🔖 Release version 0.124.3

[skip ci]

.github/labeler.yml

@@ -17,6 +17,7 @@ lang-all:
         - docs/*/docs/**
       - all-globs-to-all-files:
         - '!docs/en/docs/**'
+        - '!docs/*/**/_*.md'
         - '!fastapi/**'
         - '!pyproject.toml'
 

.github/workflows/build-docs.yml

@@ -21,7 +21,7 @@ jobs:
     outputs:
       docs: ${{ steps.filter.outputs.docs }}
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6
     # For pull requests it's not necessary to checkout the code but for the main branch it is
     - uses: dorny/paths-filter@v3
       id: filter
@@ -32,12 +32,9 @@ jobs:
             - docs/**
             - docs_src/**
             - requirements-docs.txt
-            - requirements-docs-insiders.txt
             - pyproject.toml
             - mkdocs.yml
-            - mkdocs.insiders.yml
-            - mkdocs.maybe-insiders.yml
-            - mkdocs.no-insiders.yml
+            - mkdocs.env.yml
             - .github/workflows/build-docs.yml
             - .github/workflows/deploy-docs.yml
             - scripts/mkdocs_hooks.py
@@ -48,7 +45,7 @@ jobs:
     outputs:
       langs: ${{ steps.show-langs.outputs.langs }}
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:
@@ -63,12 +60,6 @@ jobs:
             pyproject.toml
       - name: Install docs extras
         run: uv pip install -r requirements-docs.txt
-      # Install MkDocs Material Insiders here just to put it in the cache for the rest of the steps
-      - name: Install Material for MkDocs Insiders
-        if: ( github.event_name != 'pull_request' || github.secret_source == 'Actions' )
-        run: uv pip install -r requirements-docs-insiders.txt
-        env:
-          TOKEN: ${{ secrets.FASTAPI_MKDOCS_MATERIAL_INSIDERS }}
       - name: Verify Docs
         run: python ./scripts/docs.py verify-docs
       - name: Export Language Codes
@@ -90,7 +81,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:
@@ -105,11 +96,6 @@ jobs:
             pyproject.toml
       - name: Install docs extras
         run: uv pip install -r requirements-docs.txt
-      - name: Install Material for MkDocs Insiders
-        if: ( github.event_name != 'pull_request' || github.secret_source == 'Actions' )
-        run: uv pip install -r requirements-docs-insiders.txt
-        env:
-          TOKEN: ${{ secrets.FASTAPI_MKDOCS_MATERIAL_INSIDERS }}
       - name: Update Languages
         run: python ./scripts/docs.py update-languages
       - uses: actions/cache@v4

.github/workflows/contributors.yml

@@ -24,7 +24,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:

.github/workflows/deploy-docs.yml

@@ -23,7 +23,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:

.github/workflows/label-approved.yml

@@ -20,7 +20,7 @@ jobs:
       env:
         GITHUB_CONTEXT: ${{ toJson(github) }}
       run: echo "$GITHUB_CONTEXT"
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6
     - name: Set up Python
       uses: actions/setup-python@v6
       with:

.github/workflows/latest-changes.yml

@@ -24,6 +24,8 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
+      # pin to actions/checkout@v5 for compatibility with latest-changes
+      # Ref: https://github.com/actions/checkout/issues/2313
       - uses: actions/checkout@v5
         with:
           # To allow latest-changes to commit to the main branch
@@ -34,7 +36,7 @@ jobs:
         if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.debug_enabled == 'true' }}
         with:
           limit-access-to-actor: true
-      - uses: tiangolo/latest-changes@0.4.0
+      - uses: tiangolo/latest-changes@0.4.1
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
           latest_changes_file: docs/en/docs/release-notes.md

.github/workflows/notify-translations.yml

@@ -28,7 +28,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:

.github/workflows/people.yml

@@ -24,7 +24,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:

.github/workflows/pre-commit.yml

@@ -0,0 +1,88 @@
+name: pre-commit
+
+on:
+  pull_request:
+    types:
+      - opened
+      - synchronize
+
+env:
+  IS_FORK: ${{ github.event.pull_request.head.repo.full_name != github.repository }}
+
+jobs:
+  pre-commit:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Dump GitHub context
+        env:
+          GITHUB_CONTEXT: ${{ toJson(github) }}
+        run: echo "$GITHUB_CONTEXT"
+      - uses: actions/checkout@v5
+        name: Checkout PR for own repo
+        if: env.IS_FORK == 'false'
+        with:
+          # To be able to commit it needs more than the last commit
+          ref: ${{ github.head_ref }}
+          # A token other than the default GITHUB_TOKEN is needed to be able to trigger CI
+          token: ${{ secrets.PRE_COMMIT }}
+      # pre-commit lite ci needs the default checkout configs to work
+      - uses: actions/checkout@v5
+        name: Checkout PR for fork
+        if: env.IS_FORK == 'true'
+      - name: Set up Python
+        uses: actions/setup-python@v6
+        with:
+          python-version: "3.14"
+      - name: Setup uv
+        uses: astral-sh/setup-uv@v7
+        with:
+          cache-dependency-glob: |
+            requirements**.txt
+            pyproject.toml
+            uv.lock
+      - name: Install Dependencies
+        run: |
+          uv venv
+          uv pip install -r requirements.txt
+      - name: Run pre-commit
+        id: precommit
+        run: |
+          # Fetch the base branch for comparison
+          git fetch origin ${{ github.base_ref }}
+          uvx pre-commit run --from-ref origin/${{ github.base_ref }} --to-ref HEAD --show-diff-on-failure
+        continue-on-error: true
+      - name: Commit and push changes
+        if: env.IS_FORK == 'false'
+        run: |
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+          git add -A
+          if git diff --staged --quiet; then
+            echo "No changes to commit"
+          else
+            git commit -m "🎨 Auto format"
+            git push
+          fi
+      - uses: pre-commit-ci/lite-action@v1.1.0
+        if: env.IS_FORK == 'true'
+        with:
+          msg: 🎨 Auto format
+      - name: Error out on pre-commit errors
+        if: steps.precommit.outcome == 'failure'
+        run: exit 1
+
+  # https://github.com/marketplace/actions/alls-green#why
+  pre-commit-alls-green:  # This job does nothing and is only used for the branch protection
+    if: always()
+    needs:
+      - pre-commit
+    runs-on: ubuntu-latest
+    steps:
+      - name: Dump GitHub context
+        env:
+          GITHUB_CONTEXT: ${{ toJson(github) }}
+        run: echo "$GITHUB_CONTEXT"
+      - name: Decide whether the needed jobs succeeded or failed
+        uses: re-actors/alls-green@release/v1
+        with:
+          jobs: ${{ toJSON(needs) }}

.github/workflows/publish.yml

@@ -20,7 +20,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:

.github/workflows/smokeshow.yml

@@ -21,7 +21,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - uses: actions/setup-python@v6
         with:
           python-version: '3.9'

.github/workflows/sponsors.yml

@@ -24,7 +24,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:

.github/workflows/test-redistribute.yml

@@ -22,7 +22,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:

.github/workflows/test.yml

@@ -23,7 +23,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:
@@ -44,28 +44,51 @@ jobs:
         run: bash scripts/lint.sh
 
   test:
-    runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version:
-          - "3.14"
-          - "3.13"
-          - "3.12"
-          - "3.11"
-          - "3.10"
-          - "3.9"
-          - "3.8"
-        pydantic-version: ["pydantic-v1", "pydantic-v2"]
-        exclude:
-          - python-version: "3.14"
+        os: [ windows-latest, macos-latest ]
+        python-version: [ "3.14" ]
+        pydantic-version: [ "pydantic-v2" ]
+        include:
+          - os: macos-latest
+            python-version: "3.8"
             pydantic-version: "pydantic-v1"
+          - os: windows-latest
+            python-version: "3.8"
+            pydantic-version: "pydantic-v2"
+            coverage: coverage
+          - os: ubuntu-latest
+            python-version: "3.9"
+            pydantic-version: "pydantic-v1"
+            coverage: coverage
+          - os: macos-latest
+            python-version: "3.10"
+            pydantic-version: "pydantic-v2"
+          - os: windows-latest
+            python-version: "3.11"
+            pydantic-version: "pydantic-v1"
+          - os: ubuntu-latest
+            python-version: "3.12"
+            pydantic-version: "pydantic-v2"
+          - os: macos-latest
+            python-version: "3.13"
+            pydantic-version: "pydantic-v1"
+          - os: windows-latest
+            python-version: "3.13"
+            pydantic-version: "pydantic-v2"
+            coverage: coverage
+          - os: ubuntu-latest
+            python-version: "3.14"
+            pydantic-version: "pydantic-v2"
+            coverage: coverage
       fail-fast: false
+    runs-on: ${{ matrix.os }}
     steps:
       - name: Dump GitHub context
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:
@@ -96,10 +119,12 @@ jobs:
         env:
           COVERAGE_FILE: coverage/.coverage.${{ runner.os }}-py${{ matrix.python-version }}
           CONTEXT: ${{ runner.os }}-py${{ matrix.python-version }}
+      # Do not store coverage for all possible combinations to avoid file size max errors in Smokeshow
       - name: Store coverage files
+        if: matrix.coverage == 'coverage'
         uses: actions/upload-artifact@v5
         with:
-          name: coverage-${{ matrix.python-version }}-${{ matrix.pydantic-version }}
+          name: coverage-${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.pydantic-version }}
           path: coverage
           include-hidden-files: true
 
@@ -111,7 +136,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - uses: actions/setup-python@v6
         with:
           python-version: '3.8'

.github/workflows/topic-repos.yml

@@ -19,7 +19,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:

.github/workflows/translate.yml

@@ -42,7 +42,7 @@ jobs:
         env:
           GITHUB_CONTEXT: ${{ toJson(github) }}
         run: echo "$GITHUB_CONTEXT"
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Set up Python
         uses: actions/setup-python@v6
         with:

.gitignore

@@ -28,3 +28,6 @@ archive.zip
 
 # macOS
 .DS_Store
+
+# Ignore while the setup still depends on requirements.txt files
+uv.lock

.pre-commit-config.yaml

@@ -1,25 +1,29 @@
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
-default_language_version:
-    python: python3.10
 repos:
--   repo: https://github.com/pre-commit/pre-commit-hooks
+  - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v6.0.0
     hooks:
-    -   id: check-added-large-files
-    -   id: check-toml
-    -   id: check-yaml
+      - id: check-added-large-files
+      - id: check-toml
+      - id: check-yaml
         args:
-        -   --unsafe
-    -   id: end-of-file-fixer
-    -   id: trailing-whitespace
--   repo: https://github.com/astral-sh/ruff-pre-commit
+        - --unsafe
+      - id: end-of-file-fixer
+      - id: trailing-whitespace
+  - repo: https://github.com/astral-sh/ruff-pre-commit
     rev: v0.14.3
     hooks:
-    -   id: ruff
+      - id: ruff
         args:
         - --fix
-    -   id: ruff-format
-ci:
-    autofix_commit_msg: 🎨 [pre-commit.ci] Auto format from pre-commit.com hooks
-    autoupdate_commit_msg: ⬆ [pre-commit.ci] pre-commit autoupdate
+      - id: ruff-format
+  - repo: local
+    hooks:
+      - id: local-script
+        language: unsupported
+        name: local script
+        entry: uv run ./scripts/docs.py add-permalinks-pages
+        args:
+          - --update-existing
+        files: ^docs/en/docs/.*\.md$

README.md

@@ -40,11 +40,16 @@ The key features are:
 * **Robust**: Get production-ready code. With automatic interactive documentation.
 * **Standards-based**: Based on (and fully compatible with) the open standards for APIs: <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (previously known as Swagger) and <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>.
 
-<small>* estimation based on tests on an internal development team, building production applications.</small>
+<small>* estimation based on tests conducted by an internal development team, building production applications.</small>
 
 ## Sponsors
 
 <!-- sponsors -->
+### Keystone Sponsor
+
+<a href="https://fastapicloud.com" target="_blank" title="FastAPI Cloud. By the same team behind FastAPI. You code. We Cloud."><img src="https://fastapi.tiangolo.com/img/sponsors/fastapicloud.png"></a>
+
+### Gold and Silver Sponsors
 
 <a href="https://blockbee.io?ref=fastapi" target="_blank" title="BlockBee Cryptocurrency Payment Gateway"><img src="https://fastapi.tiangolo.com/img/sponsors/blockbee.png"></a>
 <a href="https://github.com/scalar/scalar/?utm_source=fastapi&utm_medium=website&utm_campaign=main-badge" target="_blank" title="Scalar: Beautiful Open-Source API References from Swagger/OpenAPI files"><img src="https://fastapi.tiangolo.com/img/sponsors/scalar.svg"></a>
@@ -56,6 +61,7 @@ The key features are:
 <a href="https://subtotal.com/?utm_source=fastapi&utm_medium=sponsorship&utm_campaign=open-source" target="_blank" title="The Gold Standard in Retail Account Linking"><img src="https://fastapi.tiangolo.com/img/sponsors/subtotal.svg"></a>
 <a href="https://docs.railway.com/guides/fastapi?utm_medium=integration&utm_source=docs&utm_campaign=fastapi" target="_blank" title="Deploy enterprise applications at startup speed"><img src="https://fastapi.tiangolo.com/img/sponsors/railway.png"></a>
 <a href="https://serpapi.com/?utm_source=fastapi_website" target="_blank" title="SerpApi: Web Search API"><img src="https://fastapi.tiangolo.com/img/sponsors/serpapi.png"></a>
+<a href="https://www.greptile.com/?utm_source=fastapi&utm_medium=sponsorship&utm_campaign=fastapi_sponsor_page" target="_blank" title="Greptile: The AI Code Reviewer"><img src="https://fastapi.tiangolo.com/img/sponsors/greptile.png"></a>
 <a href="https://databento.com/?utm_source=fastapi&utm_medium=sponsor&utm_content=display" target="_blank" title="Pay as you go for market data"><img src="https://fastapi.tiangolo.com/img/sponsors/databento.svg"></a>
 <a href="https://speakeasy.com/editor?utm_source=fastapi+repo&utm_medium=github+sponsorship" target="_blank" title="SDKs for your API | Speakeasy"><img src="https://fastapi.tiangolo.com/img/sponsors/speakeasy.png"></a>
 <a href="https://www.svix.com/" target="_blank" title="Svix - Webhooks as a service"><img src="https://fastapi.tiangolo.com/img/sponsors/svix.svg"></a>
@@ -447,6 +453,58 @@ For a more complete example including more features, see the <a href="https://fa
     * **Cookie Sessions**
     * ...and more.
 
+### Deploy your app (optional)
+
+You can optionally deploy your FastAPI app to <a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>, go and join the waiting list if you haven't. 🚀
+
+If you already have a **FastAPI Cloud** account (we invited you from the waiting list 😉), you can deploy your application with one command.
+
+Before deploying, make sure you are logged in:
+
+<div class="termy">
+
+```console
+$ fastapi login
+
+You are logged in to FastAPI Cloud 🚀
+```
+
+</div>
+
+Then deploy your app:
+
+<div class="termy">
+
+```console
+$ fastapi deploy
+
+Deploying to FastAPI Cloud...
+
+✅ Deployment successful!
+
+🐔 Ready the chicken! Your app is ready at https://myapp.fastapicloud.dev
+```
+
+</div>
+
+That's it! Now you can access your app at that URL. ✨
+
+#### About FastAPI Cloud
+
+**<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** is built by the same author and team behind **FastAPI**.
+
+It streamlines the process of **building**, **deploying**, and **accessing** an API with minimal effort.
+
+It brings the same **developer experience** of building apps with FastAPI to **deploying** them to the cloud. 🎉
+
+FastAPI Cloud is the primary sponsor and funding provider for the *FastAPI and friends* open source projects. ✨
+
+#### Deploy to other cloud providers
+
+FastAPI is open source and based on standards. You can deploy FastAPI apps to any cloud provider you choose.
+
+Follow your cloud provider's guides to deploy FastAPI apps with them. 🤓
+
 ## Performance
 
 Independent TechEmpower benchmarks show **FastAPI** applications running under Uvicorn as <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">one of the fastest Python frameworks available</a>, only below Starlette and Uvicorn themselves (used internally by FastAPI). (*)

docs/de/docs/_llm-test.md

@@ -443,7 +443,7 @@ Für einige sprachspezifische Anweisungen, siehe z. B. den Abschnitt `### Headin
 * die Workload
 
 * das Deployment
-* bereitstellen
+* deployen
 
 * das SDK
 * das Software Development Kit

docs/de/docs/advanced/additional-responses.md

@@ -175,7 +175,7 @@ Sie können denselben `responses`-Parameter verwenden, um verschiedene Medientyp
 
 Sie können beispielsweise einen zusätzlichen Medientyp `image/png` hinzufügen und damit deklarieren, dass Ihre *Pfadoperation* ein JSON-Objekt (mit dem Medientyp `application/json`) oder ein PNG-Bild zurückgeben kann:
 
-{* ../../docs_src/additional_responses/tutorial002.py hl[19:24,28] *}
+{* ../../docs_src/additional_responses/tutorial002_py310.py hl[17:22,26] *}
 
 /// note | Hinweis
 
@@ -237,7 +237,7 @@ Mit dieser Technik können Sie einige vordefinierte Responses in Ihren *Pfadoper
 
 Zum Beispiel:
 
-{* ../../docs_src/additional_responses/tutorial004.py hl[13:17,26] *}
+{* ../../docs_src/additional_responses/tutorial004_py310.py hl[11:15,24] *}
 
 ## Weitere Informationen zu OpenAPI-Responses { #more-information-about-openapi-responses }
 

docs/de/docs/advanced/advanced-dependencies.md

@@ -144,7 +144,7 @@ Dies wurde in Version 0.110.0 geändert, um unbehandelten Speicherverbrauch durc
 
 ### Hintergrundtasks und Abhängigkeiten mit `yield`, Technische Details { #background-tasks-and-dependencies-with-yield-technical-details }
 
-Vor FastAPI 0.106.0 war das Werfen von Exceptions nach `yield` nicht möglich, der Exit-Code in Abhängigkeiten mit `yield` wurde ausgeführt, nachdem die Response gesendet wurde, sodass [Exceptionhandler](../handling-errors.md#install-custom-exception-handlers){.internal-link target=_blank} bereits ausgeführt worden wären.
+Vor FastAPI 0.106.0 war das Werfen von Exceptions nach `yield` nicht möglich, der Exit-Code in Abhängigkeiten mit `yield` wurde ausgeführt, nachdem die Response gesendet wurde, sodass [Exceptionhandler](../tutorial/handling-errors.md#install-custom-exception-handlers){.internal-link target=_blank} bereits ausgeführt worden wären.
 
 Dies war so designt, hauptsächlich um die Verwendung derselben von Abhängigkeiten „geyieldeten“ Objekte in Hintergrundtasks zu ermöglichen, da der Exit-Code erst ausgeführt wurde, nachdem die Hintergrundtasks abgeschlossen waren.
 

docs/de/docs/advanced/behind-a-proxy.md

@@ -64,7 +64,7 @@ Wenn Sie mehr über HTTPS erfahren möchten, lesen Sie den Leitfaden [Über HTTP
 
 ///
 
-### Wie Proxy-Forwarded-Header funktionieren
+### Wie Proxy-Forwarded-Header funktionieren { #how-proxy-forwarded-headers-work }
 
 Hier ist eine visuelle Darstellung, wie der **Proxy** weitergeleitete Header zwischen dem Client und dem **Anwendungsserver** hinzufügt:
 
@@ -228,7 +228,7 @@ Die Übergabe des `root_path` an `FastAPI` wäre das Äquivalent zur Übergabe d
 
 Beachten Sie, dass der Server (Uvicorn) diesen `root_path` für nichts anderes verwendet als für die Weitergabe an die Anwendung.
 
-Aber wenn Sie mit Ihrem Browser auf <a href="http://127.0.0.1:8000" class="external-link" target="_blank">http://127.0.0.1:8000/app</a> gehen, sehen Sie die normale Response:
+Aber wenn Sie mit Ihrem Browser auf <a href="http://127.0.0.1:8000/app" class="external-link" target="_blank">http://127.0.0.1:8000/app</a> gehen, sehen Sie die normale Response:
 
 ```JSON
 {
@@ -443,6 +443,14 @@ Die Dokumentationsoberfläche interagiert mit dem von Ihnen ausgewählten Server
 
 ///
 
+/// note | Technische Details
+
+Die Eigenschaft `servers` in der OpenAPI-Spezifikation ist optional.
+
+Wenn Sie den Parameter `servers` nicht angeben und `root_path` den Wert `/` hat, wird die Eigenschaft `servers` im generierten OpenAPI-Schema standardmäßig vollständig weggelassen, was dem Äquivalent eines einzelnen Servers mit einem `url`-Wert von `/` entspricht.
+
+///
+
 ### Den automatischen Server von `root_path` deaktivieren { #disable-automatic-server-from-root-path }
 
 Wenn Sie nicht möchten, dass **FastAPI** einen automatischen Server inkludiert, welcher `root_path` verwendet, können Sie den Parameter `root_path_in_servers=False` verwenden:

docs/de/docs/advanced/dataclasses.md

@@ -4,7 +4,7 @@ FastAPI basiert auf **Pydantic**, und ich habe Ihnen gezeigt, wie Sie Pydantic-M
 
 Aber FastAPI unterstützt auf die gleiche Weise auch die Verwendung von <a href="https://docs.python.org/3/library/dataclasses.html" class="external-link" target="_blank">`dataclasses`</a>:
 
-{* ../../docs_src/dataclasses/tutorial001.py hl[1,7:12,19:20] *}
+{* ../../docs_src/dataclasses/tutorial001_py310.py hl[1,6:11,18:19] *}
 
 Das ist dank **Pydantic** ebenfalls möglich, da es <a href="https://docs.pydantic.dev/latest/concepts/dataclasses/#use-of-stdlib-dataclasses-with-basemodel" class="external-link" target="_blank">`dataclasses` intern unterstützt</a>.
 
@@ -32,7 +32,7 @@ Wenn Sie jedoch eine Menge Datenklassen herumliegen haben, ist dies ein guter Tr
 
 Sie können `dataclasses` auch im Parameter `response_model` verwenden:
 
-{* ../../docs_src/dataclasses/tutorial002.py hl[1,7:13,19] *}
+{* ../../docs_src/dataclasses/tutorial002_py310.py hl[1,6:12,18] *}
 
 Die Datenklasse wird automatisch in eine Pydantic-Datenklasse konvertiert.
 
@@ -48,7 +48,7 @@ In einigen Fällen müssen Sie möglicherweise immer noch Pydantics Version von
 
 In diesem Fall können Sie einfach die Standard-`dataclasses` durch `pydantic.dataclasses` ersetzen, was einen direkten Ersatz darstellt:
 
-{* ../../docs_src/dataclasses/tutorial003.py hl[1,5,8:11,14:17,23:25,28] *}
+{* ../../docs_src/dataclasses/tutorial003_py310.py hl[1,4,7:10,13:16,22:24,27] *}
 
 1. Wir importieren `field` weiterhin von Standard-`dataclasses`.
 

docs/de/docs/advanced/openapi-callbacks.md

@@ -31,7 +31,7 @@ Sie verfügt über eine *Pfadoperation*, die einen `Invoice`-Body empfängt, und
 
 Dieser Teil ist ziemlich normal, der größte Teil des Codes ist Ihnen wahrscheinlich bereits bekannt:
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[9:13,36:53] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[7:11,34:51] *}
 
 /// tip | Tipp
 
@@ -90,7 +90,7 @@ Wenn Sie diese Sichtweise (des *externen Entwicklers*) vorübergehend übernehme
 
 Erstellen Sie zunächst einen neuen `APIRouter`, der einen oder mehrere Callbacks enthält.
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[3,25] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[1,23] *}
 
 ### Die Callback-*Pfadoperation* erstellen { #create-the-callback-path-operation }
 
@@ -101,7 +101,7 @@ Sie sollte wie eine normale FastAPI-*Pfadoperation* aussehen:
 * Sie sollte wahrscheinlich eine Deklaration des Bodys enthalten, die sie erhalten soll, z. B. `body: InvoiceEvent`.
 * Und sie könnte auch eine Deklaration der Response enthalten, die zurückgegeben werden soll, z. B. `response_model=InvoiceEventReceived`.
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[16:18,21:22,28:32] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[14:16,19:20,26:30] *}
 
 Es gibt zwei Hauptunterschiede zu einer normalen *Pfadoperation*:
 
@@ -169,7 +169,7 @@ An diesem Punkt haben Sie die benötigte(n) *Callback-Pfadoperation(en)* (diejen
 
 Verwenden Sie nun den Parameter `callbacks` im *Pfadoperation-Dekorator Ihrer API*, um das Attribut `.routes` (das ist eigentlich nur eine `list`e von Routen/*Pfadoperationen*) dieses Callback-Routers zu übergeben:
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[35] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[33] *}
 
 /// tip | Tipp
 

docs/de/docs/advanced/path-operation-advanced-configuration.md

@@ -50,7 +50,7 @@ Das Hinzufügen eines `\f` (ein maskiertes „Form Feed“-Zeichen) führt dazu,
 
 Sie wird nicht in der Dokumentation angezeigt, aber andere Tools (z. B. Sphinx) können den Rest verwenden.
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial004.py hl[19:29] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial004_py310.py hl[17:27] *}
 
 ## Zusätzliche Responses { #additional-responses }
 
@@ -155,13 +155,13 @@ In der folgenden Anwendung verwenden wir beispielsweise weder die integrierte Fu
 
 //// tab | Pydantic v2
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007.py hl[17:22, 24] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_py39.py hl[15:20, 22] *}
 
 ////
 
 //// tab | Pydantic v1
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1.py hl[17:22, 24] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1_py39.py hl[15:20, 22] *}
 
 ////
 
@@ -179,13 +179,13 @@ Und dann parsen wir in unserem Code diesen YAML-Inhalt direkt und verwenden dann
 
 //// tab | Pydantic v2
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007.py hl[26:33] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_py39.py hl[24:31] *}
 
 ////
 
 //// tab | Pydantic v1
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1.py hl[26:33] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1_py39.py hl[24:31] *}
 
 ////
 

docs/de/docs/advanced/response-directly.md

@@ -34,7 +34,7 @@ Sie können beispielsweise kein Pydantic-Modell in eine `JSONResponse` einfügen
 
 In diesen Fällen können Sie den `jsonable_encoder` verwenden, um Ihre Daten zu konvertieren, bevor Sie sie an eine Response übergeben:
 
-{* ../../docs_src/response_directly/tutorial001.py hl[6:7,21:22] *}
+{* ../../docs_src/response_directly/tutorial001_py310.py hl[5:6,20:21] *}
 
 /// note | Technische Details
 

docs/de/docs/advanced/settings.md

@@ -148,7 +148,7 @@ Dies könnte besonders beim Testen nützlich sein, da es sehr einfach ist, eine
 
 Ausgehend vom vorherigen Beispiel könnte Ihre Datei `config.py` so aussehen:
 
-{* ../../docs_src/settings/app02/config.py hl[10] *}
+{* ../../docs_src/settings/app02_an_py39/config.py hl[10] *}
 
 Beachten Sie, dass wir jetzt keine Standardinstanz `settings = Settings()` erstellen.
 
@@ -174,7 +174,7 @@ Und dann können wir das von der *Pfadoperation-Funktion* als Abhängigkeit einf
 
 Dann wäre es sehr einfach, beim Testen ein anderes Einstellungsobjekt bereitzustellen, indem man eine Abhängigkeitsüberschreibung für `get_settings` erstellt:
 
-{* ../../docs_src/settings/app02/test_main.py hl[9:10,13,21] *}
+{* ../../docs_src/settings/app02_an_py39/test_main.py hl[9:10,13,21] *}
 
 Bei der Abhängigkeitsüberschreibung legen wir einen neuen Wert für `admin_email` fest, wenn wir das neue `Settings`-Objekt erstellen, und geben dann dieses neue Objekt zurück.
 
@@ -217,7 +217,7 @@ Und dann aktualisieren Sie Ihre `config.py` mit:
 
 //// tab | Pydantic v2
 
-{* ../../docs_src/settings/app03_an/config.py hl[9] *}
+{* ../../docs_src/settings/app03_an_py39/config.py hl[9] *}
 
 /// tip | Tipp
 
@@ -229,7 +229,7 @@ Das Attribut `model_config` wird nur für die Pydantic-Konfiguration verwendet.
 
 //// tab | Pydantic v1
 
-{* ../../docs_src/settings/app03_an/config_pv1.py hl[9:10] *}
+{* ../../docs_src/settings/app03_an_py39/config_pv1.py hl[9:10] *}
 
 /// tip | Tipp
 

docs/de/docs/deployment/cloud.md

@@ -1,16 +1,24 @@
-# FastAPI bei Cloudanbietern bereitstellen { #deploy-fastapi-on-cloud-providers }
+# FastAPI bei Cloudanbietern deployen { #deploy-fastapi-on-cloud-providers }
 
 Sie können praktisch **jeden Cloudanbieter** verwenden, um Ihre FastAPI-Anwendung bereitzustellen.
 
-In den meisten Fällen bieten die großen Cloudanbieter Anleitungen zum Bereitstellen von FastAPI an.
+In den meisten Fällen bieten die großen Cloudanbieter Anleitungen zum Deployment von FastAPI an.
+
+## FastAPI Cloud { #fastapi-cloud }
+
+**<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** wurde vom selben Autor und Team hinter **FastAPI** entwickelt.
+
+Es vereinfacht den Prozess des **Erstellens**, **Deployens** und **Zugreifens** auf eine API mit minimalem Aufwand.
+
+Es bringt die gleiche **Developer-Experience** beim Erstellen von Apps mit FastAPI auch zum **Deployment** in der Cloud. 🎉
+
+FastAPI Cloud ist der Hauptsponsor und Finanzierungsgeber für die *FastAPI and friends* Open-Source-Projekte. ✨
 
 ## Cloudanbieter – Sponsoren { #cloud-providers-sponsors }
 
-Einige Cloudanbieter ✨ [**sponsern FastAPI**](../help-fastapi.md#sponsor-the-author){.internal-link target=_blank} ✨, dies stellt die kontinuierliche und gesunde **Entwicklung** von FastAPI und seinem **Ökosystem** sicher.
+Einige andere Cloudanbieter ✨ [**sponsern FastAPI**](../help-fastapi.md#sponsor-the-author){.internal-link target=_blank} ✨ ebenfalls. 🙇
 
-Und es zeigt ihr wahres Engagement für FastAPI und seine **Community** (Sie), da sie Ihnen nicht nur einen **guten Service** bieten möchten, sondern auch sicherstellen möchten, dass Sie ein **gutes und gesundes Framework**, FastAPI, haben. 🙇
-
-Vielleicht möchten Sie deren Dienste ausprobieren und deren Anleitungen folgen:
+Sie könnten diese ebenfalls in Betracht ziehen, deren Anleitungen folgen und ihre Dienste ausprobieren:
 
 * <a href="https://docs.render.com/deploy-fastapi?utm_source=deploydoc&utm_medium=referral&utm_campaign=fastapi" class="external-link" target="_blank">Render</a>
 * <a href="https://docs.railway.com/guides/fastapi?utm_medium=integration&utm_source=docs&utm_campaign=fastapi" class="external-link" target="_blank">Railway</a>

docs/de/docs/deployment/concepts.md

@@ -1,6 +1,6 @@
 # Deployment-Konzepte { #deployments-concepts }
 
-Bei dem Deployment – der Bereitstellung – einer **FastAPI**-Anwendung, oder eigentlich jeder Art von Web-API, gibt es mehrere Konzepte, die Sie wahrscheinlich interessieren, und mithilfe der Sie die **am besten geeignete** Methode zur **Bereitstellung Ihrer Anwendung** finden können.
+Bei dem Deployment – der Bereitstellung – einer **FastAPI**-Anwendung, oder eigentlich jeder Art von Web-API, gibt es mehrere Konzepte, die Sie wahrscheinlich interessieren, und mithilfe der Sie die **am besten geeignete** Methode zum **Deployment Ihrer Anwendung** finden können.
 
 Einige wichtige Konzepte sind:
 
@@ -15,11 +15,11 @@ Wir werden sehen, wie diese sich auf das **Deployment** auswirken.
 
 Letztendlich besteht das ultimative Ziel darin, **Ihre API-Clients** auf **sichere** Weise zu versorgen, um **Unterbrechungen** zu vermeiden und die **Rechenressourcen** (z. B. entfernte Server/virtuelle Maschinen) so effizient wie möglich zu nutzen. 🚀
 
-Ich erzähle Ihnen hier etwas mehr über diese **Konzepte**, was Ihnen hoffentlich die **Intuition** gibt, die Sie benötigen, um zu entscheiden, wie Sie Ihre API in sehr unterschiedlichen Umgebungen bereitstellen, möglicherweise sogar in **zukünftigen**, die jetzt noch nicht existieren.
+Ich erzähle Ihnen hier etwas mehr über diese **Konzepte**, was Ihnen hoffentlich die **Intuition** gibt, die Sie benötigen, um zu entscheiden, wie Sie Ihre API in sehr unterschiedlichen Umgebungen deployen, möglicherweise sogar in **zukünftigen**, die jetzt noch nicht existieren.
 
-Durch die Berücksichtigung dieser Konzepte können Sie die beste Variante der Bereitstellung **Ihrer eigenen APIs** **evaluieren und konzipieren**.
+Durch die Berücksichtigung dieser Konzepte können Sie die beste Variante des Deployments **Ihrer eigenen APIs** **evaluieren und konzipieren**.
 
-In den nächsten Kapiteln werde ich Ihnen mehr **konkrete Rezepte** für die Bereitstellung von FastAPI-Anwendungen geben.
+In den nächsten Kapiteln werde ich Ihnen mehr **konkrete Rezepte** für das Deployment von FastAPI-Anwendungen geben.
 
 Aber schauen wir uns zunächst einmal diese grundlegenden **konzeptionellen Ideen** an. Diese Konzepte gelten auch für jede andere Art von Web-API. 💡
 
@@ -271,7 +271,7 @@ In diesem Fall müssen Sie sich darüber keine Sorgen machen. 🤷
 
 ### Beispiele für Strategien für Vorab-Schritte { #examples-of-previous-steps-strategies }
 
-Es hängt **stark** davon ab, wie Sie **Ihr System bereitstellen**, und hängt wahrscheinlich mit der Art und Weise zusammen, wie Sie Programme starten, Neustarts durchführen, usw.
+Es hängt **stark** davon ab, wie Sie **Ihr System deployen**, und hängt wahrscheinlich mit der Art und Weise zusammen, wie Sie Programme starten, Neustarts durchführen, usw.
 
 Hier sind einige mögliche Ideen:
 
@@ -307,7 +307,7 @@ Sie können einfache Tools wie `htop` verwenden, um die in Ihrem Server verwende
 
 ## Zusammenfassung { #recap }
 
-Sie haben hier einige der wichtigsten Konzepte gelesen, die Sie wahrscheinlich berücksichtigen müssen, wenn Sie entscheiden, wie Sie Ihre Anwendung bereitstellen:
+Sie haben hier einige der wichtigsten Konzepte gelesen, die Sie wahrscheinlich berücksichtigen müssen, wenn Sie entscheiden, wie Sie Ihre Anwendung deployen:
 
 * Sicherheit – HTTPS
 * Beim Hochfahren ausführen

docs/de/docs/deployment/docker.md

@@ -1,6 +1,6 @@
 # FastAPI in Containern – Docker { #fastapi-in-containers-docker }
 
-Beim Deployment von FastAPI-Anwendungen besteht ein gängiger Ansatz darin, ein **Linux-Containerimage** zu erstellen. Normalerweise erfolgt dies mit <a href="https://www.docker.com/" class="external-link" target="_blank">**Docker**</a>. Sie können dieses Containerimage dann auf eine von mehreren möglichen Arten bereitstellen.
+Beim Deployment von FastAPI-Anwendungen besteht ein gängiger Ansatz darin, ein **Linux-Containerimage** zu erstellen. Normalerweise erfolgt dies mit <a href="https://www.docker.com/" class="external-link" target="_blank">**Docker**</a>. Sie können dieses Containerimage dann auf eine von mehreren möglichen Arten deployen.
 
 Die Verwendung von Linux-Containern bietet mehrere Vorteile, darunter **Sicherheit**, **Replizierbarkeit**, **Einfachheit** und andere.
 
@@ -40,7 +40,7 @@ Linux-Container werden mit demselben Linux-Kernel des Hosts (Maschine, virtuelle
 
 Auf diese Weise verbrauchen Container **wenig Ressourcen**, eine Menge vergleichbar mit der direkten Ausführung der Prozesse (eine virtuelle Maschine würde viel mehr verbrauchen).
 
-Container verfügen außerdem über ihre eigenen **isoliert** laufenden Prozesse (üblicherweise nur einen Prozess), über ihr eigenes Dateisystem und ihr eigenes Netzwerk, was die Bereitstellung, Sicherheit, Entwicklung usw. vereinfacht.
+Container verfügen außerdem über ihre eigenen **isoliert** laufenden Prozesse (üblicherweise nur einen Prozess), über ihr eigenes Dateisystem und ihr eigenes Netzwerk, was Deployment, Sicherheit, Entwicklung usw. vereinfacht.
 
 ## Was ist ein Containerimage { #what-is-a-container-image }
 
@@ -598,7 +598,7 @@ Zum Beispiel:
 * Mit einem **Kubernetes**-Cluster
 * Mit einem Docker Swarm Mode-Cluster
 * Mit einem anderen Tool wie Nomad
-* Mit einem Cloud-Dienst, der Ihr Containerimage nimmt und es bereitstellt
+* Mit einem Cloud-Dienst, der Ihr Containerimage nimmt und es deployt
 
 ## Docker-Image mit `uv` { #docker-image-with-uv }
 

docs/de/docs/deployment/fastapicloud.md

@@ -0,0 +1,65 @@
+# FastAPI Cloud { #fastapi-cloud }
+
+Sie können Ihre FastAPI-App in der <a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a> mit **einem einzigen Befehl** deployen – tragen Sie sich in die Warteliste ein, falls noch nicht geschehen. 🚀
+
+## Anmelden { #login }
+
+Stellen Sie sicher, dass Sie bereits ein **FastAPI-Cloud-Konto** haben (wir haben Sie von der Warteliste eingeladen 😉).
+
+Melden Sie sich dann an:
+
+<div class="termy">
+
+```console
+$ fastapi login
+
+You are logged in to FastAPI Cloud 🚀
+```
+
+</div>
+
+## Deployen { #deploy }
+
+Stellen Sie Ihre App jetzt mit **einem einzigen Befehl** bereit:
+
+<div class="termy">
+
+```console
+$ fastapi deploy
+
+Deploying to FastAPI Cloud...
+
+✅ Deployment successful!
+
+🐔 Ready the chicken! Your app is ready at https://myapp.fastapicloud.dev
+```
+
+</div>
+
+Das war’s! Jetzt können Sie Ihre App unter dieser URL aufrufen. ✨
+
+## Über FastAPI Cloud { #about-fastapi-cloud }
+
+**<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** wird vom gleichen Autor und Team hinter **FastAPI** entwickelt.
+
+Es vereinfacht den Prozess des **Erstellens**, **Deployens** und **Nutzens** einer API mit minimalem Aufwand.
+
+Es bringt die gleiche **Developer-Experience** beim Erstellen von Apps mit FastAPI auch zum **Deployment** in der Cloud. 🎉
+
+Es kümmert sich außerdem um das meiste, was beim Deployen einer App nötig ist, zum Beispiel:
+
+* HTTPS
+* Replikation, mit Autoscaling basierend auf Requests
+* usw.
+
+FastAPI Cloud ist Hauptsponsor und Finanzierer der Open-Source-Projekte *FastAPI and friends*. ✨
+
+## Bei anderen Cloudanbietern deployen { #deploy-to-other-cloud-providers }
+
+FastAPI ist Open Source und basiert auf Standards. Sie können FastAPI-Apps bei jedem Cloudanbieter Ihrer Wahl deployen.
+
+Folgen Sie den Anleitungen Ihres Cloudanbieters, um dort FastAPI-Apps zu deployen. 🤓
+
+## Auf den eigenen Server deployen { #deploy-your-own-server }
+
+Ich werde Ihnen später in diesem **Deployment-Leitfaden** auch alle Details zeigen, sodass Sie verstehen, was passiert, was geschehen muss und wie Sie FastAPI-Apps selbst deployen können, auch auf Ihre eigenen Server. 🤓

docs/de/docs/deployment/index.md

@@ -14,7 +14,9 @@ Das steht im Gegensatz zu den **Entwicklungsphasen**, in denen Sie ständig den
 
 Es gibt mehrere Möglichkeiten, dies zu tun, abhängig von Ihrem spezifischen Anwendungsfall und den von Ihnen verwendeten Tools.
 
-Sie könnten mithilfe einer Kombination von Tools selbst **einen Server bereitstellen**, Sie könnten einen **Cloud-Dienst** nutzen, der einen Teil der Arbeit für Sie erledigt, oder andere mögliche Optionen.
+Sie könnten mithilfe einer Kombination von Tools selbst **einen Server deployen**, Sie könnten einen **Cloud-Dienst** nutzen, der einen Teil der Arbeit für Sie erledigt, oder andere mögliche Optionen.
+
+Zum Beispiel haben wir, das Team hinter FastAPI, <a href="https://fastapicloud.com" class="external-link" target="_blank">**FastAPI Cloud**</a> entwickelt, um das Deployment von FastAPI-Apps in der Cloud so reibungslos wie möglich zu gestalten, mit derselben Developer-Experience wie beim Arbeiten mit FastAPI.
 
 Ich zeige Ihnen einige der wichtigsten Konzepte, die Sie beim Deployment einer **FastAPI**-Anwendung wahrscheinlich berücksichtigen sollten (obwohl das meiste davon auch für jede andere Art von Webanwendung gilt).
 

docs/de/docs/deployment/server-workers.md

@@ -11,7 +11,7 @@ Schauen wir uns die Deployment-Konzepte von früher noch einmal an:
 
 Bis zu diesem Punkt, in allen Tutorials in der Dokumentation, haben Sie wahrscheinlich ein **Serverprogramm** ausgeführt, zum Beispiel mit dem `fastapi`-Befehl, der Uvicorn startet, und einen **einzelnen Prozess** ausführt.
 
-Wenn Sie Anwendungen bereitstellen, möchten Sie wahrscheinlich eine gewisse **Replikation von Prozessen**, um **mehrere Kerne** zu nutzen und mehr <abbr title="Request – Anfrage: Daten, die der Client zum Server sendet">Requests</abbr> bearbeiten zu können.
+Wenn Sie Anwendungen deployen, möchten Sie wahrscheinlich eine gewisse **Replikation von Prozessen**, um **mehrere Kerne** zu nutzen und mehr <abbr title="Request – Anfrage: Daten, die der Client zum Server sendet">Requests</abbr> bearbeiten zu können.
 
 Wie Sie im vorherigen Kapitel über [Deployment-Konzepte](concepts.md){.internal-link target=_blank} gesehen haben, gibt es mehrere Strategien, die Sie anwenden können.
 

docs/de/docs/fastapi-cli.md

@@ -66,7 +66,7 @@ Das Ausführen von `fastapi run` startet FastAPI standardmäßig im Produktionsm
 
 Standardmäßig ist **Autoreload** deaktiviert. Es horcht auch auf der IP-Adresse `0.0.0.0`, was alle verfügbaren IP-Adressen bedeutet, so wird es öffentlich zugänglich für jeden, der mit der Maschine kommunizieren kann. So würden Sie es normalerweise in der Produktion ausführen, beispielsweise in einem Container.
 
-In den meisten Fällen würden (und sollten) Sie einen „Terminierungsproxy“ haben, der HTTPS für Sie verwaltet. Dies hängt davon ab, wie Sie Ihre Anwendung bereitstellen. Ihr Anbieter könnte dies für Sie erledigen, oder Sie müssen es selbst einrichten.
+In den meisten Fällen würden (und sollten) Sie einen „Terminierungsproxy“ haben, der HTTPS für Sie verwaltet. Dies hängt davon ab, wie Sie Ihre Anwendung deployen. Ihr Anbieter könnte dies für Sie erledigen, oder Sie müssen es selbst einrichten.
 
 /// tip | Tipp
 

docs/de/docs/how-to/authentication-error-status-code.md

@@ -0,0 +1,17 @@
+# Alte 403-Authentifizierungsfehler-Statuscodes verwenden { #use-old-403-authentication-error-status-codes }
+
+Vor FastAPI-Version `0.122.0` verwendeten die integrierten Sicherheits-Utilities den HTTP-Statuscode `403 Forbidden`, wenn sie dem Client nach einer fehlgeschlagenen Authentifizierung einen Fehler zurückgaben.
+
+Ab FastAPI-Version `0.122.0` verwenden sie den passenderen HTTP-Statuscode `401 Unauthorized` und geben in der Response einen sinnvollen `WWW-Authenticate`-Header zurück, gemäß den HTTP-Spezifikationen, <a href="https://datatracker.ietf.org/doc/html/rfc7235#section-3.1" class="external-link" target="_blank">RFC 7235</a>, <a href="https://datatracker.ietf.org/doc/html/rfc9110#name-401-unauthorized" class="external-link" target="_blank">RFC 9110</a>.
+
+Aber falls Ihre Clients aus irgendeinem Grund vom alten Verhalten abhängen, können Sie darauf zurückgreifen, indem Sie in Ihren Sicherheitsklassen die Methode `make_not_authenticated_error` überschreiben.
+
+Sie können beispielsweise eine Unterklasse von `HTTPBearer` erstellen, die einen Fehler `403 Forbidden` zurückgibt, statt des Default-`401 Unauthorized`-Fehlers:
+
+{* ../../docs_src/authentication_error_status_code/tutorial001_an_py39.py hl[9:13] *}
+
+/// tip | Tipp
+
+Beachten Sie, dass die Funktion die Exception-Instanz zurückgibt; sie wirft sie nicht. Das Werfen erfolgt im restlichen internen Code.
+
+///

docs/de/docs/how-to/configure-swagger-ui.md

@@ -40,7 +40,7 @@ FastAPI enthält einige Defaultkonfigurationsparameter, die für die meisten Anw
 
 Es umfasst die folgenden Defaultkonfigurationen:
 
-{* ../../fastapi/openapi/docs.py ln[8:23] hl[17:23] *}
+{* ../../fastapi/openapi/docs.py ln[9:24] hl[18:24] *}
 
 Sie können jede davon überschreiben, indem Sie im Argument `swagger_ui_parameters` einen anderen Wert festlegen.
 

docs/de/docs/how-to/custom-request-and-route.md

@@ -42,7 +42,7 @@ Wenn der Header kein `gzip` enthält, wird nicht versucht, den Body zu dekomprim
 
 Auf diese Weise kann dieselbe Routenklasse gzip-komprimierte oder unkomprimierte Requests verarbeiten.
 
-{* ../../docs_src/custom_request_and_route/tutorial001.py hl[8:15] *}
+{* ../../docs_src/custom_request_and_route/tutorial001_an_py310.py hl[9:16] *}
 
 ### Eine benutzerdefinierte `GzipRoute`-Klasse erstellen { #create-a-custom-gziproute-class }
 
@@ -54,7 +54,7 @@ Diese Methode gibt eine Funktion zurück. Und diese Funktion empfängt einen <ab
 
 Hier verwenden wir sie, um aus dem ursprünglichen Request einen `GzipRequest` zu erstellen.
 
-{* ../../docs_src/custom_request_and_route/tutorial001.py hl[18:26] *}
+{* ../../docs_src/custom_request_and_route/tutorial001_an_py310.py hl[19:27] *}
 
 /// note | Technische Details
 
@@ -92,18 +92,18 @@ Wir können denselben Ansatz auch verwenden, um in einem Exceptionhandler auf de
 
 Alles, was wir tun müssen, ist, den Request innerhalb eines `try`/`except`-Blocks zu handhaben:
 
-{* ../../docs_src/custom_request_and_route/tutorial002.py hl[13,15] *}
+{* ../../docs_src/custom_request_and_route/tutorial002_an_py310.py hl[14,16] *}
 
 Wenn eine Exception auftritt, befindet sich die `Request`-Instanz weiterhin im Gültigkeitsbereich, sodass wir den Requestbody lesen und bei der Fehlerbehandlung verwenden können:
 
-{* ../../docs_src/custom_request_and_route/tutorial002.py hl[16:18] *}
+{* ../../docs_src/custom_request_and_route/tutorial002_an_py310.py hl[17:19] *}
 
 ## Benutzerdefinierte `APIRoute`-Klasse in einem Router { #custom-apiroute-class-in-a-router }
 
 Sie können auch den Parameter `route_class` eines `APIRouter` festlegen:
 
-{* ../../docs_src/custom_request_and_route/tutorial003.py hl[26] *}
+{* ../../docs_src/custom_request_and_route/tutorial003_py310.py hl[26] *}
 
 In diesem Beispiel verwenden die *Pfadoperationen* unter dem `router` die benutzerdefinierte `TimedRoute`-Klasse und haben in der Response einen zusätzlichen `X-Response-Time`-Header mit der Zeit, die zum Generieren der Response benötigt wurde:
 
-{* ../../docs_src/custom_request_and_route/tutorial003.py hl[13:20] *}
+{* ../../docs_src/custom_request_and_route/tutorial003_py310.py hl[13:20] *}

docs/de/docs/index.md

@@ -46,20 +46,26 @@ Seine Schlüssel-Merkmale sind:
 * **Robust**: Erhalten Sie produktionsreifen Code. Mit automatischer, interaktiver Dokumentation.
 * **Standards-basiert**: Basierend auf (und vollständig kompatibel mit) den offenen Standards für APIs: <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (früher bekannt als Swagger) und <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>.
 
-<small>* Schätzung basierend auf Tests in einem internen Entwicklungsteam, das Produktionsanwendungen erstellt.</small>
+<small>* Schätzung basierend auf Tests, die von einem internen Entwicklungsteam durchgeführt wurden, das Produktionsanwendungen erstellt.</small>
 
 ## Sponsoren { #sponsors }
 
 <!-- sponsors -->
 
-{% if sponsors %}
+### Keystone-Sponsor
+
+{% for sponsor in sponsors.keystone -%}
+<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+{% endfor -%}
+
+### Gold- und Silber-Sponsoren
+
 {% for sponsor in sponsors.gold -%}
 <a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
 {% endfor -%}
 {%- for sponsor in sponsors.silver -%}
 <a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
 {% endfor %}
-{% endif %}
 
 <!-- /sponsors -->
 
@@ -444,6 +450,58 @@ Für ein vollständigeres Beispiel, mit weiteren Funktionen, siehe das <a href="
     * **Cookie-Sessions**
     * ... und mehr.
 
+### Ihre App deployen (optional) { #deploy-your-app-optional }
+
+Optional können Sie Ihre FastAPI-App in die <a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a> deployen, treten Sie der Warteliste bei, falls noch nicht geschehen. 🚀
+
+Wenn Sie bereits ein **FastAPI Cloud**-Konto haben (wir haben Sie von der Warteliste eingeladen 😉), können Sie Ihre Anwendung mit einem einzigen Befehl deployen.
+
+Stellen Sie vor dem Deployen sicher, dass Sie eingeloggt sind:
+
+<div class="termy">
+
+```console
+$ fastapi login
+
+You are logged in to FastAPI Cloud 🚀
+```
+
+</div>
+
+Stellen Sie dann Ihre App bereit:
+
+<div class="termy">
+
+```console
+$ fastapi deploy
+
+Deploying to FastAPI Cloud...
+
+✅ Deployment successful!
+
+🐔 Ready the chicken! Your app is ready at https://myapp.fastapicloud.dev
+```
+
+</div>
+
+Das war’s! Jetzt können Sie unter dieser URL auf Ihre App zugreifen. ✨
+
+#### Über FastAPI Cloud { #about-fastapi-cloud }
+
+**<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** wird vom selben Autor und Team hinter **FastAPI** entwickelt.
+
+Es vereinfacht den Prozess des **Erstellens**, **Deployens** und **Zugreifens** auf eine API mit minimalem Aufwand.
+
+Es bringt die gleiche **Developer-Experience** beim Erstellen von Apps mit FastAPI auch zum **Deployment** in der Cloud. 🎉
+
+FastAPI Cloud ist der Hauptsponsor und Finanzierer der „FastAPI and friends“ Open-Source-Projekte. ✨
+
+#### Bei anderen Cloudanbietern deployen { #deploy-to-other-cloud-providers }
+
+FastAPI ist Open Source und basiert auf Standards. Sie können FastAPI-Apps bei jedem Cloudanbieter Ihrer Wahl deployen.
+
+Folgen Sie den Anleitungen Ihres Cloudanbieters, um FastAPI-Apps dort bereitzustellen. 🤓
+
 ## Performanz { #performance }
 
 Unabhängige TechEmpower-Benchmarks zeigen **FastAPI**-Anwendungen, die unter Uvicorn laufen, als <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">eines der schnellsten verfügbaren Python-Frameworks</a>, nur hinter Starlette und Uvicorn selbst (intern von FastAPI verwendet). (*)

docs/de/docs/project-generation.md

@@ -9,20 +9,20 @@ GitHub-Repository: <a href="https://github.com/tiangolo/full-stack-fastapi-templ
 ## Full Stack FastAPI Template – Technologiestack und Funktionen { #full-stack-fastapi-template-technology-stack-and-features }
 
 - ⚡ [**FastAPI**](https://fastapi.tiangolo.com/de) für die Python-Backend-API.
-    - 🧰 [SQLModel](https://sqlmodel.tiangolo.com) für die Interaktion mit der Python-SQL-Datenbank (ORM).
-    - 🔍 [Pydantic](https://docs.pydantic.dev), verwendet von FastAPI, für die Datenvalidierung und das Einstellungsmanagement.
-    - 💾 [PostgreSQL](https://www.postgresql.org) als SQL-Datenbank.
+  - 🧰 [SQLModel](https://sqlmodel.tiangolo.com) für die Interaktion mit der Python-SQL-Datenbank (ORM).
+  - 🔍 [Pydantic](https://docs.pydantic.dev), verwendet von FastAPI, für die Datenvalidierung und das Einstellungsmanagement.
+  - 💾 [PostgreSQL](https://www.postgresql.org) als SQL-Datenbank.
 - 🚀 [React](https://react.dev) für das Frontend.
-    - 💃 Verwendung von TypeScript, Hooks, [Vite](https://vitejs.dev) und anderen Teilen eines modernen Frontend-Stacks.
-    - 🎨 [Chakra UI](https://chakra-ui.com) für die Frontend-Komponenten.
-    - 🤖 Ein automatisch generierter Frontend-Client.
-    - 🧪 [Playwright](https://playwright.dev) für End-to-End-Tests.
-    - 🦇 Unterstützung des Dunkelmodus.
+  - 💃 Verwendung von TypeScript, Hooks, [Vite](https://vitejs.dev) und anderen Teilen eines modernen Frontend-Stacks.
+  - 🎨 [Tailwind CSS](https://tailwindcss.com) und [shadcn/ui](https://ui.shadcn.com) für die Frontend-Komponenten.
+  - 🤖 Ein automatisch generierter Frontend-Client.
+  - 🧪 [Playwright](https://playwright.dev) für End-to-End-Tests.
+  - 🦇 „Dark-Mode“-Unterstützung.
 - 🐋 [Docker Compose](https://www.docker.com) für Entwicklung und Produktion.
 - 🔒 Sicheres Passwort-Hashing standardmäßig.
-- 🔑 JWT-Token-Authentifizierung.
+- 🔑 JWT (JSON Web Token)-Token-Authentifizierung.
 - 📫 E-Mail-basierte Passwortwiederherstellung.
 - ✅ Tests mit [Pytest](https://pytest.org).
 - 📞 [Traefik](https://traefik.io) als Reverse-Proxy / Load Balancer.
 - 🚢 Deployment-Anleitungen unter Verwendung von Docker Compose, einschließlich der Einrichtung eines Frontend-Traefik-Proxys zur Handhabung automatischer HTTPS-Zertifikate.
-- 🏭 CI (kontinuierliche Integration) und CD (kontinuierliche Bereitstellung) basierend auf GitHub Actions.
+- 🏭 CI (kontinuierliche Integration) und CD (kontinuierliches Deployment) basierend auf GitHub Actions.

docs/de/docs/resources/index.md

@@ -1,3 +1,3 @@
 # Ressourcen { #resources }
 
-Zusätzliche Ressourcen, externe Links, Artikel und mehr. ✈️
+Zusätzliche Ressourcen, externe Links und mehr. ✈️

docs/de/docs/tutorial/bigger-applications.md

@@ -85,9 +85,7 @@ Sie können die *Pfadoperationen* für dieses Modul mit `APIRouter` erstellen.
 
 Sie importieren ihn und erstellen eine „Instanz“ auf die gleiche Weise wie mit der Klasse `FastAPI`:
 
-```Python hl_lines="1  3" title="app/routers/users.py"
-{!../../docs_src/bigger_applications/app/routers/users.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/routers/users.py hl[1,3] title["app/routers/users.py"] *}
 
 ### *Pfadoperationen* mit `APIRouter` { #path-operations-with-apirouter }
 
@@ -95,9 +93,7 @@ Und dann verwenden Sie ihn, um Ihre *Pfadoperationen* zu deklarieren.
 
 Verwenden Sie ihn auf die gleiche Weise wie die Klasse `FastAPI`:
 
-```Python hl_lines="6  11  16" title="app/routers/users.py"
-{!../../docs_src/bigger_applications/app/routers/users.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/routers/users.py hl[6,11,16] title["app/routers/users.py"] *}
 
 Sie können sich `APIRouter` als eine „Mini-`FastAPI`“-Klasse vorstellen.
 
@@ -121,35 +117,7 @@ Also fügen wir sie in ihr eigenes `dependencies`-Modul (`app/dependencies.py`)
 
 Wir werden nun eine einfache Abhängigkeit verwenden, um einen benutzerdefinierten `X-Token`-Header zu lesen:
 
-//// tab | Python 3.9+
-
-```Python hl_lines="3  6-8" title="app/dependencies.py"
-{!> ../../docs_src/bigger_applications/app_an_py39/dependencies.py!}
-```
-
-////
-
-//// tab | Python 3.8+
-
-```Python hl_lines="1  5-7" title="app/dependencies.py"
-{!> ../../docs_src/bigger_applications/app_an/dependencies.py!}
-```
-
-////
-
-//// tab | Python 3.8+ nicht annotiert
-
-/// tip | Tipp
-
-Bevorzugen Sie die `Annotated`-Version, falls möglich.
-
-///
-
-```Python hl_lines="1  4-6" title="app/dependencies.py"
-{!> ../../docs_src/bigger_applications/app/dependencies.py!}
-```
-
-////
+{* ../../docs_src/bigger_applications/app_an_py39/dependencies.py hl[3,6:8] title["app/dependencies.py"] *}
 
 /// tip | Tipp
 
@@ -181,9 +149,7 @@ Wir wissen, dass alle *Pfadoperationen* in diesem Modul folgendes haben:
 
 Anstatt also alles zu jeder *Pfadoperation* hinzuzufügen, können wir es dem `APIRouter` hinzufügen.
 
-```Python hl_lines="5-10  16  21" title="app/routers/items.py"
-{!../../docs_src/bigger_applications/app/routers/items.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/routers/items.py hl[5:10,16,21] title["app/routers/items.py"] *}
 
 Da der Pfad jeder *Pfadoperation* mit `/` beginnen muss, wie in:
 
@@ -242,9 +208,7 @@ Und wir müssen die Abhängigkeitsfunktion aus dem Modul `app.dependencies` impo
 
 Daher verwenden wir einen relativen Import mit `..` für die Abhängigkeiten:
 
-```Python hl_lines="3" title="app/routers/items.py"
-{!../../docs_src/bigger_applications/app/routers/items.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/routers/items.py hl[3] title["app/routers/items.py"] *}
 
 #### Wie relative Importe funktionieren { #how-relative-imports-work }
 
@@ -315,9 +279,7 @@ Wir fügen weder das Präfix `/items` noch `tags=["items"]` zu jeder *Pfadoperat
 
 Aber wir können immer noch _mehr_ `tags` hinzufügen, die auf eine bestimmte *Pfadoperation* angewendet werden, sowie einige zusätzliche `responses`, die speziell für diese *Pfadoperation* gelten:
 
-```Python hl_lines="30-31" title="app/routers/items.py"
-{!../../docs_src/bigger_applications/app/routers/items.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/routers/items.py hl[30:31] title["app/routers/items.py"] *}
 
 /// tip | Tipp
 
@@ -343,17 +305,13 @@ Sie importieren und erstellen wie gewohnt eine `FastAPI`-Klasse.
 
 Und wir können sogar [globale Abhängigkeiten](dependencies/global-dependencies.md){.internal-link target=_blank} deklarieren, die mit den Abhängigkeiten für jeden `APIRouter` kombiniert werden:
 
-```Python hl_lines="1  3  7" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[1,3,7] title["app/main.py"] *}
 
 ### Den `APIRouter` importieren { #import-the-apirouter }
 
 Jetzt importieren wir die anderen Submodule, die `APIRouter` haben:
 
-```Python hl_lines="4-5" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[4:5] title["app/main.py"] *}
 
 Da es sich bei den Dateien `app/routers/users.py` und `app/routers/items.py` um Submodule handelt, die Teil desselben Python-Packages `app` sind, können wir einen einzelnen Punkt `.` verwenden, um sie mit „relativen Imports“ zu importieren.
 
@@ -416,17 +374,13 @@ würde der `router` von `users` den von `items` überschreiben und wir könnten
 
 Um also beide in derselben Datei verwenden zu können, importieren wir die Submodule direkt:
 
-```Python hl_lines="5" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[5] title["app/main.py"] *}
 
 ### Die `APIRouter` für `users` und `items` inkludieren { #include-the-apirouters-for-users-and-items }
 
 Inkludieren wir nun die `router` aus diesen Submodulen `users` und `items`:
 
-```Python hl_lines="10-11" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[10:11] title["app/main.py"] *}
 
 /// info | Info
 
@@ -466,17 +420,13 @@ Sie enthält einen `APIRouter` mit einigen administrativen *Pfadoperationen*, di
 
 In diesem Beispiel wird es ganz einfach sein. Nehmen wir jedoch an, dass wir, da sie mit anderen Projekten in der Organisation geteilt wird, sie nicht ändern und kein `prefix`, `dependencies`, `tags`, usw. direkt zum `APIRouter` hinzufügen können:
 
-```Python hl_lines="3" title="app/internal/admin.py"
-{!../../docs_src/bigger_applications/app/internal/admin.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/internal/admin.py hl[3] title["app/internal/admin.py"] *}
 
 Aber wir möchten immer noch ein benutzerdefiniertes `prefix` festlegen, wenn wir den `APIRouter` einbinden, sodass alle seine *Pfadoperationen* mit `/admin` beginnen, wir möchten es mit den `dependencies` sichern, die wir bereits für dieses Projekt haben, und wir möchten `tags` und `responses` hinzufügen.
 
 Wir können das alles deklarieren, ohne den ursprünglichen `APIRouter` ändern zu müssen, indem wir diese Parameter an `app.include_router()` übergeben:
 
-```Python hl_lines="14-17" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[14:17] title["app/main.py"] *}
 
 Auf diese Weise bleibt der ursprüngliche `APIRouter` unverändert, sodass wir dieselbe `app/internal/admin.py`-Datei weiterhin mit anderen Projekten in der Organisation teilen können.
 
@@ -497,9 +447,7 @@ Wir können *Pfadoperationen* auch direkt zur `FastAPI`-App hinzufügen.
 
 Hier machen wir es ... nur um zu zeigen, dass wir es können 🤷:
 
-```Python hl_lines="21-23" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[21:23] title["app/main.py"] *}
 
 und es wird korrekt funktionieren, zusammen mit allen anderen *Pfadoperationen*, die mit `app.include_router()` hinzugefügt wurden.
 

docs/de/docs/tutorial/cookie-param-models.md

@@ -50,7 +50,7 @@ Ihre API hat jetzt die Macht, ihre eigene <abbr title="Das ist ein Scherz, nur f
 
 Sie können die Modellkonfiguration von Pydantic verwenden, um `extra` Felder zu verbieten (`forbid`):
 
-{* ../../docs_src/cookie_param_models/tutorial002_an_py39.py hl[10] *}
+{* ../../docs_src/cookie_param_models/tutorial002_an_py310.py hl[10] *}
 
 Wenn ein Client versucht, einige **zusätzliche Cookies** zu senden, erhält er eine **Error-<abbr title="Response – Antwort: Daten, die der Server zum anfragenden Client zurücksendet">Response</abbr>**.
 

docs/de/docs/tutorial/first-steps.md

@@ -143,6 +143,42 @@ Es gibt dutzende Alternativen, die alle auf OpenAPI basieren. Sie können jede d
 
 Ebenfalls können Sie es verwenden, um automatisch Code für Clients zu generieren, die mit Ihrer API kommunizieren. Zum Beispiel für Frontend-, Mobile- oder IoT-Anwendungen.
 
+### Ihre App deployen (optional) { #deploy-your-app-optional }
+
+Sie können optional Ihre FastAPI-App in der <a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a> deployen, treten Sie der Warteliste bei, falls Sie es noch nicht getan haben. 🚀
+
+Wenn Sie bereits ein **FastAPI Cloud**-Konto haben (wir haben Sie von der Warteliste eingeladen 😉), können Sie Ihre Anwendung mit einem Befehl deployen.
+
+Vor dem Deployen, stellen Sie sicher, dass Sie eingeloggt sind:
+
+<div class="termy">
+
+```console
+$ fastapi login
+
+You are logged in to FastAPI Cloud 🚀
+```
+
+</div>
+
+Dann stellen Sie Ihre App bereit:
+
+<div class="termy">
+
+```console
+$ fastapi deploy
+
+Deploying to FastAPI Cloud...
+
+✅ Deployment successful!
+
+🐔 Ready the chicken! Your app is ready at https://myapp.fastapicloud.dev
+```
+
+</div>
+
+Das war's! Jetzt können Sie Ihre App unter dieser URL aufrufen. ✨
+
 ## Zusammenfassung, Schritt für Schritt { #recap-step-by-step }
 
 ### Schritt 1: `FastAPI` importieren { #step-1-import-fastapi }
@@ -314,6 +350,26 @@ Sie können auch Pydantic-Modelle zurückgeben (dazu später mehr).
 
 Es gibt viele andere Objekte und Modelle, die automatisch zu JSON konvertiert werden (einschließlich ORMs, usw.). Versuchen Sie, Ihre Lieblingsobjekte zu verwenden. Es ist sehr wahrscheinlich, dass sie bereits unterstützt werden.
 
+### Schritt 6: Deployen { #step-6-deploy-it }
+
+Stellen Sie Ihre App in der **<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** mit einem Befehl bereit: `fastapi deploy`. 🎉
+
+#### Über FastAPI Cloud { #about-fastapi-cloud }
+
+**<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** wird vom selben Autor und Team hinter **FastAPI** entwickelt.
+
+Es vereinfacht den Prozess des Erstellens, Deployens und des Zugriffs auf eine API mit minimalem Aufwand.
+
+Es bringt die gleiche **Developer-Experience** beim Erstellen von Apps mit FastAPI auch zum **Deployment** in der Cloud. 🎉
+
+FastAPI Cloud ist der Hauptsponsor und Finanzierer der „FastAPI and friends“ Open-Source-Projekte. ✨
+
+#### Zu anderen Cloudanbietern deployen { #deploy-to-other-cloud-providers }
+
+FastAPI ist Open Source und basiert auf Standards. Sie können FastAPI-Apps bei jedem Cloudanbieter Ihrer Wahl deployen.
+
+Folgen Sie den Anleitungen Ihres Cloudanbieters, um dort FastAPI-Apps bereitzustellen. 🤓
+
 ## Zusammenfassung { #recap }
 
 * Importieren Sie `FastAPI`.
@@ -321,3 +377,4 @@ Es gibt viele andere Objekte und Modelle, die automatisch zu JSON konvertiert we
 * Schreiben Sie einen **Pfadoperation-Dekorator** unter Verwendung von Dekoratoren wie `@app.get("/")`.
 * Definieren Sie eine **Pfadoperation-Funktion**, zum Beispiel `def root(): ...`.
 * Starten Sie den Entwicklungsserver mit dem Befehl `fastapi dev`.
+* Optional: Ihre App mit `fastapi deploy` deployen.

docs/de/docs/tutorial/handling-errors.md

@@ -127,7 +127,7 @@ Um diesen zu überschreiben, importieren Sie den `RequestValidationError` und ve
 
 Der Exceptionhandler erhält einen `Request` und die Exception.
 
-{* ../../docs_src/handling_errors/tutorial004.py hl[2,14:16] *}
+{* ../../docs_src/handling_errors/tutorial004.py hl[2,14:19] *}
 
 Wenn Sie nun zu `/items/foo` gehen, erhalten Sie anstelle des standardmäßigen JSON-Fehlers mit:
 
@@ -149,36 +149,17 @@ Wenn Sie nun zu `/items/foo` gehen, erhalten Sie anstelle des standardmäßigen
 eine Textversion mit:
 
 ```
-1 validation error
-path -> item_id
-  value is not a valid integer (type=type_error.integer)
+Validation errors:
+Field: ('path', 'item_id'), Error: Input should be a valid integer, unable to parse string as an integer
 ```
 
-#### `RequestValidationError` vs. `ValidationError` { #requestvalidationerror-vs-validationerror }
-
-/// warning | Achtung
-
-Dies sind technische Details, die Sie überspringen können, wenn sie für Sie jetzt nicht wichtig sind.
-
-///
-
-`RequestValidationError` ist eine Unterklasse von Pydantics <a href="https://docs.pydantic.dev/latest/concepts/models/#error-handling" class="external-link" target="_blank">`ValidationError`</a>.
-
-**FastAPI** verwendet diesen so, dass, wenn Sie ein Pydantic-Modell in `response_model` verwenden und Ihre Daten einen Fehler haben, Sie den Fehler in Ihrem Log sehen.
-
-Aber der Client/Benutzer wird ihn nicht sehen. Stattdessen erhält der Client einen „Internal Server Error“ mit einem HTTP-Statuscode `500`.
-
-Es sollte so sein, denn wenn Sie einen Pydantic `ValidationError` in Ihrer *Response* oder irgendwo anders in Ihrem Code haben (nicht im *Request* des Clients), ist es tatsächlich ein Fehler in Ihrem Code.
-
-Und während Sie den Fehler beheben, sollten Ihre Clients/Benutzer keinen Zugriff auf interne Informationen über den Fehler haben, da das eine Sicherheitslücke aufdecken könnte.
-
 ### Überschreiben des `HTTPException`-Fehlerhandlers { #override-the-httpexception-error-handler }
 
 Auf die gleiche Weise können Sie den `HTTPException`-Handler überschreiben.
 
 Zum Beispiel könnten Sie eine Klartext-Response statt JSON für diese Fehler zurückgeben wollen:
 
-{* ../../docs_src/handling_errors/tutorial004.py hl[3:4,9:11,22] *}
+{* ../../docs_src/handling_errors/tutorial004.py hl[3:4,9:11,25] *}
 
 /// note | Technische Details
 
@@ -188,6 +169,14 @@ Sie könnten auch `from starlette.responses import PlainTextResponse` verwenden.
 
 ///
 
+/// warning | Achtung
+
+Beachten Sie, dass der `RequestValidationError` Informationen über den Dateinamen und die Zeile enthält, in der der Validierungsfehler auftritt, sodass Sie ihn bei Bedarf mit den relevanten Informationen in Ihren Logs anzeigen können.
+
+Das bedeutet aber auch, dass, wenn Sie ihn einfach in einen String umwandeln und diese Informationen direkt zurückgeben, Sie möglicherweise ein paar Informationen über Ihr System preisgeben. Daher extrahiert und zeigt der Code hier jeden Fehler getrennt.
+
+///
+
 ### Verwenden des `RequestValidationError`-Bodys { #use-the-requestvalidationerror-body }
 
 Der `RequestValidationError` enthält den empfangenen `body` mit den ungültigen Daten.

docs/de/docs/tutorial/sql-databases.md

@@ -65,7 +65,7 @@ Es gibt ein paar Unterschiede:
 
 * `Field(primary_key=True)` sagt SQLModel, dass die `id` der **Primärschlüssel** in der SQL-Datenbank ist (Sie können mehr über SQL-Primärschlüssel in der SQLModel-Dokumentation erfahren).
 
-    Durch das Festlegen des Typs als `int | None` wird SQLModel wissen, dass diese Spalte ein `INTEGER` in der SQL-Datenbank sein sollte und dass sie `NULLABLE` sein sollte.
+    **Hinweis:** Wir verwenden für das Primärschlüsselfeld `int | None`, damit wir im Python-Code *ein Objekt ohne `id` erstellen* können (`id=None`), in der Annahme, dass die Datenbank sie *beim Speichern generiert*. SQLModel versteht, dass die Datenbank die `id` bereitstellt, und *definiert die Spalte im Datenbankschema als ein Nicht-Null-`INTEGER`*. Siehe die <a href="https://sqlmodel.tiangolo.com/tutorial/create-db-and-table/#primary-key-id" class="external-link" target="_blank">SQLModel-Dokumentation zu Primärschlüsseln</a> für Details.
 
 * `Field(index=True)` sagt SQLModel, dass es einen **SQL-Index** für diese Spalte erstellen soll, was schnelleres Suchen in der Datenbank ermöglicht, wenn Daten mittels dieser Spalte gefiltert werden.
 

docs/de/docs/tutorial/testing.md

@@ -122,63 +122,13 @@ Sie verfügt über eine `POST`-Operation, die mehrere Fehler zurückgeben könnt
 
 Beide *Pfadoperationen* erfordern einen `X-Token`-Header.
 
-//// tab | Python 3.10+
-
-```Python
-{!> ../../docs_src/app_testing/app_b_an_py310/main.py!}
-```
-
-////
-
-//// tab | Python 3.9+
-
-```Python
-{!> ../../docs_src/app_testing/app_b_an_py39/main.py!}
-```
-
-////
-
-//// tab | Python 3.8+
-
-```Python
-{!> ../../docs_src/app_testing/app_b_an/main.py!}
-```
-
-////
-
-//// tab | Python 3.10+ nicht annotiert
-
-/// tip | Tipp
-
-Bevorzugen Sie die `Annotated`-Version, falls möglich.
-
-///
-
-```Python
-{!> ../../docs_src/app_testing/app_b_py310/main.py!}
-```
-
-////
-
-//// tab | Python 3.8+ nicht annotiert
-
-/// tip | Tipp
-
-Bevorzugen Sie die `Annotated`-Version, falls möglich.
-
-///
-
-```Python
-{!> ../../docs_src/app_testing/app_b/main.py!}
-```
-
-////
+{* ../../docs_src/app_testing/app_b_an_py310/main.py *}
 
 ### Erweiterte Testdatei { #extended-testing-file }
 
 Anschließend könnten Sie `test_main.py` mit den erweiterten Tests aktualisieren:
 
-{* ../../docs_src/app_testing/app_b/test_main.py *}
+{* ../../docs_src/app_testing/app_b_an_py310/test_main.py *}
 
 
 Wenn Sie möchten, dass der Client Informationen im Request übergibt und Sie nicht wissen, wie das geht, können Sie suchen (googeln), wie es mit `httpx` gemacht wird, oder sogar, wie es mit `requests` gemacht wird, da das Design von HTTPX auf dem Design von Requests basiert.

docs/de/docs/virtual-environments.md

@@ -242,6 +242,26 @@ $ python -m pip install --upgrade pip
 
 </div>
 
+/// tip | Tipp
+
+Manchmal kann beim Versuch, `pip` zu aktualisieren, der Fehler **`No module named pip`** auftreten.
+
+Wenn das passiert, installieren und aktualisieren Sie `pip` mit dem folgenden Befehl:
+
+<div class="termy">
+
+```console
+$ python -m ensurepip --upgrade
+
+---> 100%
+```
+
+</div>
+
+Dieser Befehl installiert `pip`, falls es noch nicht installiert ist, und stellt außerdem sicher, dass die installierte Version von `pip` mindestens so aktuell ist wie die in `ensurepip` verfügbare.
+
+///
+
 ## `.gitignore` hinzufügen { #add-gitignore }
 
 Wenn Sie **Git** verwenden (was Sie sollten), fügen Sie eine `.gitignore`-Datei hinzu, um alles in Ihrem `.venv` von Git auszuschließen.

docs/de/llm-prompt.md

@@ -255,6 +255,7 @@ Below is a list of English terms and their preferred German translations, separa
 * «the default value»: «der Defaultwert»
 * «the default value»: NOT «der Standardwert»
 * «the default declaration»: «die Default-Deklaration»
+* «the deployment»: «das Deployment»
 * «the dict»: «das Dict»
 * «the dictionary»: «das Dictionary»
 * «the enumeration»: «die Enumeration»
@@ -316,6 +317,7 @@ Below is a list of English terms and their preferred German translations, separa
 * «the worker process»: «der Workerprozess»
 * «the worker process»: NOT «der Arbeiterprozess»
 * «to commit»: «committen»
+* «to deploy» (in the cloud): «deployen»
 * «to modify»: «ändern»
 * «to serve» (an application): «bereitstellen»
 * «to serve» (a response): «ausliefern»

docs/en/data/contributors.yml

@@ -1,21 +1,21 @@
 tiangolo:
   login: tiangolo
-  count: 794
+  count: 808
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 dependabot:
   login: dependabot
-  count: 126
+  count: 130
   avatarUrl: https://avatars.githubusercontent.com/in/29110?v=4
   url: https://github.com/apps/dependabot
 alejsdev:
   login: alejsdev
   count: 52
-  avatarUrl: https://avatars.githubusercontent.com/u/90076947?u=447d12a1b347f466b35378bee4c7104cc9b2c571&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/90076947?u=85ceac49fb87138aebe8d663912e359447329090&v=4
   url: https://github.com/alejsdev
 pre-commit-ci:
   login: pre-commit-ci
-  count: 49
+  count: 50
   avatarUrl: https://avatars.githubusercontent.com/in/68672?v=4
   url: https://github.com/apps/pre-commit-ci
 github-actions:
@@ -28,31 +28,31 @@ Kludex:
   count: 25
   avatarUrl: https://avatars.githubusercontent.com/u/7353520?u=df8a3f06ba8f55ae1967a3e2d5ed882903a4e330&v=4
   url: https://github.com/Kludex
+YuriiMotov:
+  login: YuriiMotov
+  count: 20
+  avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=b9b13d598dddfab529a52d264df80a900bfe7060&v=4
+  url: https://github.com/YuriiMotov
 dmontagu:
   login: dmontagu
   count: 17
   avatarUrl: https://avatars.githubusercontent.com/u/35119617?u=540f30c937a6450812628b9592a1dfe91bbe148e&v=4
   url: https://github.com/dmontagu
-YuriiMotov:
-  login: YuriiMotov
-  count: 15
-  avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=b9b13d598dddfab529a52d264df80a900bfe7060&v=4
-  url: https://github.com/YuriiMotov
 nilslindemann:
   login: nilslindemann
-  count: 14
+  count: 15
   avatarUrl: https://avatars.githubusercontent.com/u/6892179?u=1dca6a22195d6cd1ab20737c0e19a4c55d639472&v=4
   url: https://github.com/nilslindemann
+svlandeg:
+  login: svlandeg
+  count: 14
+  avatarUrl: https://avatars.githubusercontent.com/u/8796347?u=556c97650c27021911b0b9447ec55e75987b0e8a&v=4
+  url: https://github.com/svlandeg
 euri10:
   login: euri10
   count: 13
   avatarUrl: https://avatars.githubusercontent.com/u/1104190?u=321a2e953e6645a7d09b732786c7a8061e0f8a8b&v=4
   url: https://github.com/euri10
-svlandeg:
-  login: svlandeg
-  count: 13
-  avatarUrl: https://avatars.githubusercontent.com/u/8796347?u=556c97650c27021911b0b9447ec55e75987b0e8a&v=4
-  url: https://github.com/svlandeg
 kantandane:
   login: kantandane
   count: 13
@@ -103,6 +103,11 @@ waynerv:
   count: 5
   avatarUrl: https://avatars.githubusercontent.com/u/39515546?u=ec35139777597cdbbbddda29bf8b9d4396b429a9&v=4
   url: https://github.com/waynerv
+musicinmybrain:
+  login: musicinmybrain
+  count: 5
+  avatarUrl: https://avatars.githubusercontent.com/u/6898909?u=9010312053e7141383b9bdf538036c7f37fbaba0&v=4
+  url: https://github.com/musicinmybrain
 krishnamadhavan:
   login: krishnamadhavan
   count: 5
@@ -133,11 +138,6 @@ iudeen:
   count: 4
   avatarUrl: https://avatars.githubusercontent.com/u/10519440?u=f09cdd745e5bf16138f29b42732dd57c7f02bee1&v=4
   url: https://github.com/iudeen
-musicinmybrain:
-  login: musicinmybrain
-  count: 4
-  avatarUrl: https://avatars.githubusercontent.com/u/6898909?u=9010312053e7141383b9bdf538036c7f37fbaba0&v=4
-  url: https://github.com/musicinmybrain
 philipokiokio:
   login: philipokiokio
   count: 4
@@ -483,6 +483,11 @@ nzig:
   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/7372858?u=e769add36ed73c778cdb136eb10bf96b1e119671&v=4
   url: https://github.com/nzig
+kristjanvalur:
+  login: kristjanvalur
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/6009543?u=1419f20bbfff8f031be8cb470962e7e62de2595e&v=4
+  url: https://github.com/kristjanvalur
 yezz123:
   login: yezz123
   count: 2

docs/en/data/external_links.yml

@@ -1,430 +0,0 @@
-Articles:
-  English:
-  - author: Apitally
-    author_link: https://apitally.io
-    link: https://apitally.io/blog/getting-started-with-logging-in-fastapi
-    title: Getting started with logging in FastAPI
-  - author: Balthazar Rouberol
-    author_link: https://balthazar-rouberol.com
-    link: https://blog.balthazar-rouberol.com/how-to-profile-a-fastapi-asynchronous-request
-    title: How to profile a FastAPI asynchronous request
-  - author: Stephen Siegert - Neon
-    link: https://neon.tech/blog/deploy-a-serverless-fastapi-app-with-neon-postgres-and-aws-app-runner-at-any-scale
-    title: Deploy a Serverless FastAPI App with Neon Postgres and AWS App Runner at any scale
-  - author: Kurtis Pykes - NVIDIA
-    link: https://developer.nvidia.com/blog/building-a-machine-learning-microservice-with-fastapi/
-    title: Building a Machine Learning Microservice with FastAPI
-  - author: Ravgeet Dhillon - Twilio
-    link: https://www.twilio.com/en-us/blog/booking-appointments-twilio-notion-fastapi
-    title: Booking Appointments with Twilio, Notion, and FastAPI
-  - author: Abhinav Tripathi - Microsoft Blogs
-    link: https://devblogs.microsoft.com/cosmosdb/azure-cosmos-db-python-and-fastapi/
-    title: Write a Python data layer with Azure Cosmos DB and FastAPI
-  - author: Donny Peeters
-    author_link: https://github.com/Donnype
-    link: https://bitestreams.com/blog/fastapi-sqlalchemy/
-    title: 10 Tips for adding SQLAlchemy to FastAPI
-  - author: Jessica Temporal
-    author_link: https://jtemporal.com/socials
-    link: https://jtemporal.com/tips-on-migrating-from-flask-to-fastapi-and-vice-versa/
-    title: Tips on migrating from Flask to FastAPI and vice-versa
-  - author: Ankit Anchlia
-    author_link: https://linkedin.com/in/aanchlia21
-    link: https://hackernoon.com/explore-how-to-effectively-use-jwt-with-fastapi
-    title: Explore How to Effectively Use JWT With FastAPI
-  - author: Nicoló Lino
-    author_link: https://www.nlino.com
-    link: https://github.com/softwarebloat/python-tracing-demo
-    title: Instrument FastAPI with OpenTelemetry tracing and visualize traces in Grafana Tempo.
-  - author: Mikhail Rozhkov, Elena Samuylova
-    author_link: https://www.linkedin.com/in/mnrozhkov/
-    link: https://www.evidentlyai.com/blog/fastapi-tutorial
-    title: ML serving and monitoring with FastAPI and Evidently
-  - author: Visual Studio Code Team
-    author_link: https://code.visualstudio.com/
-    link: https://code.visualstudio.com/docs/python/tutorial-fastapi
-    title: FastAPI Tutorial in Visual Studio Code
-  - author: Apitally
-    author_link: https://apitally.io
-    link: https://blog.apitally.io/fastapi-application-monitoring-made-easy
-    title: FastAPI application monitoring made easy
-  - author: John Philip
-    author_link: https://medium.com/@amjohnphilip
-    link: https://python.plainenglish.io/building-a-restful-api-with-fastapi-secure-signup-and-login-functionality-included-45cdbcb36106
-    title: "Building a RESTful API with FastAPI: Secure Signup and Login Functionality Included"
-  - author: Keshav Malik
-    author_link: https://theinfosecguy.xyz/
-    link: https://blog.theinfosecguy.xyz/building-a-crud-api-with-fastapi-and-supabase-a-step-by-step-guide
-    title: Building a CRUD API with FastAPI and Supabase
-  - author: Adejumo Ridwan Suleiman
-    author_link: https://www.linkedin.com/in/adejumoridwan/
-    link: https://medium.com/python-in-plain-english/build-an-sms-spam-classifier-serverless-database-with-faunadb-and-fastapi-23dbb275bc5b
-    title: Build an SMS Spam Classifier Serverless Database with FaunaDB and FastAPI
-  - author: Raf Rasenberg
-    author_link: https://rafrasenberg.com/about/
-    link: https://rafrasenberg.com/fastapi-lambda/
-    title: 'FastAPI lambda container: serverless simplified'
-  - author: Teresa N. Fontanella De Santis
-    author_link: https://dev.to/
-    link: https://dev.to/teresafds/authorization-on-fastapi-with-casbin-41og
-    title: Authorization on FastAPI with Casbin
-  - author: New Relic
-    author_link: https://newrelic.com
-    link: https://newrelic.com/instant-observability/fastapi/e559ec64-f765-4470-a15f-1901fcebb468
-    title: How to monitor FastAPI application performance using Python agent
-  - author: Jean-Baptiste Rocher
-    author_link: https://hashnode.com/@jibrocher
-    link: https://dev.indooroutdoor.io/series/fastapi-react-poll-app
-    title: Building the Poll App From Django Tutorial With FastAPI And React
-  - author: Silvan Melchior
-    author_link: https://github.com/silvanmelchior
-    link: https://blog.devgenius.io/seamless-fastapi-configuration-with-confz-90949c14ea12
-    title: Seamless FastAPI Configuration with ConfZ
-  - author: Kaustubh Gupta
-    author_link: https://medium.com/@kaustubhgupta1828/
-    link: https://levelup.gitconnected.com/5-advance-features-of-fastapi-you-should-try-7c0ac7eebb3e
-    title: 5 Advanced Features of FastAPI You Should Try
-  - author: Kaustubh Gupta
-    author_link: https://medium.com/@kaustubhgupta1828/
-    link: https://www.analyticsvidhya.com/blog/2021/06/deploying-ml-models-as-api-using-fastapi-and-heroku/
-    title: Deploying ML Models as API Using FastAPI and Heroku
-  - link: https://jarmos.netlify.app/posts/using-github-actions-to-deploy-a-fastapi-project-to-heroku/
-    title: Using GitHub Actions to Deploy a FastAPI Project to Heroku
-    author_link: https://jarmos.netlify.app/
-    author: Somraj Saha
-  - author: "@pystar"
-    author_link: https://pystar.substack.com/
-    link: https://pystar.substack.com/p/how-to-create-a-fake-certificate
-    title: How to Create A Fake Certificate Authority And Generate TLS Certs for FastAPI
-  - author: Ben Gamble
-    author_link: https://uk.linkedin.com/in/bengamble7
-    link: https://ably.com/blog/realtime-ticket-booking-solution-kafka-fastapi-ably
-    title: Building a realtime ticket booking solution with Kafka, FastAPI, and Ably
-  - author: Shahriyar(Shako) Rzayev
-    author_link: https://www.linkedin.com/in/shahriyar-rzayev/
-    link: https://www.azepug.az/posts/fastapi/#building-simple-e-commerce-with-nuxtjs-and-fastapi-series
-    title: Building simple E-Commerce with NuxtJS and FastAPI
-  - author: Rodrigo Arenas
-    author_link: https://rodrigo-arenas.medium.com/
-    link: https://medium.com/analytics-vidhya/serve-a-machine-learning-model-using-sklearn-fastapi-and-docker-85aabf96729b
-    title: "Serve a machine learning model using Sklearn, FastAPI and Docker"
-  - author: Yashasvi Singh
-    author_link: https://hashnode.com/@aUnicornDev
-    link: https://aunicorndev.hashnode.dev/series/supafast-api
-    title: "Building an API with FastAPI and Supabase and Deploying on Deta"
-  - author: Navule Pavan Kumar Rao
-    author_link: https://www.linkedin.com/in/navule/
-    link: https://www.tutlinks.com/deploy-fastapi-on-ubuntu-gunicorn-caddy-2/
-    title: Deploy FastAPI on Ubuntu and Serve using Caddy 2 Web Server
-  - author: Patrick Ladon
-    author_link: https://dev.to/factorlive
-    link: https://dev.to/factorlive/python-facebook-messenger-webhook-with-fastapi-on-glitch-4n90
-    title: Python Facebook messenger webhook with FastAPI on Glitch
-  - author: Valon Januzaj
-    author_link: https://www.linkedin.com/in/valon-januzaj-b02692187/
-    link: https://valonjanuzaj.medium.com/deploy-a-dockerized-fastapi-application-to-aws-cc757830ba1b
-    title: Deploy a dockerized FastAPI application to AWS
-  - author: Amit Chaudhary
-    author_link: https://x.com/amitness
-    link: https://amitness.com/2020/06/fastapi-vs-flask/
-    title: FastAPI for Flask Users
-  - author: Louis Guitton
-    author_link: https://x.com/louis_guitton
-    link: https://guitton.co/posts/fastapi-monitoring/
-    title: How to monitor your FastAPI service
-  - author: Precious Ndubueze
-    author_link: https://medium.com/@gabbyprecious2000
-    link: https://medium.com/@gabbyprecious2000/creating-a-crud-app-with-fastapi-part-one-7c049292ad37
-    title: Creating a CRUD App with FastAPI (Part one)
-  - author: Farhad Malik
-    author_link: https://medium.com/@farhadmalik
-    link: https://towardsdatascience.com/build-and-host-fast-data-science-applications-using-fastapi-823be8a1d6a0
-    title: Build And Host Fast Data Science Applications Using FastAPI
-  - author: Navule Pavan Kumar Rao
-    author_link: https://www.linkedin.com/in/navule/
-    link: https://www.tutlinks.com/deploy-fastapi-on-azure/
-    title: Deploy FastAPI on Azure App Service
-  - author: Davide Fiocco
-    author_link: https://github.com/davidefiocco
-    link: https://davidefiocco.github.io/streamlit-fastapi-ml-serving/
-    title: Machine learning model serving in Python using FastAPI and streamlit
-  - author: Netflix
-    author_link: https://netflixtechblog.com/
-    link: https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072
-    title: Introducing Dispatch
-  - author: Stavros Korokithakis
-    author_link: https://x.com/Stavros
-    link: https://www.stavros.io/posts/fastapi-with-django/
-    title: Using FastAPI with Django
-  - author: Twilio
-    author_link: https://www.twilio.com
-    link: https://www.twilio.com/blog/build-secure-twilio-webhook-python-fastapi
-    title: Build a Secure Twilio Webhook with Python and FastAPI
-  - author: Sebastián Ramírez (tiangolo)
-    author_link: https://x.com/tiangolo
-    link: https://dev.to/tiangolo/build-a-web-api-from-scratch-with-fastapi-the-workshop-2ehe
-    title: Build a web API from scratch with FastAPI - the workshop
-  - author: Paul Sec
-    author_link: https://x.com/PaulWebSec
-    link: https://paulsec.github.io/posts/fastapi_plus_zeit_serverless_fu/
-    title: FastAPI + Zeit.co = 🚀
-  - author: cuongld2
-    author_link: https://dev.to/cuongld2
-    link: https://dev.to/cuongld2/build-simple-api-service-with-python-fastapi-part-1-581o
-    title: Build simple API service with Python FastAPI — Part 1
-  - author: Paurakh Sharma Humagain
-    author_link: https://x.com/PaurakhSharma
-    link: https://dev.to/paurakhsharma/microservice-in-python-using-fastapi-24cc
-    title: Microservice in Python using FastAPI
-  - author: Guillermo Cruz
-    author_link: https://wuilly.com/
-    link: https://wuilly.com/2019/10/real-time-notifications-with-python-and-postgres/
-    title: Real-time Notifications with Python and Postgres
-  - author: Navule Pavan Kumar Rao
-    author_link: https://www.linkedin.com/in/navule/
-    link: https://www.tutlinks.com/create-and-deploy-fastapi-app-to-heroku/
-    title: Create and Deploy FastAPI app to Heroku without using Docker
-  - author: Arthur Henrique
-    author_link: https://x.com/arthurheinrique
-    link: https://medium.com/@arthur393/another-boilerplate-to-fastapi-azure-pipeline-ci-pytest-3c8d9a4be0bb
-    title: 'Another Boilerplate to FastAPI: Azure Pipeline CI + Pytest'
-  - author: Shane Soh
-    author_link: https://medium.com/@shane.soh
-    link: https://medium.com/analytics-vidhya/deploy-machine-learning-models-with-keras-fastapi-redis-and-docker-4940df614ece
-    title: Deploy Machine Learning Models with Keras, FastAPI, Redis and Docker
-  - author: Mandy Gu
-    author_link: https://towardsdatascience.com/@mandygu
-    link: https://towardsdatascience.com/deploying-iris-classifications-with-fastapi-and-docker-7c9b83fdec3a
-    title: 'Towards Data Science: Deploying Iris Classifications with FastAPI and Docker'
-  - author: Michael Herman
-    author_link: https://testdriven.io/authors/herman
-    link: https://testdriven.io/blog/fastapi-crud/
-    title: 'TestDriven.io: Developing and Testing an Asynchronous API with FastAPI and Pytest'
-  - author: Bernard Brenyah
-    author_link: https://medium.com/@bbrenyah
-    link: https://medium.com/python-data/how-to-deploy-tensorflow-2-0-models-as-an-api-service-with-fastapi-docker-128b177e81f3
-    title: How To Deploy Tensorflow 2.0 Models As An API Service With FastAPI & Docker
-  - author: Dylan Anthony
-    author_link: https://dev.to/dbanty
-    link: https://dev.to/dbanty/why-i-m-leaving-flask-3ki6
-    title: Why I'm Leaving Flask
-  - author: Mike Moritz
-    author_link: https://medium.com/@mike.p.moritz
-    link: https://medium.com/@mike.p.moritz/using-docker-compose-to-deploy-a-lightweight-python-rest-api-with-a-job-queue-37e6072a209b
-    title: Using Docker Compose to deploy a lightweight Python REST API with a job queue
-  - author: '@euri10'
-    author_link: https://gitlab.com/euri10
-    link: https://gitlab.com/euri10/fastapi_cheatsheet
-    title: A FastAPI and Swagger UI visual cheatsheet
-  - author: Uber Engineering
-    author_link: https://eng.uber.com
-    link: https://eng.uber.com/ludwig-v0-2/
-    title: 'Uber: Ludwig v0.2 Adds New Features and Other Improvements to its Deep Learning Toolbox [including a FastAPI server]'
-  - author: Maarten Grootendorst
-    author_link: https://www.linkedin.com/in/mgrootendorst/
-    link: https://towardsdatascience.com/how-to-deploy-a-machine-learning-model-dc51200fe8cf
-    title: How to Deploy a Machine Learning Model
-  - author: Johannes Gontrum
-    author_link: https://x.com/gntrm
-    link: https://medium.com/@gntrm/jwt-authentication-with-fastapi-and-aws-cognito-1333f7f2729e
-    title: JWT Authentication with FastAPI and AWS Cognito
-  - author: Ankush Thakur
-    author_link: https://geekflare.com/author/ankush/
-    link: https://geekflare.com/python-asynchronous-web-frameworks/
-    title: Top 5 Asynchronous Web Frameworks for Python
-  - author: Nico Axtmann
-    author_link: https://www.linkedin.com/in/nico-axtmann
-    link: https://medium.com/@nico.axtmann95/deploying-a-scikit-learn-model-with-onnx-und-fastapi-1af398268915
-    title: Deploying a scikit-learn model with ONNX and FastAPI
-  - author: Nils de Bruin
-    author_link: https://medium.com/@nilsdebruin
-    link: https://medium.com/data-rebels/fastapi-authentication-revisited-enabling-api-key-authentication-122dc5975680
-    title: 'FastAPI authentication revisited: Enabling API key authentication'
-  - author: Nick Cortale
-    author_link: https://nickc1.github.io/
-    link: https://nickc1.github.io/api,/scikit-learn/2019/01/10/scikit-fastapi.html
-    title: 'FastAPI and Scikit-Learn: Easily Deploy Models'
-  - author: Errieta Kostala
-    author_link: https://dev.to/errietta
-    link: https://dev.to/errietta/introduction-to-the-fastapi-python-framework-2n10
-    title: Introduction to the fastapi python framework
-  - author: Nils de Bruin
-    author_link: https://medium.com/@nilsdebruin
-    link: https://medium.com/data-rebels/fastapi-how-to-add-basic-and-cookie-authentication-a45c85ef47d3
-    title: FastAPI — How to add basic and cookie authentication
-  - author: Nils de Bruin
-    author_link: https://medium.com/@nilsdebruin
-    link: https://medium.com/data-rebels/fastapi-google-as-an-external-authentication-provider-3a527672cf33
-    title: FastAPI — Google as an external authentication provider
-  - author: William Hayes
-    author_link: https://medium.com/@williamhayes
-    link: https://medium.com/@williamhayes/fastapi-starlette-debug-vs-prod-5f7561db3a59
-    title: FastAPI/Starlette debug vs prod
-  - author: Mukul Mantosh
-    author_link: https://x.com/MantoshMukul
-    link: https://www.jetbrains.com/pycharm/guide/tutorials/fastapi-aws-kubernetes/
-    title: Developing FastAPI Application using K8s & AWS
-  - author: KrishNa
-    author_link: https://medium.com/@krishnardt365
-    link: https://medium.com/@krishnardt365/fastapi-docker-and-postgres-91943e71be92
-    title: Fastapi, Docker(Docker compose) and Postgres
-  - author: Devon Ray
-    author_link: https://devonray.com
-    link: https://devonray.com/blog/deploying-a-fastapi-project-using-aws-lambda-aurora-cdk
-    title: Deployment using Docker, Lambda, Aurora, CDK & GH Actions
-  - author: Shubhendra Kushwaha
-    author_link: https://www.linkedin.com/in/theshubhendra/
-    link: https://theshubhendra.medium.com/mastering-soft-delete-advanced-sqlalchemy-techniques-4678f4738947
-    title: 'Mastering Soft Delete: Advanced SQLAlchemy Techniques'
-  - author: Shubhendra Kushwaha
-    author_link: https://www.linkedin.com/in/theshubhendra/
-    link: https://theshubhendra.medium.com/role-based-row-filtering-advanced-sqlalchemy-techniques-733e6b1328f6
-    title: 'Role based row filtering: Advanced SQLAlchemy Techniques'
-  German:
-  - author: Marcel Sander (actidoo)
-    author_link: https://www.actidoo.com
-    link: https://www.actidoo.com/de/blog/python-fastapi-domain-driven-design
-    title: Domain-driven Design mit Python und FastAPI
-  - author: Nico Axtmann
-    author_link: https://x.com/_nicoax
-    link: https://blog.codecentric.de/2019/08/inbetriebnahme-eines-scikit-learn-modells-mit-onnx-und-fastapi/
-    title: Inbetriebnahme eines scikit-learn-Modells mit ONNX und FastAPI
-  - author: Felix Schürmeyer
-    author_link: https://hellocoding.de/autor/felix-schuermeyer/
-    link: https://hellocoding.de/blog/coding-language/python/fastapi
-    title: REST-API Programmieren mittels Python und dem FastAPI Modul
-  Japanese:
-  - author: '@bee2'
-    author_link: https://qiita.com/bee2
-    link: https://qiita.com/bee2/items/75d9c0d7ba20e7a4a0e9
-    title: '[FastAPI] Python製のASGI Web フレームワーク FastAPIに入門する'
-  - author: '@bee2'
-    author_link: https://qiita.com/bee2
-    link: https://qiita.com/bee2/items/0ad260ab9835a2087dae
-    title: PythonのWeb frameworkのパフォーマンス比較 (Django, Flask, responder, FastAPI, japronto)
-  - author: ライトコードメディア編集部
-    author_link: https://rightcode.co.jp/author/jun
-    link: https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-admin-page-improvement
-    title: '【第4回】FastAPIチュートリアル: toDoアプリを作ってみよう【管理者ページ改良編】'
-  - author: ライトコードメディア編集部
-    author_link: https://rightcode.co.jp/author/jun
-    link: https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-authentication-user-registration
-    title: '【第3回】FastAPIチュートリアル: toDoアプリを作ってみよう【認証・ユーザ登録編】'
-  - author: ライトコードメディア編集部
-    author_link: https://rightcode.co.jp/author/jun
-    link: https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-model-building
-    title: '【第2回】FastAPIチュートリアル: ToDoアプリを作ってみよう【モデル構築編】'
-  - author: ライトコードメディア編集部
-    author_link: https://rightcode.co.jp/author/jun
-    link: https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-environment
-    title: '【第1回】FastAPIチュートリアル: ToDoアプリを作ってみよう【環境構築編】'
-  - author: Hikaru Takahashi
-    author_link: https://qiita.com/hikarut
-    link: https://qiita.com/hikarut/items/b178af2e2440c67c6ac4
-    title: フロントエンド開発者向けのDockerによるPython開発環境構築
-  - author: '@angel_katayoku'
-    author_link: https://qiita.com/angel_katayoku
-    link: https://qiita.com/angel_katayoku/items/8a458a8952f50b73f420
-    title: FastAPIでPOSTされたJSONのレスポンスbodyを受け取る
-  - author: '@angel_katayoku'
-    author_link: https://qiita.com/angel_katayoku
-    link: https://qiita.com/angel_katayoku/items/4fbc1a4e2b33fa2237d2
-    title: FastAPIをMySQLと接続してDockerで管理してみる
-  - author: '@angel_katayoku'
-    author_link: https://qiita.com/angel_katayoku
-    link: https://qiita.com/angel_katayoku/items/0e1f5dbbe62efc612a78
-    title: FastAPIでCORSを回避
-  - author: '@ryoryomaru'
-    author_link: https://qiita.com/ryoryomaru
-    link: https://qiita.com/ryoryomaru/items/59958ed385b3571d50de
-    title: python製の最新APIフレームワーク FastAPI を触ってみた
-  - author: '@mtitg'
-    author_link: https://qiita.com/mtitg
-    link: https://qiita.com/mtitg/items/47770e9a562dd150631d
-    title: FastAPI｜DB接続してCRUDするPython製APIサーバーを構築
-  Portuguese:
-  - author: Eduardo Mendes
-    author_link: https://bolha.us/@dunossauro
-    link: https://fastapidozero.dunossauro.com/
-    title: FastAPI do ZERO
-  - author: Jessica Temporal
-    author_link: https://jtemporal.com/socials
-    link: https://jtemporal.com/dicas-para-migrar-de-flask-para-fastapi-e-vice-versa/
-    title: Dicas para migrar uma aplicação de Flask para FastAPI e vice-versa
-  Russian:
-  - author: Troy Köhler
-    author_link: https://www.linkedin.com/in/trkohler/
-    link: https://trkohler.com/fast-api-introduction-to-framework
-    title: 'FastAPI: знакомимся с фреймворком'
-  - author: prostomarkeloff
-    author_link: https://github.com/prostomarkeloff
-    link: https://habr.com/ru/post/478620/
-    title: Почему Вы должны попробовать FastAPI?
-  - author: Andrey Korchak
-    author_link: https://habr.com/ru/users/57uff3r/
-    link: https://habr.com/ru/post/454440/
-    title: 'Мелкая питонячая радость #2: Starlette - Солидная примочка – FastAPI'
-  Vietnamese:
-  - author: Nguyễn Nhân
-    author_link: https://fullstackstation.com/author/figonking/
-    link: https://fullstackstation.com/fastapi-trien-khai-bang-docker/
-    title: 'FASTAPI: TRIỂN KHAI BẰNG DOCKER'
-  Taiwanese:
-  - author: Leon
-    author_link: http://editor.leonh.space/
-    link: https://editor.leonh.space/2022/tortoise/
-    title: 'Tortoise ORM / FastAPI 整合快速筆記'
-  Spanish:
-  - author: Eduardo Zepeda
-    author_link: https://coffeebytes.dev/en/authors/eduardo-zepeda/
-    link: https://coffeebytes.dev/es/python-fastapi-el-mejor-framework-de-python/
-    title: 'Tutorial de FastAPI, ¿el mejor framework de Python?'
-Podcasts:
-  English:
-  - author: Behind the Commit
-    author_link: https://www.youtube.com/@BehindtheCommit
-    link: https://youtu.be/iaDRYUQ0OMM
-    title: Why FastAPI Became Python’s Fastest‑Growing Framework – Chat with Sebastián Ramírez
-  - author: Real Python
-    author_link: https://realpython.com/
-    link: https://realpython.com/podcasts/rpp/72/
-    title: Starting With FastAPI and Examining Python's Import System - Episode 72
-  - author: Python Bytes FM
-    author_link: https://pythonbytes.fm/
-    link: https://www.pythonpodcast.com/fastapi-web-application-framework-episode-259/
-    title: 'Do you dare to press "."? - Episode 247 - Dan #6: SQLModel - use the same models for SQL and FastAPI'
-  - author: Podcast.`__init__`
-    author_link: https://www.pythonpodcast.com/
-    link: https://www.pythonpodcast.com/fastapi-web-application-framework-episode-259/
-    title: Build The Next Generation Of Python Web Applications With FastAPI - Episode 259 - interview to Sebastían Ramírez (tiangolo)
-  - author: Python Bytes FM
-    author_link: https://pythonbytes.fm/
-    link: https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855
-    title: FastAPI on PythonBytes
-Talks:
-  English:
-  - author: Sebastián Ramírez (tiangolo)
-    author_link: https://x.com/tiangolo
-    link: https://www.youtube.com/watch?v=mwvmfl8nN_U
-    title: 'Keynote: Behind the scenes of FastAPI and friends for developers and builders — Sebastián Ramírez'
-  - author: Jeny Sadadia
-    author_link: https://github.com/JenySadadia
-    link: https://www.youtube.com/watch?v=uZdTe8_Z6BQ
-    title: 'PyCon AU 2023: Testing asynchronous applications with FastAPI and pytest'
-  - author: Sebastián Ramírez (tiangolo)
-    author_link: https://x.com/tiangolo
-    link: https://www.youtube.com/watch?v=PnpTY1f4k2U
-    title: '[VIRTUAL] Py.Amsterdam''s flying Software Circus: Intro to FastAPI'
-  - author: Sebastián Ramírez (tiangolo)
-    author_link: https://x.com/tiangolo
-    link: https://www.youtube.com/watch?v=z9K5pwb0rt8
-    title: 'PyConBY 2020: Serve ML models easily with FastAPI'
-  - author: Chris Withers
-    author_link: https://x.com/chriswithers13
-    link: https://www.youtube.com/watch?v=3DLwPcrE5mA
-    title: 'PyCon UK 2019: FastAPI from the ground up'
-  Taiwanese:
-  - author: Blueswen
-    author_link: https://github.com/blueswen
-    link: https://www.youtube.com/watch?v=y3sumuoDq4w
-    title: 'PyCon TW 2024: 全方位強化 Python 服務可觀測性：以 FastAPI 和 Grafana Stack 為例'

docs/en/data/github_sponsors.yml

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-    avatarUrl: https://avatars.githubusercontent.com/u/63288?u=c3658d57d2862c607a0e19c2101c3c51876e36ad&v=4
-    url: https://github.com/jstanden
   - login: paulcwatts
     avatarUrl: https://avatars.githubusercontent.com/u/150269?u=1819e145d573b44f0ad74b87206d21cd60331d4e&v=4
     url: https://github.com/paulcwatts
@@ -233,9 +212,6 @@ sponsors:
   - login: mjohnsey
     avatarUrl: https://avatars.githubusercontent.com/u/16784016?u=38fad2e6b411244560b3af99c5f5a4751bc81865&v=4
     url: https://github.com/mjohnsey
-  - login: enguy-hub
-    avatarUrl: https://avatars.githubusercontent.com/u/16822912?u=2c45f9e7f427b2f2f3b023d7fdb0d44764c92ae8&v=4
-    url: https://github.com/enguy-hub
   - login: ashi-agrawal
     avatarUrl: https://avatars.githubusercontent.com/u/17105294?u=99c7a854035e5398d8e7b674f2d42baae6c957f8&v=4
     url: https://github.com/ashi-agrawal
@@ -260,10 +236,7 @@ sponsors:
 - - login: manoelpqueiroz
     avatarUrl: https://avatars.githubusercontent.com/u/23669137?u=b12e84b28a84369ab5b30bd5a79e5788df5a0756&v=4
     url: https://github.com/manoelpqueiroz
-- - login: ceb10n
-    avatarUrl: https://avatars.githubusercontent.com/u/235213?u=edcce471814a1eba9f0cdaa4cd0de18921a940a6&v=4
-    url: https://github.com/ceb10n
-  - login: pawamoy
+- - login: pawamoy
     avatarUrl: https://avatars.githubusercontent.com/u/3999221?u=b030e4c89df2f3a36bc4710b925bdeb6745c9856&v=4
     url: https://github.com/pawamoy
   - login: siavashyj
@@ -281,9 +254,9 @@ sponsors:
   - login: hgalytoby
     avatarUrl: https://avatars.githubusercontent.com/u/50397689?u=6cc9028f3db63f8f60ad21c17b1ce4b88c4e2e60&v=4
     url: https://github.com/hgalytoby
-  - login: johnl28
-    avatarUrl: https://avatars.githubusercontent.com/u/54412955?u=47dd06082d1c39caa90c752eb55566e4f3813957&v=4
-    url: https://github.com/johnl28
+  - login: nisutec
+    avatarUrl: https://avatars.githubusercontent.com/u/25281462?u=e562484c451fdfc59053163f64405f8eb262b8b0&v=4
+    url: https://github.com/nisutec
   - login: hoenie-ams
     avatarUrl: https://avatars.githubusercontent.com/u/25708487?u=cda07434f0509ac728d9edf5e681117c0f6b818b&v=4
     url: https://github.com/hoenie-ams
@@ -299,21 +272,24 @@ sponsors:
   - login: petercool
     avatarUrl: https://avatars.githubusercontent.com/u/37613029?u=75aa8c6729e6e8f85a300561c4dbeef9d65c8797&v=4
     url: https://github.com/petercool
+  - login: johnl28
+    avatarUrl: https://avatars.githubusercontent.com/u/54412955?u=47dd06082d1c39caa90c752eb55566e4f3813957&v=4
+    url: https://github.com/johnl28
   - login: PunRabbit
     avatarUrl: https://avatars.githubusercontent.com/u/70463212?u=1a835cfbc99295a60c8282f6aa6199d1b42241a5&v=4
     url: https://github.com/PunRabbit
   - login: PelicanQ
     avatarUrl: https://avatars.githubusercontent.com/u/77930606?v=4
     url: https://github.com/PelicanQ
+  - login: WillHogan
+    avatarUrl: https://avatars.githubusercontent.com/u/1661551?u=8a80356e3e7d5a417157aba7ea565dabc8678327&v=4
+    url: https://github.com/WillHogan
   - login: my3
     avatarUrl: https://avatars.githubusercontent.com/u/1825270?v=4
     url: https://github.com/my3
   - login: danielunderwood
     avatarUrl: https://avatars.githubusercontent.com/u/4472301?v=4
     url: https://github.com/danielunderwood
-  - login: rangulvers
-    avatarUrl: https://avatars.githubusercontent.com/u/5235430?u=e254d4af4ace5a05fa58372ae677c7d26f0d5a53&v=4
-    url: https://github.com/rangulvers
   - login: ddanier
     avatarUrl: https://avatars.githubusercontent.com/u/113563?u=ed1dc79de72f93bd78581f88ebc6952b62f472da&v=4
     url: https://github.com/ddanier
@@ -323,15 +299,21 @@ sponsors:
   - login: slafs
     avatarUrl: https://avatars.githubusercontent.com/u/210173?v=4
     url: https://github.com/slafs
+  - login: ceb10n
+    avatarUrl: https://avatars.githubusercontent.com/u/235213?u=edcce471814a1eba9f0cdaa4cd0de18921a940a6&v=4
+    url: https://github.com/ceb10n
   - login: tochikuji
     avatarUrl: https://avatars.githubusercontent.com/u/851759?v=4
     url: https://github.com/tochikuji
   - login: miguelgr
     avatarUrl: https://avatars.githubusercontent.com/u/1484589?u=54556072b8136efa12ae3b6902032ea2a39ace4b&v=4
     url: https://github.com/miguelgr
-  - login: WillHogan
-    avatarUrl: https://avatars.githubusercontent.com/u/1661551?u=8a80356e3e7d5a417157aba7ea565dabc8678327&v=4
-    url: https://github.com/WillHogan
+  - login: xncbf
+    avatarUrl: https://avatars.githubusercontent.com/u/9462045?u=a80a7bb349555b277645632ed66639ff43400614&v=4
+    url: https://github.com/xncbf
+  - login: DMantis
+    avatarUrl: https://avatars.githubusercontent.com/u/9536869?u=652dd0d49717803c0cbcbf44f7740e53cf2d4892&v=4
+    url: https://github.com/DMantis
   - login: hard-coders
     avatarUrl: https://avatars.githubusercontent.com/u/9651103?u=95db33927bbff1ed1c07efddeb97ac2ff33068ed&v=4
     url: https://github.com/hard-coders
@@ -347,9 +329,9 @@ sponsors:
   - login: joshuatz
     avatarUrl: https://avatars.githubusercontent.com/u/17817563?u=f1bf05b690d1fc164218f0b420cdd3acb7913e21&v=4
     url: https://github.com/joshuatz
-  - login: nisutec
-    avatarUrl: https://avatars.githubusercontent.com/u/25281462?u=e562484c451fdfc59053163f64405f8eb262b8b0&v=4
-    url: https://github.com/nisutec
+  - login: rangulvers
+    avatarUrl: https://avatars.githubusercontent.com/u/5235430?u=e254d4af4ace5a05fa58372ae677c7d26f0d5a53&v=4
+    url: https://github.com/rangulvers
   - login: sdevkota
     avatarUrl: https://avatars.githubusercontent.com/u/5250987?u=4ed9a120c89805a8aefda1cbdc0cf6512e64d1b4&v=4
     url: https://github.com/sdevkota
@@ -368,19 +350,7 @@ sponsors:
   - login: moonape1226
     avatarUrl: https://avatars.githubusercontent.com/u/8532038?u=d9f8b855a429fff9397c3833c2ff83849ebf989d&v=4
     url: https://github.com/moonape1226
-  - login: xncbf
-    avatarUrl: https://avatars.githubusercontent.com/u/9462045?u=a80a7bb349555b277645632ed66639ff43400614&v=4
-    url: https://github.com/xncbf
-  - login: DMantis
-    avatarUrl: https://avatars.githubusercontent.com/u/9536869?u=652dd0d49717803c0cbcbf44f7740e53cf2d4892&v=4
-    url: https://github.com/DMantis
-- - login: morzan1001
-    avatarUrl: https://avatars.githubusercontent.com/u/47593005?u=c30ab7230f82a12a9b938dcb54f84a996931409a&v=4
-    url: https://github.com/morzan1001
-  - login: larsyngvelundin
-    avatarUrl: https://avatars.githubusercontent.com/u/34173819?u=74958599695bf83ac9f1addd935a51548a10c6b0&v=4
-    url: https://github.com/larsyngvelundin
-  - login: andrecorumba
+- - login: andrecorumba
     avatarUrl: https://avatars.githubusercontent.com/u/37807517?u=9b9be3b41da9bda60957da9ef37b50dbf65baa61&v=4
     url: https://github.com/andrecorumba
   - login: KOZ39
@@ -389,21 +359,30 @@ sponsors:
   - login: rwxd
     avatarUrl: https://avatars.githubusercontent.com/u/40308458?u=cd04a39e3655923be4f25c2ba8a5a07b3da3230a&v=4
     url: https://github.com/rwxd
+  - login: morzan1001
+    avatarUrl: https://avatars.githubusercontent.com/u/47593005?u=c30ab7230f82a12a9b938dcb54f84a996931409a&v=4
+    url: https://github.com/morzan1001
+  - login: Olegt0rr
+    avatarUrl: https://avatars.githubusercontent.com/u/25399456?u=3e87b5239a2f4600975ba13be73054f8567c6060&v=4
+    url: https://github.com/Olegt0rr
+  - login: dinoz0rg
+    avatarUrl: https://avatars.githubusercontent.com/u/32940067?u=739cda1eb123a2dd5e1db45c361396f239e23f8b&v=4
+    url: https://github.com/dinoz0rg
+  - login: larsyngvelundin
+    avatarUrl: https://avatars.githubusercontent.com/u/34173819?u=74958599695bf83ac9f1addd935a51548a10c6b0&v=4
+    url: https://github.com/larsyngvelundin
   - login: hippoley
     avatarUrl: https://avatars.githubusercontent.com/u/135493401?u=1164ef48a645a7c12664fabc1638fbb7e1c459b0&v=4
     url: https://github.com/hippoley
+  - login: 4anklee
+    avatarUrl: https://avatars.githubusercontent.com/u/144109238?u=a79c0d581b2a3d8f3897e7ef4c012640a6c1eb3a&v=4
+    url: https://github.com/4anklee
   - login: CoderDeltaLAN
     avatarUrl: https://avatars.githubusercontent.com/u/152043745?u=4ff541efffb7d134e60c5fcf2dd1e343f90bb782&v=4
     url: https://github.com/CoderDeltaLAN
-  - login: chris1ding1
-    avatarUrl: https://avatars.githubusercontent.com/u/194386334?u=5500604b50e35ed8a5aeb82ce34aa5d3ee3f88c7&v=4
-    url: https://github.com/chris1ding1
   - login: onestn
     avatarUrl: https://avatars.githubusercontent.com/u/62360849?u=746dd21c34e7e06eefb11b03e8bb01aaae3c2a4f&v=4
     url: https://github.com/onestn
-  - login: Rubinskiy
-    avatarUrl: https://avatars.githubusercontent.com/u/62457878?u=f2e35ed3d196a99cfadb5a29a91950342af07e34&v=4
-    url: https://github.com/Rubinskiy
   - login: nayasinghania
     avatarUrl: https://avatars.githubusercontent.com/u/74111380?u=752e99a5e139389fdc0a0677122adc08438eb076&v=4
     url: https://github.com/nayasinghania
@@ -413,9 +392,6 @@ sponsors:
   - login: andreagrandi
     avatarUrl: https://avatars.githubusercontent.com/u/636391?u=13d90cb8ec313593a5b71fbd4e33b78d6da736f5&v=4
     url: https://github.com/andreagrandi
-  - login: Olegt0rr
-    avatarUrl: https://avatars.githubusercontent.com/u/25399456?u=3e87b5239a2f4600975ba13be73054f8567c6060&v=4
-    url: https://github.com/Olegt0rr
   - login: msserpa
     avatarUrl: https://avatars.githubusercontent.com/u/6334934?u=82c4489eb1559d88d2990d60001901b14f722bbb&v=4
     url: https://github.com/msserpa

docs/en/data/sponsors.yml

@@ -1,3 +1,7 @@
+keystone:
+  - url: https://fastapicloud.com
+    title: FastAPI Cloud. By the same team behind FastAPI. You code. We Cloud.
+    img: https://fastapi.tiangolo.com/img/sponsors/fastapicloud.png
 gold:
   - url: https://blockbee.io?ref=fastapi
     title: BlockBee Cryptocurrency Payment Gateway
@@ -29,6 +33,9 @@ gold:
   - url: https://serpapi.com/?utm_source=fastapi_website
     title: "SerpApi: Web Search API"
     img: https://fastapi.tiangolo.com/img/sponsors/serpapi.png
+  - url: https://www.greptile.com/?utm_source=fastapi&utm_medium=sponsorship&utm_campaign=fastapi_sponsor_page
+    title: "Greptile: The AI Code Reviewer"
+    img: https://fastapi.tiangolo.com/img/sponsors/greptile.png
 silver:
   - url: https://databento.com/?utm_source=fastapi&utm_medium=sponsor&utm_content=display
     title: Pay as you go for market data

docs/en/data/sponsors_badge.yml

@@ -47,3 +47,4 @@ logins:
   - railwayapp
   - subtotal
   - requestly
+  - greptileai

docs/en/data/topic_repos.yml

@@ -1,368 +1,388 @@
 - name: full-stack-fastapi-template
   html_url: https://github.com/fastapi/full-stack-fastapi-template
-  stars: 38779
+  stars: 39475
   owner_login: fastapi
   owner_html_url: https://github.com/fastapi
 - name: Hello-Python
   html_url: https://github.com/mouredev/Hello-Python
-  stars: 32726
+  stars: 33090
   owner_login: mouredev
   owner_html_url: https://github.com/mouredev
 - name: serve
   html_url: https://github.com/jina-ai/serve
-  stars: 21779
+  stars: 21798
   owner_login: jina-ai
   owner_html_url: https://github.com/jina-ai
 - name: HivisionIDPhotos
   html_url: https://github.com/Zeyi-Lin/HivisionIDPhotos
-  stars: 20028
+  stars: 20258
   owner_login: Zeyi-Lin
   owner_html_url: https://github.com/Zeyi-Lin
 - name: sqlmodel
   html_url: https://github.com/fastapi/sqlmodel
-  stars: 17038
+  stars: 17212
   owner_login: fastapi
   owner_html_url: https://github.com/fastapi
 - name: Douyin_TikTok_Download_API
   html_url: https://github.com/Evil0ctal/Douyin_TikTok_Download_API
-  stars: 14786
+  stars: 15145
   owner_login: Evil0ctal
   owner_html_url: https://github.com/Evil0ctal
 - name: fastapi-best-practices
   html_url: https://github.com/zhanymkanov/fastapi-best-practices
-  stars: 13968
+  stars: 14644
   owner_login: zhanymkanov
   owner_html_url: https://github.com/zhanymkanov
 - name: machine-learning-zoomcamp
   html_url: https://github.com/DataTalksClub/machine-learning-zoomcamp
-  stars: 12171
+  stars: 12320
   owner_login: DataTalksClub
   owner_html_url: https://github.com/DataTalksClub
 - name: fastapi_mcp
   html_url: https://github.com/tadata-org/fastapi_mcp
-  stars: 10976
+  stars: 11174
   owner_login: tadata-org
   owner_html_url: https://github.com/tadata-org
-- name: awesome-fastapi
-  html_url: https://github.com/mjhea0/awesome-fastapi
-  stars: 10618
-  owner_login: mjhea0
-  owner_html_url: https://github.com/mjhea0
 - name: SurfSense
   html_url: https://github.com/MODSetter/SurfSense
-  stars: 10243
+  stars: 10858
   owner_login: MODSetter
   owner_html_url: https://github.com/MODSetter
+- name: awesome-fastapi
+  html_url: https://github.com/mjhea0/awesome-fastapi
+  stars: 10758
+  owner_login: mjhea0
+  owner_html_url: https://github.com/mjhea0
 - name: XHS-Downloader
   html_url: https://github.com/JoeanAmier/XHS-Downloader
-  stars: 9062
+  stars: 9313
   owner_login: JoeanAmier
   owner_html_url: https://github.com/JoeanAmier
 - name: FastUI
   html_url: https://github.com/pydantic/FastUI
-  stars: 8892
+  stars: 8915
   owner_login: pydantic
   owner_html_url: https://github.com/pydantic
 - name: polar
   html_url: https://github.com/polarsource/polar
-  stars: 8084
+  stars: 8339
   owner_login: polarsource
   owner_html_url: https://github.com/polarsource
 - name: FileCodeBox
   html_url: https://github.com/vastsa/FileCodeBox
-  stars: 7494
+  stars: 7721
   owner_login: vastsa
   owner_html_url: https://github.com/vastsa
 - name: nonebot2
   html_url: https://github.com/nonebot/nonebot2
-  stars: 7128
+  stars: 7170
   owner_login: nonebot
   owner_html_url: https://github.com/nonebot
 - name: hatchet
   html_url: https://github.com/hatchet-dev/hatchet
-  stars: 6155
+  stars: 6253
   owner_login: hatchet-dev
   owner_html_url: https://github.com/hatchet-dev
-- name: serge
-  html_url: https://github.com/serge-chat/serge
-  stars: 5754
-  owner_login: serge-chat
-  owner_html_url: https://github.com/serge-chat
 - name: fastapi-users
   html_url: https://github.com/fastapi-users/fastapi-users
-  stars: 5683
+  stars: 5849
   owner_login: fastapi-users
   owner_html_url: https://github.com/fastapi-users
+- name: serge
+  html_url: https://github.com/serge-chat/serge
+  stars: 5756
+  owner_login: serge-chat
+  owner_html_url: https://github.com/serge-chat
 - name: strawberry
   html_url: https://github.com/strawberry-graphql/strawberry
-  stars: 4452
+  stars: 4569
   owner_login: strawberry-graphql
   owner_html_url: https://github.com/strawberry-graphql
 - name: chatgpt-web-share
   html_url: https://github.com/chatpire/chatgpt-web-share
-  stars: 4296
+  stars: 4294
   owner_login: chatpire
   owner_html_url: https://github.com/chatpire
 - name: poem
   html_url: https://github.com/poem-web/poem
-  stars: 4235
+  stars: 4276
   owner_login: poem-web
   owner_html_url: https://github.com/poem-web
 - name: dynaconf
   html_url: https://github.com/dynaconf/dynaconf
-  stars: 4174
+  stars: 4202
   owner_login: dynaconf
   owner_html_url: https://github.com/dynaconf
 - name: atrilabs-engine
   html_url: https://github.com/Atri-Labs/atrilabs-engine
-  stars: 4094
+  stars: 4093
   owner_login: Atri-Labs
   owner_html_url: https://github.com/Atri-Labs
 - name: Kokoro-FastAPI
   html_url: https://github.com/remsky/Kokoro-FastAPI
-  stars: 3875
+  stars: 4019
   owner_login: remsky
   owner_html_url: https://github.com/remsky
 - name: logfire
   html_url: https://github.com/pydantic/logfire
-  stars: 3717
+  stars: 3805
   owner_login: pydantic
   owner_html_url: https://github.com/pydantic
 - name: LitServe
   html_url: https://github.com/Lightning-AI/LitServe
-  stars: 3615
+  stars: 3719
   owner_login: Lightning-AI
   owner_html_url: https://github.com/Lightning-AI
+- name: fastapi-admin
+  html_url: https://github.com/fastapi-admin/fastapi-admin
+  stars: 3632
+  owner_login: fastapi-admin
+  owner_html_url: https://github.com/fastapi-admin
 - name: datamodel-code-generator
   html_url: https://github.com/koxudaxi/datamodel-code-generator
-  stars: 3554
+  stars: 3609
   owner_login: koxudaxi
   owner_html_url: https://github.com/koxudaxi
 - name: huma
   html_url: https://github.com/danielgtaylor/huma
-  stars: 3521
+  stars: 3603
   owner_login: danielgtaylor
   owner_html_url: https://github.com/danielgtaylor
-- name: fastapi-admin
-  html_url: https://github.com/fastapi-admin/fastapi-admin
-  stars: 3497
-  owner_login: fastapi-admin
-  owner_html_url: https://github.com/fastapi-admin
 - name: farfalle
   html_url: https://github.com/rashadphz/farfalle
-  stars: 3476
+  stars: 3490
   owner_login: rashadphz
   owner_html_url: https://github.com/rashadphz
 - name: tracecat
   html_url: https://github.com/TracecatHQ/tracecat
-  stars: 3310
+  stars: 3379
   owner_login: TracecatHQ
   owner_html_url: https://github.com/TracecatHQ
 - name: opyrator
   html_url: https://github.com/ml-tooling/opyrator
-  stars: 3134
+  stars: 3135
   owner_login: ml-tooling
   owner_html_url: https://github.com/ml-tooling
 - name: docarray
   html_url: https://github.com/docarray/docarray
-  stars: 3108
+  stars: 3114
   owner_login: docarray
   owner_html_url: https://github.com/docarray
+- name: devpush
+  html_url: https://github.com/hunvreus/devpush
+  stars: 3097
+  owner_login: hunvreus
+  owner_html_url: https://github.com/hunvreus
 - name: fastapi-realworld-example-app
   html_url: https://github.com/nsidnev/fastapi-realworld-example-app
-  stars: 2945
+  stars: 3050
   owner_login: nsidnev
   owner_html_url: https://github.com/nsidnev
 - name: uvicorn-gunicorn-fastapi-docker
   html_url: https://github.com/tiangolo/uvicorn-gunicorn-fastapi-docker
-  stars: 2809
+  stars: 2911
   owner_login: tiangolo
   owner_html_url: https://github.com/tiangolo
-- name: devpush
-  html_url: https://github.com/hunvreus/devpush
-  stars: 2784
-  owner_login: hunvreus
-  owner_html_url: https://github.com/hunvreus
 - name: mcp-context-forge
   html_url: https://github.com/IBM/mcp-context-forge
-  stars: 2763
+  stars: 2899
   owner_login: IBM
   owner_html_url: https://github.com/IBM
 - name: best-of-web-python
   html_url: https://github.com/ml-tooling/best-of-web-python
-  stars: 2630
+  stars: 2648
   owner_login: ml-tooling
   owner_html_url: https://github.com/ml-tooling
-- name: fastapi-react
-  html_url: https://github.com/Buuntu/fastapi-react
-  stars: 2464
-  owner_login: Buuntu
-  owner_html_url: https://github.com/Buuntu
 - name: FastAPI-template
   html_url: https://github.com/s3rius/FastAPI-template
-  stars: 2453
+  stars: 2637
   owner_login: s3rius
   owner_html_url: https://github.com/s3rius
-- name: RasaGPT
-  html_url: https://github.com/paulpierre/RasaGPT
-  stars: 2444
-  owner_login: paulpierre
-  owner_html_url: https://github.com/paulpierre
-- name: sqladmin
-  html_url: https://github.com/aminalaee/sqladmin
-  stars: 2423
-  owner_login: aminalaee
-  owner_html_url: https://github.com/aminalaee
-- name: nextpy
-  html_url: https://github.com/dot-agent/nextpy
-  stars: 2325
-  owner_login: dot-agent
-  owner_html_url: https://github.com/dot-agent
-- name: supabase-py
-  html_url: https://github.com/supabase/supabase-py
-  stars: 2292
-  owner_login: supabase
-  owner_html_url: https://github.com/supabase
-- name: 30-Days-of-Python
-  html_url: https://github.com/codingforentrepreneurs/30-Days-of-Python
-  stars: 2214
-  owner_login: codingforentrepreneurs
-  owner_html_url: https://github.com/codingforentrepreneurs
+- name: YC-Killer
+  html_url: https://github.com/sahibzada-allahyar/YC-Killer
+  stars: 2599
+  owner_login: sahibzada-allahyar
+  owner_html_url: https://github.com/sahibzada-allahyar
+- name: fastapi-react
+  html_url: https://github.com/Buuntu/fastapi-react
+  stars: 2569
+  owner_login: Buuntu
+  owner_html_url: https://github.com/Buuntu
 - name: Yuxi-Know
   html_url: https://github.com/xerrors/Yuxi-Know
-  stars: 2212
+  stars: 2563
   owner_login: xerrors
   owner_html_url: https://github.com/xerrors
-- name: langserve
-  html_url: https://github.com/langchain-ai/langserve
-  stars: 2191
-  owner_login: langchain-ai
-  owner_html_url: https://github.com/langchain-ai
+- name: sqladmin
+  html_url: https://github.com/aminalaee/sqladmin
+  stars: 2558
+  owner_login: aminalaee
+  owner_html_url: https://github.com/aminalaee
+- name: RasaGPT
+  html_url: https://github.com/paulpierre/RasaGPT
+  stars: 2451
+  owner_login: paulpierre
+  owner_html_url: https://github.com/paulpierre
+- name: supabase-py
+  html_url: https://github.com/supabase/supabase-py
+  stars: 2344
+  owner_login: supabase
+  owner_html_url: https://github.com/supabase
+- name: nextpy
+  html_url: https://github.com/dot-agent/nextpy
+  stars: 2335
+  owner_login: dot-agent
+  owner_html_url: https://github.com/dot-agent
 - name: fastapi-utils
   html_url: https://github.com/fastapiutils/fastapi-utils
-  stars: 2185
+  stars: 2291
   owner_login: fastapiutils
   owner_html_url: https://github.com/fastapiutils
+- name: 30-Days-of-Python
+  html_url: https://github.com/codingforentrepreneurs/30-Days-of-Python
+  stars: 2220
+  owner_login: codingforentrepreneurs
+  owner_html_url: https://github.com/codingforentrepreneurs
+- name: langserve
+  html_url: https://github.com/langchain-ai/langserve
+  stars: 2215
+  owner_login: langchain-ai
+  owner_html_url: https://github.com/langchain-ai
 - name: solara
   html_url: https://github.com/widgetti/solara
-  stars: 2111
+  stars: 2122
   owner_login: widgetti
   owner_html_url: https://github.com/widgetti
 - name: mangum
   html_url: https://github.com/Kludex/mangum
-  stars: 2011
+  stars: 2029
   owner_login: Kludex
   owner_html_url: https://github.com/Kludex
 - name: agentkit
   html_url: https://github.com/BCG-X-Official/agentkit
-  stars: 1826
+  stars: 1912
   owner_login: BCG-X-Official
   owner_html_url: https://github.com/BCG-X-Official
-- name: python-week-2022
-  html_url: https://github.com/rochacbruno/python-week-2022
-  stars: 1815
-  owner_login: rochacbruno
-  owner_html_url: https://github.com/rochacbruno
 - name: manage-fastapi
   html_url: https://github.com/ycd/manage-fastapi
-  stars: 1787
+  stars: 1885
   owner_login: ycd
   owner_html_url: https://github.com/ycd
-- name: ormar
-  html_url: https://github.com/collerek/ormar
-  stars: 1780
-  owner_login: collerek
-  owner_html_url: https://github.com/collerek
-- name: vue-fastapi-admin
-  html_url: https://github.com/mizhexiaoxiao/vue-fastapi-admin
-  stars: 1758
-  owner_login: mizhexiaoxiao
-  owner_html_url: https://github.com/mizhexiaoxiao
 - name: openapi-python-client
   html_url: https://github.com/openapi-generators/openapi-python-client
-  stars: 1731
+  stars: 1862
   owner_login: openapi-generators
   owner_html_url: https://github.com/openapi-generators
 - name: piccolo
   html_url: https://github.com/piccolo-orm/piccolo
-  stars: 1711
+  stars: 1836
   owner_login: piccolo-orm
   owner_html_url: https://github.com/piccolo-orm
-- name: fastapi-cache
-  html_url: https://github.com/long2ice/fastapi-cache
-  stars: 1677
-  owner_login: long2ice
-  owner_html_url: https://github.com/long2ice
+- name: vue-fastapi-admin
+  html_url: https://github.com/mizhexiaoxiao/vue-fastapi-admin
+  stars: 1831
+  owner_login: mizhexiaoxiao
+  owner_html_url: https://github.com/mizhexiaoxiao
+- name: python-week-2022
+  html_url: https://github.com/rochacbruno/python-week-2022
+  stars: 1817
+  owner_login: rochacbruno
+  owner_html_url: https://github.com/rochacbruno
 - name: slowapi
   html_url: https://github.com/laurentS/slowapi
-  stars: 1669
+  stars: 1798
   owner_login: laurentS
   owner_html_url: https://github.com/laurentS
-- name: langchain-serve
-  html_url: https://github.com/jina-ai/langchain-serve
-  stars: 1632
-  owner_login: jina-ai
-  owner_html_url: https://github.com/jina-ai
+- name: fastapi-cache
+  html_url: https://github.com/long2ice/fastapi-cache
+  stars: 1789
+  owner_login: long2ice
+  owner_html_url: https://github.com/long2ice
+- name: ormar
+  html_url: https://github.com/collerek/ormar
+  stars: 1783
+  owner_login: collerek
+  owner_html_url: https://github.com/collerek
 - name: termpair
   html_url: https://github.com/cs01/termpair
-  stars: 1621
+  stars: 1716
   owner_login: cs01
   owner_html_url: https://github.com/cs01
 - name: FastAPI-boilerplate
   html_url: https://github.com/benavlabs/FastAPI-boilerplate
-  stars: 1596
+  stars: 1660
   owner_login: benavlabs
   owner_html_url: https://github.com/benavlabs
-- name: coronavirus-tracker-api
-  html_url: https://github.com/ExpDev07/coronavirus-tracker-api
-  stars: 1573
-  owner_login: ExpDev07
-  owner_html_url: https://github.com/ExpDev07
-- name: fastapi-crudrouter
-  html_url: https://github.com/awtkns/fastapi-crudrouter
-  stars: 1553
-  owner_login: awtkns
-  owner_html_url: https://github.com/awtkns
+- name: fastapi-langgraph-agent-production-ready-template
+  html_url: https://github.com/wassim249/fastapi-langgraph-agent-production-ready-template
+  stars: 1638
+  owner_login: wassim249
+  owner_html_url: https://github.com/wassim249
+- name: langchain-serve
+  html_url: https://github.com/jina-ai/langchain-serve
+  stars: 1635
+  owner_login: jina-ai
+  owner_html_url: https://github.com/jina-ai
 - name: awesome-fastapi-projects
   html_url: https://github.com/Kludex/awesome-fastapi-projects
-  stars: 1485
+  stars: 1589
   owner_login: Kludex
   owner_html_url: https://github.com/Kludex
 - name: fastapi-pagination
   html_url: https://github.com/uriyyo/fastapi-pagination
-  stars: 1473
+  stars: 1585
   owner_login: uriyyo
   owner_html_url: https://github.com/uriyyo
+- name: coronavirus-tracker-api
+  html_url: https://github.com/ExpDev07/coronavirus-tracker-api
+  stars: 1574
+  owner_login: ExpDev07
+  owner_html_url: https://github.com/ExpDev07
+- name: fastapi-crudrouter
+  html_url: https://github.com/awtkns/fastapi-crudrouter
+  stars: 1559
+  owner_login: awtkns
+  owner_html_url: https://github.com/awtkns
 - name: bracket
   html_url: https://github.com/evroon/bracket
-  stars: 1470
+  stars: 1489
   owner_login: evroon
   owner_html_url: https://github.com/evroon
-- name: fastapi-langgraph-agent-production-ready-template
-  html_url: https://github.com/wassim249/fastapi-langgraph-agent-production-ready-template
-  stars: 1456
-  owner_login: wassim249
-  owner_html_url: https://github.com/wassim249
+- name: fastapi-amis-admin
+  html_url: https://github.com/amisadmin/fastapi-amis-admin
+  stars: 1475
+  owner_login: amisadmin
+  owner_html_url: https://github.com/amisadmin
 - name: fastapi-boilerplate
   html_url: https://github.com/teamhide/fastapi-boilerplate
-  stars: 1424
+  stars: 1436
   owner_login: teamhide
   owner_html_url: https://github.com/teamhide
 - name: awesome-python-resources
   html_url: https://github.com/DjangoEx/awesome-python-resources
-  stars: 1420
+  stars: 1426
   owner_login: DjangoEx
   owner_html_url: https://github.com/DjangoEx
-- name: fastapi-amis-admin
-  html_url: https://github.com/amisadmin/fastapi-amis-admin
-  stars: 1363
-  owner_login: amisadmin
-  owner_html_url: https://github.com/amisadmin
 - name: fastcrud
   html_url: https://github.com/benavlabs/fastcrud
-  stars: 1362
+  stars: 1414
   owner_login: benavlabs
   owner_html_url: https://github.com/benavlabs
+- name: prometheus-fastapi-instrumentator
+  html_url: https://github.com/trallnag/prometheus-fastapi-instrumentator
+  stars: 1388
+  owner_login: trallnag
+  owner_html_url: https://github.com/trallnag
+- name: fastapi_best_architecture
+  html_url: https://github.com/fastapi-practices/fastapi_best_architecture
+  stars: 1378
+  owner_login: fastapi-practices
+  owner_html_url: https://github.com/fastapi-practices
+- name: fastapi-code-generator
+  html_url: https://github.com/koxudaxi/fastapi-code-generator
+  stars: 1375
+  owner_login: koxudaxi
+  owner_html_url: https://github.com/koxudaxi
 - name: budgetml
   html_url: https://github.com/ebhy/budgetml
   stars: 1345
@@ -370,126 +390,106 @@
   owner_html_url: https://github.com/ebhy
 - name: fastapi-tutorial
   html_url: https://github.com/liaogx/fastapi-tutorial
-  stars: 1315
+  stars: 1327
   owner_login: liaogx
   owner_html_url: https://github.com/liaogx
-- name: fastapi_best_architecture
-  html_url: https://github.com/fastapi-practices/fastapi_best_architecture
-  stars: 1311
-  owner_login: fastapi-practices
-  owner_html_url: https://github.com/fastapi-practices
-- name: fastapi-code-generator
-  html_url: https://github.com/koxudaxi/fastapi-code-generator
-  stars: 1270
-  owner_login: koxudaxi
-  owner_html_url: https://github.com/koxudaxi
-- name: prometheus-fastapi-instrumentator
-  html_url: https://github.com/trallnag/prometheus-fastapi-instrumentator
-  stars: 1264
-  owner_login: trallnag
-  owner_html_url: https://github.com/trallnag
+- name: fastapi-alembic-sqlmodel-async
+  html_url: https://github.com/jonra1993/fastapi-alembic-sqlmodel-async
+  stars: 1259
+  owner_login: jonra1993
+  owner_html_url: https://github.com/jonra1993
+- name: fastapi-scaff
+  html_url: https://github.com/atpuxiner/fastapi-scaff
+  stars: 1255
+  owner_login: atpuxiner
+  owner_html_url: https://github.com/atpuxiner
 - name: bedrock-chat
   html_url: https://github.com/aws-samples/bedrock-chat
-  stars: 1243
+  stars: 1254
   owner_login: aws-samples
   owner_html_url: https://github.com/aws-samples
 - name: bolt-python
   html_url: https://github.com/slackapi/bolt-python
-  stars: 1238
+  stars: 1253
   owner_login: slackapi
   owner_html_url: https://github.com/slackapi
 - name: fastapi_production_template
   html_url: https://github.com/zhanymkanov/fastapi_production_template
-  stars: 1209
+  stars: 1217
   owner_login: zhanymkanov
   owner_html_url: https://github.com/zhanymkanov
-- name: fastapi-scaff
-  html_url: https://github.com/atpuxiner/fastapi-scaff
-  stars: 1200
-  owner_login: atpuxiner
-  owner_html_url: https://github.com/atpuxiner
 - name: langchain-extract
   html_url: https://github.com/langchain-ai/langchain-extract
-  stars: 1173
+  stars: 1176
   owner_login: langchain-ai
   owner_html_url: https://github.com/langchain-ai
-- name: fastapi-alembic-sqlmodel-async
-  html_url: https://github.com/jonra1993/fastapi-alembic-sqlmodel-async
-  stars: 1162
-  owner_login: jonra1993
-  owner_html_url: https://github.com/jonra1993
-- name: odmantic
-  html_url: https://github.com/art049/odmantic
-  stars: 1137
-  owner_login: art049
-  owner_html_url: https://github.com/art049
 - name: restish
   html_url: https://github.com/rest-sh/restish
-  stars: 1129
+  stars: 1140
   owner_login: rest-sh
   owner_html_url: https://github.com/rest-sh
-- name: kubetorch
-  html_url: https://github.com/run-house/kubetorch
-  stars: 1065
-  owner_login: run-house
-  owner_html_url: https://github.com/run-house
-- name: flock
-  html_url: https://github.com/Onelevenvy/flock
-  stars: 1039
-  owner_login: Onelevenvy
-  owner_html_url: https://github.com/Onelevenvy
+- name: odmantic
+  html_url: https://github.com/art049/odmantic
+  stars: 1138
+  owner_login: art049
+  owner_html_url: https://github.com/art049
 - name: authx
   html_url: https://github.com/yezz123/authx
-  stars: 1017
+  stars: 1119
   owner_login: yezz123
   owner_html_url: https://github.com/yezz123
-- name: autollm
-  html_url: https://github.com/viddexa/autollm
-  stars: 997
-  owner_login: viddexa
-  owner_html_url: https://github.com/viddexa
-- name: lanarky
-  html_url: https://github.com/ajndkr/lanarky
-  stars: 993
-  owner_login: ajndkr
-  owner_html_url: https://github.com/ajndkr
-- name: RuoYi-Vue3-FastAPI
-  html_url: https://github.com/insistence/RuoYi-Vue3-FastAPI
-  stars: 974
-  owner_login: insistence
-  owner_html_url: https://github.com/insistence
-- name: aktools
-  html_url: https://github.com/akfamily/aktools
-  stars: 972
-  owner_login: akfamily
-  owner_html_url: https://github.com/akfamily
-- name: titiler
-  html_url: https://github.com/developmentseed/titiler
-  stars: 965
-  owner_login: developmentseed
-  owner_html_url: https://github.com/developmentseed
-- name: secure
-  html_url: https://github.com/TypeError/secure
-  stars: 953
-  owner_login: TypeError
-  owner_html_url: https://github.com/TypeError
-- name: energy-forecasting
-  html_url: https://github.com/iusztinpaul/energy-forecasting
-  stars: 949
-  owner_login: iusztinpaul
-  owner_html_url: https://github.com/iusztinpaul
-- name: every-pdf
-  html_url: https://github.com/DDULDDUCK/every-pdf
-  stars: 942
-  owner_login: DDULDDUCK
-  owner_html_url: https://github.com/DDULDDUCK
-- name: langcorn
-  html_url: https://github.com/msoedov/langcorn
-  stars: 933
-  owner_login: msoedov
-  owner_html_url: https://github.com/msoedov
+- name: NoteDiscovery
+  html_url: https://github.com/gamosoft/NoteDiscovery
+  stars: 1107
+  owner_login: gamosoft
+  owner_html_url: https://github.com/gamosoft
+- name: flock
+  html_url: https://github.com/Onelevenvy/flock
+  stars: 1055
+  owner_login: Onelevenvy
+  owner_html_url: https://github.com/Onelevenvy
 - name: fastapi-observability
   html_url: https://github.com/blueswen/fastapi-observability
-  stars: 923
+  stars: 1038
   owner_login: blueswen
   owner_html_url: https://github.com/blueswen
+- name: aktools
+  html_url: https://github.com/akfamily/aktools
+  stars: 1027
+  owner_login: akfamily
+  owner_html_url: https://github.com/akfamily
+- name: RuoYi-Vue3-FastAPI
+  html_url: https://github.com/insistence/RuoYi-Vue3-FastAPI
+  stars: 1016
+  owner_login: insistence
+  owner_html_url: https://github.com/insistence
+- name: autollm
+  html_url: https://github.com/viddexa/autollm
+  stars: 1002
+  owner_login: viddexa
+  owner_html_url: https://github.com/viddexa
+- name: titiler
+  html_url: https://github.com/developmentseed/titiler
+  stars: 999
+  owner_login: developmentseed
+  owner_html_url: https://github.com/developmentseed
+- name: lanarky
+  html_url: https://github.com/ajndkr/lanarky
+  stars: 994
+  owner_login: ajndkr
+  owner_html_url: https://github.com/ajndkr
+- name: every-pdf
+  html_url: https://github.com/DDULDDUCK/every-pdf
+  stars: 985
+  owner_login: DDULDDUCK
+  owner_html_url: https://github.com/DDULDDUCK
+- name: enterprise-deep-research
+  html_url: https://github.com/SalesforceAIResearch/enterprise-deep-research
+  stars: 973
+  owner_login: SalesforceAIResearch
+  owner_html_url: https://github.com/SalesforceAIResearch
+- name: fastapi-mail
+  html_url: https://github.com/sabuhish/fastapi-mail
+  stars: 964
+  owner_login: sabuhish
+  owner_html_url: https://github.com/sabuhish

docs/en/data/translation_reviewers.yml

@@ -75,7 +75,7 @@ mattwang44:
   url: https://github.com/mattwang44
 tiangolo:
   login: tiangolo
-  count: 55
+  count: 56
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 Laineyzhang55:
@@ -136,7 +136,7 @@ JavierSanchezCastro:
 alejsdev:
   login: alejsdev
   count: 37
-  avatarUrl: https://avatars.githubusercontent.com/u/90076947?u=447d12a1b347f466b35378bee4c7104cc9b2c571&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/90076947?u=85ceac49fb87138aebe8d663912e359447329090&v=4
   url: https://github.com/alejsdev
 stlucasgarcia:
   login: stlucasgarcia
@@ -436,7 +436,7 @@ jburckel:
 peidrao:
   login: peidrao
   count: 13
-  avatarUrl: https://avatars.githubusercontent.com/u/32584628?u=64c634bb10381905038ff7faf3c8c3df47fb799a&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/32584628?u=979c62398e16ff000cc0faa028e028efd679887c&v=4
   url: https://github.com/peidrao
 impocode:
   login: impocode
@@ -1006,7 +1006,7 @@ takacs:
 anton2yakovlev:
   login: anton2yakovlev
   count: 5
-  avatarUrl: https://avatars.githubusercontent.com/u/44229180?u=bdd445ba99074b378e7298d23c4bf6d707d2c282&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/44229180?u=ac245e57bc834ff80f08ca8128000bb650a77a3d&v=4
   url: https://github.com/anton2yakovlev
 ILoveSorasakiHina:
   login: ILoveSorasakiHina
@@ -1161,7 +1161,7 @@ cookie-byte217:
 AbolfazlKameli:
   login: AbolfazlKameli
   count: 4
-  avatarUrl: https://avatars.githubusercontent.com/u/120686133?u=e41743da3c1820efafc59c5870cacd4f4425334c&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/120686133?u=af8f025278cce0d489007071254e4055df60b78c&v=4
   url: https://github.com/AbolfazlKameli
 tyronedamasceno:
   login: tyronedamasceno
@@ -1196,7 +1196,7 @@ Xaraxx:
 Suyoung789:
   login: Suyoung789
   count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/31277231?u=744bd3e641413e19bfad6b06a90bb0887c3f9332&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/31277231?u=1591aaf651eb860017231a36590050e154c026b6&v=4
   url: https://github.com/Suyoung789
 akagaeng:
   login: akagaeng
@@ -1806,7 +1806,7 @@ MrL8199:
 ivintoiu:
   login: ivintoiu
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/1853336?u=b537c905ad08b69993de8796fb235c8d4d47f039&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/1853336?u=e3de5fd0ab17efc12256b4295285b504ca281440&v=4
   url: https://github.com/ivintoiu
 TechnoService2:
   login: TechnoService2
@@ -1841,7 +1841,7 @@ NavesSapnis:
 eqsdxr:
   login: eqsdxr
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/157279130?u=d7aaffb29f542b647cf0f6b0e05722490863658a&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/157279130?u=7927dc0366995334f9a18c3204a41d3a34d6d96f&v=4
   url: https://github.com/eqsdxr
 syedasamina56:
   login: syedasamina56

docs/en/data/translators.yml

@@ -1,6 +1,6 @@
 nilslindemann:
   login: nilslindemann
-  count: 124
+  count: 125
   avatarUrl: https://avatars.githubusercontent.com/u/6892179?u=1dca6a22195d6cd1ab20737c0e19a4c55d639472&v=4
   url: https://github.com/nilslindemann
 jaystone776:
@@ -8,16 +8,16 @@ jaystone776:
   count: 46
   avatarUrl: https://avatars.githubusercontent.com/u/11191137?u=299205a95e9b6817a43144a48b643346a5aac5cc&v=4
   url: https://github.com/jaystone776
+ceb10n:
+  login: ceb10n
+  count: 29
+  avatarUrl: https://avatars.githubusercontent.com/u/235213?u=edcce471814a1eba9f0cdaa4cd0de18921a940a6&v=4
+  url: https://github.com/ceb10n
 valentinDruzhinin:
   login: valentinDruzhinin
   count: 29
   avatarUrl: https://avatars.githubusercontent.com/u/12831905?u=aae1ebc675c91e8fa582df4fcc4fc4128106344d&v=4
   url: https://github.com/valentinDruzhinin
-ceb10n:
-  login: ceb10n
-  count: 27
-  avatarUrl: https://avatars.githubusercontent.com/u/235213?u=edcce471814a1eba9f0cdaa4cd0de18921a940a6&v=4
-  url: https://github.com/ceb10n
 tokusumi:
   login: tokusumi
   count: 23
@@ -286,7 +286,7 @@ hsuanchi:
 alejsdev:
   login: alejsdev
   count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/90076947?u=447d12a1b347f466b35378bee4c7104cc9b2c571&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/90076947?u=85ceac49fb87138aebe8d663912e359447329090&v=4
   url: https://github.com/alejsdev
 riroan:
   login: riroan
@@ -358,6 +358,11 @@ ruzia:
   count: 3
   avatarUrl: https://avatars.githubusercontent.com/u/24503?v=4
   url: https://github.com/ruzia
+YuriiMotov:
+  login: YuriiMotov
+  count: 3
+  avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=b9b13d598dddfab529a52d264df80a900bfe7060&v=4
+  url: https://github.com/YuriiMotov
 izaguerreiro:
   login: izaguerreiro
   count: 2
@@ -543,8 +548,3 @@ EdmilsonRodrigues:
   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/62777025?u=217d6f3cd6cc750bb8818a3af7726c8d74eb7c2d&v=4
   url: https://github.com/EdmilsonRodrigues
-YuriiMotov:
-  login: YuriiMotov
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=b9b13d598dddfab529a52d264df80a900bfe7060&v=4
-  url: https://github.com/YuriiMotov

docs/en/docs/_llm-test.md

@@ -15,7 +15,7 @@ Use as follows:
 
 The tests:
 
-## Code snippets { #code-snippets}
+## Code snippets { #code-snippets }
 
 //// tab | Test
 
@@ -53,7 +53,7 @@ See for example section `### Quotes` in `docs/de/llm-prompt.md`.
 
 ////
 
-## Quotes in code snippets { #quotes-in-code-snippets}
+## Quotes in code snippets { #quotes-in-code-snippets }
 
 //// tab | Test
 

docs/en/docs/advanced/additional-responses.md

@@ -175,7 +175,7 @@ You can use this same `responses` parameter to add different media types for the
 
 For example, you can add an additional media type of `image/png`, declaring that your *path operation* can return a JSON object (with media type `application/json`) or a PNG image:
 
-{* ../../docs_src/additional_responses/tutorial002.py hl[19:24,28] *}
+{* ../../docs_src/additional_responses/tutorial002_py310.py hl[17:22,26] *}
 
 /// note
 
@@ -237,7 +237,7 @@ You can use that technique to reuse some predefined responses in your *path oper
 
 For example:
 
-{* ../../docs_src/additional_responses/tutorial004.py hl[13:17,26] *}
+{* ../../docs_src/additional_responses/tutorial004_py310.py hl[11:15,24] *}
 
 ## More information about OpenAPI responses { #more-information-about-openapi-responses }
 

docs/en/docs/advanced/behind-a-proxy.md

@@ -443,6 +443,14 @@ The docs UI will interact with the server that you select.
 
 ///
 
+/// note | Technical Details
+
+The `servers` property in the OpenAPI specification is optional.
+
+If you don't specify the `servers` parameter and `root_path` is equal to `/`, the `servers` property in the generated OpenAPI schema will be omitted entirely by default, which is the equivalent of a single server with a `url` value of `/`.
+
+///
+
 ### Disable automatic server from `root_path` { #disable-automatic-server-from-root-path }
 
 If you don't want **FastAPI** to include an automatic server using the `root_path`, you can use the parameter `root_path_in_servers=False`:

docs/en/docs/advanced/dataclasses.md

@@ -4,7 +4,7 @@ FastAPI is built on top of **Pydantic**, and I have been showing you how to use
 
 But FastAPI also supports using <a href="https://docs.python.org/3/library/dataclasses.html" class="external-link" target="_blank">`dataclasses`</a> the same way:
 
-{* ../../docs_src/dataclasses/tutorial001.py hl[1,7:12,19:20] *}
+{* ../../docs_src/dataclasses/tutorial001_py310.py hl[1,6:11,18:19] *}
 
 This is still supported thanks to **Pydantic**, as it has <a href="https://docs.pydantic.dev/latest/concepts/dataclasses/#use-of-stdlib-dataclasses-with-basemodel" class="external-link" target="_blank">internal support for `dataclasses`</a>.
 
@@ -32,7 +32,7 @@ But if you have a bunch of dataclasses laying around, this is a nice trick to us
 
 You can also use `dataclasses` in the `response_model` parameter:
 
-{* ../../docs_src/dataclasses/tutorial002.py hl[1,7:13,19] *}
+{* ../../docs_src/dataclasses/tutorial002_py310.py hl[1,6:12,18] *}
 
 The dataclass will be automatically converted to a Pydantic dataclass.
 
@@ -48,7 +48,7 @@ In some cases, you might still have to use Pydantic's version of `dataclasses`.
 
 In that case, you can simply swap the standard `dataclasses` with `pydantic.dataclasses`, which is a drop-in replacement:
 
-{* ../../docs_src/dataclasses/tutorial003.py hl[1,5,8:11,14:17,23:25,28] *}
+{* ../../docs_src/dataclasses/tutorial003_py310.py hl[1,4,7:10,13:16,22:24,27] *}
 
 1. We still import `field` from standard `dataclasses`.
 

docs/en/docs/advanced/openapi-callbacks.md

@@ -31,7 +31,7 @@ It will have a *path operation* that will receive an `Invoice` body, and a query
 
 This part is pretty normal, most of the code is probably already familiar to you:
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[9:13,36:53] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[7:11,34:51] *}
 
 /// tip
 
@@ -90,7 +90,7 @@ Temporarily adopting this point of view (of the *external developer*) can help y
 
 First create a new `APIRouter` that will contain one or more callbacks.
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[3,25] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[1,23] *}
 
 ### Create the callback *path operation* { #create-the-callback-path-operation }
 
@@ -101,7 +101,7 @@ It should look just like a normal FastAPI *path operation*:
 * It should probably have a declaration of the body it should receive, e.g. `body: InvoiceEvent`.
 * And it could also have a declaration of the response it should return, e.g. `response_model=InvoiceEventReceived`.
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[16:18,21:22,28:32] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[14:16,19:20,26:30] *}
 
 There are 2 main differences from a normal *path operation*:
 
@@ -169,7 +169,7 @@ At this point you have the *callback path operation(s)* needed (the one(s) that
 
 Now use the parameter `callbacks` in *your API's path operation decorator* to pass the attribute `.routes` (that's actually just a `list` of routes/*path operations*) from that callback router:
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[35] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[33] *}
 
 /// tip
 

docs/en/docs/advanced/path-operation-advanced-configuration.md

@@ -50,7 +50,7 @@ Adding an `\f` (an escaped "form feed" character) causes **FastAPI** to truncate
 
 It won't show up in the documentation, but other tools (such as Sphinx) will be able to use the rest.
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial004.py hl[19:29] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial004_py310.py hl[17:27] *}
 
 ## Additional Responses { #additional-responses }
 
@@ -155,13 +155,13 @@ For example, in this application we don't use FastAPI's integrated functionality
 
 //// tab | Pydantic v2
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007.py hl[17:22, 24] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_py39.py hl[15:20, 22] *}
 
 ////
 
 //// tab | Pydantic v1
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1.py hl[17:22, 24] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1_py39.py hl[15:20, 22] *}
 
 ////
 
@@ -179,13 +179,13 @@ And then in our code, we parse that YAML content directly, and then we are again
 
 //// tab | Pydantic v2
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007.py hl[26:33] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_py39.py hl[24:31] *}
 
 ////
 
 //// tab | Pydantic v1
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1.py hl[26:33] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1_py39.py hl[24:31] *}
 
 ////
 

docs/en/docs/advanced/response-directly.md

@@ -34,7 +34,7 @@ For example, you cannot put a Pydantic model in a `JSONResponse` without first c
 
 For those cases, you can use the `jsonable_encoder` to convert your data before passing it to a response:
 
-{* ../../docs_src/response_directly/tutorial001.py hl[6:7,21:22] *}
+{* ../../docs_src/response_directly/tutorial001_py310.py hl[5:6,20:21] *}
 
 /// note | Technical Details
 

docs/en/docs/advanced/settings.md

@@ -148,7 +148,7 @@ This could be especially useful during testing, as it's very easy to override a
 
 Coming from the previous example, your `config.py` file could look like:
 
-{* ../../docs_src/settings/app02/config.py hl[10] *}
+{* ../../docs_src/settings/app02_an_py39/config.py hl[10] *}
 
 Notice that now we don't create a default instance `settings = Settings()`.
 
@@ -174,7 +174,7 @@ And then we can require it from the *path operation function* as a dependency an
 
 Then it would be very easy to provide a different settings object during testing by creating a dependency override for `get_settings`:
 
-{* ../../docs_src/settings/app02/test_main.py hl[9:10,13,21] *}
+{* ../../docs_src/settings/app02_an_py39/test_main.py hl[9:10,13,21] *}
 
 In the dependency override we set a new value for the `admin_email` when creating the new `Settings` object, and then we return that new object.
 
@@ -217,7 +217,7 @@ And then update your `config.py` with:
 
 //// tab | Pydantic v2
 
-{* ../../docs_src/settings/app03_an/config.py hl[9] *}
+{* ../../docs_src/settings/app03_an_py39/config.py hl[9] *}
 
 /// tip
 
@@ -229,7 +229,7 @@ The `model_config` attribute is used just for Pydantic configuration. You can re
 
 //// tab | Pydantic v1
 
-{* ../../docs_src/settings/app03_an/config_pv1.py hl[9:10] *}
+{* ../../docs_src/settings/app03_an_py39/config_pv1.py hl[9:10] *}
 
 /// tip
 

docs/en/docs/css/custom.css

@@ -1,3 +1,18 @@
+/* Fira Code, including characters used by Rich output, like the "heavy right-pointing angle bracket ornament", not included in Google Fonts */
+@import url(https://cdn.jsdelivr.net/npm/firacode@6.2.0/distr/fira_code.css);
+/* Noto Color Emoji for emoji support with the same font everywhere */
+@import url(https://fonts.googleapis.com/css2?family=Noto+Color+Emoji&display=swap);
+
+/* Override default code font in Material for MkDocs to Fira Code */
+:root {
+    --md-code-font: "Fira Code", monospace, "Noto Color Emoji";
+}
+
+/* Override default regular font in Material for MkDocs to include Noto Color Emoji */
+:root {
+    --md-text-font: "Roboto", "Noto Color Emoji";
+}
+
 .termynal-comment {
   color: #4a968f;
   font-style: italic;

docs/en/docs/css/termynal.css

@@ -20,7 +20,7 @@
     /* font-size: 18px; */
     font-size: 15px;
     /* font-family: 'Fira Mono', Consolas, Menlo, Monaco, 'Courier New', Courier, monospace; */
-    font-family: 'Roboto Mono', 'Fira Mono', Consolas, Menlo, Monaco, 'Courier New', Courier, monospace;
+    font-family: var(--md-code-font-family), 'Roboto Mono', 'Fira Mono', Consolas, Menlo, Monaco, 'Courier New', Courier, monospace;
     border-radius: 4px;
     padding: 75px 45px 35px;
     position: relative;

docs/en/docs/deployment/cloud.md

@@ -4,13 +4,21 @@ You can use virtually **any cloud provider** to deploy your FastAPI application.
 
 In most of the cases, the main cloud providers have guides to deploy FastAPI with them.
 
+## FastAPI Cloud { #fastapi-cloud }
+
+**<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** is built by the same author and team behind **FastAPI**.
+
+It streamlines the process of **building**, **deploying**, and **accessing** an API with minimal effort.
+
+It brings the same **developer experience** of building apps with FastAPI to **deploying** them to the cloud. 🎉
+
+FastAPI Cloud is the primary sponsor and funding provider for the *FastAPI and friends* open source projects. ✨
+
 ## Cloud Providers - Sponsors { #cloud-providers-sponsors }
 
-Some cloud providers ✨ [**sponsor FastAPI**](../help-fastapi.md#sponsor-the-author){.internal-link target=_blank} ✨, this ensures the continued and healthy **development** of FastAPI and its **ecosystem**.
+Some other cloud providers ✨ [**sponsor FastAPI**](../help-fastapi.md#sponsor-the-author){.internal-link target=_blank} ✨ too. 🙇
 
-And it shows their true commitment to FastAPI and its **community** (you), as they not only want to provide you a **good service** but also want to make sure you have a **good and healthy framework**, FastAPI. 🙇
-
-You might want to try their services and follow their guides:
+You might also want to consider them to follow their guides and try their services:
 
 * <a href="https://docs.render.com/deploy-fastapi?utm_source=deploydoc&utm_medium=referral&utm_campaign=fastapi" class="external-link" target="_blank">Render</a>
 * <a href="https://docs.railway.com/guides/fastapi?utm_medium=integration&utm_source=docs&utm_campaign=fastapi" class="external-link" target="_blank">Railway</a>

docs/en/docs/deployment/fastapicloud.md

@@ -0,0 +1,65 @@
+# FastAPI Cloud { #fastapi-cloud }
+
+You can deploy your FastAPI app to <a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a> with **one command**, go and join the waiting list if you haven't. 🚀
+
+## Login { #login }
+
+Make sure you already have a **FastAPI Cloud** account (we invited you from the waiting list 😉).
+
+Then log in:
+
+<div class="termy">
+
+```console
+$ fastapi login
+
+You are logged in to FastAPI Cloud 🚀
+```
+
+</div>
+
+## Deploy { #deploy }
+
+Now deploy your app, with **one command**:
+
+<div class="termy">
+
+```console
+$ fastapi deploy
+
+Deploying to FastAPI Cloud...
+
+✅ Deployment successful!
+
+🐔 Ready the chicken! Your app is ready at https://myapp.fastapicloud.dev
+```
+
+</div>
+
+That's it! Now you can access your app at that URL. ✨
+
+## About FastAPI Cloud { #about-fastapi-cloud }
+
+**<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** is built by the same author and team behind **FastAPI**.
+
+It streamlines the process of **building**, **deploying**, and **accessing** an API with minimal effort.
+
+It brings the same **developer experience** of building apps with FastAPI to **deploying** them to the cloud. 🎉
+
+It will also take care of most of the things you would need when deploying an app, like:
+
+* HTTPS
+* Replication, with autoscaling based on requests
+* etc.
+
+FastAPI Cloud is the primary sponsor and funding provider for the *FastAPI and friends* open source projects. ✨
+
+## Deploy to other cloud providers { #deploy-to-other-cloud-providers }
+
+FastAPI is open source and based on standards. You can deploy FastAPI apps to any cloud provider you choose.
+
+Follow your cloud provider's guides to deploy FastAPI apps with them. 🤓
+
+## Deploy your own server { #deploy-your-own-server }
+
+I will also teach you later in this **Deployment** guide all the details, so you can understand what is going on, what needs to happen, or how to deploy FastAPI apps on your own, also with your own servers. 🤓

docs/en/docs/deployment/index.md

@@ -16,6 +16,8 @@ There are several ways to do it depending on your specific use case and the tool
 
 You could **deploy a server** yourself using a combination of tools, you could use a **cloud service** that does part of the work for you, or other possible options.
 
+For example, we, the team behind FastAPI, built <a href="https://fastapicloud.com" class="external-link" target="_blank">**FastAPI Cloud**</a>, to make deploying FastAPI apps to the cloud as streamlined as possible, with the same developer experience of working with FastAPI.
+
 I will show you some of the main concepts you should probably keep in mind when deploying a **FastAPI** application (although most of it applies to any other type of web application).
 
 You will see more details to keep in mind and some of the techniques to do it in the next sections. ✨

docs/en/docs/external-links.md

@@ -1,36 +1,22 @@
-# External Links and Articles
+# External Links
 
 **FastAPI** has a great community constantly growing.
 
 There are many posts, articles, tools, and projects, related to **FastAPI**.
 
-Here's an incomplete list of some of them.
+You could easily use a search engine or video platform to find many resources related to FastAPI.
 
-/// tip
+/// info
 
-If you have an article, project, tool, or anything related to **FastAPI** that is not yet listed here, create a <a href="https://github.com/fastapi/fastapi/edit/master/docs/en/data/external_links.yml" class="external-link" target="_blank">Pull Request adding it</a>.
+Before, this page used to list links to external articles.
+
+But now that FastAPI is the backend framework with the most GitHub stars across languages, and the most starred and used framework in Python, it no longer makes sense to attempt to list all articles written about it.
 
 ///
 
-{% for section_name, section_content in external_links.items() %}
-
-## {{ section_name }}
-
-{% for lang_name, lang_content in section_content.items() %}
-
-### {{ lang_name }}
-
-{% for item in lang_content %}
-
-* <a href="{{ item.link }}" class="external-link" target="_blank">{{ item.title }}</a> by <a href="{{ item.author_link }}" class="external-link" target="_blank">{{ item.author }}</a>.
-
-{% endfor %}
-{% endfor %}
-{% endfor %}
-
 ## GitHub Repositories
 
-Most starred GitHub repositories with the topic `fastapi`:
+Most starred <a href="https://github.com/topics/fastapi" class="external-link" target="_blank">GitHub repositories with the topic `fastapi`</a>:
 
 {% for repo in topic_repos %}
 

docs/en/docs/how-to/authentication-error-status-code.md

@@ -0,0 +1,17 @@
+# Use Old 403 Authentication Error Status Codes { #use-old-403-authentication-error-status-codes }
+
+Before FastAPI version `0.122.0`, when the integrated security utilities returned an error to the client after a failed authentication, they used the HTTP status code `403 Forbidden`.
+
+Starting with FastAPI version `0.122.0`, they use the more appropriate HTTP status code `401 Unauthorized`, and return a sensible `WWW-Authenticate` header in the response, following the HTTP specifications, <a href="https://datatracker.ietf.org/doc/html/rfc7235#section-3.1" class="external-link" target="_blank">RFC 7235</a>, <a href="https://datatracker.ietf.org/doc/html/rfc9110#name-401-unauthorized" class="external-link" target="_blank">RFC 9110</a>.
+
+But if for some reason your clients depend on the old behavior, you can revert to it by overriding the method `make_not_authenticated_error` in your security classes.
+
+For example, you can create a subclass of `HTTPBearer` that returns a `403 Forbidden` error instead of the default `401 Unauthorized` error:
+
+{* ../../docs_src/authentication_error_status_code/tutorial001_an_py39.py hl[9:13] *}
+
+/// tip
+
+Notice that the function returns the exception instance, it doesn't raise it. The raising is done in the rest of the internal code.
+
+///

docs/en/docs/how-to/configure-swagger-ui.md

@@ -40,7 +40,7 @@ FastAPI includes some default configuration parameters appropriate for most of t
 
 It includes these default configurations:
 
-{* ../../fastapi/openapi/docs.py ln[8:23] hl[17:23] *}
+{* ../../fastapi/openapi/docs.py ln[9:24] hl[18:24] *}
 
 You can override any of them by setting a different value in the argument `swagger_ui_parameters`.
 

docs/en/docs/how-to/custom-request-and-route.md

@@ -42,7 +42,7 @@ If there's no `gzip` in the header, it will not try to decompress the body.
 
 That way, the same route class can handle gzip compressed or uncompressed requests.
 
-{* ../../docs_src/custom_request_and_route/tutorial001.py hl[8:15] *}
+{* ../../docs_src/custom_request_and_route/tutorial001_an_py310.py hl[9:16] *}
 
 ### Create a custom `GzipRoute` class { #create-a-custom-gziproute-class }
 
@@ -54,7 +54,7 @@ This method returns a function. And that function is what will receive a request
 
 Here we use it to create a `GzipRequest` from the original request.
 
-{* ../../docs_src/custom_request_and_route/tutorial001.py hl[18:26] *}
+{* ../../docs_src/custom_request_and_route/tutorial001_an_py310.py hl[19:27] *}
 
 /// note | Technical Details
 
@@ -92,18 +92,18 @@ We can also use this same approach to access the request body in an exception ha
 
 All we need to do is handle the request inside a `try`/`except` block:
 
-{* ../../docs_src/custom_request_and_route/tutorial002.py hl[13,15] *}
+{* ../../docs_src/custom_request_and_route/tutorial002_an_py310.py hl[14,16] *}
 
 If an exception occurs, the`Request` instance will still be in scope, so we can read and make use of the request body when handling the error:
 
-{* ../../docs_src/custom_request_and_route/tutorial002.py hl[16:18] *}
+{* ../../docs_src/custom_request_and_route/tutorial002_an_py310.py hl[17:19] *}
 
 ## Custom `APIRoute` class in a router { #custom-apiroute-class-in-a-router }
 
 You can also set the `route_class` parameter of an `APIRouter`:
 
-{* ../../docs_src/custom_request_and_route/tutorial003.py hl[26] *}
+{* ../../docs_src/custom_request_and_route/tutorial003_py310.py hl[26] *}
 
 In this example, the *path operations* under the `router` will use the custom `TimedRoute` class, and will have an extra `X-Response-Time` header in the response with the time it took to generate the response:
 
-{* ../../docs_src/custom_request_and_route/tutorial003.py hl[13:20] *}
+{* ../../docs_src/custom_request_and_route/tutorial003_py310.py hl[13:20] *}

docs/en/docs/index.md

@@ -46,20 +46,26 @@ The key features are:
 * **Robust**: Get production-ready code. With automatic interactive documentation.
 * **Standards-based**: Based on (and fully compatible with) the open standards for APIs: <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (previously known as Swagger) and <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>.
 
-<small>* estimation based on tests on an internal development team, building production applications.</small>
+<small>* estimation based on tests conducted by an internal development team, building production applications.</small>
 
 ## Sponsors { #sponsors }
 
 <!-- sponsors -->
 
-{% if sponsors %}
+### Keystone Sponsor { #keystone-sponsor }
+
+{% for sponsor in sponsors.keystone -%}
+<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+{% endfor -%}
+
+### Gold and Silver Sponsors { #gold-and-silver-sponsors }
+
 {% for sponsor in sponsors.gold -%}
 <a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
 {% endfor -%}
 {%- for sponsor in sponsors.silver -%}
 <a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
 {% endfor %}
-{% endif %}
 
 <!-- /sponsors -->
 
@@ -444,6 +450,58 @@ For a more complete example including more features, see the <a href="https://fa
     * **Cookie Sessions**
     * ...and more.
 
+### Deploy your app (optional) { #deploy-your-app-optional }
+
+You can optionally deploy your FastAPI app to <a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>, go and join the waiting list if you haven't. 🚀
+
+If you already have a **FastAPI Cloud** account (we invited you from the waiting list 😉), you can deploy your application with one command.
+
+Before deploying, make sure you are logged in:
+
+<div class="termy">
+
+```console
+$ fastapi login
+
+You are logged in to FastAPI Cloud 🚀
+```
+
+</div>
+
+Then deploy your app:
+
+<div class="termy">
+
+```console
+$ fastapi deploy
+
+Deploying to FastAPI Cloud...
+
+✅ Deployment successful!
+
+🐔 Ready the chicken! Your app is ready at https://myapp.fastapicloud.dev
+```
+
+</div>
+
+That's it! Now you can access your app at that URL. ✨
+
+#### About FastAPI Cloud { #about-fastapi-cloud }
+
+**<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** is built by the same author and team behind **FastAPI**.
+
+It streamlines the process of **building**, **deploying**, and **accessing** an API with minimal effort.
+
+It brings the same **developer experience** of building apps with FastAPI to **deploying** them to the cloud. 🎉
+
+FastAPI Cloud is the primary sponsor and funding provider for the *FastAPI and friends* open source projects. ✨
+
+#### Deploy to other cloud providers { #deploy-to-other-cloud-providers }
+
+FastAPI is open source and based on standards. You can deploy FastAPI apps to any cloud provider you choose.
+
+Follow your cloud provider's guides to deploy FastAPI apps with them. 🤓
+
 ## Performance { #performance }
 
 Independent TechEmpower benchmarks show **FastAPI** applications running under Uvicorn as <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">one of the fastest Python frameworks available</a>, only below Starlette and Uvicorn themselves (used internally by FastAPI). (*)

docs/en/docs/project-generation.md

@@ -9,18 +9,18 @@ GitHub Repository: <a href="https://github.com/tiangolo/full-stack-fastapi-templ
 ## Full Stack FastAPI Template - Technology Stack and Features { #full-stack-fastapi-template-technology-stack-and-features }
 
 - ⚡ [**FastAPI**](https://fastapi.tiangolo.com) for the Python backend API.
-    - 🧰 [SQLModel](https://sqlmodel.tiangolo.com) for the Python SQL database interactions (ORM).
-    - 🔍 [Pydantic](https://docs.pydantic.dev), used by FastAPI, for the data validation and settings management.
-    - 💾 [PostgreSQL](https://www.postgresql.org) as the SQL database.
+  - 🧰 [SQLModel](https://sqlmodel.tiangolo.com) for the Python SQL database interactions (ORM).
+  - 🔍 [Pydantic](https://docs.pydantic.dev), used by FastAPI, for the data validation and settings management.
+  - 💾 [PostgreSQL](https://www.postgresql.org) as the SQL database.
 - 🚀 [React](https://react.dev) for the frontend.
-    - 💃 Using TypeScript, hooks, [Vite](https://vitejs.dev), and other parts of a modern frontend stack.
-    - 🎨 [Chakra UI](https://chakra-ui.com) for the frontend components.
-    - 🤖 An automatically generated frontend client.
-    - 🧪 [Playwright](https://playwright.dev) for End-to-End testing.
-    - 🦇 Dark mode support.
+  - 💃 Using TypeScript, hooks, Vite, and other parts of a modern frontend stack.
+  - 🎨 [Tailwind CSS](https://tailwindcss.com) and [shadcn/ui](https://ui.shadcn.com) for the frontend components.
+  - 🤖 An automatically generated frontend client.
+  - 🧪 [Playwright](https://playwright.dev) for End-to-End testing.
+  - 🦇 Dark mode support.
 - 🐋 [Docker Compose](https://www.docker.com) for development and production.
 - 🔒 Secure password hashing by default.
-- 🔑 JWT token authentication.
+- 🔑 JWT (JSON Web Token) authentication.
 - 📫 Email based password recovery.
 - ✅ Tests with [Pytest](https://pytest.org).
 - 📞 [Traefik](https://traefik.io) as a reverse proxy / load balancer.

docs/en/docs/release-notes.md

@@ -7,6 +7,217 @@ hide:
 
 ## Latest Changes
 
+## 0.124.3
+
+### Fixes
+
+* 🐛 Fix support for tagged union with discriminator inside of `Annotated` with `Body()`. PR [#14512](https://github.com/fastapi/fastapi/pull/14512) by [@tiangolo](https://github.com/tiangolo).
+
+### Refactors
+
+* ✅ Add set of tests for request parameters and alias. PR [#14358](https://github.com/fastapi/fastapi/pull/14358) by [@YuriiMotov](https://github.com/YuriiMotov).
+
+### Docs
+
+* 📝 Tweak links format. PR [#14505](https://github.com/fastapi/fastapi/pull/14505) by [@tiangolo](https://github.com/tiangolo).
+* 📝 Update docs about re-raising validation errors, do not include string as is to not leak information. PR [#14487](https://github.com/fastapi/fastapi/pull/14487) by [@tiangolo](https://github.com/tiangolo).
+* 🔥 Remove external links section. PR [#14486](https://github.com/fastapi/fastapi/pull/14486) by [@tiangolo](https://github.com/tiangolo).
+
+### Translations
+
+* 🌐 Sync Russian docs. PR [#14509](https://github.com/fastapi/fastapi/pull/14509) by [@YuriiMotov](https://github.com/YuriiMotov).
+* 🌐 Sync German docs. PR [#14488](https://github.com/fastapi/fastapi/pull/14488) by [@nilslindemann](https://github.com/nilslindemann).
+
+### Internal
+
+* 👷 Tweak coverage to not pass Smokeshow max file size limit. PR [#14507](https://github.com/fastapi/fastapi/pull/14507) by [@tiangolo](https://github.com/tiangolo).
+* ✅ Expand test matrix to include Windows and MacOS. PR [#14171](https://github.com/fastapi/fastapi/pull/14171) by [@svlandeg](https://github.com/svlandeg).
+
+## 0.124.2
+
+### Fixes
+
+* 🐛 Fix support for `if TYPE_CHECKING`,  non-evaluated stringified annotations. PR [#14485](https://github.com/fastapi/fastapi/pull/14485) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.124.1
+
+### Fixes
+
+* 🐛 Fix handling arbitrary types when using `arbitrary_types_allowed=True`. PR [#14482](https://github.com/fastapi/fastapi/pull/14482) by [@tiangolo](https://github.com/tiangolo).
+
+### Docs
+
+* 📝 Add variants for code examples in "Advanced User Guide". PR [#14413](https://github.com/fastapi/fastapi/pull/14413) by [@YuriiMotov](https://github.com/YuriiMotov).
+* 📝 Update tech stack in project generation docs. PR [#14472](https://github.com/fastapi/fastapi/pull/14472) by [@alejsdev](https://github.com/alejsdev).
+
+### Internal
+
+* ✅ Add test for Pydantic v2, dataclasses, UUID, and `__annotations__`. PR [#14477](https://github.com/fastapi/fastapi/pull/14477) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.124.0
+
+### Features
+
+* 🚸  Improve tracebacks by adding endpoint metadata. PR [#14306](https://github.com/fastapi/fastapi/pull/14306) by [@savannahostrowski](https://github.com/savannahostrowski).
+
+### Internal
+
+* ✏️ Fix typo in `scripts/mkdocs_hooks.py`. PR [#14457](https://github.com/fastapi/fastapi/pull/14457) by [@yujiteshima](https://github.com/yujiteshima).
+
+## 0.123.10
+
+### Fixes
+
+* 🐛 Fix using class (not instance) dependency that has `__call__` method. PR [#14458](https://github.com/fastapi/fastapi/pull/14458) by [@YuriiMotov](https://github.com/YuriiMotov).
+* 🐛 Fix `separate_input_output_schemas=False` with `computed_field`. PR [#14453](https://github.com/fastapi/fastapi/pull/14453) by [@YuriiMotov](https://github.com/YuriiMotov).
+
+## 0.123.9
+
+### Fixes
+
+* 🐛 Fix OAuth2 scopes in OpenAPI in extra corner cases, parent dependency with scopes, sub-dependency security scheme without scopes. PR [#14459](https://github.com/fastapi/fastapi/pull/14459) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.123.8
+
+### Fixes
+
+* 🐛 Fix OpenAPI security scheme OAuth2 scopes declaration, deduplicate security schemes with different scopes. PR [#14455](https://github.com/fastapi/fastapi/pull/14455) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.123.7
+
+### Fixes
+
+* 🐛 Fix evaluating stringified annotations in Python 3.10. PR [#11355](https://github.com/fastapi/fastapi/pull/11355) by [@chaen](https://github.com/chaen).
+
+## 0.123.6
+
+### Fixes
+
+* 🐛 Fix support for functools wraps and partial combined, for async and regular functions and classes in path operations and dependencies. PR [#14448](https://github.com/fastapi/fastapi/pull/14448) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.123.5
+
+### Features
+
+* ✨ Allow using dependables with `functools.partial()`. PR [#9753](https://github.com/fastapi/fastapi/pull/9753) by [@lieryan](https://github.com/lieryan).
+* ✨ Add support for wrapped functions (e.g. `@functools.wraps()`) used with forward references. PR [#5077](https://github.com/fastapi/fastapi/pull/5077) by [@lucaswiman](https://github.com/lucaswiman).
+* ✨ Handle wrapped dependencies. PR [#9555](https://github.com/fastapi/fastapi/pull/9555) by [@phy1729](https://github.com/phy1729).
+
+### Fixes
+
+* 🐛 Fix optional sequence handling with new union syntax from Python 3.10. PR [#14430](https://github.com/fastapi/fastapi/pull/14430) by [@Viicos](https://github.com/Viicos).
+
+### Refactors
+
+* 🔥 Remove dangling extra condiitonal no longer needed. PR [#14435](https://github.com/fastapi/fastapi/pull/14435) by [@tiangolo](https://github.com/tiangolo).
+* ♻️ Refactor internals, update `is_coroutine` check to reuse internal supported variants (unwrap, check class). PR [#14434](https://github.com/fastapi/fastapi/pull/14434) by [@tiangolo](https://github.com/tiangolo).
+
+### Translations
+
+* 🌐 Sync German docs. PR [#14367](https://github.com/fastapi/fastapi/pull/14367) by [@nilslindemann](https://github.com/nilslindemann).
+
+## 0.123.4
+
+### Fixes
+
+* 🐛 Fix OpenAPI schema support for computed fields when using `separate_input_output_schemas=False`. PR [#13207](https://github.com/fastapi/fastapi/pull/13207) by [@vgrafe](https://github.com/vgrafe).
+
+### Docs
+
+* 📝 Fix docstring of `servers` parameter. PR [#14405](https://github.com/fastapi/fastapi/pull/14405) by [@YuriiMotov](https://github.com/YuriiMotov).
+
+## 0.123.3
+
+### Fixes
+
+* 🐛 Fix Query\Header\Cookie parameter model alias. PR [#14360](https://github.com/fastapi/fastapi/pull/14360) by [@YuriiMotov](https://github.com/YuriiMotov).
+* 🐛 Fix optional sequence handling in `serialize sequence value` with Pydantic V2. PR [#14297](https://github.com/fastapi/fastapi/pull/14297) by [@YuriiMotov](https://github.com/YuriiMotov).
+
+## 0.123.2
+
+### Fixes
+
+* 🐛 Fix unformatted `{type_}` in FastAPIError. PR [#14416](https://github.com/fastapi/fastapi/pull/14416) by [@Just-Helpful](https://github.com/Just-Helpful).
+* 🐛 Fix parsing extra non-body parameter list. PR [#14356](https://github.com/fastapi/fastapi/pull/14356) by [@YuriiMotov](https://github.com/YuriiMotov).
+* 🐛 Fix parsing extra `Form` parameter list. PR [#14303](https://github.com/fastapi/fastapi/pull/14303) by [@YuriiMotov](https://github.com/YuriiMotov).
+* 🐛 Fix support for form values with empty strings interpreted as missing (`None` if that's the default), for compatibility with HTML forms. PR [#13537](https://github.com/fastapi/fastapi/pull/13537) by [@MarinPostma](https://github.com/MarinPostma).
+
+### Docs
+
+* 📝 Add tip on how to install `pip` in case of `No module named pip` error in `virtual-environments.md`. PR [#14211](https://github.com/fastapi/fastapi/pull/14211) by [@zadevhub](https://github.com/zadevhub).
+* 📝 Update Primary Key notes for the SQL databases tutorial to avoid confusion. PR [#14120](https://github.com/fastapi/fastapi/pull/14120) by [@FlaviusRaducu](https://github.com/FlaviusRaducu).
+* 📝 Clarify estimation note in documentation. PR [#14070](https://github.com/fastapi/fastapi/pull/14070) by [@SaisakthiM](https://github.com/SaisakthiM).
+
+## 0.123.1
+
+### Fixes
+
+* 🐛 Avoid accessing non-existing "$ref" key for Pydantic v2 compat remapping. PR [#14361](https://github.com/fastapi/fastapi/pull/14361) by [@svlandeg](https://github.com/svlandeg).
+* 🐛 Fix `TypeError` when encoding a decimal with a `NaN` or `Infinity` value. PR [#12935](https://github.com/fastapi/fastapi/pull/12935) by [@kentwelcome](https://github.com/kentwelcome).
+
+### Internal
+
+* 🐛 Fix Windows UnicodeEncodeError in CLI test. PR [#14295](https://github.com/fastapi/fastapi/pull/14295) by [@hemanth-thirthahalli](https://github.com/hemanth-thirthahalli).
+* 🔧 Update sponsors: add Greptile. PR [#14429](https://github.com/fastapi/fastapi/pull/14429) by [@tiangolo](https://github.com/tiangolo).
+* 👥 Update FastAPI GitHub topic repositories. PR [#14426](https://github.com/fastapi/fastapi/pull/14426) by [@tiangolo](https://github.com/tiangolo).
+* ⬆ Bump markdown-include-variants from 0.0.6 to 0.0.7. PR [#14423](https://github.com/fastapi/fastapi/pull/14423) by [@YuriiMotov](https://github.com/YuriiMotov).
+* 👥 Update FastAPI People - Sponsors. PR [#14422](https://github.com/fastapi/fastapi/pull/14422) by [@tiangolo](https://github.com/tiangolo).
+* 👥 Update FastAPI People - Contributors and Translators. PR [#14420](https://github.com/fastapi/fastapi/pull/14420) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.123.0
+
+### Fixes
+
+* 🐛 Cache dependencies that don't use scopes and don't have sub-dependencies with scopes. PR [#14419](https://github.com/fastapi/fastapi/pull/14419) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.122.1
+
+### Fixes
+
+* 🐛 Fix hierarchical security scope propagation. PR [#5624](https://github.com/fastapi/fastapi/pull/5624) by [@kristjanvalur](https://github.com/kristjanvalur).
+
+### Docs
+
+* 💅 Update CSS to explicitly use emoji font. PR [#14415](https://github.com/fastapi/fastapi/pull/14415) by [@tiangolo](https://github.com/tiangolo).
+
+### Internal
+
+* ⬆ Bump markdown-include-variants from 0.0.5 to 0.0.6. PR [#14418](https://github.com/fastapi/fastapi/pull/14418) by [@YuriiMotov](https://github.com/YuriiMotov).
+
+## 0.122.0
+
+### Fixes
+
+* 🐛 Use `401` status code in security classes when credentials are missing. PR [#13786](https://github.com/fastapi/fastapi/pull/13786) by [@YuriiMotov](https://github.com/YuriiMotov).
+    * If your code depended on these classes raising the old (less correct) `403` status code, check the new docs about how to override the classes, to use the same old behavior: [Use Old 403 Authentication Error Status Codes](https://fastapi.tiangolo.com/how-to/authentication-error-status-code/).
+
+### Internal
+
+* 🔧 Configure labeler to exclude files that start from underscore for `lang-all` label. PR [#14213](https://github.com/fastapi/fastapi/pull/14213) by [@YuriiMotov](https://github.com/YuriiMotov).
+* 👷 Add pre-commit config with local script for permalinks. PR [#14398](https://github.com/fastapi/fastapi/pull/14398) by [@tiangolo](https://github.com/tiangolo).
+* 💄 Use font Fira Code to fix display of Rich panels in docs in Windows. PR [#14387](https://github.com/fastapi/fastapi/pull/14387) by [@tiangolo](https://github.com/tiangolo).
+* 👷 Add custom pre-commit CI. PR [#14397](https://github.com/fastapi/fastapi/pull/14397) by [@tiangolo](https://github.com/tiangolo).
+* ⬆ Bump actions/checkout from 5 to 6. PR [#14381](https://github.com/fastapi/fastapi/pull/14381) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* 👷 Upgrade `latest-changes` GitHub Action and pin `actions/checkout@v5`. PR [#14403](https://github.com/fastapi/fastapi/pull/14403) by [@svlandeg](https://github.com/svlandeg).
+* 🛠️ Add `add-permalinks` and `add-permalinks-page` to `scripts/docs.py`. PR [#14033](https://github.com/fastapi/fastapi/pull/14033) by [@YuriiMotov](https://github.com/YuriiMotov).
+* 🔧 Upgrade Material for MkDocs and remove insiders. PR [#14375](https://github.com/fastapi/fastapi/pull/14375) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.121.3
+
+### Refactors
+
+* ♻️ Make the result of `Depends()` and `Security()` hashable, as a workaround for other tools interacting with these internal parts. PR [#14372](https://github.com/fastapi/fastapi/pull/14372) by [@tiangolo](https://github.com/tiangolo).
+
+### Upgrades
+
+* ⬆️ Bump Starlette to <`0.51.0`. PR [#14282](https://github.com/fastapi/fastapi/pull/14282) by [@musicinmybrain](https://github.com/musicinmybrain).
+
+### Docs
+
+* 📝 Add missing hash part. PR [#14369](https://github.com/fastapi/fastapi/pull/14369) by [@nilslindemann](https://github.com/nilslindemann).
+* 📝 Fix typos in code comments. PR [#14364](https://github.com/fastapi/fastapi/pull/14364) by [@Edge-Seven](https://github.com/Edge-Seven).
+* 📝 Add docs for using FastAPI Cloud. PR [#14359](https://github.com/fastapi/fastapi/pull/14359) by [@tiangolo](https://github.com/tiangolo).
+
 ## 0.121.2
 
 ### Fixes

docs/en/docs/resources/index.md

@@ -1,3 +1,3 @@
 # Resources { #resources }
 
-Additional resources, external links, articles and more. ✈️
+Additional resources, external links, and more. ✈️

docs/en/docs/tutorial/bigger-applications.md

@@ -85,9 +85,7 @@ You can create the *path operations* for that module using `APIRouter`.
 
 You import it and create an "instance" the same way you would with the class `FastAPI`:
 
-```Python hl_lines="1  3" title="app/routers/users.py"
-{!../../docs_src/bigger_applications/app/routers/users.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/routers/users.py hl[1,3] title["app/routers/users.py"] *}
 
 ### *Path operations* with `APIRouter` { #path-operations-with-apirouter }
 
@@ -95,9 +93,7 @@ And then you use it to declare your *path operations*.
 
 Use it the same way you would use the `FastAPI` class:
 
-```Python hl_lines="6  11  16" title="app/routers/users.py"
-{!../../docs_src/bigger_applications/app/routers/users.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/routers/users.py hl[6,11,16] title["app/routers/users.py"] *}
 
 You can think of `APIRouter` as a "mini `FastAPI`" class.
 
@@ -121,35 +117,7 @@ So we put them in their own `dependencies` module (`app/dependencies.py`).
 
 We will now use a simple dependency to read a custom `X-Token` header:
 
-//// tab | Python 3.9+
-
-```Python hl_lines="3  6-8" title="app/dependencies.py"
-{!> ../../docs_src/bigger_applications/app_an_py39/dependencies.py!}
-```
-
-////
-
-//// tab | Python 3.8+
-
-```Python hl_lines="1  5-7" title="app/dependencies.py"
-{!> ../../docs_src/bigger_applications/app_an/dependencies.py!}
-```
-
-////
-
-//// tab | Python 3.8+ non-Annotated
-
-/// tip
-
-Prefer to use the `Annotated` version if possible.
-
-///
-
-```Python hl_lines="1  4-6" title="app/dependencies.py"
-{!> ../../docs_src/bigger_applications/app/dependencies.py!}
-```
-
-////
+{* ../../docs_src/bigger_applications/app_an_py39/dependencies.py hl[3,6:8] title["app/dependencies.py"] *}
 
 /// tip
 
@@ -181,9 +149,7 @@ We know all the *path operations* in this module have the same:
 
 So, instead of adding all that to each *path operation*, we can add it to the `APIRouter`.
 
-```Python hl_lines="5-10  16  21" title="app/routers/items.py"
-{!../../docs_src/bigger_applications/app/routers/items.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/routers/items.py hl[5:10,16,21] title["app/routers/items.py"] *}
 
 As the path of each *path operation* has to start with `/`, like in:
 
@@ -242,9 +208,7 @@ And we need to get the dependency function from the module `app.dependencies`, t
 
 So we use a relative import with `..` for the dependencies:
 
-```Python hl_lines="3" title="app/routers/items.py"
-{!../../docs_src/bigger_applications/app/routers/items.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/routers/items.py hl[3] title["app/routers/items.py"] *}
 
 #### How relative imports work { #how-relative-imports-work }
 
@@ -315,9 +279,7 @@ We are not adding the prefix `/items` nor the `tags=["items"]` to each *path ope
 
 But we can still add _more_ `tags` that will be applied to a specific *path operation*, and also some extra `responses` specific to that *path operation*:
 
-```Python hl_lines="30-31" title="app/routers/items.py"
-{!../../docs_src/bigger_applications/app/routers/items.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/routers/items.py hl[30:31] title["app/routers/items.py"] *}
 
 /// tip
 
@@ -343,17 +305,13 @@ You import and create a `FastAPI` class as normally.
 
 And we can even declare [global dependencies](dependencies/global-dependencies.md){.internal-link target=_blank} that will be combined with the dependencies for each `APIRouter`:
 
-```Python hl_lines="1  3  7" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[1,3,7] title["app/main.py"] *}
 
 ### Import the `APIRouter` { #import-the-apirouter }
 
 Now we import the other submodules that have `APIRouter`s:
 
-```Python hl_lines="4-5" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[4:5] title["app/main.py"] *}
 
 As the files `app/routers/users.py` and `app/routers/items.py` are submodules that are part of the same Python package `app`, we can use a single dot `.` to import them using "relative imports".
 
@@ -416,17 +374,13 @@ the `router` from `users` would overwrite the one from `items` and we wouldn't b
 
 So, to be able to use both of them in the same file, we import the submodules directly:
 
-```Python hl_lines="5" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[5] title["app/main.py"] *}
 
 ### Include the `APIRouter`s for `users` and `items` { #include-the-apirouters-for-users-and-items }
 
 Now, let's include the `router`s from the submodules `users` and `items`:
 
-```Python hl_lines="10-11" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[10:11] title["app/main.py"] *}
 
 /// info
 
@@ -466,17 +420,13 @@ It contains an `APIRouter` with some admin *path operations* that your organizat
 
 For this example it will be super simple. But let's say that because it is shared with other projects in the organization, we cannot modify it and add a `prefix`, `dependencies`, `tags`, etc. directly to the `APIRouter`:
 
-```Python hl_lines="3" title="app/internal/admin.py"
-{!../../docs_src/bigger_applications/app/internal/admin.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/internal/admin.py hl[3] title["app/internal/admin.py"] *}
 
 But we still want to set a custom `prefix` when including the `APIRouter` so that all its *path operations* start with `/admin`, we want to secure it with the `dependencies` we already have for this project, and we want to include `tags` and `responses`.
 
 We can declare all that without having to modify the original `APIRouter` by passing those parameters to `app.include_router()`:
 
-```Python hl_lines="14-17" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[14:17] title["app/main.py"] *}
 
 That way, the original `APIRouter` will stay unmodified, so we can still share that same `app/internal/admin.py` file with other projects in the organization.
 
@@ -497,9 +447,7 @@ We can also add *path operations* directly to the `FastAPI` app.
 
 Here we do it... just to show that we can 🤷:
 
-```Python hl_lines="21-23" title="app/main.py"
-{!../../docs_src/bigger_applications/app/main.py!}
-```
+{* ../../docs_src/bigger_applications/app_an_py39/main.py hl[21:23] title["app/main.py"] *}
 
 and it will work correctly, together with all the other *path operations* added with `app.include_router()`.
 

docs/en/docs/tutorial/cookie-param-models.md

@@ -50,7 +50,7 @@ Your API now has the power to control its own <abbr title="This is a joke, just
 
 You can use Pydantic's model configuration to `forbid` any `extra` fields:
 
-{* ../../docs_src/cookie_param_models/tutorial002_an_py39.py hl[10] *}
+{* ../../docs_src/cookie_param_models/tutorial002_an_py310.py hl[10] *}
 
 If a client tries to send some **extra cookies**, they will receive an **error** response.
 

docs/en/docs/tutorial/first-steps.md

@@ -143,6 +143,42 @@ And there are dozens of alternatives, all based on OpenAPI. You could easily add
 
 You could also use it to generate code automatically, for clients that communicate with your API. For example, frontend, mobile or IoT applications.
 
+### Deploy your app (optional) { #deploy-your-app-optional }
+
+You can optionally deploy your FastAPI app to <a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>, go and join the waiting list if you haven't. 🚀
+
+If you already have a **FastAPI Cloud** account (we invited you from the waiting list 😉), you can deploy your application with one command.
+
+Before deploying, make sure you are logged in:
+
+<div class="termy">
+
+```console
+$ fastapi login
+
+You are logged in to FastAPI Cloud 🚀
+```
+
+</div>
+
+Then deploy your app:
+
+<div class="termy">
+
+```console
+$ fastapi deploy
+
+Deploying to FastAPI Cloud...
+
+✅ Deployment successful!
+
+🐔 Ready the chicken! Your app is ready at https://myapp.fastapicloud.dev
+```
+
+</div>
+
+That's it! Now you can access your app at that URL. ✨
+
 ## Recap, step by step { #recap-step-by-step }
 
 ### Step 1: import `FastAPI` { #step-1-import-fastapi }
@@ -314,6 +350,26 @@ You can also return Pydantic models (you'll see more about that later).
 
 There are many other objects and models that will be automatically converted to JSON (including ORMs, etc). Try using your favorite ones, it's highly probable that they are already supported.
 
+### Step 6: Deploy it { #step-6-deploy-it }
+
+Deploy your app to **<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** with one command: `fastapi deploy`. 🎉
+
+#### About FastAPI Cloud { #about-fastapi-cloud }
+
+**<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** is built by the same author and team behind **FastAPI**.
+
+It streamlines the process of **building**, **deploying**, and **accessing** an API with minimal effort.
+
+It brings the same **developer experience** of building apps with FastAPI to **deploying** them to the cloud. 🎉
+
+FastAPI Cloud is the primary sponsor and funding provider for the *FastAPI and friends* open source projects. ✨
+
+#### Deploy to other cloud providers { #deploy-to-other-cloud-providers }
+
+FastAPI is open source and based on standards. You can deploy FastAPI apps to any cloud provider you choose.
+
+Follow your cloud provider's guides to deploy FastAPI apps with them. 🤓
+
 ## Recap { #recap }
 
 * Import `FastAPI`.
@@ -321,3 +377,4 @@ There are many other objects and models that will be automatically converted to
 * Write a **path operation decorator** using decorators like `@app.get("/")`.
 * Define a **path operation function**; for example, `def root(): ...`.
 * Run the development server using the command `fastapi dev`.
+* Optionally deploy your app with `fastapi deploy`.

docs/en/docs/tutorial/handling-errors.md

@@ -127,7 +127,7 @@ To override it, import the `RequestValidationError` and use it with `@app.except
 
 The exception handler will receive a `Request` and the exception.
 
-{* ../../docs_src/handling_errors/tutorial004.py hl[2,14:16] *}
+{* ../../docs_src/handling_errors/tutorial004.py hl[2,14:19] *}
 
 Now, if you go to `/items/foo`, instead of getting the default JSON error with:
 
@@ -149,36 +149,17 @@ Now, if you go to `/items/foo`, instead of getting the default JSON error with:
 you will get a text version, with:
 
 ```
-1 validation error
-path -> item_id
-  value is not a valid integer (type=type_error.integer)
+Validation errors:
+Field: ('path', 'item_id'), Error: Input should be a valid integer, unable to parse string as an integer
 ```
 
-#### `RequestValidationError` vs `ValidationError` { #requestvalidationerror-vs-validationerror }
-
-/// warning
-
-These are technical details that you might skip if it's not important for you now.
-
-///
-
-`RequestValidationError` is a sub-class of Pydantic's <a href="https://docs.pydantic.dev/latest/concepts/models/#error-handling" class="external-link" target="_blank">`ValidationError`</a>.
-
-**FastAPI** uses it so that, if you use a Pydantic model in `response_model`, and your data has an error, you will see the error in your log.
-
-But the client/user will not see it. Instead, the client will receive an "Internal Server Error" with an HTTP status code `500`.
-
-It should be this way because if you have a Pydantic `ValidationError` in your *response* or anywhere in your code (not in the client's *request*), it's actually a bug in your code.
-
-And while you fix it, your clients/users shouldn't have access to internal information about the error, as that could expose a security vulnerability.
-
 ### Override the `HTTPException` error handler { #override-the-httpexception-error-handler }
 
 The same way, you can override the `HTTPException` handler.
 
 For example, you could want to return a plain text response instead of JSON for these errors:
 
-{* ../../docs_src/handling_errors/tutorial004.py hl[3:4,9:11,22] *}
+{* ../../docs_src/handling_errors/tutorial004.py hl[3:4,9:11,25] *}
 
 /// note | Technical Details
 
@@ -188,6 +169,14 @@ You could also use `from starlette.responses import PlainTextResponse`.
 
 ///
 
+/// warning
+
+Have in mind that the `RequestValidationError` contains the information of the file name and line where the validation error happens so that you can show it in your logs with the relevant information if you want to.
+
+But that means that if you just convert it to a string and return that information directly, you could be leaking a bit of information about your system, that's why here the code extracts and shows each error independently.
+
+///
+
 ### Use the `RequestValidationError` body { #use-the-requestvalidationerror-body }
 
 The `RequestValidationError` contains the `body` it received with invalid data.

docs/en/docs/tutorial/sql-databases.md

@@ -65,7 +65,7 @@ There are a few differences:
 
 * `Field(primary_key=True)` tells SQLModel that the `id` is the **primary key** in the SQL database (you can learn more about SQL primary keys in the SQLModel docs).
 
-    By having the type as `int | None`, SQLModel will know that this column should be an `INTEGER` in the SQL database and that it should be `NULLABLE`.
+    **Note:** We use `int | None` for the primary key field so that in Python code we can *create an object without an `id`* (`id=None`), assuming the database will *generate it when saving*. SQLModel understands that the database will provide the `id` and *defines the column as a non-null `INTEGER`* in the database schema. See <a href="https://sqlmodel.tiangolo.com/tutorial/create-db-and-table/#primary-key-id" class="external-link" target="_blank">SQLModel docs on primary keys</a> for details.
 
 * `Field(index=True)` tells SQLModel that it should create a **SQL index** for this column, that would allow faster lookups in the database when reading data filtered by this column.
 

docs/en/docs/tutorial/testing.md

@@ -121,63 +121,13 @@ It has a `POST` operation that could return several errors.
 
 Both *path operations* require an `X-Token` header.
 
-//// tab | Python 3.10+
-
-```Python
-{!> ../../docs_src/app_testing/app_b_an_py310/main.py!}
-```
-
-////
-
-//// tab | Python 3.9+
-
-```Python
-{!> ../../docs_src/app_testing/app_b_an_py39/main.py!}
-```
-
-////
-
-//// tab | Python 3.8+
-
-```Python
-{!> ../../docs_src/app_testing/app_b_an/main.py!}
-```
-
-////
-
-//// tab | Python 3.10+ non-Annotated
-
-/// tip
-
-Prefer to use the `Annotated` version if possible.
-
-///
-
-```Python
-{!> ../../docs_src/app_testing/app_b_py310/main.py!}
-```
-
-////
-
-//// tab | Python 3.8+ non-Annotated
-
-/// tip
-
-Prefer to use the `Annotated` version if possible.
-
-///
-
-```Python
-{!> ../../docs_src/app_testing/app_b/main.py!}
-```
-
-////
+{* ../../docs_src/app_testing/app_b_an_py310/main.py *}
 
 ### Extended testing file { #extended-testing-file }
 
 You could then update `test_main.py` with the extended tests:
 
-{* ../../docs_src/app_testing/app_b/test_main.py *}
+{* ../../docs_src/app_testing/app_b_an_py310/test_main.py *}
 
 
 Whenever you need the client to pass information in the request and you don't know how to, you can search (Google) how to do it in `httpx`, or even how to do it with `requests`, as HTTPX's design is based on Requests' design.

docs/en/docs/virtual-environments.md

@@ -242,6 +242,26 @@ $ python -m pip install --upgrade pip
 
 </div>
 
+/// tip
+
+Sometimes, you might get a **`No module named pip`** error when trying to upgrade pip.
+
+If this happens, install and upgrade pip using the command below:
+
+<div class="termy">
+
+```console
+$ python -m ensurepip --upgrade
+
+---> 100%
+```
+
+</div>
+
+This command will install pip if it is not already installed and also ensures that the installed version of pip is at least as recent as the one available in `ensurepip`.
+
+///
+
 ## Add `.gitignore` { #add-gitignore }
 
 If you are using **Git** (you should), add a `.gitignore` file to exclude everything in your `.venv` from Git.

docs/en/mkdocs.env.yml

@@ -1,6 +1,5 @@
 # Define this here and not in the main mkdocs.yml file because that one is auto
 # updated and written, and the script would remove the env var
-INHERIT: !ENV [INSIDERS_FILE, '../en/mkdocs.no-insiders.yml']
 markdown_extensions:
   pymdownx.highlight:
     linenums: !ENV [LINENUMS, false]

docs/en/mkdocs.insiders.yml

@@ -1,10 +0,0 @@
-plugins:
-  social:
-    cards_layout_options:
-      logo: ../en/docs/img/icon-white.svg
-  typeset:
-markdown_extensions:
-  material.extensions.preview:
-    targets:
-      include:
-        - "*"

docs/en/mkdocs.yml

@@ -1,4 +1,4 @@
-INHERIT: ../en/mkdocs.maybe-insiders.yml
+INHERIT: ../en/mkdocs.env.yml
 site_name: FastAPI
 site_description: FastAPI framework, high performance, easy to learn, fast to code, ready for production
 site_url: https://fastapi.tiangolo.com/
@@ -52,10 +52,13 @@ theme:
 repo_name: fastapi/fastapi
 repo_url: https://github.com/fastapi/fastapi
 plugins:
+  social:
+    cards_layout_options:
+      logo: ../en/docs/img/icon-white.svg
+  typeset:
   search: null
   macros:
     include_yaml:
-    - external_links: ../en/data/external_links.yml
     - github_sponsors: ../en/data/github_sponsors.yml
     - people: ../en/data/people.yml
     - contributors: ../en/data/contributors.yml
@@ -192,6 +195,7 @@ nav:
   - Deployment:
     - deployment/index.md
     - deployment/versions.md
+    - deployment/fastapicloud.md
     - deployment/https.md
     - deployment/manually.md
     - deployment/concepts.md
@@ -210,6 +214,7 @@ nav:
     - how-to/custom-docs-ui-assets.md
     - how-to/configure-swagger-ui.md
     - how-to/testing-database.md
+    - how-to/authentication-error-status-code.md
 - Reference (Code API):
   - reference/index.md
   - reference/fastapi.md
@@ -252,6 +257,10 @@ nav:
   - management.md
 - release-notes.md
 markdown_extensions:
+  material.extensions.preview:
+    targets:
+      include:
+        - "*"
   abbr: null
   attr_list: null
   footnotes: null

docs/en/overrides/main.html

@@ -3,6 +3,13 @@
 {% block announce %}
 <div class="announce-wrapper">
   <div id="announce-left">
+    <div class="item">
+      <a class="announce-link" href="https://fastapicloud.com" target="_blank">
+        <span class="twemoji">
+          {% include ".icons/material/cloud-arrow-up.svg" %}
+        </span> Join the <strong>FastAPI Cloud</strong> waiting list 🚀
+      </a>
+    </div>
     <div class="item">
       <a class="announce-link" href="https://x.com/fastapi" target="_blank">
         <span class="twemoji">
@@ -86,6 +93,12 @@
         <img class="sponsor-image" src="/img/sponsors/serpapi-banner.png" />
       </a>
     </div>
+    <div class="item">
+      <a title="Greptile: The AI Code Reviewer" style="display: block; position: relative;" href="https://www.greptile.com/?utm_source=fastapi&utm_medium=sponsorship&utm_campaign=fastapi_sponsor_page" target="_blank">
+        <span class="sponsor-badge">sponsor</span>
+        <img class="sponsor-image" src="/img/sponsors/greptile-banner.png" />
+      </a>
+    </div>
   </div>
 </div>
 {% endblock %}

docs/pt/docs/project-generation.md

@@ -14,7 +14,7 @@ Repositório GitHub: <a href="https://github.com/tiangolo/full-stack-fastapi-tem
     - 💾 [PostgreSQL](https://www.postgresql.org) como banco de dados SQL.
 - 🚀 [React](https://react.dev) para o frontend.
     - 💃 Usando TypeScript, hooks, [Vite](https://vitejs.dev), e outras partes de uma _stack_ frontend moderna.
-    - 🎨 [Chakra UI](https://chakra-ui.com) para os componentes de frontend.
+    - 🎨 [Tailwind CSS](https://tailwindcss.com) e [shadcn/ui](https://ui.shadcn.com) para os componentes de frontend.
     - 🤖 Um cliente frontend automaticamente gerado.
     - 🧪 [Playwright](https://playwright.dev) para testes Ponta-a-Ponta.
     - 🦇 Suporte para modo escuro.

docs/ru/docs/_llm-test.md

@@ -15,7 +15,7 @@
 
 Тесты:
 
-## Фрагменты кода { #code-snippets}
+## Фрагменты кода { #code-snippets }
 
 //// tab | Тест
 
@@ -53,7 +53,7 @@ LLM, вероятно, переведёт это неправильно. Инт
 
 ////
 
-## Кавычки во фрагментах кода { #quotes-in-code-snippets}
+## Кавычки во фрагментах кода { #quotes-in-code-snippets }
 
 //// tab | Тест
 

docs/ru/docs/advanced/additional-responses.md

@@ -175,7 +175,7 @@
 
 Например, вы можете добавить дополнительный тип содержимого `image/png`, объявив, что ваша операция пути может возвращать JSON‑объект (с типом содержимого `application/json`) или PNG‑изображение:
 
-{* ../../docs_src/additional_responses/tutorial002.py hl[19:24,28] *}
+{* ../../docs_src/additional_responses/tutorial002_py310.py hl[17:22,26] *}
 
 /// note | Примечание
 
@@ -237,7 +237,7 @@ new_dict = {**old_dict, "new key": "new value"}
 
 Например:
 
-{* ../../docs_src/additional_responses/tutorial004.py hl[13:17,26] *}
+{* ../../docs_src/additional_responses/tutorial004_py310.py hl[11:15,24] *}
 
 ## Дополнительная информация об ответах OpenAPI { #more-information-about-openapi-responses }
 

docs/ru/docs/advanced/advanced-dependencies.md

@@ -144,7 +144,7 @@ checker(q="somequery")
 
 ### Фоновые задачи и зависимости с `yield`, технические детали { #background-tasks-and-dependencies-with-yield-technical-details }
 
-До FastAPI 0.106.0 вызывать исключения после `yield` было невозможно: код после `yield` в зависимостях выполнялся уже после отправки ответа, поэтому [Обработчики исключений](../handling-errors.md#install-custom-exception-handlers){.internal-link target=_blank} к тому моменту уже отработали.
+До FastAPI 0.106.0 вызывать исключения после `yield` было невозможно: код после `yield` в зависимостях выполнялся уже после отправки ответа, поэтому [Обработчики исключений](../tutorial/handling-errors.md#install-custom-exception-handlers){.internal-link target=_blank} к тому моменту уже отработали.
 
 Так было сделано в основном для того, чтобы можно было использовать те же объекты, «отданные» зависимостями через `yield`, внутри фоновых задач, потому что код после `yield` выполнялся после завершения фоновых задач.
 

docs/ru/docs/advanced/behind-a-proxy.md

@@ -64,7 +64,7 @@ https://mysuperapp.com/items/
 
 ///
 
-### Как работают пересылаемые заголовки прокси
+### Как работают пересылаемые заголовки прокси { #how-proxy-forwarded-headers-work }
 
 Ниже показано, как прокси добавляет пересылаемые заголовки между клиентом и сервером приложения:
 
@@ -443,6 +443,14 @@ $ fastapi run main.py --forwarded-allow-ips="*" --root-path /api/v1
 
 ///
 
+/// note | Технические детали
+
+Свойство `servers` в спецификации OpenAPI является необязательным.
+
+Если вы не укажете параметр `servers`, а `root_path` равен `/`, то свойство `servers` в сгенерированной схеме OpenAPI по умолчанию будет опущено. Это эквивалентно серверу со значением `url` равным `/`.
+
+///
+
 ### Отключить автоматическое добавление сервера из `root_path` { #disable-automatic-server-from-root-path }
 
 Если вы не хотите, чтобы FastAPI добавлял автоматический сервер, используя `root_path`, укажите параметр `root_path_in_servers=False`:

docs/ru/docs/advanced/dataclasses.md

@@ -4,7 +4,7 @@ FastAPI построен поверх **Pydantic**, и я показывал в
 
 Но FastAPI также поддерживает использование <a href="https://docs.python.org/3/library/dataclasses.html" class="external-link" target="_blank">`dataclasses`</a> тем же способом:
 
-{* ../../docs_src/dataclasses/tutorial001.py hl[1,7:12,19:20] *}
+{* ../../docs_src/dataclasses/tutorial001_py310.py hl[1,6:11,18:19] *}
 
 Это по-прежнему поддерживается благодаря **Pydantic**, так как в нём есть <a href="https://docs.pydantic.dev/latest/concepts/dataclasses/#use-of-stdlib-dataclasses-with-basemodel" class="external-link" target="_blank">встроенная поддержка `dataclasses`</a>.
 
@@ -32,7 +32,7 @@ FastAPI построен поверх **Pydantic**, и я показывал в
 
 Вы также можете использовать `dataclasses` в параметре `response_model`:
 
-{* ../../docs_src/dataclasses/tutorial002.py hl[1,7:13,19] *}
+{* ../../docs_src/dataclasses/tutorial002_py310.py hl[1,6:12,18] *}
 
 Этот dataclass будет автоматически преобразован в Pydantic dataclass.
 
@@ -48,7 +48,7 @@ FastAPI построен поверх **Pydantic**, и я показывал в
 
 В таком случае вы можете просто заменить стандартные `dataclasses` на `pydantic.dataclasses`, которая является полностью совместимой заменой (drop-in replacement):
 
-{* ../../docs_src/dataclasses/tutorial003.py hl[1,5,8:11,14:17,23:25,28] *}
+{* ../../docs_src/dataclasses/tutorial003_py310.py hl[1,4,7:10,13:16,22:24,27] *}
 
 1. Мы по-прежнему импортируем `field` из стандартных `dataclasses`.
 

docs/ru/docs/advanced/openapi-callbacks.md

@@ -31,7 +31,7 @@
 
 Эта часть вполне обычна, большая часть кода вам уже знакома:
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[9:13,36:53] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[7:11,34:51] *}
 
 /// tip | Совет
 
@@ -90,7 +90,7 @@ httpx.post(callback_url, json={"description": "Invoice paid", "paid": True})
 
 Сначала создайте новый `APIRouter`, который будет содержать один или несколько обратных вызовов.
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[3,25] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[1,23] *}
 
 ### Создайте *операцию пути* для обратного вызова { #create-the-callback-path-operation }
 
@@ -101,7 +101,7 @@ httpx.post(callback_url, json={"description": "Invoice paid", "paid": True})
 * Вероятно, в ней должно быть объявление тела запроса, например `body: InvoiceEvent`.
 * А также может быть объявление модели ответа, например `response_model=InvoiceEventReceived`.
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[16:18,21:22,28:32] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[14:16,19:20,26:30] *}
 
 Есть 2 основных отличия от обычной *операции пути*:
 
@@ -169,7 +169,7 @@ https://www.external.org/events/invoices/2expen51ve
 
 Теперь используйте параметр `callbacks` в *декораторе операции пути вашего API*, чтобы передать атрибут `.routes` (это, по сути, просто `list` маршрутов/*операций пути*) из этого маршрутизатора обратных вызовов:
 
-{* ../../docs_src/openapi_callbacks/tutorial001.py hl[35] *}
+{* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[33] *}
 
 /// tip | Совет
 

docs/ru/docs/advanced/path-operation-advanced-configuration.md

@@ -50,7 +50,7 @@
 
 Эта часть не попадёт в документацию, но другие инструменты (например, Sphinx) смогут использовать остальное.
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial004.py hl[19:29] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial004_py310.py hl[17:27] *}
 
 ## Дополнительные ответы { #additional-responses }
 
@@ -155,13 +155,13 @@
 
 //// tab | Pydantic v2
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007.py hl[17:22, 24] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_py39.py hl[15:20, 22] *}
 
 ////
 
 //// tab | Pydantic v1
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1.py hl[17:22, 24] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1_py39.py hl[15:20, 22] *}
 
 ////
 
@@ -179,13 +179,13 @@
 
 //// tab | Pydantic v2
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007.py hl[26:33] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_py39.py hl[24:31] *}
 
 ////
 
 //// tab | Pydantic v1
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1.py hl[26:33] *}
+{* ../../docs_src/path_operation_advanced_configuration/tutorial007_pv1_py39.py hl[24:31] *}
 
 ////