a>
 </p>
 
 <p align="center">
@@ -55,6 +55,11 @@ Dify là một nền tảng phát triển ứng dụng LLM mã nguồn mở. Gia
 **1. Quy trình làm việc**: 
   Xây dựng và kiểm tra các quy trình làm việc AI mạnh mẽ trên một canvas trực quan, tận dụng tất cả các tính năng sau đây và hơn thế nữa.
 
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
 **2. Hỗ trợ mô hình toàn diện**: 
   Tích hợp liền mạch với hàng trăm mô hình LLM độc quyền / mã nguồn mở từ hàng chục nhà cung cấp suy luận và giải pháp tự lưu trữ, bao gồm GPT, Mistral, Llama3, và bất kỳ mô hình tương thích API OpenAI nào. Danh sách đầy đủ các nhà cung cấp mô hình được hỗ trợ có thể được tìm thấy [tại đây](https://docs.dify.ai/getting-started/readme/model-providers).
 

api/.dockerignore

@@ -16,4 +16,4 @@ logs
 .ruff_cache
 
 # venv
-.venv
+.venv

api/.env.example

@@ -137,7 +137,7 @@ WEB_API_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
 CONSOLE_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
 
 # Vector database configuration
-# support: weaviate, qdrant, milvus, myscale, relyt, pgvecto_rs, pgvector, pgvector, chroma, opensearch, tidb_vector, couchbase, vikingdb, upstash, lindorm, oceanbase, opengauss, tablestore
+# support: weaviate, qdrant, milvus, myscale, relyt, pgvecto_rs, pgvector, pgvector, chroma, opensearch, tidb_vector, couchbase, vikingdb, upstash, lindorm, oceanbase, opengauss
 VECTOR_STORE=weaviate
 
 # Weaviate configuration
@@ -165,7 +165,6 @@ MILVUS_URI=http://127.0.0.1:19530
 MILVUS_TOKEN=
 MILVUS_USER=root
 MILVUS_PASSWORD=Milvus
-MILVUS_ANALYZER_PARAMS=
 
 # MyScale configuration
 MYSCALE_HOST=127.0.0.1
@@ -190,7 +189,6 @@ TENCENT_VECTOR_DB_USERNAME=dify
 TENCENT_VECTOR_DB_DATABASE=dify
 TENCENT_VECTOR_DB_SHARD=1
 TENCENT_VECTOR_DB_REPLICAS=2
-TENCENT_VECTOR_DB_ENABLE_HYBRID_SEARCH=false
 
 # ElasticSearch configuration
 ELASTICSEARCH_HOST=127.0.0.1
@@ -214,12 +212,6 @@ PGVECTOR_DATABASE=postgres
 PGVECTOR_MIN_CONNECTION=1
 PGVECTOR_MAX_CONNECTION=5
 
-# TableStore Vector configuration
-TABLESTORE_ENDPOINT=https://instance-name.cn-hangzhou.ots.aliyuncs.com
-TABLESTORE_INSTANCE_NAME=instance-name
-TABLESTORE_ACCESS_KEY_ID=xxx
-TABLESTORE_ACCESS_KEY_SECRET=xxx
-
 # Tidb Vector configuration
 TIDB_VECTOR_HOST=xxx.eu-central-1.xxx.aws.tidbcloud.com
 TIDB_VECTOR_PORT=4000
@@ -297,7 +289,6 @@ LINDORM_URL=http://ld-*******************-proxy-search-pub.lindorm.aliyuncs.com:
 LINDORM_USERNAME=admin
 LINDORM_PASSWORD=admin
 USING_UGC_INDEX=False
-LINDORM_QUERY_TIMEOUT=1
 
 # OceanBase Vector configuration
 OCEANBASE_VECTOR_HOST=127.0.0.1
@@ -306,7 +297,6 @@ OCEANBASE_VECTOR_USER=root@test
 OCEANBASE_VECTOR_PASSWORD=difyai123456
 OCEANBASE_VECTOR_DATABASE=test
 OCEANBASE_MEMORY_LIMIT=6G
-OCEANBASE_ENABLE_HYBRID_SEARCH=false
 
 # openGauss configuration
 OPENGAUSS_HOST=127.0.0.1
@@ -328,7 +318,6 @@ UPLOAD_AUDIO_FILE_SIZE_LIMIT=50
 MULTIMODAL_SEND_FORMAT=base64
 PROMPT_GENERATION_MAX_TOKENS=512
 CODE_GENERATION_MAX_TOKENS=1024
-PLUGIN_BASED_TOKEN_COUNTING_ENABLED=false
 
 # Mail configuration, support: resend, smtp
 MAIL_TYPE=
@@ -425,12 +414,6 @@ WORKFLOW_CALL_MAX_DEPTH=5
 WORKFLOW_PARALLEL_DEPTH_LIMIT=3
 MAX_VARIABLE_SIZE=204800
 
-# Workflow storage configuration
-# Options: rdbms, hybrid
-# rdbms: Use only the relational database (default)
-# hybrid: Save new data to object storage, read from both object storage and RDBMS
-WORKFLOW_NODE_EXECUTION_STORAGE=rdbms
-
 # App configuration
 APP_MAX_EXECUTION_TIME=1200
 APP_MAX_ACTIVE_REQUESTS=0
@@ -471,20 +454,3 @@ CREATE_TIDB_SERVICE_JOB_ENABLED=false
 MAX_SUBMIT_COUNT=100
 # Lockout duration in seconds
 LOGIN_LOCKOUT_DURATION=86400
-
-# Enable OpenTelemetry
-ENABLE_OTEL=false
-OTLP_BASE_ENDPOINT=http://localhost:4318
-OTLP_API_KEY=
-OTEL_EXPORTER_OTLP_PROTOCOL=
-OTEL_EXPORTER_TYPE=otlp
-OTEL_SAMPLING_RATE=0.1
-OTEL_BATCH_EXPORT_SCHEDULE_DELAY=5000
-OTEL_MAX_QUEUE_SIZE=2048
-OTEL_MAX_EXPORT_BATCH_SIZE=512
-OTEL_METRIC_EXPORT_INTERVAL=60000
-OTEL_BATCH_EXPORT_TIMEOUT=10000
-OTEL_METRIC_EXPORT_TIMEOUT=30000
-
-# Prevent Clickjacking
-ALLOW_EMBED=false

api/Dockerfile

@@ -3,11 +3,20 @@ FROM python:3.12-slim-bookworm AS base
 
 WORKDIR /app/api
 
-# Install uv
-ENV UV_VERSION=0.6.14
+# Install Poetry
+ENV POETRY_VERSION=2.0.1
 
-RUN pip install --no-cache-dir uv==${UV_VERSION}
+# if you located in China, you can use aliyun mirror to speed up
+# RUN pip install --no-cache-dir poetry==${POETRY_VERSION} -i https://mirrors.aliyun.com/pypi/simple/
 
+RUN pip install --no-cache-dir poetry==${POETRY_VERSION}
+
+# Configure Poetry
+ENV POETRY_CACHE_DIR=/tmp/poetry_cache
+ENV POETRY_NO_INTERACTION=1
+ENV POETRY_VIRTUALENVS_IN_PROJECT=true
+ENV POETRY_VIRTUALENVS_CREATE=true
+ENV POETRY_REQUESTS_TIMEOUT=15
 
 FROM base AS packages
 
@@ -18,8 +27,8 @@ RUN apt-get update \
     && apt-get install -y --no-install-recommends gcc g++ libc-dev libffi-dev libgmp-dev libmpfr-dev libmpc-dev
 
 # Install Python dependencies
-COPY pyproject.toml uv.lock ./
-RUN uv sync --locked
+COPY pyproject.toml poetry.lock ./
+RUN poetry install --sync --no-cache --no-root
 
 # production stage
 FROM base AS production

api/README.md

@@ -3,10 +3,7 @@
 ## Usage
 
 > [!IMPORTANT]
-> 
-> In the v1.3.0 release, `poetry` has been replaced with
-> [`uv`](https://docs.astral.sh/uv/) as the package manager
-> for Dify API backend service.
+> In the v0.6.12 release, we deprecated `pip` as the package management tool for Dify API Backend service and replaced it with `poetry`.
 
 1. Start the docker-compose stack
 
@@ -40,19 +37,19 @@
 
 4. Create environment.
 
-   Dify API service uses [UV](https://docs.astral.sh/uv/) to manage dependencies.
-   First, you need to add the uv package manager, if you don't have it already.
+   Dify API service uses [Poetry](https://python-poetry.org/docs/) to manage dependencies. First, you need to add the poetry shell plugin, if you don't have it already, in order to run in a virtual environment. [Note: Poetry shell is no longer a native command so you need to install the poetry plugin beforehand]
 
    ```bash
-   pip install uv
-   # Or on macOS
-   brew install uv
+   poetry self add poetry-plugin-shell
    ```
+   
+   Then, You can execute `poetry shell` to activate the environment.
 
 5. Install dependencies
 
    ```bash
-   uv sync --dev
+   poetry env use 3.12
+   poetry install
    ```
 
 6. Run migrate
@@ -60,21 +57,21 @@
    Before the first launch, migrate the database to the latest version.
 
    ```bash
-   uv run flask db upgrade
+   poetry run python -m flask db upgrade
    ```
 
 7. Start backend
 
    ```bash
-   uv run flask run --host 0.0.0.0 --port=5001 --debug
+   poetry run python -m flask run --host 0.0.0.0 --port=5001 --debug
    ```
 
 8. Start Dify [web](../web) service.
-9. Setup your application by visiting `http://localhost:3000`.
+9. Setup your application by visiting `http://localhost:3000`...
 10. If you need to handle and debug the async tasks (e.g. dataset importing and documents indexing), please start the worker service.
 
    ```bash
-   uv run celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion
+   poetry run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion
    ```
 
 ## Testing
@@ -82,12 +79,11 @@
 1. Install dependencies for both the backend and the test environment
 
    ```bash
-   uv sync --dev
+   poetry install -C api --with dev
    ```
 
 2. Run the tests locally with mocked system environment variables in `tool.pytest_env` section in `pyproject.toml`
 
    ```bash
-   uv run -P api bash dev/pytest/pytest_all_tests.sh
+   poetry run -P api bash dev/pytest/pytest_all_tests.sh
    ```
-

api/app.py

@@ -18,7 +18,7 @@ else:
     # so we need to disable gevent in debug mode.
     # If you are using debugpy and set GEVENT_SUPPORT=True, you can debug with gevent.
     if (flask_debug := os.environ.get("FLASK_DEBUG", "0")) and flask_debug.lower() in {"false", "0", "no"}:
-        from gevent import monkey
+        from gevent import monkey  # type: ignore
 
         # gevent
         monkey.patch_all()

api/app_factory.py

@@ -51,7 +51,6 @@ def initialize_extensions(app: DifyApp):
         ext_login,
         ext_mail,
         ext_migrate,
-        ext_otel,
         ext_proxy_fix,
         ext_redis,
         ext_sentry,
@@ -82,7 +81,6 @@ def initialize_extensions(app: DifyApp):
         ext_proxy_fix,
         ext_blueprints,
         ext_commands,
-        ext_otel,
     ]
     for ext in extensions:
         short_name = ext.__name__.split(".")[-1]

api/commands.py

@@ -6,7 +6,6 @@ from typing import Optional
 
 import click
 from flask import current_app
-from sqlalchemy import select
 from werkzeug.exceptions import NotFound
 
 from configs import dify_config
@@ -18,7 +17,6 @@ from core.rag.models.document import Document
 from events.app_event import app_was_created
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
-from extensions.ext_storage import storage
 from libs.helper import email as email_validate
 from libs.password import hash_password, password_pattern, valid_password
 from libs.rsa import generate_key_pair
@@ -273,13 +271,11 @@ def migrate_knowledge_vector_database():
     upper_collection_vector_types = {
         VectorType.MILVUS,
         VectorType.PGVECTOR,
-        VectorType.VASTBASE,
         VectorType.RELYT,
         VectorType.WEAVIATE,
         VectorType.ORACLE,
         VectorType.ELASTICSEARCH,
         VectorType.OPENGAUSS,
-        VectorType.TABLESTORE,
     }
     lower_collection_vector_types = {
         VectorType.ANALYTICDB,
@@ -298,11 +294,11 @@ def migrate_knowledge_vector_database():
     page = 1
     while True:
         try:
-            stmt = (
-                select(Dataset).filter(Dataset.indexing_technique == "high_quality").order_by(Dataset.created_at.desc())
+            datasets = (
+                Dataset.query.filter(Dataset.indexing_technique == "high_quality")
+                .order_by(Dataset.created_at.desc())
+                .paginate(page=page, per_page=50)
             )
-
-            datasets = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
         except NotFound:
             break
 
@@ -445,13 +441,13 @@ def convert_to_agent_apps():
             WHERE a.mode = 'chat'
             AND am.agent_mode is not null
             AND (
-                am.agent_mode like '%"strategy": "function_call"%'
+				am.agent_mode like '%"strategy": "function_call"%'
                 OR am.agent_mode  like '%"strategy": "react"%'
-            )
+			)
             AND (
-                am.agent_mode like '{"enabled": true%'
+				am.agent_mode like '{"enabled": true%'
                 OR am.agent_mode like '{"max_iteration": %'
-            ) ORDER BY a.created_at DESC LIMIT 1000
+			) ORDER BY a.created_at DESC LIMIT 1000
         """
 
         with db.engine.begin() as conn:
@@ -552,12 +548,11 @@ def old_metadata_migration():
     page = 1
     while True:
         try:
-            stmt = (
-                select(DatasetDocument)
-                .filter(DatasetDocument.doc_metadata.is_not(None))
+            documents = (
+                DatasetDocument.query.filter(DatasetDocument.doc_metadata is not None)
                 .order_by(DatasetDocument.created_at.desc())
+                .paginate(page=page, per_page=50)
             )
-            documents = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
         except NotFound:
             break
         if not documents:
@@ -594,15 +589,11 @@ def old_metadata_migration():
                             )
                             db.session.add(dataset_metadata_binding)
                         else:
-                            dataset_metadata_binding = (
-                                db.session.query(DatasetMetadataBinding)  # type: ignore
-                                .filter(
-                                    DatasetMetadataBinding.dataset_id == document.dataset_id,
-                                    DatasetMetadataBinding.document_id == document.id,
-                                    DatasetMetadataBinding.metadata_id == dataset_metadata.id,
-                                )
-                                .first()
-                            )
+                            dataset_metadata_binding = DatasetMetadataBinding.query.filter(
+                                DatasetMetadataBinding.dataset_id == document.dataset_id,
+                                DatasetMetadataBinding.document_id == document.id,
+                                DatasetMetadataBinding.metadata_id == dataset_metadata.id,
+                            ).first()
                             if not dataset_metadata_binding:
                                 dataset_metadata_binding = DatasetMetadataBinding(
                                     tenant_id=document.tenant_id,
@@ -674,7 +665,7 @@ def upgrade_db():
             click.echo(click.style("Starting database migration.", fg="green"))
 
             # run db migration
-            import flask_migrate
+            import flask_migrate  # type: ignore
 
             flask_migrate.upgrade()
 
@@ -822,331 +813,3 @@ def clear_free_plan_tenant_expired_logs(days: int, batch: int, tenant_ids: list[
     ClearFreePlanTenantExpiredLogs.process(days, batch, tenant_ids)
 
     click.echo(click.style("Clear free plan tenant expired logs completed.", fg="green"))
-
-
-@click.option("-f", "--force", is_flag=True, help="Skip user confirmation and force the command to execute.")
-@click.command("clear-orphaned-file-records", help="Clear orphaned file records.")
-def clear_orphaned_file_records(force: bool):
-    """
-    Clear orphaned file records in the database.
-    """
-
-    # define tables and columns to process
-    files_tables = [
-        {"table": "upload_files", "id_column": "id", "key_column": "key"},
-        {"table": "tool_files", "id_column": "id", "key_column": "file_key"},
-    ]
-    ids_tables = [
-        {"type": "uuid", "table": "message_files", "column": "upload_file_id"},
-        {"type": "text", "table": "documents", "column": "data_source_info"},
-        {"type": "text", "table": "document_segments", "column": "content"},
-        {"type": "text", "table": "messages", "column": "answer"},
-        {"type": "text", "table": "workflow_node_executions", "column": "inputs"},
-        {"type": "text", "table": "workflow_node_executions", "column": "process_data"},
-        {"type": "text", "table": "workflow_node_executions", "column": "outputs"},
-        {"type": "text", "table": "conversations", "column": "introduction"},
-        {"type": "text", "table": "conversations", "column": "system_instruction"},
-        {"type": "json", "table": "messages", "column": "inputs"},
-        {"type": "json", "table": "messages", "column": "message"},
-    ]
-
-    # notify user and ask for confirmation
-    click.echo(
-        click.style(
-            "This command will first find and delete orphaned file records from the message_files table,", fg="yellow"
-        )
-    )
-    click.echo(
-        click.style(
-            "and then it will find and delete orphaned file records in the following tables:",
-            fg="yellow",
-        )
-    )
-    for files_table in files_tables:
-        click.echo(click.style(f"- {files_table['table']}", fg="yellow"))
-    click.echo(
-        click.style("The following tables and columns will be scanned to find orphaned file records:", fg="yellow")
-    )
-    for ids_table in ids_tables:
-        click.echo(click.style(f"- {ids_table['table']} ({ids_table['column']})", fg="yellow"))
-    click.echo("")
-
-    click.echo(click.style("!!! USE WITH CAUTION !!!", fg="red"))
-    click.echo(
-        click.style(
-            (
-                "Since not all patterns have been fully tested, "
-                "please note that this command may delete unintended file records."
-            ),
-            fg="yellow",
-        )
-    )
-    click.echo(
-        click.style("This cannot be undone. Please make sure to back up your database before proceeding.", fg="yellow")
-    )
-    click.echo(
-        click.style(
-            (
-                "It is also recommended to run this during the maintenance window, "
-                "as this may cause high load on your instance."
-            ),
-            fg="yellow",
-        )
-    )
-    if not force:
-        click.confirm("Do you want to proceed?", abort=True)
-
-    # start the cleanup process
-    click.echo(click.style("Starting orphaned file records cleanup.", fg="white"))
-
-    # clean up the orphaned records in the message_files table where message_id doesn't exist in messages table
-    try:
-        click.echo(
-            click.style("- Listing message_files records where message_id doesn't exist in messages table", fg="white")
-        )
-        query = (
-            "SELECT mf.id, mf.message_id "
-            "FROM message_files mf LEFT JOIN messages m ON mf.message_id = m.id "
-            "WHERE m.id IS NULL"
-        )
-        orphaned_message_files = []
-        with db.engine.begin() as conn:
-            rs = conn.execute(db.text(query))
-            for i in rs:
-                orphaned_message_files.append({"id": str(i[0]), "message_id": str(i[1])})
-
-        if orphaned_message_files:
-            click.echo(click.style(f"Found {len(orphaned_message_files)} orphaned message_files records:", fg="white"))
-            for record in orphaned_message_files:
-                click.echo(click.style(f"  - id: {record['id']}, message_id: {record['message_id']}", fg="black"))
-
-            if not force:
-                click.confirm(
-                    (
-                        f"Do you want to proceed "
-                        f"to delete all {len(orphaned_message_files)} orphaned message_files records?"
-                    ),
-                    abort=True,
-                )
-
-            click.echo(click.style("- Deleting orphaned message_files records", fg="white"))
-            query = "DELETE FROM message_files WHERE id IN :ids"
-            with db.engine.begin() as conn:
-                conn.execute(db.text(query), {"ids": tuple([record["id"] for record in orphaned_message_files])})
-            click.echo(
-                click.style(f"Removed {len(orphaned_message_files)} orphaned message_files records.", fg="green")
-            )
-        else:
-            click.echo(click.style("No orphaned message_files records found. There is nothing to delete.", fg="green"))
-    except Exception as e:
-        click.echo(click.style(f"Error deleting orphaned message_files records: {str(e)}", fg="red"))
-
-    # clean up the orphaned records in the rest of the *_files tables
-    try:
-        # fetch file id and keys from each table
-        all_files_in_tables = []
-        for files_table in files_tables:
-            click.echo(click.style(f"- Listing file records in table {files_table['table']}", fg="white"))
-            query = f"SELECT {files_table['id_column']}, {files_table['key_column']} FROM {files_table['table']}"
-            with db.engine.begin() as conn:
-                rs = conn.execute(db.text(query))
-            for i in rs:
-                all_files_in_tables.append({"table": files_table["table"], "id": str(i[0]), "key": i[1]})
-        click.echo(click.style(f"Found {len(all_files_in_tables)} files in tables.", fg="white"))
-
-        # fetch referred table and columns
-        guid_regexp = "[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}"
-        all_ids_in_tables = []
-        for ids_table in ids_tables:
-            query = ""
-            if ids_table["type"] == "uuid":
-                click.echo(
-                    click.style(
-                        f"- Listing file ids in column {ids_table['column']} in table {ids_table['table']}", fg="white"
-                    )
-                )
-                query = (
-                    f"SELECT {ids_table['column']} FROM {ids_table['table']} WHERE {ids_table['column']} IS NOT NULL"
-                )
-                with db.engine.begin() as conn:
-                    rs = conn.execute(db.text(query))
-                for i in rs:
-                    all_ids_in_tables.append({"table": ids_table["table"], "id": str(i[0])})
-            elif ids_table["type"] == "text":
-                click.echo(
-                    click.style(
-                        f"- Listing file-id-like strings in column {ids_table['column']} in table {ids_table['table']}",
-                        fg="white",
-                    )
-                )
-                query = (
-                    f"SELECT regexp_matches({ids_table['column']}, '{guid_regexp}', 'g') AS extracted_id "
-                    f"FROM {ids_table['table']}"
-                )
-                with db.engine.begin() as conn:
-                    rs = conn.execute(db.text(query))
-                for i in rs:
-                    for j in i[0]:
-                        all_ids_in_tables.append({"table": ids_table["table"], "id": j})
-            elif ids_table["type"] == "json":
-                click.echo(
-                    click.style(
-                        (
-                            f"- Listing file-id-like JSON string in column {ids_table['column']} "
-                            f"in table {ids_table['table']}"
-                        ),
-                        fg="white",
-                    )
-                )
-                query = (
-                    f"SELECT regexp_matches({ids_table['column']}::text, '{guid_regexp}', 'g') AS extracted_id "
-                    f"FROM {ids_table['table']}"
-                )
-                with db.engine.begin() as conn:
-                    rs = conn.execute(db.text(query))
-                for i in rs:
-                    for j in i[0]:
-                        all_ids_in_tables.append({"table": ids_table["table"], "id": j})
-        click.echo(click.style(f"Found {len(all_ids_in_tables)} file ids in tables.", fg="white"))
-
-    except Exception as e:
-        click.echo(click.style(f"Error fetching keys: {str(e)}", fg="red"))
-        return
-
-    # find orphaned files
-    all_files = [file["id"] for file in all_files_in_tables]
-    all_ids = [file["id"] for file in all_ids_in_tables]
-    orphaned_files = list(set(all_files) - set(all_ids))
-    if not orphaned_files:
-        click.echo(click.style("No orphaned file records found. There is nothing to delete.", fg="green"))
-        return
-    click.echo(click.style(f"Found {len(orphaned_files)} orphaned file records.", fg="white"))
-    for file in orphaned_files:
-        click.echo(click.style(f"- orphaned file id: {file}", fg="black"))
-    if not force:
-        click.confirm(f"Do you want to proceed to delete all {len(orphaned_files)} orphaned file records?", abort=True)
-
-    # delete orphaned records for each file
-    try:
-        for files_table in files_tables:
-            click.echo(click.style(f"- Deleting orphaned file records in table {files_table['table']}", fg="white"))
-            query = f"DELETE FROM {files_table['table']} WHERE {files_table['id_column']} IN :ids"
-            with db.engine.begin() as conn:
-                conn.execute(db.text(query), {"ids": tuple(orphaned_files)})
-    except Exception as e:
-        click.echo(click.style(f"Error deleting orphaned file records: {str(e)}", fg="red"))
-        return
-    click.echo(click.style(f"Removed {len(orphaned_files)} orphaned file records.", fg="green"))
-
-
-@click.option("-f", "--force", is_flag=True, help="Skip user confirmation and force the command to execute.")
-@click.command("remove-orphaned-files-on-storage", help="Remove orphaned files on the storage.")
-def remove_orphaned_files_on_storage(force: bool):
-    """
-    Remove orphaned files on the storage.
-    """
-
-    # define tables and columns to process
-    files_tables = [
-        {"table": "upload_files", "key_column": "key"},
-        {"table": "tool_files", "key_column": "file_key"},
-    ]
-    storage_paths = ["image_files", "tools", "upload_files"]
-
-    # notify user and ask for confirmation
-    click.echo(click.style("This command will find and remove orphaned files on the storage,", fg="yellow"))
-    click.echo(
-        click.style("by comparing the files on the storage with the records in the following tables:", fg="yellow")
-    )
-    for files_table in files_tables:
-        click.echo(click.style(f"- {files_table['table']}", fg="yellow"))
-    click.echo(click.style("The following paths on the storage will be scanned to find orphaned files:", fg="yellow"))
-    for storage_path in storage_paths:
-        click.echo(click.style(f"- {storage_path}", fg="yellow"))
-    click.echo("")
-
-    click.echo(click.style("!!! USE WITH CAUTION !!!", fg="red"))
-    click.echo(
-        click.style(
-            "Currently, this command will work only for opendal based storage (STORAGE_TYPE=opendal).", fg="yellow"
-        )
-    )
-    click.echo(
-        click.style(
-            "Since not all patterns have been fully tested, please note that this command may delete unintended files.",
-            fg="yellow",
-        )
-    )
-    click.echo(
-        click.style("This cannot be undone. Please make sure to back up your storage before proceeding.", fg="yellow")
-    )
-    click.echo(
-        click.style(
-            (
-                "It is also recommended to run this during the maintenance window, "
-                "as this may cause high load on your instance."
-            ),
-            fg="yellow",
-        )
-    )
-    if not force:
-        click.confirm("Do you want to proceed?", abort=True)
-
-    # start the cleanup process
-    click.echo(click.style("Starting orphaned files cleanup.", fg="white"))
-
-    # fetch file id and keys from each table
-    all_files_in_tables = []
-    try:
-        for files_table in files_tables:
-            click.echo(click.style(f"- Listing files from table {files_table['table']}", fg="white"))
-            query = f"SELECT {files_table['key_column']} FROM {files_table['table']}"
-            with db.engine.begin() as conn:
-                rs = conn.execute(db.text(query))
-            for i in rs:
-                all_files_in_tables.append(str(i[0]))
-        click.echo(click.style(f"Found {len(all_files_in_tables)} files in tables.", fg="white"))
-    except Exception as e:
-        click.echo(click.style(f"Error fetching keys: {str(e)}", fg="red"))
-
-    all_files_on_storage = []
-    for storage_path in storage_paths:
-        try:
-            click.echo(click.style(f"- Scanning files on storage path {storage_path}", fg="white"))
-            files = storage.scan(path=storage_path, files=True, directories=False)
-            all_files_on_storage.extend(files)
-        except FileNotFoundError as e:
-            click.echo(click.style(f"  -> Skipping path {storage_path} as it does not exist.", fg="yellow"))
-            continue
-        except Exception as e:
-            click.echo(click.style(f"  -> Error scanning files on storage path {storage_path}: {str(e)}", fg="red"))
-            continue
-    click.echo(click.style(f"Found {len(all_files_on_storage)} files on storage.", fg="white"))
-
-    # find orphaned files
-    orphaned_files = list(set(all_files_on_storage) - set(all_files_in_tables))
-    if not orphaned_files:
-        click.echo(click.style("No orphaned files found. There is nothing to remove.", fg="green"))
-        return
-    click.echo(click.style(f"Found {len(orphaned_files)} orphaned files.", fg="white"))
-    for file in orphaned_files:
-        click.echo(click.style(f"- orphaned file: {file}", fg="black"))
-    if not force:
-        click.confirm(f"Do you want to proceed to remove all {len(orphaned_files)} orphaned files?", abort=True)
-
-    # delete orphaned files
-    removed_files = 0
-    error_files = 0
-    for file in orphaned_files:
-        try:
-            storage.delete(file)
-            removed_files += 1
-            click.echo(click.style(f"- Removing orphaned file: {file}", fg="white"))
-        except Exception as e:
-            error_files += 1
-            click.echo(click.style(f"- Error deleting orphaned file {file}: {str(e)}", fg="red"))
-            continue
-    if error_files == 0:
-        click.echo(click.style(f"Removed {removed_files} orphaned files without errors.", fg="green"))
-    else:
-        click.echo(click.style(f"Removed {removed_files} orphaned files, with {error_files} errors.", fg="yellow"))

api/configs/app_config.py

@@ -9,11 +9,9 @@ from .enterprise import EnterpriseFeatureConfig
 from .extra import ExtraServiceConfig
 from .feature import FeatureConfig
 from .middleware import MiddlewareConfig
-from .observability import ObservabilityConfig
 from .packaging import PackagingInfo
 from .remote_settings_sources import RemoteSettingsSource, RemoteSettingsSourceConfig, RemoteSettingsSourceName
 from .remote_settings_sources.apollo import ApolloSettingsSource
-from .remote_settings_sources.nacos import NacosSettingsSource
 
 logger = logging.getLogger(__name__)
 
@@ -35,8 +33,6 @@ class RemoteSettingsSourceFactory(PydanticBaseSettingsSource):
         match remote_source_name:
             case RemoteSettingsSourceName.APOLLO:
                 remote_source = ApolloSettingsSource(current_state)
-            case RemoteSettingsSourceName.NACOS:
-                remote_source = NacosSettingsSource(current_state)
             case _:
                 logger.warning(f"Unsupported remote source: {remote_source_name}")
                 return {}
@@ -63,8 +59,6 @@ class DifyConfig(
     MiddlewareConfig,
     # Extra service configs
     ExtraServiceConfig,
-    # Observability configs
-    ObservabilityConfig,
     # Remote source configs
     RemoteSettingsSourceConfig,
     # Enterprise feature configs

api/configs/feature/__init__.py

@@ -12,7 +12,7 @@ from pydantic import (
 )
 from pydantic_settings import BaseSettings
 
-from .hosted_service import HostedServiceConfig
+from configs.feature.hosted_service import HostedServiceConfig
 
 
 class SecurityConfig(BaseSettings):
@@ -74,7 +74,7 @@ class CodeExecutionSandboxConfig(BaseSettings):
 
     CODE_EXECUTION_ENDPOINT: HttpUrl = Field(
         description="URL endpoint for the code execution service",
-        default=HttpUrl("http://sandbox:8194"),
+        default="http://sandbox:8194",
     )
 
     CODE_EXECUTION_API_KEY: str = Field(
@@ -145,7 +145,7 @@ class PluginConfig(BaseSettings):
 
     PLUGIN_DAEMON_URL: HttpUrl = Field(
         description="Plugin API URL",
-        default=HttpUrl("http://localhost:5002"),
+        default="http://localhost:5002",
     )
 
     PLUGIN_DAEMON_KEY: str = Field(
@@ -188,7 +188,7 @@ class MarketplaceConfig(BaseSettings):
 
     MARKETPLACE_API_URL: HttpUrl = Field(
         description="Marketplace API URL",
-        default=HttpUrl("https://marketplace.dify.ai"),
+        default="https://marketplace.dify.ai",
     )
 
 
@@ -398,11 +398,6 @@ class InnerAPIConfig(BaseSettings):
         default=False,
     )
 
-    INNER_API_KEY: Optional[str] = Field(
-        description="API key for accessing the internal API",
-        default=None,
-    )
-
 
 class LoggingConfig(BaseSettings):
     """
@@ -447,7 +442,7 @@ class LoggingConfig(BaseSettings):
 
 class ModelLoadBalanceConfig(BaseSettings):
     """
-    Configuration for model load balancing and token counting
+    Configuration for model load balancing
     """
 
     MODEL_LB_ENABLED: bool = Field(
@@ -455,11 +450,6 @@ class ModelLoadBalanceConfig(BaseSettings):
         default=False,
     )
 
-    PLUGIN_BASED_TOKEN_COUNTING_ENABLED: bool = Field(
-        description="Enable or disable plugin based token counting. If disabled, token counting will return 0.",
-        default=False,
-    )
-
 
 class BillingConfig(BaseSettings):
     """
@@ -524,11 +514,6 @@ class WorkflowNodeExecutionConfig(BaseSettings):
         default=100,
     )
 
-    WORKFLOW_NODE_EXECUTION_STORAGE: str = Field(
-        default="rdbms",
-        description="Storage backend for WorkflowNodeExecution. Options: 'rdbms', 'hybrid'",
-    )
-
 
 class AuthConfig(BaseSettings):
     """
@@ -863,11 +848,6 @@ class AccountConfig(BaseSettings):
         default=5,
     )
 
-    EDUCATION_ENABLED: bool = Field(
-        description="whether to enable education identity",
-        default=False,
-    )
-
 
 class FeatureConfig(
     # place the configs in alphabet order

api/configs/feature/hosted_service/__init__.py

@@ -1,6 +1,6 @@
 from typing import Optional
 
-from pydantic import Field, NonNegativeInt
+from pydantic import Field, NonNegativeInt, computed_field
 from pydantic_settings import BaseSettings
 
 

api/configs/middleware/__init__.py

@@ -1,6 +1,6 @@
 import os
 from typing import Any, Literal, Optional
-from urllib.parse import parse_qsl, quote_plus
+from urllib.parse import quote_plus
 
 from pydantic import Field, NonNegativeInt, PositiveFloat, PositiveInt, computed_field
 from pydantic_settings import BaseSettings
@@ -22,7 +22,6 @@ from .vdb.baidu_vector_config import BaiduVectorDBConfig
 from .vdb.chroma_config import ChromaConfig
 from .vdb.couchbase_config import CouchbaseConfig
 from .vdb.elasticsearch_config import ElasticsearchConfig
-from .vdb.huawei_cloud_config import HuaweiCloudConfig
 from .vdb.lindorm_config import LindormConfig
 from .vdb.milvus_config import MilvusConfig
 from .vdb.myscale_config import MyScaleConfig
@@ -34,12 +33,10 @@ from .vdb.pgvector_config import PGVectorConfig
 from .vdb.pgvectors_config import PGVectoRSConfig
 from .vdb.qdrant_config import QdrantConfig
 from .vdb.relyt_config import RelytConfig
-from .vdb.tablestore_config import TableStoreConfig
 from .vdb.tencent_vector_config import TencentVectorDBConfig
 from .vdb.tidb_on_qdrant_config import TidbOnQdrantConfig
 from .vdb.tidb_vector_config import TiDBVectorConfig
 from .vdb.upstash_config import UpstashConfig
-from .vdb.vastbase_vector_config import VastbaseVectorConfig
 from .vdb.vikingdb_config import VikingDBConfig
 from .vdb.weaviate_config import WeaviateConfig
 
@@ -173,31 +170,17 @@ class DatabaseConfig(BaseSettings):
 
     RETRIEVAL_SERVICE_EXECUTORS: NonNegativeInt = Field(
         description="Number of processes for the retrieval service, default to CPU cores.",
-        default=os.cpu_count() or 1,
+        default=os.cpu_count(),
     )
 
-    @computed_field  # type: ignore[misc]
-    @property
+    @computed_field
     def SQLALCHEMY_ENGINE_OPTIONS(self) -> dict[str, Any]:
-        # Parse DB_EXTRAS for 'options'
-        db_extras_dict = dict(parse_qsl(self.DB_EXTRAS))
-        options = db_extras_dict.get("options", "")
-        # Always include timezone
-        timezone_opt = "-c timezone=UTC"
-        if options:
-            # Merge user options and timezone
-            merged_options = f"{options} {timezone_opt}"
-        else:
-            merged_options = timezone_opt
-
-        connect_args = {"options": merged_options}
-
         return {
             "pool_size": self.SQLALCHEMY_POOL_SIZE,
             "max_overflow": self.SQLALCHEMY_MAX_OVERFLOW,
             "pool_recycle": self.SQLALCHEMY_POOL_RECYCLE,
             "pool_pre_ping": self.SQLALCHEMY_POOL_PRE_PING,
-            "connect_args": connect_args,
+            "connect_args": {"options": "-c timezone=UTC"},
         }
 
 
@@ -279,13 +262,11 @@ class MiddlewareConfig(
     VectorStoreConfig,
     AnalyticdbConfig,
     ChromaConfig,
-    HuaweiCloudConfig,
     MilvusConfig,
     MyScaleConfig,
     OpenSearchConfig,
     OracleConfig,
     PGVectorConfig,
-    VastbaseVectorConfig,
     PGVectoRSConfig,
     QdrantConfig,
     RelytConfig,
@@ -302,6 +283,5 @@ class MiddlewareConfig(
     OceanBaseVectorConfig,
     BaiduVectorDBConfig,
     OpenGaussConfig,
-    TableStoreConfig,
 ):
     pass

api/configs/middleware/cache/redis_config.py

@@ -83,13 +83,3 @@ class RedisConfig(BaseSettings):
         description="Password for Redis Clusters authentication (if required)",
         default=None,
     )
-
-    REDIS_SERIALIZATION_PROTOCOL: int = Field(
-        description="Redis serialization protocol (RESP) version",
-        default=3,
-    )
-
-    REDIS_ENABLE_CLIENT_SIDE_CACHE: bool = Field(
-        description="Enable client side cache in redis",
-        default=False,
-    )

api/configs/middleware/vdb/huawei_cloud_config.py

@@ -1,25 +0,0 @@
-from typing import Optional
-
-from pydantic import Field
-from pydantic_settings import BaseSettings
-
-
-class HuaweiCloudConfig(BaseSettings):
-    """
-    Configuration settings for Huawei cloud search service
-    """
-
-    HUAWEI_CLOUD_HOSTS: Optional[str] = Field(
-        description="Hostname or IP address of the Huawei cloud search service instance",
-        default=None,
-    )
-
-    HUAWEI_CLOUD_USER: Optional[str] = Field(
-        description="Username for authenticating with Huawei cloud search service",
-        default=None,
-    )
-
-    HUAWEI_CLOUD_PASSWORD: Optional[str] = Field(
-        description="Password for authenticating with Huawei cloud search service",
-        default=None,
-    )

api/configs/middleware/vdb/lindorm_config.py

@@ -32,4 +32,3 @@ class LindormConfig(BaseSettings):
         description="Using UGC index will store the same type of Index in a single index but can retrieve separately.",
         default=False,
     )
-    LINDORM_QUERY_TIMEOUT: Optional[float] = Field(description="The lindorm search request timeout (s)", default=2.0)

api/configs/middleware/vdb/milvus_config.py

@@ -39,8 +39,3 @@ class MilvusConfig(BaseSettings):
         "older versions",
         default=True,
     )
-
-    MILVUS_ANALYZER_PARAMS: Optional[str] = Field(
-        description='Milvus text analyzer parameters, e.g., {"type": "chinese"} for Chinese segmentation support.',
-        default=None,
-    )

api/configs/middleware/vdb/oceanbase_config.py

@@ -33,9 +33,3 @@ class OceanBaseVectorConfig(BaseSettings):
         description="Name of the OceanBase Vector database to connect to",
         default=None,
     )
-
-    OCEANBASE_ENABLE_HYBRID_SEARCH: bool = Field(
-        description="Enable hybrid search features (requires OceanBase >= 4.3.5.1). Set to false for compatibility "
-        "with older versions",
-        default=False,
-    )

api/configs/middleware/vdb/opensearch_config.py

@@ -1,5 +1,4 @@
-import enum
-from typing import Literal, Optional
+from typing import Optional
 
 from pydantic import Field, PositiveInt
 from pydantic_settings import BaseSettings
@@ -10,14 +9,6 @@ class OpenSearchConfig(BaseSettings):
     Configuration settings for OpenSearch
     """
 
-    class AuthMethod(enum.StrEnum):
-        """
-        Authentication method for OpenSearch
-        """
-
-        BASIC = "basic"
-        AWS_MANAGED_IAM = "aws_managed_iam"
-
     OPENSEARCH_HOST: Optional[str] = Field(
         description="Hostname or IP address of the OpenSearch server (e.g., 'localhost' or 'opensearch.example.com')",
         default=None,
@@ -28,16 +19,6 @@ class OpenSearchConfig(BaseSettings):
         default=9200,
     )
 
-    OPENSEARCH_SECURE: bool = Field(
-        description="Whether to use SSL/TLS encrypted connection for OpenSearch (True for HTTPS, False for HTTP)",
-        default=False,
-    )
-
-    OPENSEARCH_AUTH_METHOD: AuthMethod = Field(
-        description="Authentication method for OpenSearch connection (default is 'basic')",
-        default=AuthMethod.BASIC,
-    )
-
     OPENSEARCH_USER: Optional[str] = Field(
         description="Username for authenticating with OpenSearch",
         default=None,
@@ -48,11 +29,7 @@ class OpenSearchConfig(BaseSettings):
         default=None,
     )
 
-    OPENSEARCH_AWS_REGION: Optional[str] = Field(
-        description="AWS region for OpenSearch (e.g. 'us-west-2')",
-        default=None,
-    )
-
-    OPENSEARCH_AWS_SERVICE: Optional[Literal["es", "aoss"]] = Field(
-        description="AWS service for OpenSearch (e.g. 'aoss' for OpenSearch Serverless)", default=None
+    OPENSEARCH_SECURE: bool = Field(
+        description="Whether to use SSL/TLS encrypted connection for OpenSearch (True for HTTPS, False for HTTP)",
+        default=False,
     )

api/configs/middleware/vdb/tablestore_config.py

@@ -1,30 +0,0 @@
-from typing import Optional
-
-from pydantic import Field
-from pydantic_settings import BaseSettings
-
-
-class TableStoreConfig(BaseSettings):
-    """
-    Configuration settings for TableStore.
-    """
-
-    TABLESTORE_ENDPOINT: Optional[str] = Field(
-        description="Endpoint address of the TableStore server (e.g. 'https://instance-name.cn-hangzhou.ots.aliyuncs.com')",
-        default=None,
-    )
-
-    TABLESTORE_INSTANCE_NAME: Optional[str] = Field(
-        description="Instance name to access TableStore server (eg. 'instance-name')",
-        default=None,
-    )
-
-    TABLESTORE_ACCESS_KEY_ID: Optional[str] = Field(
-        description="AccessKey id for the instance name",
-        default=None,
-    )
-
-    TABLESTORE_ACCESS_KEY_SECRET: Optional[str] = Field(
-        description="AccessKey secret for the instance name",
-        default=None,
-    )

api/configs/middleware/vdb/tencent_vector_config.py

@@ -48,8 +48,3 @@ class TencentVectorDBConfig(BaseSettings):
         description="Name of the specific Tencent Vector Database to connect to",
         default=None,
     )
-
-    TENCENT_VECTOR_DB_ENABLE_HYBRID_SEARCH: bool = Field(
-        description="Enable hybrid search features",
-        default=False,
-    )

api/configs/middleware/vdb/vastbase_vector_config.py

@@ -1,45 +0,0 @@
-from typing import Optional
-
-from pydantic import Field, PositiveInt
-from pydantic_settings import BaseSettings
-
-
-class VastbaseVectorConfig(BaseSettings):
-    """
-    Configuration settings for Vector (Vastbase with vector extension)
-    """
-
-    VASTBASE_HOST: Optional[str] = Field(
-        description="Hostname or IP address of the Vastbase server with Vector extension (e.g., 'localhost')",
-        default=None,
-    )
-
-    VASTBASE_PORT: PositiveInt = Field(
-        description="Port number on which the Vastbase server is listening (default is 5432)",
-        default=5432,
-    )
-
-    VASTBASE_USER: Optional[str] = Field(
-        description="Username for authenticating with the Vastbase database",
-        default=None,
-    )
-
-    VASTBASE_PASSWORD: Optional[str] = Field(
-        description="Password for authenticating with the Vastbase database",
-        default=None,
-    )
-
-    VASTBASE_DATABASE: Optional[str] = Field(
-        description="Name of the Vastbase database to connect to",
-        default=None,
-    )
-
-    VASTBASE_MIN_CONNECTION: PositiveInt = Field(
-        description="Min connection of the Vastbase database",
-        default=1,
-    )
-
-    VASTBASE_MAX_CONNECTION: PositiveInt = Field(
-        description="Max connection of the Vastbase database",
-        default=5,
-    )

api/configs/observability/__init__.py

@@ -1,9 +0,0 @@
-from configs.observability.otel.otel_config import OTelConfig
-
-
-class ObservabilityConfig(OTelConfig):
-    """
-    Observability configuration settings
-    """
-
-    pass

api/configs/observability/otel/otel_config.py

@@ -1,49 +0,0 @@
-from pydantic import Field
-from pydantic_settings import BaseSettings
-
-
-class OTelConfig(BaseSettings):
-    """
-    OpenTelemetry configuration settings
-    """
-
-    ENABLE_OTEL: bool = Field(
-        description="Whether to enable OpenTelemetry",
-        default=False,
-    )
-
-    OTLP_BASE_ENDPOINT: str = Field(
-        description="OTLP base endpoint",
-        default="http://localhost:4318",
-    )
-
-    OTLP_API_KEY: str = Field(
-        description="OTLP API key",
-        default="",
-    )
-
-    OTEL_EXPORTER_TYPE: str = Field(
-        description="OTEL exporter type",
-        default="otlp",
-    )
-
-    OTEL_EXPORTER_OTLP_PROTOCOL: str = Field(
-        description="OTLP exporter protocol ('grpc' or 'http')",
-        default="http",
-    )
-
-    OTEL_SAMPLING_RATE: float = Field(default=0.1, description="Sampling rate for traces (0.0 to 1.0)")
-
-    OTEL_BATCH_EXPORT_SCHEDULE_DELAY: int = Field(
-        default=5000, description="Batch export schedule delay in milliseconds"
-    )
-
-    OTEL_MAX_QUEUE_SIZE: int = Field(default=2048, description="Maximum queue size for the batch span processor")
-
-    OTEL_MAX_EXPORT_BATCH_SIZE: int = Field(default=512, description="Maximum export batch size")
-
-    OTEL_METRIC_EXPORT_INTERVAL: int = Field(default=60000, description="Metric export interval in milliseconds")
-
-    OTEL_BATCH_EXPORT_TIMEOUT: int = Field(default=10000, description="Batch export timeout in milliseconds")
-
-    OTEL_METRIC_EXPORT_TIMEOUT: int = Field(default=30000, description="Metric export timeout in milliseconds")

api/configs/packaging/__init__.py

@@ -9,7 +9,7 @@ class PackagingInfo(BaseSettings):
 
     CURRENT_VERSION: str = Field(
         description="Dify version",
-        default="1.4.0",
+        default="1.1.3",
     )
 
     COMMIT_SHA: str = Field(

api/configs/remote_settings_sources/__init__.py

@@ -1,3 +1,5 @@
+from typing import Optional
+
 from pydantic import Field
 
 from .apollo import ApolloSettingsSourceInfo

api/configs/remote_settings_sources/apollo/client.py

@@ -270,7 +270,7 @@ class ApolloClient:
         while not self._stopping:
             for namespace in self._notification_map:
                 self._do_heart_beat(namespace)
-            time.sleep(60 * 10)  # 10 minutes
+            time.sleep(60 * 10)  # 10分钟
 
     def _do_heart_beat(self, namespace):
         url = "{}/configs/{}/{}/{}?ip={}".format(self.config_url, self.app_id, self.cluster, namespace, self.ip)

api/configs/remote_settings_sources/enums.py

@@ -3,4 +3,3 @@ from enum import StrEnum
 
 class RemoteSettingsSourceName(StrEnum):
     APOLLO = "apollo"
-    NACOS = "nacos"

api/configs/remote_settings_sources/nacos/__init__.py

@@ -1,52 +0,0 @@
-import logging
-import os
-from collections.abc import Mapping
-from typing import Any
-
-from pydantic.fields import FieldInfo
-
-from .http_request import NacosHttpClient
-
-logger = logging.getLogger(__name__)
-
-from configs.remote_settings_sources.base import RemoteSettingsSource
-
-from .utils import _parse_config
-
-
-class NacosSettingsSource(RemoteSettingsSource):
-    def __init__(self, configs: Mapping[str, Any]):
-        self.configs = configs
-        self.remote_configs: dict[str, Any] = {}
-        self.async_init()
-
-    def async_init(self):
-        data_id = os.getenv("DIFY_ENV_NACOS_DATA_ID", "dify-api-env.properties")
-        group = os.getenv("DIFY_ENV_NACOS_GROUP", "nacos-dify")
-        tenant = os.getenv("DIFY_ENV_NACOS_NAMESPACE", "")
-
-        params = {"dataId": data_id, "group": group, "tenant": tenant}
-        try:
-            content = NacosHttpClient().http_request("/nacos/v1/cs/configs", method="GET", headers={}, params=params)
-            self.remote_configs = self._parse_config(content)
-        except Exception as e:
-            logger.exception("[get-access-token] exception occurred")
-            raise
-
-    def _parse_config(self, content: str) -> dict:
-        if not content:
-            return {}
-        try:
-            return _parse_config(self, content)
-        except Exception as e:
-            raise RuntimeError(f"Failed to parse config: {e}")
-
-    def get_field_value(self, field: FieldInfo, field_name: str) -> tuple[Any, str, bool]:
-        if not isinstance(self.remote_configs, dict):
-            raise ValueError(f"remote configs is not dict, but {type(self.remote_configs)}")
-
-        field_value = self.remote_configs.get(field_name)
-        if field_value is None:
-            return None, field_name, False
-
-        return field_value, field_name, False

api/configs/remote_settings_sources/nacos/http_request.py

@@ -1,83 +0,0 @@
-import base64
-import hashlib
-import hmac
-import logging
-import os
-import time
-
-import requests
-
-logger = logging.getLogger(__name__)
-
-
-class NacosHttpClient:
-    def __init__(self):
-        self.username = os.getenv("DIFY_ENV_NACOS_USERNAME")
-        self.password = os.getenv("DIFY_ENV_NACOS_PASSWORD")
-        self.ak = os.getenv("DIFY_ENV_NACOS_ACCESS_KEY")
-        self.sk = os.getenv("DIFY_ENV_NACOS_SECRET_KEY")
-        self.server = os.getenv("DIFY_ENV_NACOS_SERVER_ADDR", "localhost:8848")
-        self.token = None
-        self.token_ttl = 18000
-        self.token_expire_time: float = 0
-
-    def http_request(self, url, method="GET", headers=None, params=None):
-        try:
-            self._inject_auth_info(headers, params)
-            response = requests.request(method, url="http://" + self.server + url, headers=headers, params=params)
-            response.raise_for_status()
-            return response.text
-        except requests.exceptions.RequestException as e:
-            return f"Request to Nacos failed: {e}"
-
-    def _inject_auth_info(self, headers, params, module="config"):
-        headers.update({"User-Agent": "Nacos-Http-Client-In-Dify:v0.0.1"})
-
-        if module == "login":
-            return
-
-        ts = str(int(time.time() * 1000))
-
-        if self.ak and self.sk:
-            sign_str = self.get_sign_str(params["group"], params["tenant"], ts)
-            headers["Spas-AccessKey"] = self.ak
-            headers["Spas-Signature"] = self.__do_sign(sign_str, self.sk)
-            headers["timeStamp"] = ts
-        if self.username and self.password:
-            self.get_access_token(force_refresh=False)
-            params["accessToken"] = self.token
-
-    def __do_sign(self, sign_str, sk):
-        return (
-            base64.encodebytes(hmac.new(sk.encode(), sign_str.encode(), digestmod=hashlib.sha1).digest())
-            .decode()
-            .strip()
-        )
-
-    def get_sign_str(self, group, tenant, ts):
-        sign_str = ""
-        if tenant:
-            sign_str = tenant + "+"
-        if group:
-            sign_str = sign_str + group + "+"
-        if sign_str:
-            sign_str += ts
-        return sign_str
-
-    def get_access_token(self, force_refresh=False):
-        current_time = time.time()
-        if self.token and not force_refresh and self.token_expire_time > current_time:
-            return self.token
-
-        params = {"username": self.username, "password": self.password}
-        url = "http://" + self.server + "/nacos/v1/auth/login"
-        try:
-            resp = requests.request("POST", url, headers=None, params=params)
-            resp.raise_for_status()
-            response_data = resp.json()
-            self.token = response_data.get("accessToken")
-            self.token_ttl = response_data.get("tokenTtl", 18000)
-            self.token_expire_time = current_time + self.token_ttl - 10
-        except Exception as e:
-            logger.exception("[get-access-token] exception occur")
-            raise

api/configs/remote_settings_sources/nacos/utils.py

@@ -1,31 +0,0 @@
-def _parse_config(self, content: str) -> dict[str, str]:
-    config: dict[str, str] = {}
-    if not content:
-        return config
-
-    for line in content.splitlines():
-        cleaned_line = line.strip()
-        if not cleaned_line or cleaned_line.startswith(("#", "!")):
-            continue
-
-        separator_index = -1
-        for i, c in enumerate(cleaned_line):
-            if c in ("=", ":") and (i == 0 or cleaned_line[i - 1] != "\\"):
-                separator_index = i
-                break
-
-        if separator_index == -1:
-            continue
-
-        key = cleaned_line[:separator_index].strip()
-        raw_value = cleaned_line[separator_index + 1 :].strip()
-
-        try:
-            decoded_value = bytes(raw_value, "utf-8").decode("unicode_escape")
-            decoded_value = decoded_value.replace(r"\=", "=").replace(r"\:", ":")
-        except UnicodeDecodeError:
-            decoded_value = raw_value
-
-        config[key] = decoded_value
-
-    return config

api/constants/__init__.py

@@ -3,8 +3,6 @@ from configs import dify_config
 HIDDEN_VALUE = "[__HIDDEN__]"
 UUID_NIL = "00000000-0000-0000-0000-000000000000"
 
-DEFAULT_FILE_NUMBER_LIMITS = 3
-
 IMAGE_EXTENSIONS = ["jpg", "jpeg", "png", "webp", "gif", "svg"]
 IMAGE_EXTENSIONS.extend([ext.upper() for ext in IMAGE_EXTENSIONS])
 
@@ -16,25 +14,11 @@ AUDIO_EXTENSIONS.extend([ext.upper() for ext in AUDIO_EXTENSIONS])
 
 
 if dify_config.ETL_TYPE == "Unstructured":
-    DOCUMENT_EXTENSIONS = ["txt", "markdown", "md", "mdx", "pdf", "html", "htm", "xlsx", "xls", "vtt", "properties"]
+    DOCUMENT_EXTENSIONS = ["txt", "markdown", "md", "mdx", "pdf", "html", "htm", "xlsx", "xls"]
     DOCUMENT_EXTENSIONS.extend(("doc", "docx", "csv", "eml", "msg", "pptx", "xml", "epub"))
     if dify_config.UNSTRUCTURED_API_URL:
         DOCUMENT_EXTENSIONS.append("ppt")
     DOCUMENT_EXTENSIONS.extend([ext.upper() for ext in DOCUMENT_EXTENSIONS])
 else:
-    DOCUMENT_EXTENSIONS = [
-        "txt",
-        "markdown",
-        "md",
-        "mdx",
-        "pdf",
-        "html",
-        "htm",
-        "xlsx",
-        "xls",
-        "docx",
-        "csv",
-        "vtt",
-        "properties",
-    ]
+    DOCUMENT_EXTENSIONS = ["txt", "markdown", "md", "mdx", "pdf", "html", "htm", "xlsx", "xls", "docx", "csv"]
     DOCUMENT_EXTENSIONS.extend([ext.upper() for ext in DOCUMENT_EXTENSIONS])

api/constants/mimetypes.py

@@ -1,7 +0,0 @@
-# The two constants below should keep in sync.
-# Default content type for files which have no explicit content type.
-
-DEFAULT_MIME_TYPE = "application/octet-stream"
-# Default file extension for files which have no explicit content type, should
-# correspond to the `DEFAULT_MIME_TYPE` above.
-DEFAULT_EXTENSION = ".bin"

api/controllers/common/fields.py

@@ -1,6 +1,4 @@
-from flask_restful import fields
-
-from libs.helper import AppIconUrlField
+from flask_restful import fields  # type: ignore
 
 parameters__system_parameters = {
     "image_file_size_limit": fields.Integer,
@@ -24,20 +22,3 @@ parameters_fields = {
     "file_upload": fields.Raw,
     "system_parameters": fields.Nested(parameters__system_parameters),
 }
-
-site_fields = {
-    "title": fields.String,
-    "chat_color_theme": fields.String,
-    "chat_color_theme_inverted": fields.Boolean,
-    "icon_type": fields.String,
-    "icon": fields.String,
-    "icon_background": fields.String,
-    "icon_url": AppIconUrlField,
-    "description": fields.String,
-    "copyright": fields.String,
-    "privacy_policy": fields.String,
-    "custom_disclaimer": fields.String,
-    "default_language": fields.String,
-    "show_workflow_steps": fields.Boolean,
-    "use_icon_as_answer_icon": fields.Boolean,
-}

api/controllers/common/helpers.py

@@ -4,6 +4,8 @@ import platform
 import re
 import urllib.parse
 import warnings
+from collections.abc import Mapping
+from typing import Any
 from uuid import uuid4
 
 import httpx
@@ -27,6 +29,8 @@ except ImportError:
 
 from pydantic import BaseModel
 
+from configs import dify_config
+
 
 class FileInfo(BaseModel):
     filename: str
@@ -83,3 +87,38 @@ def guess_file_info_from_response(response: httpx.Response):
         mimetype=mimetype,
         size=int(response.headers.get("Content-Length", -1)),
     )
+
+
+def get_parameters_from_feature_dict(*, features_dict: Mapping[str, Any], user_input_form: list[dict[str, Any]]):
+    return {
+        "opening_statement": features_dict.get("opening_statement"),
+        "suggested_questions": features_dict.get("suggested_questions", []),
+        "suggested_questions_after_answer": features_dict.get("suggested_questions_after_answer", {"enabled": False}),
+        "speech_to_text": features_dict.get("speech_to_text", {"enabled": False}),
+        "text_to_speech": features_dict.get("text_to_speech", {"enabled": False}),
+        "retriever_resource": features_dict.get("retriever_resource", {"enabled": False}),
+        "annotation_reply": features_dict.get("annotation_reply", {"enabled": False}),
+        "more_like_this": features_dict.get("more_like_this", {"enabled": False}),
+        "user_input_form": user_input_form,
+        "sensitive_word_avoidance": features_dict.get(
+            "sensitive_word_avoidance", {"enabled": False, "type": "", "configs": []}
+        ),
+        "file_upload": features_dict.get(
+            "file_upload",
+            {
+                "image": {
+                    "enabled": False,
+                    "number_limits": 3,
+                    "detail": "high",
+                    "transfer_methods": ["remote_url", "local_file"],
+                }
+            },
+        ),
+        "system_parameters": {
+            "image_file_size_limit": dify_config.UPLOAD_IMAGE_FILE_SIZE_LIMIT,
+            "video_file_size_limit": dify_config.UPLOAD_VIDEO_FILE_SIZE_LIMIT,
+            "audio_file_size_limit": dify_config.UPLOAD_AUDIO_FILE_SIZE_LIMIT,
+            "file_size_limit": dify_config.UPLOAD_FILE_SIZE_LIMIT,
+            "workflow_file_upload_limit": dify_config.WORKFLOW_FILE_UPLOAD_LIMIT,
+        },
+    }

api/controllers/console/admin.py

@@ -1,7 +1,7 @@
 from functools import wraps
 
 from flask import request
-from flask_restful import Resource, reqparse
+from flask_restful import Resource, reqparse  # type: ignore
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import NotFound, Unauthorized

api/controllers/console/apikey.py

@@ -1,7 +1,7 @@
 from typing import Any
 
-import flask_restful
-from flask_login import current_user
+import flask_restful  # type: ignore
+from flask_login import current_user  # type: ignore
 from flask_restful import Resource, fields, marshal_with
 from sqlalchemy import select
 from sqlalchemy.orm import Session

api/controllers/console/app/advanced_prompt_template.py

@@ -1,4 +1,4 @@
-from flask_restful import Resource, reqparse
+from flask_restful import Resource, reqparse  # type: ignore
 
 from controllers.console import api
 from controllers.console.wraps import account_initialization_required, setup_required

api/controllers/console/app/agent.py

@@ -1,4 +1,4 @@
-from flask_restful import Resource, reqparse
+from flask_restful import Resource, reqparse  # type: ignore
 
 from controllers.console import api
 from controllers.console.app.wraps import get_app_model

api/controllers/console/app/annotation.py

@@ -1,6 +1,6 @@
 from flask import request
-from flask_login import current_user
-from flask_restful import Resource, marshal, marshal_with, reqparse
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource, marshal, marshal_with, reqparse  # type: ignore
 from werkzeug.exceptions import Forbidden
 
 from controllers.console import api
@@ -89,7 +89,7 @@ class AnnotationReplyActionStatusApi(Resource):
         app_annotation_job_key = "{}_app_annotation_job_{}".format(action, str(job_id))
         cache_result = redis_client.get(app_annotation_job_key)
         if cache_result is None:
-            raise ValueError("The job does not exist.")
+            raise ValueError("The job is not exist.")
 
         job_status = cache_result.decode()
         error_msg = ""
@@ -186,7 +186,7 @@ class AnnotationUpdateDeleteApi(Resource):
         app_id = str(app_id)
         annotation_id = str(annotation_id)
         AppAnnotationService.delete_app_annotation(app_id, annotation_id)
-        return {"result": "success"}, 204
+        return {"result": "success"}, 200
 
 
 class AnnotationBatchImportApi(Resource):
@@ -226,7 +226,7 @@ class AnnotationBatchImportStatusApi(Resource):
         indexing_cache_key = "app_annotation_batch_import_{}".format(str(job_id))
         cache_result = redis_client.get(indexing_cache_key)
         if cache_result is None:
-            raise ValueError("The job does not exist.")
+            raise ValueError("The job is not exist.")
         job_status = cache_result.decode()
         error_msg = ""
         if job_status == "error":

api/controllers/console/app/app.py

@@ -1,8 +1,8 @@
 import uuid
 from typing import cast
 
-from flask_login import current_user
-from flask_restful import Resource, inputs, marshal, marshal_with, reqparse
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource, inputs, marshal, marshal_with, reqparse  # type: ignore
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import BadRequest, Forbidden, abort

api/controllers/console/app/app_import.py

@@ -1,14 +1,13 @@
 from typing import cast
 
-from flask_login import current_user
-from flask_restful import Resource, marshal_with, reqparse
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource, marshal_with, reqparse  # type: ignore
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden
 
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import (
     account_initialization_required,
-    cloud_edition_billing_resource_check,
     setup_required,
 )
 from extensions.ext_database import db
@@ -24,7 +23,6 @@ class AppImportApi(Resource):
     @login_required
     @account_initialization_required
     @marshal_with(app_import_fields)
-    @cloud_edition_billing_resource_check("apps")
     def post(self):
         # Check user role first
         if not current_user.is_editor:

api/controllers/console/app/audio.py

@@ -1,7 +1,7 @@
 import logging
 
 from flask import request
-from flask_restful import Resource, reqparse
+from flask_restful import Resource, reqparse  # type: ignore
 from werkzeug.exceptions import InternalServerError
 
 import services
@@ -80,6 +80,8 @@ class ChatMessageTextApi(Resource):
     @account_initialization_required
     @get_app_model
     def post(self, app_model: App):
+        from werkzeug.exceptions import InternalServerError
+
         try:
             parser = reqparse.RequestParser()
             parser.add_argument("message_id", type=str, location="json")

api/controllers/console/app/completion.py

@@ -1,7 +1,7 @@
 import logging
 
-import flask_login
-from flask_restful import Resource, reqparse
+import flask_login  # type: ignore
+from flask_restful import Resource, reqparse  # type: ignore
 from werkzeug.exceptions import InternalServerError, NotFound
 
 import services

api/controllers/console/app/conversation.py

@@ -1,9 +1,9 @@
 from datetime import UTC, datetime
 
 import pytz  # pip install pytz
-from flask_login import current_user
-from flask_restful import Resource, marshal_with, reqparse
-from flask_restful.inputs import int_range
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource, marshal_with, reqparse  # type: ignore
+from flask_restful.inputs import int_range  # type: ignore
 from sqlalchemy import func, or_
 from sqlalchemy.orm import joinedload
 from werkzeug.exceptions import Forbidden, NotFound

api/controllers/console/app/conversation_variables.py

@@ -1,4 +1,4 @@
-from flask_restful import Resource, marshal_with, reqparse
+from flask_restful import Resource, marshal_with, reqparse  # type: ignore
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 

api/controllers/console/app/generator.py

@@ -1,7 +1,7 @@
 import os
 
-from flask_login import current_user
-from flask_restful import Resource, reqparse
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource, reqparse  # type: ignore
 
 from controllers.console import api
 from controllers.console.app.error import (
@@ -85,35 +85,5 @@ class RuleCodeGenerateApi(Resource):
         return code_result
 
 
-class RuleStructuredOutputGenerateApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    def post(self):
-        parser = reqparse.RequestParser()
-        parser.add_argument("instruction", type=str, required=True, nullable=False, location="json")
-        parser.add_argument("model_config", type=dict, required=True, nullable=False, location="json")
-        args = parser.parse_args()
-
-        account = current_user
-        try:
-            structured_output = LLMGenerator.generate_structured_output(
-                tenant_id=account.current_tenant_id,
-                instruction=args["instruction"],
-                model_config=args["model_config"],
-            )
-        except ProviderTokenNotInitError as ex:
-            raise ProviderNotInitializeError(ex.description)
-        except QuotaExceededError:
-            raise ProviderQuotaExceededError()
-        except ModelCurrentlyNotSupportError:
-            raise ProviderModelCurrentlyNotSupportError()
-        except InvokeError as e:
-            raise CompletionRequestError(e.description)
-
-        return structured_output
-
-
 api.add_resource(RuleGenerateApi, "/rule-generate")
 api.add_resource(RuleCodeGenerateApi, "/rule-code-generate")
-api.add_resource(RuleStructuredOutputGenerateApi, "/rule-structured-output-generate")

api/controllers/console/app/message.py

@@ -1,8 +1,8 @@
 import logging
 
-from flask_login import current_user
-from flask_restful import Resource, fields, marshal_with, reqparse
-from flask_restful.inputs import int_range
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource, fields, marshal_with, reqparse  # type: ignore
+from flask_restful.inputs import int_range  # type: ignore
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 from controllers.console import api

api/controllers/console/app/model_config.py

@@ -2,8 +2,8 @@ import json
 from typing import cast
 
 from flask import request
-from flask_login import current_user
-from flask_restful import Resource
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource  # type: ignore
 
 from controllers.console import api
 from controllers.console.app.wraps import get_app_model

api/controllers/console/app/ops_trace.py

@@ -1,4 +1,4 @@
-from flask_restful import Resource, reqparse
+from flask_restful import Resource, reqparse  # type: ignore
 from werkzeug.exceptions import BadRequest
 
 from controllers.console import api
@@ -84,7 +84,7 @@ class TraceAppConfigApi(Resource):
             result = OpsService.delete_tracing_app_config(app_id=app_id, tracing_provider=args["tracing_provider"])
             if not result:
                 raise TracingConfigNotExist()
-            return {"result": "success"}, 204
+            return {"result": "success"}
         except Exception as e:
             raise BadRequest(str(e))
 

api/controllers/console/app/site.py

@@ -1,7 +1,7 @@
 from datetime import UTC, datetime
 
-from flask_login import current_user
-from flask_restful import Resource, marshal_with, reqparse
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource, marshal_with, reqparse  # type: ignore
 from werkzeug.exceptions import Forbidden, NotFound
 
 from constants.languages import supported_language

api/controllers/console/app/statistic.py

@@ -3,8 +3,8 @@ from decimal import Decimal
 
 import pytz
 from flask import jsonify
-from flask_login import current_user
-from flask_restful import Resource, reqparse
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource, reqparse  # type: ignore
 
 from controllers.console import api
 from controllers.console.app.wraps import get_app_model

api/controllers/console/app/workflow.py

@@ -3,7 +3,7 @@ import logging
 from typing import cast
 
 from flask import abort, request
-from flask_restful import Resource, inputs, marshal_with, reqparse
+from flask_restful import Resource, inputs, marshal_with, reqparse  # type: ignore
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 

api/controllers/console/app/workflow_app_log.py

@@ -1,6 +1,7 @@
-from dateutil.parser import isoparse
-from flask_restful import Resource, marshal_with, reqparse
-from flask_restful.inputs import int_range
+from datetime import datetime
+
+from flask_restful import Resource, marshal_with, reqparse  # type: ignore
+from flask_restful.inputs import int_range  # type: ignore
 from sqlalchemy.orm import Session
 
 from controllers.console import api
@@ -40,10 +41,10 @@ class WorkflowAppLogApi(Resource):
 
         args.status = WorkflowRunStatus(args.status) if args.status else None
         if args.created_at__before:
-            args.created_at__before = isoparse(args.created_at__before)
+            args.created_at__before = datetime.fromisoformat(args.created_at__before.replace("Z", "+00:00"))
 
         if args.created_at__after:
-            args.created_at__after = isoparse(args.created_at__after)
+            args.created_at__after = datetime.fromisoformat(args.created_at__after.replace("Z", "+00:00"))
 
         # get paginate workflow app logs
         workflow_app_service = WorkflowAppService()

api/controllers/console/app/workflow_run.py

@@ -1,5 +1,5 @@
-from flask_restful import Resource, marshal_with, reqparse
-from flask_restful.inputs import int_range
+from flask_restful import Resource, marshal_with, reqparse  # type: ignore
+from flask_restful.inputs import int_range  # type: ignore
 
 from controllers.console import api
 from controllers.console.app.wraps import get_app_model

api/controllers/console/app/workflow_statistic.py

@@ -3,8 +3,8 @@ from decimal import Decimal
 
 import pytz
 from flask import jsonify
-from flask_login import current_user
-from flask_restful import Resource, reqparse
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource, reqparse  # type: ignore
 
 from controllers.console import api
 from controllers.console.app.wraps import get_app_model

api/controllers/console/auth/activate.py

@@ -1,7 +1,7 @@
 import datetime
 
 from flask import request
-from flask_restful import Resource, reqparse
+from flask_restful import Resource, reqparse  # type: ignore
 
 from constants.languages import supported_language
 from controllers.console import api

api/controllers/console/auth/data_source_bearer_auth.py

@@ -1,5 +1,5 @@
-from flask_login import current_user
-from flask_restful import Resource, reqparse
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource, reqparse  # type: ignore
 from werkzeug.exceptions import Forbidden
 
 from controllers.console import api
@@ -65,7 +65,7 @@ class ApiKeyAuthDataSourceBindingDelete(Resource):
 
         ApiKeyAuthService.delete_provider_auth(current_user.current_tenant_id, binding_id)
 
-        return {"result": "success"}, 204
+        return {"result": "success"}, 200
 
 
 api.add_resource(ApiKeyAuthDataSource, "/api-key-auth/data-source")

api/controllers/console/auth/data_source_oauth.py

@@ -2,8 +2,8 @@ import logging
 
 import requests
 from flask import current_app, redirect, request
-from flask_login import current_user
-from flask_restful import Resource
+from flask_login import current_user  # type: ignore
+from flask_restful import Resource  # type: ignore
 from werkzeug.exceptions import Forbidden
 
 from configs import dify_config
@@ -74,9 +74,7 @@ class OAuthDataSourceBinding(Resource):
         if not oauth_provider:
             return {"error": "Invalid provider"}, 400
         if "code" in request.args:
-            code = request.args.get("code", "")
-            if not code:
-                return {"error": "Invalid code"}, 400
+            code = request.args.get("code")
             try:
                 oauth_provider.get_access_token(code)
             except requests.exceptions.HTTPError as e:

api/controllers/console/auth/forgot_password.py

@@ -2,7 +2,7 @@ import base64
 import secrets
 
 from flask import request
-from flask_restful import Resource, reqparse
+from flask_restful import Resource, reqparse  # type: ignore
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 
@@ -16,7 +16,7 @@ from controllers.console.auth.error import (
     PasswordMismatchError,
 )
 from controllers.console.error import AccountInFreezeError, AccountNotFound, EmailSendIpLimitError
-from controllers.console.wraps import email_password_login_enabled, setup_required
+from controllers.console.wraps import setup_required
 from events.tenant_event import tenant_was_created
 from extensions.ext_database import db
 from libs.helper import email, extract_remote_ip
@@ -30,7 +30,6 @@ from services.feature_service import FeatureService
 
 class ForgotPasswordSendEmailApi(Resource):
     @setup_required
-    @email_password_login_enabled
     def post(self):
         parser = reqparse.RequestParser()
         parser.add_argument("email", type=email, required=True, location="json")
@@ -63,7 +62,6 @@ class ForgotPasswordSendEmailApi(Resource):
 
 class ForgotPasswordCheckApi(Resource):
     @setup_required
-    @email_password_login_enabled
     def post(self):
         parser = reqparse.RequestParser()
         parser.add_argument("email", type=str, required=True, location="json")
@@ -88,21 +86,12 @@ class ForgotPasswordCheckApi(Resource):
             AccountService.add_forgot_password_error_rate_limit(args["email"])
             raise EmailCodeError()
 
-        # Verified, revoke the first token
-        AccountService.revoke_reset_password_token(args["token"])
-
-        # Refresh token data by generating a new token
-        _, new_token = AccountService.generate_reset_password_token(
-            user_email, code=args["code"], additional_data={"phase": "reset"}
-        )
-
         AccountService.reset_forgot_password_error_rate_limit(args["email"])
-        return {"is_valid": True, "email": token_data.get("email"), "token": new_token}
+        return {"is_valid": True, "email": token_data.get("email")}
 
 
 class ForgotPasswordResetApi(Resource):
     @setup_required
-    @email_password_login_enabled
     def post(self):
         parser = reqparse.RequestParser()
         parser.add_argument("token", type=str, required=True, nullable=False, location="json")
@@ -110,67 +99,53 @@ class ForgotPasswordResetApi(Resource):
         parser.add_argument("password_confirm", type=valid_password, required=True, nullable=False, location="json")
         args = parser.parse_args()
 
-        # Validate passwords match
-        if args["new_password"] != args["password_confirm"]:
+        new_password = args["new_password"]
+        password_confirm = args["password_confirm"]
+
+        if str(new_password).strip() != str(password_confirm).strip():
             raise PasswordMismatchError()
 
-        # Validate token and get reset data
-        reset_data = AccountService.get_reset_password_data(args["token"])
-        if not reset_data:
-            raise InvalidTokenError()
-        # Must use token in reset phase
-        if reset_data.get("phase", "") != "reset":
+        token = args["token"]
+        reset_data = AccountService.get_reset_password_data(token)
+
+        if reset_data is None:
             raise InvalidTokenError()
 
-        # Revoke token to prevent reuse
-        AccountService.revoke_reset_password_token(args["token"])
+        AccountService.revoke_reset_password_token(token)
 
-        # Generate secure salt and hash password
         salt = secrets.token_bytes(16)
-        password_hashed = hash_password(args["new_password"], salt)
+        base64_salt = base64.b64encode(salt).decode()
 
-        email = reset_data.get("email", "")
+        password_hashed = hash_password(new_password, salt)
+        base64_password_hashed = base64.b64encode(password_hashed).decode()
 
         with Session(db.engine) as session:
-            account = session.execute(select(Account).filter_by(email=email)).scalar_one_or_none()
-
-            if account:
-                self._update_existing_account(account, password_hashed, salt, session)
-            else:
-                self._create_new_account(email, args["password_confirm"])
+            account = session.execute(select(Account).filter_by(email=reset_data.get("email"))).scalar_one_or_none()
+        if account:
+            account.password = base64_password_hashed
+            account.password_salt = base64_salt
+            db.session.commit()
+            tenant = TenantService.get_join_tenants(account)
+            if not tenant and not FeatureService.get_system_features().is_allow_create_workspace:
+                tenant = TenantService.create_tenant(f"{account.name}'s Workspace")
+                TenantService.create_tenant_member(tenant, account, role="owner")
+                account.current_tenant = tenant
+                tenant_was_created.send(tenant)
+        else:
+            try:
+                account = AccountService.create_account_and_tenant(
+                    email=reset_data.get("email", ""),
+                    name=reset_data.get("email", ""),
+                    password=password_confirm,
+                    interface_language=languages[0],
+                )
+            except WorkSpaceNotAllowedCreateError:
+                pass
+            except AccountRegisterError:
+                raise AccountInFreezeError()
 
         return {"result": "success"}
 
-    def _update_existing_account(self, account, password_hashed, salt, session):
-        # Update existing account credentials
-        account.password = base64.b64encode(password_hashed).decode()
-        account.password_salt = base64.b64encode(salt).decode()
-        session.commit()
-
-        # Create workspace if needed
-        if (
-            not TenantService.get_join_tenants(account)
-            and FeatureService.get_system_features().is_allow_create_workspace
-        ):
-            tenant = TenantService.create_tenant(f"{account.name}'s Workspace")
-            TenantService.create_tenant_member(tenant, account, role="owner")
-            account.current_tenant = tenant
-            tenant_was_created.send(tenant)
-
-    def _create_new_account(self, email, password):
-        # Create new account if allowed
-        try:
-            AccountService.create_account_and_tenant(
-                email=email,
-                name=email,
-                password=password,
-                interface_language=languages[0],
-            )
-        except WorkSpaceNotAllowedCreateError:
-            pass
-        except AccountRegisterError:
-            raise AccountInFreezeError()
-
 
 api.add_resource(ForgotPasswordSendEmailApi, "/forgot-password")
 api.add_resource(ForgotPasswordCheckApi, "/forgot-password/validity")

api/controllers/console/auth/login.py

@@ -1,8 +1,8 @@
 from typing import cast
 
-import flask_login
+import flask_login  # type: ignore
 from flask import request
-from flask_restful import Resource, reqparse
+from flask_restful import Resource, reqparse  # type: ignore
 
 import services
 from configs import dify_config
@@ -22,7 +22,7 @@ from controllers.console.error import (
     EmailSendIpLimitError,
     NotAllowedCreateWorkspace,
 )
-from controllers.console.wraps import email_password_login_enabled, setup_required
+from controllers.console.wraps import setup_required
 from events.tenant_event import tenant_was_created
 from libs.helper import email, extract_remote_ip
 from libs.password import valid_password
@@ -38,7 +38,6 @@ class LoginApi(Resource):
     """Resource for user login."""
 
     @setup_required
-    @email_password_login_enabled
     def post(self):
         """Authenticate user and login."""
         parser = reqparse.RequestParser()
@@ -111,7 +110,6 @@ class LogoutApi(Resource):
 
 class ResetPasswordSendEmailApi(Resource):
     @setup_required
-    @email_password_login_enabled
     def post(self):
         parser = reqparse.RequestParser()
         parser.add_argument("email", type=email, required=True, location="json")