Revert comment removal in mkdocs.yml

[skip ci]

.github/workflows/add-to-project.yml

@@ -14,7 +14,7 @@ jobs:
     name: Add to project
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/add-to-project@244f685bbc3b7adfa8466e08b698b5577571133e # v1.0.2
+      - uses: actions/add-to-project@5afcf98fcd03f1c2f92c3c83f58ae24323cc57fd # v2.0.0
         with:
           project-url: https://github.com/orgs/fastapi/projects/2
           github-token: ${{ secrets.PROJECTS_TOKEN }} # zizmor: ignore[secrets-outside-env]

.github/workflows/guard-dependencies.yml

@@ -0,0 +1,52 @@
+name: Guard Dependencies
+
+on:
+  pull_request_target: # zizmor: ignore[dangerous-triggers] -- This workflow only reads context.payload metadata, never checks out PR code
+    branches: [master]
+    paths:
+      - pyproject.toml
+      - uv.lock
+
+permissions:
+  contents: read
+  issues: write
+  pull-requests: write
+
+jobs:
+  check-author:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check if author is org member or allowed bot
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+        with:
+          script: |
+            const pr = context.payload.pull_request;
+            const author = pr.user.login;
+            const assoc = pr.author_association;
+
+            const botAllowlist = new Set(['dependabot[bot]']);
+            const orgAuthorAssociations = new Set(['MEMBER', 'OWNER']);
+
+            const allowed =
+              botAllowlist.has(author) ||
+              (assoc != null && orgAuthorAssociations.has(assoc));
+
+            if (!allowed) {
+              await github.rest.issues.createComment({
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                issue_number: context.payload.pull_request.number,
+                body: `This PR modifies dependency files (\`pyproject.toml\` or \`uv.lock\`), which is restricted to members of the **${context.repo.owner}** organization on GitHub.\n\nIf you need a dependency change, please [open a discussion](https://github.com/${context.repo.owner}/${context.repo.repo}/discussions/new) describing what you need and why.\n\nClosing this PR automatically.`
+              });
+
+              await github.rest.pulls.update({
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                pull_number: context.payload.pull_request.number,
+                state: 'closed'
+              });
+
+              core.setFailed('Dependency changes are restricted to organization members.');
+            } else {
+              console.log(`Author ${author} (author_association=${assoc}) is allowed to make dependency changes.`);
+            }

.github/workflows/labeler.yml

@@ -18,7 +18,7 @@ jobs:
       pull-requests: write
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/labeler@634933edcd8ababfe52f92936142cc22ac488b1b # v6.0.1
+    - uses: actions/labeler@f27b608878404679385c85cfa523b85ccb86e213 # v6.1.0
       if: ${{ github.event.action != 'labeled' && github.event.action != 'unlabeled' }}
     - run: echo "Done adding labels"
   # Run this after labeler applied labels

.github/workflows/translate.yml

@@ -79,6 +79,8 @@ jobs:
     if: github.repository_owner == 'fastapi'
     needs: langs
     runs-on: ubuntu-latest
+    permissions:
+      contents: write
     strategy:
       matrix:
         lang: ${{ fromJson(needs.langs.outputs.langs) }}
@@ -91,7 +93,7 @@ jobs:
       - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 0
-          persist-credentials: false
+          persist-credentials: true # Required for `git push` in `translate.py`
       - name: Set up Python
         uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:

.pre-commit-config.yaml

@@ -14,6 +14,12 @@ repos:
       - id: end-of-file-fixer
       - id: trailing-whitespace
 
+  - repo: https://github.com/crate-ci/typos
+    rev: bbaefadf97b0ec5fdc942684b647f1a6ab250274 # v1.46.0
+    hooks:
+      - id: typos
+        args: [--force-exclude]
+
   - repo: local
     hooks:
       - id: local-ruff-check

README.md

@@ -49,7 +49,7 @@ The key features are:
 
 <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
+### Gold 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>
@@ -61,12 +61,16 @@ The key features are:
 <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>
+
+### Silver Sponsors
+
 <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://www.svix.com/" target="_blank" title="Svix - Webhooks as a service"><img src="https://fastapi.tiangolo.com/img/sponsors/svix.svg"></a>
 <a href="https://www.stainlessapi.com/?utm_source=fastapi&utm_medium=referral" target="_blank" title="Stainless | Generate best-in-class SDKs"><img src="https://fastapi.tiangolo.com/img/sponsors/stainless.png"></a>
 <a href="https://www.permit.io/blog/implement-authorization-in-fastapi?utm_source=github&utm_medium=referral&utm_campaign=fastapi" target="_blank" title="Fine-Grained Authorization for FastAPI"><img src="https://fastapi.tiangolo.com/img/sponsors/permit.png"></a>
 <a href="https://www.interviewpal.com/?utm_source=fastapi&utm_medium=open-source&utm_campaign=dev-hiring" target="_blank" title="InterviewPal - AI Interview Coach for Engineers and Devs"><img src="https://fastapi.tiangolo.com/img/sponsors/interviewpal.png"></a>
 <a href="https://dribia.com/en/" target="_blank" title="Dribia - Data Science within your reach"><img src="https://fastapi.tiangolo.com/img/sponsors/dribia.png"></a>
+<a href="https://talordata.com/?campaignid=oh5dVZ3Zc3YGiAI2&utm_source=fastapi&utm_term=fastapi" target="_blank" title="TalorData SERP API - Multi-Engine Search Results Data"><img src="https://fastapi.tiangolo.com/img/sponsors/talordata.png"></a>
 
 <!-- /sponsors -->
 
@@ -74,6 +78,10 @@ The key features are:
 
 ## Opinions
 
+
+
+<div class="only-github" markdown="1">
+
 "_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"
 
 <div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26"><small>(ref)</small></a></div>
@@ -92,37 +100,25 @@ The key features are:
 
 ---
 
-"_I’m over the moon excited about **FastAPI**. It’s so fun!_"
-
-<div style="text-align: right; margin-right: 10%;">Brian Okken - <strong><a href="https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855">Python Bytes</a> podcast host</strong> <a href="https://x.com/brianokken/status/1112220079972728832"><small>(ref)</small></a></div>
-
----
-
-"_Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that._"
-
-<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong><a href="https://github.com/hugapi/hug">Hug</a> creator</strong> <a href="https://news.ycombinator.com/item?id=19455465"><small>(ref)</small></a></div>
-
----
-
-"_If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]_"
-
-"_We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]_"
-
-<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong><a href="https://explosion.ai">Explosion AI</a> founders - <a href="https://spacy.io">spaCy</a> creators</strong> <a href="https://x.com/_inesmontani/status/1144173225322143744"><small>(ref)</small></a> - <a href="https://x.com/honnibal/status/1144031421859655680"><small>(ref)</small></a></div>
-
----
-
 "_If anyone is looking to build a production Python API, I would highly recommend **FastAPI**. It is **beautifully designed**, **simple to use** and **highly scalable**, it has become a **key component** in our API first development strategy and is driving many automations and services such as our Virtual TAC Engineer._"
 
 <div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/"><small>(ref)</small></a></div>
 
 ---
 
+</div>
+
+## FastAPI Conf
+
+[**FastAPI Conf '26**](https://fastapiconf.com) is happening on **October 28, 2026** in **Amsterdam, NL**. All about FastAPI, right from the source. 🎤
+
+<a class="fastapi-feature-banner" href="https://fastapiconf.com"><img src="https://fastapi.tiangolo.com/img/fastapi-conf.jpeg" alt="FastAPI Conf '26 - October 28, 2026 - Amsterdam, NL"></a>
+
 ## FastAPI mini documentary
 
 There's a [FastAPI mini documentary](https://www.youtube.com/watch?v=mpR8ngthqiE) released at the end of 2025, you can watch it online:
 
-<a href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini Documentary"></a>
+<a class="fastapi-feature-banner" href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini Documentary"></a>
 
 ## **Typer**, the FastAPI of CLIs
 

docs/de/docs/advanced/generate-clients.md

@@ -30,7 +30,6 @@ Ihr Sponsoring zeigt auch ein starkes Engagement für die FastAPI-**Community**
 
 Zum Beispiel könnten Sie ausprobieren:
 
-* [Speakeasy](https://speakeasy.com/editor?utm_source=fastapi+repo&utm_medium=github+sponsorship)
 * [Stainless](https://www.stainless.com/?utm_source=fastapi&utm_medium=referral)
 * [liblab](https://developers.liblab.com/tutorials/sdk-for-fastapi?utm_source=fastapi)
 

docs/de/docs/index.md

@@ -54,18 +54,27 @@ Seine Schlüssel-Merkmale sind:
 
 ### Keystone-Sponsor { #keystone-sponsor }
 
+<div class="fastapi-sponsors fastapi-sponsors--keystone">
 {% for sponsor in sponsors.keystone -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+<a class="fastapi-sponsors__card fastapi-sponsors__card--keystone" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}"></a>
 {% endfor -%}
+</div>
 
-### Gold- und Silber-Sponsoren { #gold-and-silver-sponsors }
+### Gold-Sponsoren { #gold-sponsors }
 
+<div class="fastapi-sponsors fastapi-sponsors--gold">
 {% for sponsor in sponsors.gold -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+<a class="fastapi-sponsors__card fastapi-sponsors__card--gold" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
 {% endfor -%}
-{%- for sponsor in sponsors.silver -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+</div>
+
+### Silber-Sponsoren { #silver-sponsors }
+
+<div class="fastapi-sponsors fastapi-sponsors--silver">
+{% for sponsor in sponsors.silver -%}
+<a class="fastapi-sponsors__card fastapi-sponsors__card--silver" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
 {% endfor %}
+</div>
 
 <!-- /sponsors -->
 
@@ -73,6 +82,44 @@ Seine Schlüssel-Merkmale sind:
 
 ## Meinungen { #opinions }
 
+<!-- only-mkdocs -->
+<div class="fastapi-opinions" data-fastapi-opinions>
+  <div class="fastapi-opinions__tabs" role="tablist" aria-label="Companies using FastAPI">
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-microsoft" aria-controls="fo-panel-microsoft" aria-selected="true" tabindex="0">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/microsoft.svg" alt="Microsoft" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-uber" aria-controls="fo-panel-uber" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/uber.svg" alt="Uber" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-netflix" aria-controls="fo-panel-netflix" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/netflix.svg" alt="Netflix" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-cisco" aria-controls="fo-panel-cisco" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/cisco.svg" alt="Cisco" loading="lazy"></span>
+    </button>
+  </div>
+
+  <div class="fastapi-opinions__panel" id="fo-panel-microsoft" role="tabpanel" aria-labelledby="fo-tab-microsoft" tabindex="0">
+    <blockquote class="fastapi-opinions__quote">„Ich verwende <strong>FastAPI</strong> heutzutage sehr oft. Ich plane tatsächlich, es für alle <strong>ML-Services meines Teams bei Microsoft</strong> zu verwenden. Einige davon werden in das Kernprodukt <strong>Windows</strong> und einige <strong>Office</strong>-Produkte integriert.“</blockquote>
+    <div class="fastapi-opinions__attr">— Kabir Khan, <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26">(Ref.)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">„Wir haben die <strong>FastAPI</strong>-Bibliothek übernommen, um einen <strong>REST</strong>-Server zu erstellen, der für <strong>Vorhersagen</strong> abgefragt werden kann.“ <em>[für Ludwig]</em></blockquote>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(Ref.)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">„<strong>Netflix</strong> freut sich, die Open-Source-Veröffentlichung unseres <strong>Krisenmanagement</strong>-Orchestrierungsframeworks bekannt zu geben: <strong>Dispatch</strong>!“ <em>[erstellt mit FastAPI]</em></blockquote>
+    <div class="fastapi-opinions__attr">— Kevin Glisson, Marc Vilanova, Forest Monsen, <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072">(Ref.)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-cisco" role="tabpanel" aria-labelledby="fo-tab-cisco" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">„Falls irgendjemand eine Produktions-Python-API erstellen möchte, kann ich <strong>FastAPI</strong> wärmstens empfehlen. Es ist <strong>wunderschön konzipiert</strong>, <strong>einfach zu verwenden</strong> und <strong>hoch skalierbar</strong> – es ist zu einer <strong>Schlüsselkomponente</strong> unserer API-First-Entwicklungsstrategie geworden.“</blockquote>
+    <div class="fastapi-opinions__attr">— Deon Pillsbury, <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/">(Ref.)</a></div>
+  </div>
+</div>
+<!-- /only-mkdocs -->
+
+<div class="only-github" markdown="1">
+
 „_[...] Ich verwende **FastAPI** heutzutage sehr oft. [...] Ich habe tatsächlich vor, es für alle **ML-Services meines Teams bei Microsoft** zu verwenden. Einige davon werden in das Kernprodukt **Windows** und einige **Office**-Produkte integriert._“
 
 <div style="text-align: right; margin-right: 10%;">Kabir Khan – <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26"><small>(Ref.)</small></a></div>
@@ -85,43 +132,31 @@ Seine Schlüssel-Merkmale sind:
 
 ---
 
-„_**Netflix** freut sich, die Open-Source-Veröffentlichung unseres **Krisenmanagement**-Orchestrierung-Frameworks bekannt zu geben: **Dispatch**! [erstellt mit **FastAPI**]_“
+„_**Netflix** freut sich, die Open-Source-Veröffentlichung unseres **Krisenmanagement**-Orchestrierungsframeworks bekannt zu geben: **Dispatch**! [erstellt mit **FastAPI**]_“
 
 <div style="text-align: right; margin-right: 10%;">Kevin Glisson, Marc Vilanova, Forest Monsen – <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072"><small>(Ref.)</small></a></div>
 
 ---
 
-„_Ich bin hellauf begeistert von **FastAPI**. Es macht so viel Spaß!_“
-
-<div style="text-align: right; margin-right: 10%;">Brian Okken – <strong>[Python Bytes](https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855) Podcast-Host</strong> <a href="https://x.com/brianokken/status/1112220079972728832"><small>(Ref.)</small></a></div>
-
----
-
-„_Ehrlich, was Du gebaut hast, sieht super solide und poliert aus. In vielerlei Hinsicht ist es so, wie ich **Hug** haben wollte – es ist wirklich inspirierend, jemanden so etwas bauen zu sehen._“
-
-<div style="text-align: right; margin-right: 10%;">Timothy Crosley – <strong>[Hug](https://github.com/hugapi/hug)-Autor</strong> <a href="https://news.ycombinator.com/item?id=19455465"><small>(Ref.)</small></a></div>
-
----
-
-„_Wenn Sie ein **modernes Framework** zum Erstellen von REST-APIs erlernen möchten, schauen Sie sich **FastAPI** an. [...] Es ist schnell, einfach zu verwenden und leicht zu lernen [...]_“
-
-„_Wir haben zu **FastAPI** für unsere **APIs** gewechselt [...] Ich denke, es wird Ihnen gefallen [...]_“
-
-<div style="text-align: right; margin-right: 10%;">Ines Montani – Matthew Honnibal – <strong>[Explosion AI](https://explosion.ai)-Gründer – [spaCy](https://spacy.io)-Autoren</strong> <a href="https://x.com/_inesmontani/status/1144173225322143744"><small>(Ref.)</small></a> – <a href="https://x.com/honnibal/status/1144031421859655680"><small>(Ref.)</small></a></div>
-
----
-
 „_Falls irgendjemand eine Produktions-Python-API erstellen möchte, kann ich **FastAPI** wärmstens empfehlen. Es ist **wunderschön konzipiert**, **einfach zu verwenden** und **hoch skalierbar**; es ist zu einer **Schlüsselkomponente** unserer API-First-Entwicklungsstrategie geworden und treibt viele Automatisierungen und Services an, wie etwa unseren Virtual TAC Engineer._“
 
 <div style="text-align: right; margin-right: 10%;">Deon Pillsbury – <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/"><small>(Ref.)</small></a></div>
 
 ---
 
+</div>
+
+## FastAPI Conf { #fastapi-conf }
+
+[**FastAPI Conf ’26**](https://fastapiconf.com) findet am **28. Oktober 2026** in **Amsterdam, NL** statt. Alles über FastAPI, direkt von der Quelle. 🎤
+
+<a class="fastapi-feature-banner" href="https://fastapiconf.com"><img src="https://fastapi.tiangolo.com/img/fastapi-conf.jpeg" alt="FastAPI Conf ’26 - 28. Oktober 2026 - Amsterdam, NL"></a>
+
 ## FastAPI Mini-Dokumentarfilm { #fastapi-mini-documentary }
 
 Es gibt einen [FastAPI-Mini-Dokumentarfilm](https://www.youtube.com/watch?v=mpR8ngthqiE), veröffentlicht Ende 2025, Sie können ihn online ansehen:
 
-<a href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini-Dokumentarfilm"></a>
+<a class="fastapi-feature-banner" href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini-Dokumentarfilm"></a>
 
 ## **Typer**, das FastAPI der CLIs { #typer-the-fastapi-of-clis }
 

docs/de/docs/virtual-environments.md

@@ -2,7 +2,7 @@
 
 Wenn Sie an Python-Projekten arbeiten, sollten Sie wahrscheinlich eine **virtuelle Umgebung** (oder einen ähnlichen Mechanismus) verwenden, um die <abbr title="Python Installationspakete">Packages</abbr>, die Sie für jedes Projekt installieren, zu isolieren.
 
-/// info | Info
+/// note | Hinweis
 
 Wenn Sie bereits über virtuelle Umgebungen Bescheid wissen, wie man sie erstellt und verwendet, möchten Sie diesen Abschnitt vielleicht überspringen. 🤓
 
@@ -18,7 +18,7 @@ Eine **virtuelle Umgebung** ist ein Verzeichnis mit einigen Dateien darin.
 
 ///
 
-/// info | Info
+/// note | Hinweis
 
 Diese Seite wird Ihnen beibringen, wie Sie **virtuelle Umgebungen** verwenden und wie sie funktionieren.
 
@@ -817,7 +817,7 @@ Traceback (most recent call last):
 
 </div>
 
-Wenn Sie jedoch die virtuelle Umgebung deaktivieren und die neue für `prisoner-of-askaban` aktivieren, wird beim Ausführen von `python` das Python aus der virtuellen Umgebung in `prisoner-of-azkaban` verwendet.
+Wenn Sie jedoch die virtuelle Umgebung deaktivieren und die neue für `prisoner-of-azkaban` aktivieren, wird beim Ausführen von `python` das Python aus der virtuellen Umgebung in `prisoner-of-azkaban` verwendet.
 
 <div class="termy">
 

docs/en/data/contributors.yml

@@ -1,21 +1,21 @@
 tiangolo:
   login: tiangolo
-  count: 935
+  count: 942
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 dependabot:
   login: dependabot
-  count: 157
+  count: 189
   avatarUrl: https://avatars.githubusercontent.com/in/29110?v=4
   url: https://github.com/apps/dependabot
 YuriiMotov:
   login: YuriiMotov
-  count: 66
+  count: 70
   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
 alejsdev:
   login: alejsdev
-  count: 53
+  count: 56
   avatarUrl: https://avatars.githubusercontent.com/u/90076947?u=0facffe3abf87f57a1f05fa773d1119cc5c2f6a5&v=4
   url: https://github.com/alejsdev
 pre-commit-ci:
@@ -35,7 +35,7 @@ Kludex:
   url: https://github.com/Kludex
 svlandeg:
   login: svlandeg
-  count: 21
+  count: 23
   avatarUrl: https://avatars.githubusercontent.com/u/8796347?u=556c97650c27021911b0b9447ec55e75987b0e8a&v=4
   url: https://github.com/svlandeg
 dmontagu:
@@ -556,7 +556,7 @@ chailandau:
 DanielKusyDev:
   login: DanielKusyDev
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/36250676?u=2ea6114ff751fc48b55f231987a0e2582c6b1bd2&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/36250676?u=411f1f5923596480b896d160e23c908318f39003&v=4
   url: https://github.com/DanielKusyDev
 Viicos:
   login: Viicos

docs/en/data/people.yml

@@ -1,19 +1,19 @@
 maintainers:
 - login: tiangolo
-  answers: 1922
+  answers: 1927
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 experts:
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-  count: 1922
+  count: 1927
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 - login: YuriiMotov
-  count: 1156
+  count: 1164
   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
 - login: github-actions
-  count: 769
+  count: 770
   avatarUrl: https://avatars.githubusercontent.com/in/15368?v=4
   url: https://github.com/apps/github-actions
 - login: Kludex
@@ -25,7 +25,7 @@ experts:
   avatarUrl: https://avatars.githubusercontent.com/u/4335847?u=ed77f67e0bb069084639b24d812dbb2a2b1dc554&v=4
   url: https://github.com/jgould22
 - login: dmontagu
-  count: 239
+  count: 240
   avatarUrl: https://avatars.githubusercontent.com/u/35119617?u=540f30c937a6450812628b9592a1dfe91bbe148e&v=4
   url: https://github.com/dmontagu
 - login: Mause
@@ -41,7 +41,7 @@ experts:
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   url: https://github.com/JarroVGIT
 - login: euri10
-  count: 152
+  count: 153
   avatarUrl: https://avatars.githubusercontent.com/u/1104190?u=321a2e953e6645a7d09b732786c7a8061e0f8a8b&v=4
   url: https://github.com/euri10
 - login: iudeen
@@ -57,7 +57,7 @@ experts:
   avatarUrl: https://avatars.githubusercontent.com/u/72013291?u=ae5679e6bd971d9d98cd5e76e8683f83642ba950&v=4
   url: https://github.com/JavierSanchezCastro
 - login: luzzodev
-  count: 105
+  count: 107
   avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
   url: https://github.com/luzzodev
 - login: raphaelauv
@@ -89,7 +89,7 @@ experts:
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   url: https://github.com/acidjunk
 - login: sm-Fifteen
-  count: 48
+  count: 49
   avatarUrl: https://avatars.githubusercontent.com/u/516999?u=437c0c5038558c67e887ccd863c1ba0f846c03da&v=4
   url: https://github.com/sm-Fifteen
 - login: adriangb
@@ -246,99 +246,123 @@ experts:
   url: https://github.com/mattmess1221
 last_month_experts:
 - login: YuriiMotov
-  count: 37
+  count: 12
   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
-- login: christiansousadev
+- login: Firatasi
+  count: 7
+  avatarUrl: https://avatars.githubusercontent.com/u/112112161?u=3219914a49a4a604b3626007823db7de049b6d66&v=4
+  url: https://github.com/Firatasi
+- login: ericgitangu
   count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/103544118?u=690f3f76d1dc4d0929de5020679d5604f860acbc&v=4
-  url: https://github.com/christiansousadev
-- login: saitarrun
+  avatarUrl: https://avatars.githubusercontent.com/u/11472845?u=9d916cf0f5c80e63cb1d753b8b50dcb8ced3b883&v=4
+  url: https://github.com/ericgitangu
+- login: cookesan
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/116748905?u=3433afbaf06676a482ebf4ba33b08ddb3fc5c5bf&v=4
-  url: https://github.com/saitarrun
-- login: Vision-Executive
+  avatarUrl: https://avatars.githubusercontent.com/u/6601329?u=7bfc9b017198a9fa50929ae8ae0a787632424ffd&v=4
+  url: https://github.com/cookesan
+- login: coleifer
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/259394686?u=dd28bbc246e4e2cd2adb1d497e7b7585b5d24585&v=4
-  url: https://github.com/Vision-Executive
-- login: JavierSanchezCastro
+  avatarUrl: https://avatars.githubusercontent.com/u/119974?u=b3a546c94ee1105e792e0acad2c4743d800e7975&v=4
+  url: https://github.com/coleifer
+- login: Bahtya
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/72013291?u=ae5679e6bd971d9d98cd5e76e8683f83642ba950&v=4
-  url: https://github.com/JavierSanchezCastro
+  avatarUrl: https://avatars.githubusercontent.com/u/34988899?u=b8e3c0cf26f4bd1faea265d2f5f66f564af63463&v=4
+  url: https://github.com/Bahtya
+- login: luzzodev
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
+  url: https://github.com/luzzodev
+- login: DoctorJohn
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/14076775?u=ec43fe79a98dbc864b428afc7220753e25ca3af2&v=4
+  url: https://github.com/DoctorJohn
 three_months_experts:
 - login: YuriiMotov
-  count: 85
+  count: 74
   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
+- login: Firatasi
+  count: 7
+  avatarUrl: https://avatars.githubusercontent.com/u/112112161?u=3219914a49a4a604b3626007823db7de049b6d66&v=4
+  url: https://github.com/Firatasi
 - login: JavierSanchezCastro
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   avatarUrl: https://avatars.githubusercontent.com/u/72013291?u=ae5679e6bd971d9d98cd5e76e8683f83642ba950&v=4
   url: https://github.com/JavierSanchezCastro
 - login: Toygarmetu
   count: 5
   avatarUrl: https://avatars.githubusercontent.com/u/92878791?u=538530cb6d5554e71f9c28709d794db9a74d23d9&v=4
   url: https://github.com/Toygarmetu
-- login: ceb10n
-  count: 5
-  avatarUrl: https://avatars.githubusercontent.com/u/235213?u=edcce471814a1eba9f0cdaa4cd0de18921a940a6&v=4
-  url: https://github.com/ceb10n
 - login: tiangolo
-  count: 4
+  count: 5
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 - login: luzzodev
-  count: 3
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   avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
   url: https://github.com/luzzodev
-- login: christiansousadev
+- login: ericgitangu
   count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/103544118?u=690f3f76d1dc4d0929de5020679d5604f860acbc&v=4
-  url: https://github.com/christiansousadev
-- login: Kludex
+  avatarUrl: https://avatars.githubusercontent.com/u/11472845?u=9d916cf0f5c80e63cb1d753b8b50dcb8ced3b883&v=4
+  url: https://github.com/ericgitangu
+- login: cookesan
   count: 2
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-  url: https://github.com/Kludex
+  avatarUrl: https://avatars.githubusercontent.com/u/6601329?u=7bfc9b017198a9fa50929ae8ae0a787632424ffd&v=4
+  url: https://github.com/cookesan
+- login: coleifer
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+  url: https://github.com/coleifer
+- login: Bahtya
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+  url: https://github.com/Bahtya
 - login: saitarrun
   count: 2
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-- login: Vision-Executive
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   url: https://github.com/EmmanuelNiyonshuti
+- login: christiansousadev
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+  url: https://github.com/christiansousadev
+- login: DoctorJohn
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+  avatarUrl: https://avatars.githubusercontent.com/u/14076775?u=ec43fe79a98dbc864b428afc7220753e25ca3af2&v=4
+  url: https://github.com/DoctorJohn
+- login: gaardhus
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+  avatarUrl: https://avatars.githubusercontent.com/u/46934916?u=18d7aacc6ce59f054749209645d11cfe77b52f90&v=4
+  url: https://github.com/gaardhus
 - login: valentinDruzhinin
   count: 2
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   url: https://github.com/valentinDruzhinin
-- login: RichieB2B
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/1461970?u=edaa57d1077705244ea5c9244f4783d94ff11f12&v=4
-  url: https://github.com/RichieB2B
-- login: dotmitsu
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/42657211?u=3bccc9a2f386a3f24230ec393080f8904fe2a5b2&v=4
-  url: https://github.com/dotmitsu
 six_months_experts:
 - login: YuriiMotov
-  count: 182
+  count: 166
   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
 - login: tiangolo
-  count: 24
+  count: 23
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 - login: JavierSanchezCastro
-  count: 15
+  count: 12
   avatarUrl: https://avatars.githubusercontent.com/u/72013291?u=ae5679e6bd971d9d98cd5e76e8683f83642ba950&v=4
   url: https://github.com/JavierSanchezCastro
 - login: luzzodev
-  count: 10
+  count: 9
   avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
   url: https://github.com/luzzodev
+- login: Firatasi
+  count: 7
+  avatarUrl: https://avatars.githubusercontent.com/u/112112161?u=3219914a49a4a604b3626007823db7de049b6d66&v=4
+  url: https://github.com/Firatasi
 - login: Toygarmetu
   count: 5
   avatarUrl: https://avatars.githubusercontent.com/u/92878791?u=538530cb6d5554e71f9c28709d794db9a74d23d9&v=4
@@ -347,10 +371,6 @@ six_months_experts:
   count: 5
   avatarUrl: https://avatars.githubusercontent.com/u/235213?u=edcce471814a1eba9f0cdaa4cd0de18921a940a6&v=4
   url: https://github.com/ceb10n
-- login: RichieB2B
-  count: 5
-  avatarUrl: https://avatars.githubusercontent.com/u/1461970?u=edaa57d1077705244ea5c9244f4783d94ff11f12&v=4
-  url: https://github.com/RichieB2B
 - login: JunjieAraoXiong
   count: 5
   avatarUrl: https://avatars.githubusercontent.com/u/167785867?u=b69afe090c8bf5fd73f2d23fc3a887b28f68f192&v=4
@@ -359,50 +379,66 @@ six_months_experts:
   count: 4
   avatarUrl: https://avatars.githubusercontent.com/u/12831905?u=aae1ebc675c91e8fa582df4fcc4fc4128106344d&v=4
   url: https://github.com/valentinDruzhinin
-- login: ArmanShirzad
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-  url: https://github.com/ArmanShirzad
-- login: CodeKraken-cmd
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-  avatarUrl: https://avatars.githubusercontent.com/u/48470371?u=e7c0e7ec8e35ca5fb3ae40a586ed5e788fd0fe6d&v=4
-  url: https://github.com/CodeKraken-cmd
-- login: svlandeg
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-  avatarUrl: https://avatars.githubusercontent.com/u/8796347?u=556c97650c27021911b0b9447ec55e75987b0e8a&v=4
-  url: https://github.com/svlandeg
 - login: krylosov-aa
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   url: https://github.com/krylosov-aa
-- login: Kludex
+- login: ericgitangu
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-  url: https://github.com/Kludex
-- login: christiansousadev
+  avatarUrl: https://avatars.githubusercontent.com/u/11472845?u=9d916cf0f5c80e63cb1d753b8b50dcb8ced3b883&v=4
+  url: https://github.com/ericgitangu
+- login: EmmanuelNiyonshuti
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-  url: https://github.com/christiansousadev
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+- login: RichieB2B
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+- login: Bahtya
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   url: https://github.com/saitarrun
+- login: cepedus
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+  url: https://github.com/cepedus
+- login: christiansousadev
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+- login: DoctorJohn
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+  avatarUrl: https://avatars.githubusercontent.com/u/14076775?u=ec43fe79a98dbc864b428afc7220753e25ca3af2&v=4
+  url: https://github.com/DoctorJohn
+- login: gaardhus
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/46934916?u=18d7aacc6ce59f054749209645d11cfe77b52f90&v=4
+  url: https://github.com/gaardhus
+- login: Kludex
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/7353520?u=df8a3f06ba8f55ae1967a3e2d5ed882903a4e330&v=4
+  url: https://github.com/Kludex
 - login: y2kbugger
   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/6101677?u=1d50077e29582dc01fcbdff846f04fe7ec73fe2e&v=4
   url: https://github.com/y2kbugger
-- login: Vision-Executive
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/259394686?u=dd28bbc246e4e2cd2adb1d497e7b7585b5d24585&v=4
-  url: https://github.com/Vision-Executive
-- login: EmmanuelNiyonshuti
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/142030687?u=ab131d5ad4670280a978f489babe71c9bf9c1097&v=4
-  url: https://github.com/EmmanuelNiyonshuti
 - login: davidbrochart
   count: 2
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@@ -419,10 +455,6 @@ six_months_experts:
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-- login: skion
-  count: 2
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-  url: https://github.com/skion
 - login: florentx
   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/142113?u=bf10f10080026346b092633c380977b61cee0d9c&v=4
@@ -431,37 +463,33 @@ six_months_experts:
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   avatarUrl: https://avatars.githubusercontent.com/u/51329768?v=4
   url: https://github.com/jc-louis
-- login: WilliamDEdwards
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+- login: CodeKraken-cmd
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+  url: https://github.com/CodeKraken-cmd
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-  url: https://github.com/XieJiSS
-- login: profatsky
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-  avatarUrl: https://avatars.githubusercontent.com/u/92920843?u=81e54bb0b613c171f7cd0ab3cbb58873782c9c9c&v=4
-  url: https://github.com/profatsky
 one_year_experts:
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   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
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-  count: 53
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   avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
   url: https://github.com/luzzodev
 - login: tiangolo
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   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 - login: valentinDruzhinin
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   url: https://github.com/JavierSanchezCastro
 - login: sachinh35
-  count: 11
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   avatarUrl: https://avatars.githubusercontent.com/u/21972708?u=8560b97b8b41e175f476270b56de8a493b84f302&v=4
   url: https://github.com/sachinh35
+- login: Firatasi
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+  avatarUrl: https://avatars.githubusercontent.com/u/112112161?u=3219914a49a4a604b3626007823db7de049b6d66&v=4
+  url: https://github.com/Firatasi
+- login: DoctorJohn
+  count: 7
+  avatarUrl: https://avatars.githubusercontent.com/u/14076775?u=ec43fe79a98dbc864b428afc7220753e25ca3af2&v=4
+  url: https://github.com/DoctorJohn
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   avatarUrl: https://avatars.githubusercontent.com/u/75417963?u=060c62870ec5a791765e63ac20d8885d11143786&v=4
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-- login: Kludex
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+- login: Kludex
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+  avatarUrl: https://avatars.githubusercontent.com/u/7353520?u=df8a3f06ba8f55ae1967a3e2d5ed882903a4e330&v=4
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-- login: DoctorJohn
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-  avatarUrl: https://avatars.githubusercontent.com/u/14076775?u=ec43fe79a98dbc864b428afc7220753e25ca3af2&v=4
-  url: https://github.com/DoctorJohn
-- login: alv2017
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-  url: https://github.com/alv2017
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   url: https://github.com/isgin01
-- login: christiansousadev
+- login: ericgitangu
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-  avatarUrl: https://avatars.githubusercontent.com/u/103544118?u=690f3f76d1dc4d0929de5020679d5604f860acbc&v=4
-  url: https://github.com/christiansousadev
+  avatarUrl: https://avatars.githubusercontent.com/u/11472845?u=9d916cf0f5c80e63cb1d753b8b50dcb8ced3b883&v=4
+  url: https://github.com/ericgitangu
+- login: henrymcl
+  count: 3
+  avatarUrl: https://avatars.githubusercontent.com/u/26480299?v=4
+  url: https://github.com/henrymcl
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+  avatarUrl: https://avatars.githubusercontent.com/u/142030687?u=ab131d5ad4670280a978f489babe71c9bf9c1097&v=4
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+- login: cookesan
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+- login: coleifer
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+- login: Bahtya
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/34988899?u=b8e3c0cf26f4bd1faea265d2f5f66f564af63463&v=4
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+- login: cepedus
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/26345924?u=38495abbdbb8695dd76478cae5963bf994c498bc&v=4
+  url: https://github.com/cepedus
+- login: christiansousadev
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+  avatarUrl: https://avatars.githubusercontent.com/u/103544118?u=690f3f76d1dc4d0929de5020679d5604f860acbc&v=4
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+- login: gaardhus
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-- login: Vision-Executive
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-- login: EmmanuelNiyonshuti
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   url: https://github.com/skion
-- login: Danstiv
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@@ -658,12 +702,8 @@ one_year_experts:
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 - login: asmaier
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-- login: PidgeyBE
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docs/en/data/sponsors.yml

@@ -52,6 +52,9 @@ silver:
   - url: https://dribia.com/en/
     title: Dribia - Data Science within your reach
     img: https://fastapi.tiangolo.com/img/sponsors/dribia.png
+  - url: https://talordata.com/?campaignid=oh5dVZ3Zc3YGiAI2&utm_source=fastapi&utm_term=fastapi
+    title: TalorData SERP API - Multi-Engine Search Results Data
+    img: https://fastapi.tiangolo.com/img/sponsors/talordata.png
 bronze:
   - url: https://www.exoflare.com/open-source/?utm_source=FastAPI&utm_campaign=open_source
     title: Biosecurity risk assessments made easy.

docs/en/data/sponsors_badge.yml

@@ -48,3 +48,4 @@ logins:
   - subtotal
   - requestly
   - greptileai
+  - talorelowen

docs/en/data/topic_repos.yml

@@ -1,495 +1,495 @@
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   html_url: https://github.com/fastapi/full-stack-fastapi-template
-  stars: 42397
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   owner_login: fastapi
   owner_html_url: https://github.com/fastapi
 - name: Hello-Python
   html_url: https://github.com/mouredev/Hello-Python
-  stars: 34997
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   owner_login: mouredev
   owner_html_url: https://github.com/mouredev
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   html_url: https://github.com/jina-ai/serve
-  stars: 21857
+  stars: 21876
   owner_login: jina-ai
   owner_html_url: https://github.com/jina-ai
 - name: HivisionIDPhotos
   html_url: https://github.com/Zeyi-Lin/HivisionIDPhotos
-  stars: 20868
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   owner_html_url: https://github.com/Zeyi-Lin
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   html_url: https://github.com/fastapi/sqlmodel
-  stars: 17770
+  stars: 17886
   owner_login: fastapi
   owner_html_url: https://github.com/fastapi
-- name: fastapi-best-practices
-  html_url: https://github.com/zhanymkanov/fastapi-best-practices
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-  owner_login: zhanymkanov
-  owner_html_url: https://github.com/zhanymkanov
 - name: Douyin_TikTok_Download_API
   html_url: https://github.com/Evil0ctal/Douyin_TikTok_Download_API
-  stars: 16878
+  stars: 17546
   owner_login: Evil0ctal
   owner_html_url: https://github.com/Evil0ctal
+- name: fastapi-best-practices
+  html_url: https://github.com/zhanymkanov/fastapi-best-practices
+  stars: 17138
+  owner_login: zhanymkanov
+  owner_html_url: https://github.com/zhanymkanov
 - name: SurfSense
   html_url: https://github.com/MODSetter/SurfSense
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   owner_html_url: https://github.com/MODSetter
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   html_url: https://github.com/DataTalksClub/machine-learning-zoomcamp
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   owner_html_url: https://github.com/DataTalksClub
 - name: fastapi_mcp
   html_url: https://github.com/tadata-org/fastapi_mcp
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   owner_html_url: https://github.com/tadata-org
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   html_url: https://github.com/mjhea0/awesome-fastapi
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   owner_html_url: https://github.com/mjhea0
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   html_url: https://github.com/JoeanAmier/XHS-Downloader
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+  stars: 9775
   owner_login: polarsource
   owner_html_url: https://github.com/polarsource
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+  owner_login: pycaret
+  owner_html_url: https://github.com/pycaret
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   owner_login: pydantic
   owner_html_url: https://github.com/pydantic
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-  stars: 8191
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   owner_login: vastsa
   owner_html_url: https://github.com/vastsa
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   html_url: https://github.com/nonebot/nonebot2
-  stars: 7456
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   owner_login: nonebot
   owner_html_url: https://github.com/nonebot
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   html_url: https://github.com/hatchet-dev/hatchet
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   owner_html_url: https://github.com/hatchet-dev
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   html_url: https://github.com/fastapi-users/fastapi-users
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   owner_html_url: https://github.com/fastapi-users
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   owner_login: serge-chat
   owner_html_url: https://github.com/serge-chat
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   html_url: https://github.com/xerrors/Yuxi
-  stars: 4761
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   owner_html_url: https://github.com/xerrors
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   html_url: https://github.com/remsky/Kokoro-FastAPI
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   owner_html_url: https://github.com/remsky
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   html_url: https://github.com/strawberry-graphql/strawberry
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   owner_html_url: https://github.com/strawberry-graphql
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   html_url: https://github.com/hunvreus/devpush
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   owner_login: hunvreus
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   owner_html_url: https://github.com/poem-web
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   html_url: https://github.com/dynaconf/dynaconf
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   owner_html_url: https://github.com/chatpire
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   html_url: https://github.com/Atri-Labs/atrilabs-engine
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   owner_html_url: https://github.com/Atri-Labs
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   owner_login: danielgtaylor
   owner_html_url: https://github.com/danielgtaylor
-- name: LitServe
-  html_url: https://github.com/Lightning-AI/LitServe
-  stars: 3851
-  owner_login: Lightning-AI
-  owner_html_url: https://github.com/Lightning-AI
 - name: datamodel-code-generator
   html_url: https://github.com/koxudaxi/datamodel-code-generator
-  stars: 3839
+  stars: 3882
   owner_login: koxudaxi
   owner_html_url: https://github.com/koxudaxi
+- name: LitServe
+  html_url: https://github.com/Lightning-AI/LitServe
+  stars: 3879
+  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: 3745
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   owner_login: fastapi-admin
   owner_html_url: https://github.com/fastapi-admin
+- name: mcp-context-forge
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+  stars: 3644
+  owner_login: IBM
+  owner_html_url: https://github.com/IBM
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   html_url: https://github.com/TracecatHQ/tracecat
-  stars: 3542
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   owner_login: TracecatHQ
   owner_html_url: https://github.com/TracecatHQ
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   html_url: https://github.com/rashadphz/farfalle
-  stars: 3521
+  stars: 3530
   owner_login: rashadphz
   owner_html_url: https://github.com/rashadphz
-- name: mcp-context-forge
-  html_url: https://github.com/IBM/mcp-context-forge
-  stars: 3501
-  owner_login: IBM
-  owner_html_url: https://github.com/IBM
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   html_url: https://github.com/ml-tooling/opyrator
   stars: 3137
   owner_login: ml-tooling
   owner_html_url: https://github.com/ml-tooling
+- name: honcho
+  html_url: https://github.com/plastic-labs/honcho
+  stars: 3135
+  owner_login: plastic-labs
+  owner_html_url: https://github.com/plastic-labs
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   html_url: https://github.com/docarray/docarray
-  stars: 3120
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   owner_login: docarray
   owner_html_url: https://github.com/docarray
 - name: fastapi-realworld-example-app
   html_url: https://github.com/nsidnev/fastapi-realworld-example-app
-  stars: 3092
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   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: 2913
+  stars: 2912
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   owner_html_url: https://github.com/tiangolo
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   html_url: https://github.com/s3rius/FastAPI-template
-  stars: 2768
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   owner_login: s3rius
   owner_html_url: https://github.com/s3rius
-- name: best-of-web-python
-  html_url: https://github.com/ml-tooling/best-of-web-python
-  stars: 2703
-  owner_login: ml-tooling
-  owner_html_url: https://github.com/ml-tooling
 - name: sqladmin
   html_url: https://github.com/smithyhq/sqladmin
-  stars: 2696
+  stars: 2716
   owner_login: smithyhq
   owner_html_url: https://github.com/smithyhq
+- name: best-of-web-python
+  html_url: https://github.com/ml-tooling/best-of-web-python
+  stars: 2711
+  owner_login: ml-tooling
+  owner_html_url: https://github.com/ml-tooling
 - name: YC-Killer
   html_url: https://github.com/sahibzada-allahyar/YC-Killer
-  stars: 2675
+  stars: 2626
   owner_login: sahibzada-allahyar
   owner_html_url: https://github.com/sahibzada-allahyar
 - name: fastapi-react
   html_url: https://github.com/Buuntu/fastapi-react
-  stars: 2579
+  stars: 2581
   owner_login: Buuntu
   owner_html_url: https://github.com/Buuntu
 - name: supabase-py
   html_url: https://github.com/supabase/supabase-py
-  stars: 2486
+  stars: 2499
   owner_login: supabase
   owner_html_url: https://github.com/supabase
 - name: RasaGPT
   html_url: https://github.com/paulpierre/RasaGPT
-  stars: 2462
+  stars: 2466
   owner_login: paulpierre
   owner_html_url: https://github.com/paulpierre
-- name: 30-Days-of-Python
-  html_url: https://github.com/codingforentrepreneurs/30-Days-of-Python
-  stars: 2450
-  owner_login: codingforentrepreneurs
-  owner_html_url: https://github.com/codingforentrepreneurs
 - name: NoteDiscovery
   html_url: https://github.com/gamosoft/NoteDiscovery
-  stars: 2400
+  stars: 2465
   owner_login: gamosoft
   owner_html_url: https://github.com/gamosoft
+- name: 30-Days-of-Python
+  html_url: https://github.com/codingforentrepreneurs/30-Days-of-Python
+  stars: 2459
+  owner_login: codingforentrepreneurs
+  owner_html_url: https://github.com/codingforentrepreneurs
+- name: AIstudioProxyAPI
+  html_url: https://github.com/CJackHwang/AIstudioProxyAPI
+  stars: 2346
+  owner_login: CJackHwang
+  owner_html_url: https://github.com/CJackHwang
 - name: nextpy
   html_url: https://github.com/dot-agent/nextpy
-  stars: 2339
+  stars: 2336
   owner_login: dot-agent
   owner_html_url: https://github.com/dot-agent
-- name: fastapi-utils
-  html_url: https://github.com/fastapiutils/fastapi-utils
-  stars: 2308
-  owner_login: fastapiutils
-  owner_html_url: https://github.com/fastapiutils
 - name: langserve
   html_url: https://github.com/langchain-ai/langserve
-  stars: 2300
+  stars: 2319
   owner_login: langchain-ai
   owner_html_url: https://github.com/langchain-ai
-- name: solara
-  html_url: https://github.com/widgetti/solara
-  stars: 2156
-  owner_login: widgetti
-  owner_html_url: https://github.com/widgetti
-- name: fastapi-best-architecture
-  html_url: https://github.com/fastapi-practices/fastapi-best-architecture
-  stars: 2148
-  owner_login: fastapi-practices
-  owner_html_url: https://github.com/fastapi-practices
+- name: fastapi-utils
+  html_url: https://github.com/fastapiutils/fastapi-utils
+  stars: 2306
+  owner_login: fastapiutils
+  owner_html_url: https://github.com/fastapiutils
 - name: fastapi-langgraph-agent-production-ready-template
   html_url: https://github.com/wassim249/fastapi-langgraph-agent-production-ready-template
-  stars: 2103
+  stars: 2218
   owner_login: wassim249
   owner_html_url: https://github.com/wassim249
-- name: mangum
-  html_url: https://github.com/Kludex/mangum
-  stars: 2100
-  owner_login: Kludex
-  owner_html_url: https://github.com/Kludex
+- name: fastapi-best-architecture
+  html_url: https://github.com/fastapi-practices/fastapi-best-architecture
+  stars: 2206
+  owner_login: fastapi-practices
+  owner_html_url: https://github.com/fastapi-practices
+- name: solara
+  html_url: https://github.com/widgetti/solara
+  stars: 2160
+  owner_login: widgetti
+  owner_html_url: https://github.com/widgetti
 - name: vue-fastapi-admin
   html_url: https://github.com/mizhexiaoxiao/vue-fastapi-admin
-  stars: 2059
+  stars: 2108
   owner_login: mizhexiaoxiao
   owner_html_url: https://github.com/mizhexiaoxiao
-- name: agentkit
-  html_url: https://github.com/BCG-X-Official/agentkit
-  stars: 1947
-  owner_login: BCG-X-Official
-  owner_html_url: https://github.com/BCG-X-Official
+- name: mangum
+  html_url: https://github.com/Kludex/mangum
+  stars: 2106
+  owner_login: Kludex
+  owner_html_url: https://github.com/Kludex
 - name: slowapi
   html_url: https://github.com/laurentS/slowapi
-  stars: 1946
+  stars: 1960
   owner_login: laurentS
   owner_html_url: https://github.com/laurentS
-- name: openapi-python-client
-  html_url: https://github.com/openapi-generators/openapi-python-client
-  stars: 1930
-  owner_login: openapi-generators
-  owner_html_url: https://github.com/openapi-generators
 - name: xhs_ai_publisher
   html_url: https://github.com/BetaStreetOmnis/xhs_ai_publisher
-  stars: 1904
+  stars: 1948
   owner_login: BetaStreetOmnis
   owner_html_url: https://github.com/BetaStreetOmnis
+- name: agentkit
+  html_url: https://github.com/BCG-X-Official/agentkit
+  stars: 1944
+  owner_login: BCG-X-Official
+  owner_html_url: https://github.com/BCG-X-Official
+- name: openapi-python-client
+  html_url: https://github.com/openapi-generators/openapi-python-client
+  stars: 1941
+  owner_login: openapi-generators
+  owner_html_url: https://github.com/openapi-generators
 - name: manage-fastapi
   html_url: https://github.com/ycd/manage-fastapi
-  stars: 1898
+  stars: 1901
   owner_login: ycd
   owner_html_url: https://github.com/ycd
 - name: piccolo
   html_url: https://github.com/piccolo-orm/piccolo
-  stars: 1876
+  stars: 1896
   owner_login: piccolo-orm
   owner_html_url: https://github.com/piccolo-orm
 - name: FastAPI-boilerplate
   html_url: https://github.com/benavlabs/FastAPI-boilerplate
-  stars: 1859
+  stars: 1892
   owner_login: benavlabs
   owner_html_url: https://github.com/benavlabs
 - name: fastapi-cache
   html_url: https://github.com/long2ice/fastapi-cache
-  stars: 1853
+  stars: 1859
   owner_login: long2ice
   owner_html_url: https://github.com/long2ice
+- name: any-auto-register
+  html_url: https://github.com/lxf746/any-auto-register
+  stars: 1857
+  owner_login: lxf746
+  owner_html_url: https://github.com/lxf746
 - name: python-week-2022
   html_url: https://github.com/rochacbruno/python-week-2022
-  stars: 1809
+  stars: 1810
   owner_login: rochacbruno
   owner_html_url: https://github.com/rochacbruno
 - name: ormar
   html_url: https://github.com/ormar-orm/ormar
-  stars: 1808
+  stars: 1806
   owner_login: ormar-orm
   owner_html_url: https://github.com/ormar-orm
 - name: termpair
   html_url: https://github.com/cs01/termpair
-  stars: 1730
+  stars: 1731
   owner_login: cs01
   owner_html_url: https://github.com/cs01
 - name: fastapi-crudrouter
   html_url: https://github.com/awtkns/fastapi-crudrouter
-  stars: 1683
+  stars: 1687
   owner_login: awtkns
   owner_html_url: https://github.com/awtkns
-- name: fastapi-pagination
-  html_url: https://github.com/uriyyo/fastapi-pagination
-  stars: 1638
-  owner_login: uriyyo
-  owner_html_url: https://github.com/uriyyo
 - name: bracket
   html_url: https://github.com/evroon/bracket
-  stars: 1638
+  stars: 1653
   owner_login: evroon
   owner_html_url: https://github.com/evroon
+- name: WebRPA
+  html_url: https://github.com/pmh1314520/WebRPA
+  stars: 1653
+  owner_login: pmh1314520
+  owner_html_url: https://github.com/pmh1314520
+- name: fastapi-pagination
+  html_url: https://github.com/uriyyo/fastapi-pagination
+  stars: 1646
+  owner_login: uriyyo
+  owner_html_url: https://github.com/uriyyo
 - name: langchain-serve
   html_url: https://github.com/jina-ai/langchain-serve
-  stars: 1634
+  stars: 1640
   owner_login: jina-ai
   owner_html_url: https://github.com/jina-ai
+- name: headroom
+  html_url: https://github.com/chopratejas/headroom
+  stars: 1624
+  owner_login: chopratejas
+  owner_html_url: https://github.com/chopratejas
 - name: awesome-fastapi-projects
   html_url: https://github.com/Kludex/awesome-fastapi-projects
-  stars: 1597
+  stars: 1599
   owner_login: Kludex
   owner_html_url: https://github.com/Kludex
 - name: coronavirus-tracker-api
   html_url: https://github.com/ExpDev07/coronavirus-tracker-api
-  stars: 1568
+  stars: 1567
   owner_login: ExpDev07
   owner_html_url: https://github.com/ExpDev07
-- name: WebRPA
-  html_url: https://github.com/pmh1314520/WebRPA
-  stars: 1532
-  owner_login: pmh1314520
-  owner_html_url: https://github.com/pmh1314520
 - name: fastapi-amis-admin
   html_url: https://github.com/amisadmin/fastapi-amis-admin
-  stars: 1527
+  stars: 1541
   owner_login: amisadmin
   owner_html_url: https://github.com/amisadmin
 - name: fastcrud
   html_url: https://github.com/benavlabs/fastcrud
-  stars: 1506
+  stars: 1512
   owner_login: benavlabs
   owner_html_url: https://github.com/benavlabs
+- name: open-wearables
+  html_url: https://github.com/the-momentum/open-wearables
+  stars: 1496
+  owner_login: the-momentum
+  owner_html_url: https://github.com/the-momentum
 - name: fastapi-boilerplate
   html_url: https://github.com/teamhide/fastapi-boilerplate
-  stars: 1482
+  stars: 1486
   owner_login: teamhide
   owner_html_url: https://github.com/teamhide
-- name: awesome-python-resources
-  html_url: https://github.com/DjangoEx/awesome-python-resources
-  stars: 1444
-  owner_login: DjangoEx
-  owner_html_url: https://github.com/DjangoEx
-- name: prometheus-fastapi-instrumentator
-  html_url: https://github.com/trallnag/prometheus-fastapi-instrumentator
-  stars: 1438
-  owner_login: trallnag
-  owner_html_url: https://github.com/trallnag
-- name: honcho
-  html_url: https://github.com/plastic-labs/honcho
-  stars: 1419
-  owner_login: plastic-labs
-  owner_html_url: https://github.com/plastic-labs
 - name: tavily-key-generator
   html_url: https://github.com/skernelx/tavily-key-generator
-  stars: 1416
+  stars: 1478
   owner_login: skernelx
   owner_html_url: https://github.com/skernelx
+- name: prometheus-fastapi-instrumentator
+  html_url: https://github.com/trallnag/prometheus-fastapi-instrumentator
+  stars: 1451
+  owner_login: trallnag
+  owner_html_url: https://github.com/trallnag
+- name: awesome-python-resources
+  html_url: https://github.com/DjangoEx/awesome-python-resources
+  stars: 1449
+  owner_login: DjangoEx
+  owner_html_url: https://github.com/DjangoEx
 - name: fastapi-tutorial
   html_url: https://github.com/liaogx/fastapi-tutorial
-  stars: 1384
+  stars: 1399
   owner_login: liaogx
   owner_html_url: https://github.com/liaogx
 - name: fastapi-code-generator
   html_url: https://github.com/koxudaxi/fastapi-code-generator
-  stars: 1384
+  stars: 1383
   owner_login: koxudaxi
   owner_html_url: https://github.com/koxudaxi
 - name: budgetml
   html_url: https://github.com/ebhy/budgetml
-  stars: 1346
+  stars: 1345
   owner_login: ebhy
   owner_html_url: https://github.com/ebhy
-- name: bolt-python
-  html_url: https://github.com/slackapi/bolt-python
-  stars: 1286
-  owner_login: slackapi
-  owner_html_url: https://github.com/slackapi
 - name: aktools
   html_url: https://github.com/akfamily/aktools
-  stars: 1283
+  stars: 1334
   owner_login: akfamily
   owner_html_url: https://github.com/akfamily
-- name: bedrock-chat
-  html_url: https://github.com/aws-samples/bedrock-chat
-  stars: 1282
-  owner_login: aws-samples
-  owner_html_url: https://github.com/aws-samples
-- name: fastapi-scaff
-  html_url: https://github.com/atpuxiner/fastapi-scaff
-  stars: 1275
-  owner_login: atpuxiner
-  owner_html_url: https://github.com/atpuxiner
-- name: fastapi-alembic-sqlmodel-async
-  html_url: https://github.com/vargasjona/fastapi-alembic-sqlmodel-async
-  stars: 1267
-  owner_login: vargasjona
-  owner_html_url: https://github.com/vargasjona
-- name: restish
-  html_url: https://github.com/rest-sh/restish
-  stars: 1258
-  owner_login: rest-sh
-  owner_html_url: https://github.com/rest-sh
 - name: RuoYi-Vue3-FastAPI
   html_url: https://github.com/insistence/RuoYi-Vue3-FastAPI
-  stars: 1248
+  stars: 1302
   owner_login: insistence
   owner_html_url: https://github.com/insistence
+- name: bolt-python
+  html_url: https://github.com/slackapi/bolt-python
+  stars: 1296
+  owner_login: slackapi
+  owner_html_url: https://github.com/slackapi
+- name: bedrock-chat
+  html_url: https://github.com/aws-samples/bedrock-chat
+  stars: 1288
+  owner_login: aws-samples
+  owner_html_url: https://github.com/aws-samples
+- name: restish
+  html_url: https://github.com/rest-sh/restish
+  stars: 1279
+  owner_login: rest-sh
+  owner_html_url: https://github.com/rest-sh
+- name: fastapi-alembic-sqlmodel-async
+  html_url: https://github.com/vargasjona/fastapi-alembic-sqlmodel-async
+  stars: 1270
+  owner_login: vargasjona
+  owner_html_url: https://github.com/vargasjona
 - name: fastapi_production_template
   html_url: https://github.com/zhanymkanov/fastapi_production_template
-  stars: 1240
+  stars: 1243
   owner_login: zhanymkanov
   owner_html_url: https://github.com/zhanymkanov
-- name: langchain-extract
-  html_url: https://github.com/langchain-ai/langchain-extract
-  stars: 1193
-  owner_login: langchain-ai
-  owner_html_url: https://github.com/langchain-ai
-- name: open-wearables
-  html_url: https://github.com/the-momentum/open-wearables
-  stars: 1170
-  owner_login: the-momentum
-  owner_html_url: https://github.com/the-momentum
-- name: odmantic
-  html_url: https://github.com/art049/odmantic
-  stars: 1168
-  owner_login: art049
-  owner_html_url: https://github.com/art049
-- name: authx
-  html_url: https://github.com/yezz123/authx
-  stars: 1160
-  owner_login: yezz123
-  owner_html_url: https://github.com/yezz123
-- name: FileSync
-  html_url: https://github.com/polius/FileSync
-  stars: 1153
-  owner_login: polius
-  owner_html_url: https://github.com/polius
-- name: enterprise-deep-research
-  html_url: https://github.com/SalesforceAIResearch/enterprise-deep-research
-  stars: 1150
-  owner_login: SalesforceAIResearch
-  owner_html_url: https://github.com/SalesforceAIResearch
 - name: yubal
   html_url: https://github.com/guillevc/yubal
-  stars: 1135
+  stars: 1203
   owner_login: guillevc
   owner_html_url: https://github.com/guillevc
+- name: langchain-extract
+  html_url: https://github.com/langchain-ai/langchain-extract
+  stars: 1196
+  owner_login: langchain-ai
+  owner_html_url: https://github.com/langchain-ai
+- name: Chatterbox-TTS-Server
+  html_url: https://github.com/devnen/Chatterbox-TTS-Server
+  stars: 1194
+  owner_login: devnen
+  owner_html_url: https://github.com/devnen

docs/en/data/translation_reviewers.yml

@@ -65,7 +65,7 @@ nilslindemann:
   url: https://github.com/nilslindemann
 YuriiMotov:
   login: YuriiMotov
-  count: 66
+  count: 67
   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
 cassiobotaro:
@@ -301,7 +301,7 @@ delhi09:
 rogerbrinkmann:
   login: rogerbrinkmann
   count: 20
-  avatarUrl: https://avatars.githubusercontent.com/u/5690226?v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/5690226?u=a1fe0aee927d33ce9db8c455eabc40c1cdf2bb65&v=4
   url: https://github.com/rogerbrinkmann
 DevDae:
   login: DevDae
@@ -471,7 +471,7 @@ NastasiaSaby:
 oandersonmagalhaes:
   login: oandersonmagalhaes
   count: 12
-  avatarUrl: https://avatars.githubusercontent.com/u/83456692?v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/83456692?u=daf5f302a59b950efc6d21129314af207e35441f&v=4
   url: https://github.com/oandersonmagalhaes
 mkdir700:
   login: mkdir700
@@ -906,7 +906,7 @@ bankofsardine:
 Rekl0w:
   login: Rekl0w
   count: 6
-  avatarUrl: https://avatars.githubusercontent.com/u/91488737?u=3b62b04a3e6699eab9b1eea4e88c09a39b753a17&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/91488737?u=7d2b7791665e04a12695150776a1d516a6ea7d21&v=4
   url: https://github.com/Rekl0w
 rsip22:
   login: rsip22
@@ -1276,7 +1276,7 @@ rafsaf:
 frnsimoes:
   login: frnsimoes
   count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/66239468?u=98fb2a38bcac765ea9651af8a0ab8f37df86570d&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/66239468?u=bd788dabd4d9321455db8b8751c1a2676783f50f&v=4
   url: https://github.com/frnsimoes
 lieryan:
   login: lieryan
@@ -1606,7 +1606,7 @@ ayr-ton:
 Kadermiyanyedi:
   login: Kadermiyanyedi
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/48386782?u=e34f31bf50a8ed8d37fbfa4f301b0c190b1b4b86&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/48386782?u=08c0f1594c5baf28b6fab7520a848cb9c3806c8e&v=4
   url: https://github.com/Kadermiyanyedi
 raphaelauv:
   login: raphaelauv

docs/en/data/translators.yml

@@ -386,7 +386,7 @@ dukkee:
 oandersonmagalhaes:
   login: oandersonmagalhaes
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/83456692?v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/83456692?u=daf5f302a59b950efc6d21129314af207e35441f&v=4
   url: https://github.com/oandersonmagalhaes
 leandrodesouzadev:
   login: leandrodesouzadev
@@ -416,7 +416,7 @@ ayr-ton:
 Kadermiyanyedi:
   login: Kadermiyanyedi
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/48386782?u=e34f31bf50a8ed8d37fbfa4f301b0c190b1b4b86&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/48386782?u=08c0f1594c5baf28b6fab7520a848cb9c3806c8e&v=4
   url: https://github.com/Kadermiyanyedi
 KdHyeon0661:
   login: KdHyeon0661

docs/en/docs/_llm-test.md

@@ -124,10 +124,6 @@ See section `### Content of code blocks` in the general prompt in `scripts/trans
 
 //// tab | Test
 
-/// info
-Some text
-///
-
 /// note
 Some text
 ///
@@ -136,10 +132,6 @@ Some text
 Some text
 ///
 
-/// check
-Some text
-///
-
 /// tip
 Some text
 ///

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

@@ -34,7 +34,7 @@ Keep in mind that you have to return the `JSONResponse` directly.
 
 ///
 
-/// info
+/// note
 
 The `model` key is not part of OpenAPI.
 
@@ -183,7 +183,7 @@ Notice that you have to return the image using a `FileResponse` directly.
 
 ///
 
-/// info
+/// note
 
 Unless you specify a different media type explicitly in your `responses` parameter, FastAPI will assume the response has the same media type as the main response class (default `application/json`).
 

docs/en/docs/advanced/advanced-dependencies.md

@@ -98,7 +98,7 @@ For example, if you had a database session in a dependency with `yield`, the `St
 
 This behavior was reverted in 0.118.0, to make the exit code after `yield` be executed after the response is sent.
 
-/// info
+/// note
 
 As you will see below, this is very similar to the behavior before version 0.106.0, but with several improvements and bug fixes for corner cases.
 

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

@@ -41,7 +41,7 @@ To return a response with HTML directly from **FastAPI**, use `HTMLResponse`.
 
 {* ../../docs_src/custom_response/tutorial002_py310.py hl[2,7] *}
 
-/// info
+/// note
 
 The parameter `response_class` will also be used to define the "media type" of the response.
 
@@ -65,7 +65,7 @@ A `Response` returned directly by your *path operation function* won't be docume
 
 ///
 
-/// info
+/// note
 
 Of course, the actual `Content-Type` header, status code, etc, will come from the `Response` object you returned.
 

docs/en/docs/advanced/dataclasses.md

@@ -18,7 +18,7 @@ And of course, it supports the same:
 
 This works the same way as with Pydantic models. And it is actually achieved in the same way underneath, using Pydantic.
 
-/// info
+/// note
 
 Keep in mind that dataclasses can't do everything Pydantic models can do.
 

docs/en/docs/advanced/events.md

@@ -120,7 +120,7 @@ To add a function that should be run when the application is shutting down, decl
 
 Here, the `shutdown` event handler function will write a text line `"Application shutdown"` to a file `log.txt`.
 
-/// info
+/// note
 
 In the `open()` function, the `mode="a"` means "append", so, the line will be added after whatever is on that file, without overwriting the previous contents.
 
@@ -152,7 +152,7 @@ Just a technical detail for the curious nerds. 🤓
 
 Underneath, in the ASGI technical specification, this is part of the [Lifespan Protocol](https://asgi.readthedocs.io/en/latest/specs/lifespan.html), and it defines events called `startup` and `shutdown`.
 
-/// info
+/// note
 
 You can read more about the Starlette `lifespan` handlers in [Starlette's  Lifespan' docs](https://www.starlette.dev/lifespan/).
 

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

@@ -22,7 +22,7 @@ With **FastAPI**, using OpenAPI, you can define the names of these webhooks, the
 
 This can make it a lot easier for your users to **implement their APIs** to receive your **webhook** requests, they might even be able to autogenerate some of their own API code.
 
-/// info
+/// note
 
 Webhooks are available in OpenAPI 3.1.0 and above, supported by FastAPI `0.99.0` and above.
 
@@ -36,7 +36,7 @@ When you create a **FastAPI** application, there is a `webhooks` attribute that
 
 The webhooks that you define will end up in the **OpenAPI** schema and the automatic **docs UI**.
 
-/// info
+/// note
 
 The `app.webhooks` object is actually just an `APIRouter`, the same type you would use when structuring your app with multiple files.
 

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

@@ -18,7 +18,7 @@ You will normally have much better performance using a [Response Model](../tutor
 
 You can return a `Response` or any sub-class of it.
 
-/// info
+/// note
 
 `JSONResponse` itself is a sub-class of `Response`.
 

docs/en/docs/advanced/security/oauth2-scopes.md

@@ -46,7 +46,7 @@ They are normally used to declare specific security permissions, for example:
 * `instagram_basic` is used by Facebook / Instagram.
 * `https://www.googleapis.com/auth/drive` is used by Google.
 
-/// info
+/// note
 
 In OAuth2 a "scope" is just a string that declares a specific permission required.
 
@@ -126,7 +126,7 @@ We are doing it here to demonstrate how **FastAPI** handles scopes declared at d
 
 {* ../../docs_src/security/tutorial005_an_py310.py hl[5,141,172] *}
 
-/// info | Technical Details
+/// note | Technical Details
 
 `Security` is actually a subclass of `Depends`, and it has just one extra parameter that we'll see later.
 

docs/en/docs/advanced/stream-data.md

@@ -4,7 +4,7 @@ If you want to stream data that can be structured as JSON, you should [Stream JS
 
 But if you want to **stream pure binary data** or strings, here's how you can do it.
 
-/// info
+/// note
 
 Added in FastAPI 0.134.0.
 
@@ -90,7 +90,7 @@ For example, they don't have an `await file.read()`, or `async for chunk in file
 
 And in many cases, reading them would be a blocking operation (that could block the event loop), because they are read from disk or from the network.
 
-/// info
+/// note
 
 The example above is actually an exception, because the `io.BytesIO` object is already in memory, so reading it won't block anything.
 

docs/en/docs/advanced/strict-content-type.md

@@ -81,7 +81,7 @@ If you need to support clients that don't send a `Content-Type` header, you can
 
 With this setting, requests without a `Content-Type` header will have their body parsed as JSON, which is the same behavior as older versions of FastAPI.
 
-/// info
+/// note
 
 This behavior and configuration was added in FastAPI 0.132.0.
 

docs/en/docs/advanced/websockets.md

@@ -111,7 +111,7 @@ They work the same way as for other FastAPI endpoints/*path operations*:
 
 {* ../../docs_src/websockets_/tutorial002_an_py310.py hl[68:69,82] *}
 
-/// info
+/// note
 
 As this is a WebSocket it doesn't really make sense to raise an `HTTPException`, instead we raise a `WebSocketException`.
 

docs/en/docs/advanced/wsgi.md

@@ -6,7 +6,7 @@ For that, you can use the `WSGIMiddleware` and use it to wrap your WSGI applicat
 
 ## Using `WSGIMiddleware` { #using-wsgimiddleware }
 
-/// info
+/// note
 
 This requires installing `a2wsgi` for example with `pip install a2wsgi`.
 

docs/en/docs/alternatives.md

@@ -36,7 +36,7 @@ Django REST Framework was created by Tom Christie. The same creator of Starlette
 
 ///
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Have an automatic API documentation web user interface.
 
@@ -56,7 +56,7 @@ This decoupling of parts, and being a "microframework" that could be extended to
 
 Given the simplicity of Flask, it seemed like a good match for building APIs. The next thing to find was a "Django REST Framework" for Flask.
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Be a micro-framework. Making it easy to mix and match the tools and parts needed.
 
@@ -98,7 +98,7 @@ def read_url():
 
 See the similarities in `requests.get(...)` and `@app.get(...)`.
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 * Have a simple and intuitive API.
 * Use HTTP method names (operations) directly, in a straightforward and intuitive way.
@@ -118,7 +118,7 @@ At some point, Swagger was given to the Linux Foundation, to be renamed OpenAPI.
 
 That's why when talking about version 2.0 it's common to say "Swagger", and for version 3+ "OpenAPI".
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Adopt and use an open standard for API specifications, instead of a custom schema.
 
@@ -147,7 +147,7 @@ These features are what Marshmallow was built to provide. It is a great library,
 
 But it was created before there existed Python type hints. So, to define every <dfn title="the definition of how data should be formed">schema</dfn> you need to use specific utils and classes provided by Marshmallow.
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Use code to define "schemas" that provide data types and validation, automatically.
 
@@ -163,13 +163,13 @@ It uses Marshmallow underneath to do the data validation. And it was created by
 
 It's a great tool and I have used it a lot too, before having **FastAPI**.
 
-/// info
+/// note
 
 Webargs was created by the same Marshmallow developers.
 
 ///
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Have automatic validation of incoming request data.
 
@@ -193,13 +193,13 @@ But then, we have again the problem of having a micro-syntax, inside of a Python
 
 The editor can't help much with that. And if we modify parameters or Marshmallow schemas and forget to also modify that YAML docstring, the generated schema would be obsolete.
 
-/// info
+/// note
 
 APISpec was created by the same Marshmallow developers.
 
 ///
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Support the open standard for APIs, OpenAPI.
 
@@ -225,13 +225,13 @@ Using it led to the creation of several Flask full-stack generators. These are t
 
 And these same full-stack generators were the base of the [**FastAPI** Project Generators](project-generation.md).
 
-/// info
+/// note
 
 Flask-apispec was created by the same Marshmallow developers.
 
 ///
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Generate the OpenAPI schema automatically, from the same code that defines serialization and validation.
 
@@ -251,7 +251,7 @@ But as TypeScript data is not preserved after compilation to JavaScript, it cann
 
 It can't handle nested models very well. So, if the JSON body in the request is a JSON object that has inner fields that in turn are nested JSON objects, it cannot be properly documented and validated.
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Use Python types to have great editor support.
 
@@ -271,7 +271,7 @@ It clearly inspired Uvicorn and Starlette, that are currently faster than Sanic
 
 ///
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Find a way to have a crazy performance.
 
@@ -287,7 +287,7 @@ It is designed to have functions that receive two parameters, one "request" and
 
 So, data validation, serialization, and documentation, have to be done in code, not automatically. Or they have to be implemented as a framework on top of Falcon, like Hug. This same distinction happens in other frameworks that are inspired by Falcon's design, of having one request object and one response object as parameters.
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Find ways to get great performance.
 
@@ -313,7 +313,7 @@ The dependency injection system requires pre-registration of the dependencies an
 
 Routes are declared in a single place, using functions declared in other places (instead of using decorators that can be placed right on top of the function that handles the endpoint). This is closer to how Django does it than to how Flask (and Starlette) does it. It separates in the code things that are relatively tightly coupled.
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Define extra validations for data types using the "default" value of model attributes. This improves editor support, and it was not available in Pydantic before.
 
@@ -335,13 +335,13 @@ It has an interesting, uncommon feature: using the same framework, it's possible
 
 As it is based on the previous standard for synchronous Python web frameworks (WSGI), it can't handle Websockets and other things, although it still has high performance too.
 
-/// info
+/// note
 
 Hug was created by Timothy Crosley, the same creator of [`isort`](https://github.com/timothycrosley/isort), a great tool to automatically sort imports in Python files.
 
 ///
 
-/// check | Ideas inspiring **FastAPI**
+/// tip | Ideas inspiring **FastAPI**
 
 Hug inspired parts of APIStar, and was one of the tools I found most promising, alongside APIStar.
 
@@ -375,7 +375,7 @@ It was no longer an API web framework, as the creator needed to focus on Starlet
 
 Now APIStar is a set of tools to validate OpenAPI specifications, not a web framework.
 
-/// info
+/// note
 
 APIStar was created by Tom Christie. The same guy that created:
 
@@ -385,7 +385,7 @@ APIStar was created by Tom Christie. The same guy that created:
 
 ///
 
-/// check | Inspired **FastAPI** to
+/// tip | Inspired **FastAPI** to
 
 Exist.
 
@@ -409,7 +409,7 @@ That makes it extremely intuitive.
 
 It is comparable to Marshmallow. Although it's faster than Marshmallow in benchmarks. And as it is based on the same Python type hints, the editor support is great.
 
-/// check | **FastAPI** uses it to
+/// tip | **FastAPI** uses it to
 
 Handle all the data validation, data serialization and automatic model documentation (based on JSON Schema).
 
@@ -452,7 +452,7 @@ Nevertheless, it is already being used as a "standard" by several tools. This gr
 
 ///
 
-/// check | **FastAPI** uses it to
+/// tip | **FastAPI** uses it to
 
 Handle all the core web parts. Adding features on top.
 
@@ -470,7 +470,7 @@ It is not a web framework, but a server. For example, it doesn't provide tools f
 
 It is the recommended server for Starlette and **FastAPI**.
 
-/// check | **FastAPI** recommends it as
+/// tip | **FastAPI** recommends it as
 
 The main web server to run **FastAPI** applications.
 

docs/en/docs/async.md

@@ -139,7 +139,7 @@ You and your crush eat the burgers and have a nice time. ✨
 
 <img src="/img/async/concurrent-burgers/concurrent-burgers-07.png" class="illustration">
 
-/// info
+/// note
 
 Beautiful illustrations by [Ketrina Thompson](https://www.instagram.com/ketrinadrawsalot). 🎨
 
@@ -205,7 +205,7 @@ You just eat them, and you are done. ⏹
 
 There was not much talk or flirting as most of the time was spent waiting 🕙 in front of the counter. 😞
 
-/// info
+/// note
 
 Beautiful illustrations by [Ketrina Thompson](https://www.instagram.com/ketrinadrawsalot). 🎨
 

docs/en/docs/css/custom.css

@@ -264,3 +264,189 @@ Inspired by Termynal's CSS tricks with modifications
   border-bottom: .05rem dotted var(--md-default-fg-color--light);
   cursor: help;
 }
+
+/* Opinions: interactive logo tabs */
+.fastapi-opinions {
+  margin: 1.5rem 0 2rem;
+}
+.fastapi-opinions__tabs {
+  display: grid;
+  grid-template-columns: repeat(4, 1fr);
+  gap: 0.25rem;
+  margin-bottom: 1.5rem;
+  border-bottom: 1px solid var(--md-default-fg-color--lightest);
+}
+.fastapi-opinions__tab {
+  position: relative;
+  appearance: none;
+  background: none;
+  border: 0;
+  padding: 0.625rem 0.5rem;
+  margin: 0;
+  cursor: pointer;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  color: inherit;
+  font: inherit;
+  min-height: 40px;
+  min-width: 0;
+}
+.fastapi-opinions__tab::after {
+  content: "";
+  position: absolute;
+  left: 50%;
+  right: 50%;
+  bottom: -1px;
+  height: 2px;
+  background-color: var(--md-primary-fg-color);
+  opacity: 0;
+  transition: left 0.2s ease, right 0.2s ease, opacity 0.2s ease;
+}
+.fastapi-opinions__tab[aria-selected="true"]::after {
+  left: 12%;
+  right: 12%;
+  opacity: 1;
+}
+.fastapi-opinions__tab:focus-visible {
+  outline: 2px solid var(--md-primary-fg-color);
+  outline-offset: 2px;
+  border-radius: 4px;
+}
+.fastapi-opinions__mark {
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  height: 22px;
+  max-width: 100%;
+  filter: grayscale(1);
+  opacity: 0.5;
+  transition: filter 0.2s, opacity 0.2s;
+}
+.fastapi-opinions__mark img {
+  height: 100%;
+  width: auto;
+  max-width: 100%;
+  object-fit: contain;
+  display: block;
+}
+.fastapi-opinions__tab:hover .fastapi-opinions__mark {
+  filter: grayscale(0.3);
+  opacity: 0.85;
+}
+.fastapi-opinions__tab[aria-selected="true"] .fastapi-opinions__mark {
+  filter: grayscale(0);
+  opacity: 1;
+}
+
+/* Dark mode: brighten dark wordmarks so they read on slate */
+[data-md-color-scheme="slate"] .fastapi-opinions__mark {
+  filter: grayscale(1) invert(0.85);
+}
+[data-md-color-scheme="slate"] .fastapi-opinions__tab:hover .fastapi-opinions__mark {
+  filter: grayscale(0.3) invert(0.4);
+}
+[data-md-color-scheme="slate"] .fastapi-opinions__tab[aria-selected="true"] .fastapi-opinions__mark {
+  filter: none;
+}
+
+.fastapi-opinions__panel {
+  position: relative;
+  padding: 0.5rem 1rem 0.5rem 3rem;
+}
+.fastapi-opinions__panel::before {
+  content: "\201C";
+  position: absolute;
+  top: -0.75rem;
+  left: 0.25rem;
+  font-family: Georgia, "Times New Roman", serif;
+  font-size: 4rem;
+  line-height: 1;
+  color: var(--md-primary-fg-color);
+  opacity: 0.18;
+  pointer-events: none;
+}
+.md-typeset blockquote.fastapi-opinions__quote {
+  margin: 0;
+  font-size: 1rem;
+  font-style: italic;
+  line-height: 1.65;
+  color: var(--md-default-fg-color);
+  border-left: 0;
+  padding-left: 0;
+}
+.fastapi-opinions__quote strong { font-style: normal; }
+.fastapi-opinions__attr {
+  margin-top: 0.875rem;
+  font-size: 0.8rem;
+  color: var(--md-default-fg-color--light);
+}
+.fastapi-opinions__attr strong { color: var(--md-default-fg-color); }
+.fastapi-opinions__attr a {
+  color: var(--md-primary-fg-color);
+  text-decoration: none;
+  font-size: 0.75rem;
+  margin-left: 0.25rem;
+}
+.fastapi-opinions__attr a:hover { text-decoration: underline; }
+
+@media (prefers-reduced-motion: reduce) {
+  .fastapi-opinions__tab::after { transition: none; }
+}
+
+@media (max-width: 600px) {
+  .fastapi-opinions__tabs { gap: 0.125rem; }
+  .fastapi-opinions__mark { height: 18px; }
+  .fastapi-opinions__panel { padding-left: 2.25rem; }
+  .fastapi-opinions__panel::before { font-size: 3rem; }
+}
+
+.fastapi-sponsors {
+  display: flex;
+  flex-wrap: wrap;
+  justify-content: center;
+  align-items: center;
+  gap: 1rem 1.25rem;
+  margin: 1rem 0 2rem;
+}
+
+.fastapi-sponsors__card {
+  transition: transform 0.15s ease;
+}
+
+.fastapi-sponsors__card:hover {
+  transform: translateY(-1px);
+}
+
+.fastapi-sponsors__card--keystone {
+  width: 100%;
+  max-width: 560px;
+}
+
+.fastapi-sponsors__banner {
+  display: block;
+  border-radius: 12px;
+}
+
+.fastapi-sponsors__card--keystone .fastapi-sponsors__banner { width: 100%; }
+.fastapi-sponsors__card--gold     .fastapi-sponsors__banner { height: 80px; }
+.fastapi-sponsors__card--silver   .fastapi-sponsors__banner { height: 60px; }
+
+@media (max-width: 600px) {
+  .fastapi-sponsors__card--gold   .fastapi-sponsors__banner { height: 64px; }
+  .fastapi-sponsors__card--silver .fastapi-sponsors__banner { height: 50px; }
+}
+
+.fastapi-feature-banner {
+  display: block;
+  max-width: 680px;
+  margin: 1rem auto 1.5rem;
+}
+.fastapi-feature-banner img {
+  display: block;
+  width: 100%;
+  border-radius: 12px;
+}
+
+/* Hidden in MkDocs; rendered on GitHub (which doesn't load this stylesheet) */
+.only-github { display: none; }

docs/en/docs/deployment/docker.md

@@ -132,7 +132,7 @@ Successfully installed fastapi pydantic
 
 </div>
 
-/// info
+/// note
 
 There are other formats and tools to define and install package dependencies.
 
@@ -556,7 +556,7 @@ If you are using containers (e.g. Docker, Kubernetes), then there are two main a
 
 If you have **multiple containers**, probably each one running a **single process** (for example, in a **Kubernetes** cluster), then you would probably want to have a **separate container** doing the work of the **previous steps** in a single container, running a single process, **before** running the replicated worker containers.
 
-/// info
+/// note
 
 If you are using Kubernetes, this would probably be an [Init Container](https://kubernetes.io/docs/concepts/workloads/pods/init-containers/).
 

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

@@ -17,7 +17,7 @@ As you saw in the previous chapter about [Deployment Concepts](concepts.md), the
 
 Here I'll show you how to use **Uvicorn** with **worker processes** using the `fastapi` command or the `uvicorn` command directly.
 
-/// info
+/// note
 
 If you are using containers, for example with Docker or Kubernetes, I'll tell you more about that in the next chapter: [FastAPI in Containers - Docker](docker.md).
 

docs/en/docs/external-links.md

@@ -6,7 +6,7 @@ There are many posts, articles, tools, and projects, related to **FastAPI**.
 
 You could easily use a search engine or video platform to find many resources related to FastAPI.
 
-/// info
+/// note
 
 Before, this page used to list links to external articles.
 

docs/en/docs/features.md

@@ -63,7 +63,7 @@ second_user_data = {
 my_second_user: User = User(**second_user_data)
 ```
 
-/// info
+/// note
 
 `**second_user_data` means:
 

docs/en/docs/help-fastapi.md

@@ -170,7 +170,7 @@ And if there's any other style or consistency need, I'll ask directly for that,
 
 * Then **comment** saying that you did that, that's how I will know you really checked it.
 
-/// info
+/// note
 
 Unfortunately, I can't simply trust PRs that just have several approvals.
 
@@ -210,6 +210,9 @@ You can [contribute](contributing.md) to the source code with Pull Requests, for
     * Make sure to add tests.
     * Make sure to add documentation if it's relevant.
 
+Note that PRs from non-team members are not allowed to modify `pyproject.toml` or `uv.lock`, to prevent supply chain risk.
+If you would like to add a new dependency, create a new [Discussion](https://github.com/fastapi/fastapi/discussions/categories/questions) to explain why.
+
 ## Help Maintain FastAPI { #help-maintain-fastapi }
 
 Help me maintain **FastAPI**! 🤓

docs/en/docs/how-to/extending-openapi.md

@@ -27,7 +27,7 @@ And that function `get_openapi()` receives as parameters:
 * `description`: The description of your API, this can include markdown and will be shown in the docs.
 * `routes`: A list of routes, these are each of the registered *path operations*. They are taken from `app.routes`.
 
-/// info
+/// note
 
 The parameter `summary` is available in OpenAPI 3.1.0 and above, supported by FastAPI 0.99.0 and above.
 

docs/en/docs/how-to/separate-openapi-schemas.md

@@ -85,7 +85,7 @@ Probably the main use case for this is if you already have some autogenerated cl
 
 In that case, you can disable this feature in **FastAPI**, with the parameter `separate_input_output_schemas=False`.
 
-/// info
+/// note
 
 Support for `separate_input_output_schemas` was added in FastAPI `0.102.0`. 🤓
 

docs/en/docs/img/logos/cisco.svg

@@ -0,0 +1,35 @@
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docs/en/docs/img/logos/microsoft.svg

@@ -0,0 +1,8 @@
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+<rect x="37.8" y="37.8" fill="#FFB900" width="34.2" height="34.2"/>
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docs/en/docs/img/logos/netflix.svg

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docs/en/docs/img/logos/uber.svg

@@ -0,0 +1,39 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 16.0.3, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<svg version="1.1" id="Capa_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
+	 width="926.906px" height="321.777px" viewBox="0 0 926.906 321.777" enable-background="new 0 0 926.906 321.777"
+	 xml:space="preserve">
+<g>
+	<path fill="#010202" d="M53.328,229.809c3.917,10.395,9.34,19.283,16.27,26.664c6.93,7.382,15.14,13.031,24.63,16.948
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docs/en/docs/index.md

@@ -54,18 +54,27 @@ The key features are:
 
 ### Keystone Sponsor { #keystone-sponsor }
 
+<div class="fastapi-sponsors fastapi-sponsors--keystone">
 {% for sponsor in sponsors.keystone -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+<a class="fastapi-sponsors__card fastapi-sponsors__card--keystone" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}"></a>
 {% endfor -%}
+</div>
 
-### Gold and Silver Sponsors { #gold-and-silver-sponsors }
+### Gold Sponsors { #gold-sponsors }
 
+<div class="fastapi-sponsors fastapi-sponsors--gold">
 {% for sponsor in sponsors.gold -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+<a class="fastapi-sponsors__card fastapi-sponsors__card--gold" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
 {% endfor -%}
-{%- for sponsor in sponsors.silver -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+</div>
+
+### Silver Sponsors { #silver-sponsors }
+
+<div class="fastapi-sponsors fastapi-sponsors--silver">
+{% for sponsor in sponsors.silver -%}
+<a class="fastapi-sponsors__card fastapi-sponsors__card--silver" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
 {% endfor %}
+</div>
 
 <!-- /sponsors -->
 
@@ -73,6 +82,44 @@ The key features are:
 
 ## Opinions { #opinions }
 
+<!-- only-mkdocs -->
+<div class="fastapi-opinions" data-fastapi-opinions>
+  <div class="fastapi-opinions__tabs" role="tablist" aria-label="Companies using FastAPI">
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-microsoft" aria-controls="fo-panel-microsoft" aria-selected="true" tabindex="0">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/microsoft.svg" alt="Microsoft" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-uber" aria-controls="fo-panel-uber" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/uber.svg" alt="Uber" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-netflix" aria-controls="fo-panel-netflix" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/netflix.svg" alt="Netflix" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-cisco" aria-controls="fo-panel-cisco" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/cisco.svg" alt="Cisco" loading="lazy"></span>
+    </button>
+  </div>
+
+  <div class="fastapi-opinions__panel" id="fo-panel-microsoft" role="tabpanel" aria-labelledby="fo-tab-microsoft" tabindex="0">
+    <blockquote class="fastapi-opinions__quote">"I'm using <strong>FastAPI</strong> a ton these days. I'm actually planning to use it for all of my team's <strong>ML services at Microsoft</strong>. Some of them are getting integrated into the core <strong>Windows</strong> product and some <strong>Office</strong> products."</blockquote>
+    <div class="fastapi-opinions__attr">— Kabir Khan, <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">"We adopted the <strong>FastAPI</strong> library to spawn a <strong>REST</strong> server that can be queried to obtain <strong>predictions</strong>." <em>[for Ludwig]</em></blockquote>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">"<strong>Netflix</strong> is pleased to announce the open-source release of our <strong>crisis management</strong> orchestration framework: <strong>Dispatch</strong>!" <em>[built with FastAPI]</em></blockquote>
+    <div class="fastapi-opinions__attr">— Kevin Glisson, Marc Vilanova, Forest Monsen, <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-cisco" role="tabpanel" aria-labelledby="fo-tab-cisco" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">"If anyone is looking to build a production Python API, I would highly recommend <strong>FastAPI</strong>. It is <strong>beautifully designed</strong>, <strong>simple to use</strong> and <strong>highly scalable</strong> — it has become a <strong>key component</strong> in our API-first development strategy."</blockquote>
+    <div class="fastapi-opinions__attr">— Deon Pillsbury, <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/">(ref)</a></div>
+  </div>
+</div>
+<!-- /only-mkdocs -->
+
+<div class="only-github" markdown="1">
+
 "_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"
 
 <div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26"><small>(ref)</small></a></div>
@@ -91,37 +138,25 @@ The key features are:
 
 ---
 
-"_I’m over the moon excited about **FastAPI**. It’s so fun!_"
-
-<div style="text-align: right; margin-right: 10%;">Brian Okken - <strong><a href="https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855">Python Bytes</a> podcast host</strong> <a href="https://x.com/brianokken/status/1112220079972728832"><small>(ref)</small></a></div>
-
----
-
-"_Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that._"
-
-<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong><a href="https://github.com/hugapi/hug">Hug</a> creator</strong> <a href="https://news.ycombinator.com/item?id=19455465"><small>(ref)</small></a></div>
-
----
-
-"_If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]_"
-
-"_We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]_"
-
-<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong><a href="https://explosion.ai">Explosion AI</a> founders - <a href="https://spacy.io">spaCy</a> creators</strong> <a href="https://x.com/_inesmontani/status/1144173225322143744"><small>(ref)</small></a> - <a href="https://x.com/honnibal/status/1144031421859655680"><small>(ref)</small></a></div>
-
----
-
 "_If anyone is looking to build a production Python API, I would highly recommend **FastAPI**. It is **beautifully designed**, **simple to use** and **highly scalable**, it has become a **key component** in our API first development strategy and is driving many automations and services such as our Virtual TAC Engineer._"
 
 <div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/"><small>(ref)</small></a></div>
 
 ---
 
+</div>
+
+## FastAPI Conf { #fastapi-conf }
+
+[**FastAPI Conf '26**](https://fastapiconf.com) is happening on **October 28, 2026** in **Amsterdam, NL**. All about FastAPI, right from the source. 🎤
+
+<a class="fastapi-feature-banner" href="https://fastapiconf.com"><img src="https://fastapi.tiangolo.com/img/fastapi-conf.jpeg" alt="FastAPI Conf '26 - October 28, 2026 - Amsterdam, NL"></a>
+
 ## FastAPI mini documentary { #fastapi-mini-documentary }
 
 There's a [FastAPI mini documentary](https://www.youtube.com/watch?v=mpR8ngthqiE) released at the end of 2025, you can watch it online:
 
-<a href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini Documentary"></a>
+<a class="fastapi-feature-banner" href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini Documentary"></a>
 
 ## **Typer**, the FastAPI of CLIs { #typer-the-fastapi-of-clis }
 

docs/en/docs/js/custom.js

@@ -201,11 +201,49 @@ function openLinksInNewTab() {
     });
 }
 
+function setupOpinionsTabs() {
+    const root = document.querySelector('.fastapi-opinions');
+    if (!root) return;
+    const tabs = Array.from(root.querySelectorAll('[role="tab"]'));
+    const panels = Array.from(root.querySelectorAll('[role="tabpanel"]'));
+    if (!tabs.length) return;
+
+    function activate(tab, focus) {
+        tabs.forEach(t => {
+            const selected = t === tab;
+            t.setAttribute('aria-selected', selected ? 'true' : 'false');
+            t.setAttribute('tabindex', selected ? '0' : '-1');
+        });
+        const targetId = tab.getAttribute('aria-controls');
+        panels.forEach(p => {
+            if (p.id === targetId) p.removeAttribute('hidden');
+            else p.setAttribute('hidden', '');
+        });
+        if (focus) tab.focus();
+    }
+
+    tabs.forEach((tab, i) => {
+        tab.addEventListener('click', () => activate(tab, false));
+        tab.addEventListener('keydown', (e) => {
+            let next = null;
+            if (e.key === 'ArrowRight') next = tabs[(i + 1) % tabs.length];
+            else if (e.key === 'ArrowLeft') next = tabs[(i - 1 + tabs.length) % tabs.length];
+            else if (e.key === 'Home') next = tabs[0];
+            else if (e.key === 'End') next = tabs[tabs.length - 1];
+            if (next) {
+                e.preventDefault();
+                activate(next, true);
+            }
+        });
+    });
+}
+
 async function main() {
     setupTermynal();
     showRandomAnnouncement('announce-left', 5000)
     handleSponsorImages();
     openLinksInNewTab();
+    setupOpinionsTabs();
 }
 document$.subscribe(() => {
     main()

docs/en/docs/python-types.md

@@ -172,7 +172,7 @@ As the list is a type that contains some internal types, you put them in square
 
 {* ../../docs_src/python_types/tutorial006_py310.py hl[1] *}
 
-/// info
+/// note
 
 Those internal types in the square brackets are called "type parameters".
 
@@ -283,7 +283,7 @@ An example from the official Pydantic docs:
 
 {* ../../docs_src/python_types/tutorial011_py310.py *}
 
-/// info
+/// note
 
 To learn more about [Pydantic, check its docs](https://docs.pydantic.dev/).
 
@@ -341,7 +341,7 @@ This might all sound abstract. Don't worry. You'll see all this in action in the
 
 The important thing is that by using standard Python types, in a single place (instead of adding more classes, decorators, etc), **FastAPI** will do a lot of the work for you.
 
-/// info
+/// note
 
 If you already went through all the tutorial and came back to see more about types, a good resource is [the "cheat sheet" from `mypy`](https://mypy.readthedocs.io/en/latest/cheat_sheet_py3.html).
 

docs/en/docs/release-notes.md

@@ -7,8 +7,45 @@ hide:
 
 ## Latest Changes
 
+### Docs
+
+* 📝 Update docs, simplify usage of admonitions, only default ones. PR [#15553](https://github.com/fastapi/fastapi/pull/15553) by [@tiangolo](https://github.com/tiangolo).
+* 📝 Fix image URLs in `index.md`. PR [#15534](https://github.com/fastapi/fastapi/pull/15534) by [@YuriiMotov](https://github.com/YuriiMotov).
+* ✏️ Fix Azkaban spelling typo in `virtual-environments.md‎`. PR [#15463](https://github.com/fastapi/fastapi/pull/15463) by [@isaacbernat](https://github.com/isaacbernat).
+* 💄 Improve layout and styling. PR [#15462](https://github.com/fastapi/fastapi/pull/15462) by [@alejsdev](https://github.com/alejsdev).
+* 💄 Refactor opinions section with interactive tabs and new logos. PR [#15458](https://github.com/fastapi/fastapi/pull/15458) by [@alejsdev](https://github.com/alejsdev).
+* 📝 Add FastAPI Conf '26 announcement to docs. PR [#15457](https://github.com/fastapi/fastapi/pull/15457) by [@alejsdev](https://github.com/alejsdev).
+
+### Translations
+
+* 🌐 Update translations for ja (update-outdated). PR [#15530](https://github.com/fastapi/fastapi/pull/15530) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for uk (update-outdated). PR [#15529](https://github.com/fastapi/fastapi/pull/15529) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for pt (update-outdated). PR [#15528](https://github.com/fastapi/fastapi/pull/15528) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for de (update-outdated). PR [#15527](https://github.com/fastapi/fastapi/pull/15527) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for tr (update-outdated). PR [#15526](https://github.com/fastapi/fastapi/pull/15526) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for ko (update-outdated). PR [#15525](https://github.com/fastapi/fastapi/pull/15525) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for zh-hant (update-outdated). PR [#15524](https://github.com/fastapi/fastapi/pull/15524) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for fr (update-outdated). PR [#15522](https://github.com/fastapi/fastapi/pull/15522) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for es (update-outdated). PR [#15523](https://github.com/fastapi/fastapi/pull/15523) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for zh (update-outdated). PR [#15520](https://github.com/fastapi/fastapi/pull/15520) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for ru (update-outdated). PR [#15521](https://github.com/fastapi/fastapi/pull/15521) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Fix typos in Spanish LLM-prompt. PR [#15472](https://github.com/fastapi/fastapi/pull/15472) by [@crr004](https://github.com/crr004).
+
 ### Internal
 
+* 🔒️ Only allow team members to modify dependencies. PR [#15548](https://github.com/fastapi/fastapi/pull/15548) by [@svlandeg](https://github.com/svlandeg).
+* ⬆ Bump actions/add-to-project from 1.0.2 to 2.0.0. PR [#15490](https://github.com/fastapi/fastapi/pull/15490) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⬆ Bump actions/labeler from 6.0.1 to 6.1.0. PR [#15507](https://github.com/fastapi/fastapi/pull/15507) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* 🔧 Remove Ruff ignored rule for tabs. PR [#15533](https://github.com/fastapi/fastapi/pull/15533) by [@tiangolo](https://github.com/tiangolo).
+* 🔧 Update sponsors badge. PR [#15532](https://github.com/fastapi/fastapi/pull/15532) by [@tiangolo](https://github.com/tiangolo).
+* 🔧 Add sponsor: TalorData. PR [#15531](https://github.com/fastapi/fastapi/pull/15531) by [@tiangolo](https://github.com/tiangolo).
+* ⬆ Bump ty from 0.0.21 to 0.0.34. PR [#15443](https://github.com/fastapi/fastapi/pull/15443) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⬆ Bump pydantic from 2.13.2 to 2.13.3. PR [#15444](https://github.com/fastapi/fastapi/pull/15444) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* 👷 Add pre-commit to check typos. PR [#15482](https://github.com/fastapi/fastapi/pull/15482) by [@tiangolo](https://github.com/tiangolo).
+* 👥 Update FastAPI GitHub topic repositories. PR [#15470](https://github.com/fastapi/fastapi/pull/15470) by [@tiangolo](https://github.com/tiangolo).
+* 👥 Update FastAPI People - Experts. PR [#15471](https://github.com/fastapi/fastapi/pull/15471) by [@tiangolo](https://github.com/tiangolo).
+* 👥 Update FastAPI People - Contributors and Translators. PR [#15467](https://github.com/fastapi/fastapi/pull/15467) by [@tiangolo](https://github.com/tiangolo).
+* 👷 Fix missing credentials issue in `translate` workflow. PR [#15468](https://github.com/fastapi/fastapi/pull/15468) by [@YuriiMotov](https://github.com/YuriiMotov).
 * ⬆ Bump sqlmodel from 0.0.32 to 0.0.38. PR [#15437](https://github.com/fastapi/fastapi/pull/15437) by [@dependabot[bot]](https://github.com/apps/dependabot).
 * ⬆ Bump CodSpeedHQ/action from 4.12.1 to 4.14.0. PR [#15436](https://github.com/fastapi/fastapi/pull/15436) by [@dependabot[bot]](https://github.com/apps/dependabot).
 * ⬆ Bump pydantic from 2.12.5 to 2.13.2. PR [#15439](https://github.com/fastapi/fastapi/pull/15439) by [@dependabot[bot]](https://github.com/apps/dependabot).

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

@@ -4,7 +4,7 @@ If you are building an application or a web API, it's rarely the case that you c
 
 **FastAPI** provides a convenience tool to structure your application while keeping all the flexibility.
 
-/// info
+/// note
 
 If you come from Flask, this would be the equivalent of Flask's Blueprints.
 
@@ -194,7 +194,7 @@ Having `dependencies` in the `APIRouter` can be used, for example, to require au
 
 ///
 
-/// check
+/// tip
 
 The `prefix`, `tags`, `responses`, and `dependencies` parameters are (as in many other cases) just a feature from **FastAPI** to help you avoid code duplication.
 
@@ -339,7 +339,7 @@ We could also import them like:
 from app.routers import items, users
 ```
 
-/// info
+/// note
 
 The first version is a "relative import":
 
@@ -382,7 +382,7 @@ Now, let's include the `router`s from the submodules `users` and `items`:
 
 {* ../../docs_src/bigger_applications/app_an_py310/main.py hl[10:11] title["app/main.py"] *}
 
-/// info
+/// note
 
 `users.router` contains the `APIRouter` inside of the file `app/routers/users.py`.
 
@@ -402,7 +402,7 @@ So, behind the scenes, it will actually work as if everything was the same singl
 
 ///
 
-/// check
+/// tip
 
 You don't have to worry about performance when including routers.
 
@@ -451,7 +451,7 @@ Here we do it... just to show that we can 🤷:
 
 and it will work correctly, together with all the other *path operations* added with `app.include_router()`.
 
-/// info | Very Technical Details
+/// note | Very Technical Details
 
 **Note**: this is a very technical detail that you probably can **just skip**.
 

docs/en/docs/tutorial/body-multiple-params.md

@@ -111,7 +111,7 @@ For example:
 {* ../../docs_src/body_multiple_params/tutorial004_an_py310.py hl[28] *}
 
 
-/// info
+/// note
 
 `Body` also has all the same extra validation and metadata parameters as `Query`, `Path` and others you will see later.
 

docs/en/docs/tutorial/body-nested-models.md

@@ -136,7 +136,7 @@ This will expect (convert, validate, document, etc.) a JSON body like:
 }
 ```
 
-/// info
+/// note
 
 Notice how the `images` key now has a list of image objects.
 
@@ -148,7 +148,7 @@ You can define arbitrarily deeply nested models:
 
 {* ../../docs_src/body_nested_models/tutorial007_py310.py hl[7,12,18,21,25] *}
 
-/// info
+/// note
 
 Notice how `Offer` has a list of `Item`s, which in turn have an optional list of `Image`s
 

docs/en/docs/tutorial/body.md

@@ -8,7 +8,7 @@ Your API almost always has to send a **response** body. But clients don't necess
 
 To declare a **request** body, you use [Pydantic](https://docs.pydantic.dev/) models with all their power and benefits.
 
-/// info
+/// note
 
 To send data, you should use one of: `POST` (the more common), `PUT`, `DELETE` or `PATCH`.
 

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

@@ -32,7 +32,7 @@ You can see the defined cookies in the docs UI at `/docs`:
 <img src="/img/tutorial/cookie-param-models/image01.png">
 </div>
 
-/// info
+/// note
 
 Have in mind that, as **browsers handle cookies** in special ways and behind the scenes, they **don't** easily allow **JavaScript** to touch them.
 

docs/en/docs/tutorial/cookie-params.md

@@ -24,13 +24,13 @@ But remember that when you import `Query`, `Path`, `Cookie` and others from `fas
 
 ///
 
-/// info
+/// note
 
 To declare cookies, you need to use `Cookie`, because otherwise the parameters would be interpreted as query parameters.
 
 ///
 
-/// info
+/// note
 
 Have in mind that, as **browsers handle cookies** in special ways and behind the scenes, they **don't** easily allow **JavaScript** to touch them.
 

docs/en/docs/tutorial/debugging.md

@@ -72,7 +72,7 @@ So, the line:
 
 will not be executed.
 
-/// info
+/// note
 
 For more information, check [the official Python docs](https://docs.python.org/3/library/__main__.html).
 

docs/en/docs/tutorial/dependencies/dependencies-in-path-operation-decorators.md

@@ -28,7 +28,7 @@ It might also help avoid confusion for new developers that see an unused paramet
 
 ///
 
-/// info
+/// note
 
 In this example we use invented custom headers `X-Key` and `X-Token`.
 

docs/en/docs/tutorial/dependencies/dependencies-with-yield.md

@@ -170,7 +170,7 @@ participant tasks as Background tasks
     end
 ```
 
-/// info
+/// note
 
 Only **one response** will be sent to the client. It might be one of the error responses or it will be the response from the *path operation*.
 

docs/en/docs/tutorial/dependencies/index.md

@@ -51,7 +51,7 @@ In this case, this dependency expects:
 
 And then it just returns a `dict` containing those values.
 
-/// info
+/// note
 
 FastAPI added support for `Annotated` (and started recommending it) in version 0.95.0.
 
@@ -106,7 +106,7 @@ common_parameters --> read_users
 
 This way you write shared code once and **FastAPI** takes care of calling it for your *path operations*.
 
-/// check
+/// tip
 
 Notice that you don't have to create a special class and pass it somewhere to **FastAPI** to "register" it or anything similar.
 

docs/en/docs/tutorial/dependencies/sub-dependencies.md

@@ -35,7 +35,7 @@ Then we can use the dependency with:
 
 {* ../../docs_src/dependencies/tutorial005_an_py310.py hl[23] *}
 
-/// info
+/// note
 
 Notice that we are only declaring one dependency in the *path operation function*, the `query_or_cookie_extractor`.
 

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

@@ -270,7 +270,7 @@ https://example.com/items/foo
 /items/foo
 ```
 
-/// info
+/// note
 
 A "path" is also commonly called an "endpoint" or a "route".
 
@@ -322,7 +322,7 @@ The `@app.get("/")` tells **FastAPI** that the function right below is in charge
 * the path `/`
 * using a <dfn title="an HTTP GET method"><code>get</code> operation</dfn>
 
-/// info | `@decorator` Info
+/// note | `@decorator` Info
 
 That `@something` syntax in Python is called a "decorator".
 

docs/en/docs/tutorial/header-params.md

@@ -24,7 +24,7 @@ But remember that when you import `Query`, `Path`, `Header`, and others from `fa
 
 ///
 
-/// info
+/// note
 
 To declare headers, you need to use `Header`, because otherwise the parameters would be interpreted as query parameters.
 

docs/en/docs/tutorial/metadata.md

@@ -74,7 +74,7 @@ Use the `tags` parameter with your *path operations* (and `APIRouter`s) to assig
 
 {* ../../docs_src/metadata/tutorial004_py310.py hl[21,26] *}
 
-/// info
+/// note
 
 Read more about tags in [Path Operation Configuration](path-operation-configuration.md#tags).
 

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

@@ -72,13 +72,13 @@ You can specify the response description with the parameter `response_descriptio
 
 {* ../../docs_src/path_operation_configuration/tutorial005_py310.py hl[18] *}
 
-/// info
+/// note
 
 Notice that `response_description` refers specifically to the response, the `description` refers to the *path operation* in general.
 
 ///
 
-/// check
+/// tip
 
 OpenAPI specifies that each *path operation* requires a response description.
 

docs/en/docs/tutorial/path-params-numeric-validations.md

@@ -8,7 +8,7 @@ First, import `Path` from `fastapi`, and import `Annotated`:
 
 {* ../../docs_src/path_params_numeric_validations/tutorial001_an_py310.py hl[1,3] *}
 
-/// info
+/// note
 
 FastAPI added support for `Annotated` (and started recommending it) in version 0.95.0.
 
@@ -131,7 +131,7 @@ And you can also declare numeric validations:
 * `lt`: `l`ess `t`han
 * `le`: `l`ess than or `e`qual
 
-/// info
+/// note
 
 `Query`, `Path`, and other classes you will see later are subclasses of a common `Param` class.
 

docs/en/docs/tutorial/path-params.md

@@ -20,7 +20,7 @@ You can declare the type of a path parameter in the function, using standard Pyt
 
 In this case, `item_id` is declared to be an `int`.
 
-/// check
+/// tip
 
 This will give you editor support inside of your function, with error checks, completion, etc.
 
@@ -34,7 +34,7 @@ If you run this example and open your browser at [http://127.0.0.1:8000/items/3]
 {"item_id":3}
 ```
 
-/// check
+/// tip
 
 Notice that the value your function received (and returned) is `3`, as a Python `int`, not a string `"3"`.
 
@@ -66,7 +66,7 @@ because the path parameter `item_id` had a value of `"foo"`, which is not an `in
 
 The same error would appear if you provided a `float` instead of an `int`, as in: [http://127.0.0.1:8000/items/4.2](http://127.0.0.1:8000/items/4.2)
 
-/// check
+/// tip
 
 So, with the same Python type declaration, **FastAPI** gives you data validation.
 
@@ -82,7 +82,7 @@ And when you open your browser at [http://127.0.0.1:8000/docs](http://127.0.0.1:
 
 <img src="/img/tutorial/path-params/image01.png">
 
-/// check
+/// tip
 
 Again, just with that same Python type declaration, **FastAPI** gives you automatic, interactive documentation (integrating Swagger UI).
 

docs/en/docs/tutorial/query-params-str-validations.md

@@ -29,7 +29,7 @@ To achieve that, first import:
 
 {* ../../docs_src/query_params_str_validations/tutorial002_an_py310.py hl[1,3] *}
 
-/// info
+/// note
 
 FastAPI added support for `Annotated` (and started recommending it) in version 0.95.0.
 
@@ -382,7 +382,7 @@ For example, this custom validator checks that the item ID starts with `isbn-` f
 
 {* ../../docs_src/query_params_str_validations/tutorial015_an_py310.py hl[5,16:19,24] *}
 
-/// info
+/// note
 
 This is available with Pydantic version 2 or above. 😎
 

docs/en/docs/tutorial/query-params.md

@@ -65,7 +65,7 @@ The same way, you can declare optional query parameters, by setting their defaul
 
 In this case, the function parameter `q` will be optional, and will be `None` by default.
 
-/// check
+/// tip
 
 Also notice that **FastAPI** is smart enough to notice that the path parameter `item_id` is a path parameter and `q` is not, so, it's a query parameter.
 

docs/en/docs/tutorial/request-files.md

@@ -2,7 +2,7 @@
 
 You can define files to be uploaded by the client using `File`.
 
-/// info
+/// note
 
 To receive uploaded files, first install [`python-multipart`](https://github.com/Kludex/python-multipart).
 
@@ -28,7 +28,7 @@ Create file parameters the same way you would for `Body` or `Form`:
 
 {* ../../docs_src/request_files/tutorial001_an_py310.py hl[9] *}
 
-/// info
+/// note
 
 `File` is a class that inherits directly from `Form`.
 

docs/en/docs/tutorial/request-form-models.md

@@ -2,7 +2,7 @@
 
 You can use **Pydantic models** to declare **form fields** in FastAPI.
 
-/// info
+/// note
 
 To use forms, first install [`python-multipart`](https://github.com/Kludex/python-multipart).
 

docs/en/docs/tutorial/request-forms-and-files.md

@@ -2,7 +2,7 @@
 
 You can define files and form fields at the same time using `File` and `Form`.
 
-/// info
+/// note
 
 To receive uploaded files and/or form data, first install [`python-multipart`](https://github.com/Kludex/python-multipart).
 

docs/en/docs/tutorial/request-forms.md

@@ -2,7 +2,7 @@
 
 When you need to receive form fields instead of JSON, you can use `Form`.
 
-/// info
+/// note
 
 To use forms, first install [`python-multipart`](https://github.com/Kludex/python-multipart).
 
@@ -32,7 +32,7 @@ The <dfn title="specification">spec</dfn> requires the fields to be exactly name
 
 With `Form` you can declare the same configurations as with `Body` (and `Query`, `Path`, `Cookie`), including validation, examples, an alias (e.g. `user-name` instead of `username`), etc.
 
-/// info
+/// note
 
 `Form` is a class that inherits directly from `Body`.
 

docs/en/docs/tutorial/response-model.md

@@ -72,7 +72,7 @@ Here we are declaring a `UserIn` model, it will contain a plaintext password:
 
 {* ../../docs_src/response_model/tutorial002_py310.py hl[7,9] *}
 
-/// info
+/// note
 
 To use `EmailStr`, first install [`email-validator`](https://github.com/JoshData/python-email-validator).
 
@@ -251,7 +251,7 @@ So, if you send a request to that *path operation* for the item with ID `foo`, t
 }
 ```
 
-/// info
+/// note
 
 You can also use:
 

docs/en/docs/tutorial/response-status-code.md

@@ -18,7 +18,7 @@ Notice that `status_code` is a parameter of the "decorator" method (`get`, `post
 
 The `status_code` parameter receives a number with the HTTP status code.
 
-/// info
+/// note
 
 `status_code` can alternatively also receive an `IntEnum`, such as Python's [`http.HTTPStatus`](https://docs.python.org/3/library/http.html#http.HTTPStatus).
 

docs/en/docs/tutorial/schema-extra-example.md

@@ -24,7 +24,7 @@ For example you could use it to add metadata for a frontend user interface, etc.
 
 ///
 
-/// info
+/// note
 
 OpenAPI 3.1.0 (used since FastAPI 0.99.0) added support for `examples`, which is part of the **JSON Schema** standard.
 
@@ -155,7 +155,7 @@ OpenAPI also added `example` and `examples` fields to other parts of the specifi
     * `File()`
     * `Form()`
 
-/// info
+/// note
 
 This old OpenAPI-specific `examples` parameter is now `openapi_examples` since FastAPI `0.103.0`.
 
@@ -171,7 +171,7 @@ And now this new `examples` field takes precedence over the old single (and cust
 
 This new `examples` field in JSON Schema is **just a `list`** of examples, not a dict with extra metadata as in the other places in OpenAPI (described above).
 
-/// info
+/// note
 
 Even after OpenAPI 3.1.0 was released with this new simpler integration with JSON Schema, for a while, Swagger UI, the tool that provides the automatic docs, didn't support OpenAPI 3.1.0 (it does since version 5.0.0 🎉).
 

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

@@ -24,7 +24,7 @@ Copy the example in a file `main.py`:
 
 ## Run it { #run-it }
 
-/// info
+/// note
 
 The [`python-multipart`](https://github.com/Kludex/python-multipart) package is automatically installed with **FastAPI** when you run the `pip install "fastapi[standard]"` command.
 
@@ -60,7 +60,7 @@ You will see something like this:
 
 <img src="/img/tutorial/security/image01.png">
 
-/// check | Authorize button!
+/// tip | Authorize button!
 
 You already have a shiny new "Authorize" button.
 
@@ -118,7 +118,7 @@ So, let's review it from that simplified point of view:
 
 In this example we are going to use **OAuth2**, with the **Password** flow, using a **Bearer** token. We do that using the `OAuth2PasswordBearer` class.
 
-/// info
+/// note
 
 A "bearer" token is not the only option.
 
@@ -148,7 +148,7 @@ This parameter doesn't create that endpoint / *path operation*, but declares tha
 
 We will soon also create the actual path operation.
 
-/// info
+/// note
 
 If you are a very strict "Pythonista" you might dislike the style of the parameter name `tokenUrl` instead of `token_url`.
 
@@ -176,7 +176,7 @@ This dependency will provide a `str` that is assigned to the parameter `token` o
 
 **FastAPI** will know that it can use this dependency to define a "security scheme" in the OpenAPI schema (and the automatic API docs).
 
-/// info | Technical Details
+/// note | Technical Details
 
 **FastAPI** will know that it can use the class `OAuth2PasswordBearer` (declared in a dependency) to define the security scheme in OpenAPI because it inherits from `fastapi.security.oauth2.OAuth2`, which in turn inherits from `fastapi.security.base.SecurityBase`.
 

docs/en/docs/tutorial/security/get-current-user.md

@@ -52,7 +52,7 @@ Here **FastAPI** won't get confused because you are using `Depends`.
 
 ///
 
-/// check
+/// tip
 
 The way this dependency system is designed allows us to have different dependencies (different "dependables") that all return a `User` model.
 

docs/en/docs/tutorial/security/oauth2-jwt.md

@@ -42,7 +42,7 @@ $ pip install pyjwt
 
 </div>
 
-/// info
+/// note
 
 If you are planning to use digital signature algorithms like RSA or ECDSA, you should install the cryptography library dependency `pyjwt[crypto]`.
 
@@ -213,7 +213,7 @@ Using the credentials:
 Username: `johndoe`
 Password: `secret`
 
-/// check
+/// tip
 
 Notice that nowhere in the code is the plaintext password "`secret`", we only have the hashed version.
 

docs/en/docs/tutorial/security/simple-oauth2.md

@@ -32,7 +32,7 @@ They are normally used to declare specific security permissions, for example:
 * `instagram_basic` is used by Facebook / Instagram.
 * `https://www.googleapis.com/auth/drive` is used by Google.
 
-/// info
+/// note
 
 In OAuth2 a "scope" is just a string that declares a specific permission required.
 
@@ -72,7 +72,7 @@ If you need to enforce it, use `OAuth2PasswordRequestFormStrict` instead of `OAu
 * An optional `client_id` (we don't need it for our example).
 * An optional `client_secret` (we don't need it for our example).
 
-/// info
+/// note
 
 The `OAuth2PasswordRequestForm` is not a special class for **FastAPI** as is `OAuth2PasswordBearer`.
 
@@ -144,7 +144,7 @@ UserInDB(
 )
 ```
 
-/// info
+/// note
 
 For a more complete explanation of `**user_dict` check back in [the documentation for **Extra Models**](../extra-models.md#about-user-in-dict).
 
@@ -196,7 +196,7 @@ So, in our endpoint, we will only get a user if the user exists, was correctly a
 
 {* ../../docs_src/security/tutorial003_an_py310.py hl[58:66,69:74,94] *}
 
-/// info
+/// note
 
 The additional header `WWW-Authenticate` with value `Bearer` we are returning here is also part of the spec.
 

docs/en/docs/tutorial/server-sent-events.md

@@ -4,7 +4,7 @@ You can stream data to the client using **Server-Sent Events** (SSE).
 
 This is similar to [Stream JSON Lines](stream-json-lines.md), but uses the `text/event-stream` format, which is supported natively by browsers with the [`EventSource` API](https://developer.mozilla.org/en-US/docs/Web/API/EventSource).
 
-/// info
+/// note
 
 Added in FastAPI 0.135.0.
 

docs/en/docs/tutorial/stream-json-lines.md

@@ -2,7 +2,7 @@
 
 You could have a sequence of data that you would like to send in a "**stream**", you could do it with **JSON Lines**.
 
-/// info
+/// note
 
 Added in FastAPI 0.134.0.
 
@@ -48,7 +48,7 @@ A response would have a content type of `application/jsonl` (instead of `applica
 
 It's very similar to a JSON array (equivalent of a Python list), but instead of being wrapped in `[]` and having `,` between the items, it has **one JSON object per line**, they are separated by a new line character.
 
-/// info
+/// note
 
 The important point is that your app will be able to produce each line in turn, while the client consumes the previous lines.
 

docs/en/docs/tutorial/testing.md

@@ -8,7 +8,7 @@ With it, you can use [pytest](https://docs.pytest.org/) directly with **FastAPI*
 
 ## Using `TestClient` { #using-testclient }
 
-/// info
+/// note
 
 To use `TestClient`, first install [`httpx`](https://www.python-httpx.org).
 
@@ -144,7 +144,7 @@ E.g.:
 
 For more information about how to pass data to the backend (using `httpx` or the `TestClient`) check the [HTTPX documentation](https://www.python-httpx.org).
 
-/// info
+/// note
 
 Note that the `TestClient` receives data that can be converted to JSON, not Pydantic models.
 

docs/en/docs/virtual-environments.md

@@ -2,7 +2,7 @@
 
 When you work in Python projects you probably should use a **virtual environment** (or a similar mechanism) to isolate the packages you install for each project.
 
-/// info
+/// note
 
 If you already know about virtual environments, how to create them and use them, you might want to skip this section. 🤓
 
@@ -18,7 +18,7 @@ A **virtual environment** is a directory with some files in it.
 
 ///
 
-/// info
+/// note
 
 This page will teach you how to use **virtual environments** and how they work.
 
@@ -819,7 +819,7 @@ Traceback (most recent call last):
 
 </div>
 
-But if you deactivate the virtual environment and activate the new one for `prisoner-of-askaban` then when you run `python` it will use the Python from the virtual environment in `prisoner-of-azkaban`.
+But if you deactivate the virtual environment and activate the new one for `prisoner-of-azkaban` then when you run `python` it will use the Python from the virtual environment in `prisoner-of-azkaban`.
 
 <div class="termy">
 

docs/en/mkdocs.yml

@@ -290,7 +290,10 @@ markdown_extensions:
       format: !!python/name:pymdownx.superfences.fence_code_format ''
   pymdownx.tilde: null
   pymdownx.blocks.admonition:
+    # TODO: remove types section (with custom types) once translations are migrated to
+    # not use custom types too
     types:
+    # Default types
     - note
     - attention
     - caution
@@ -299,6 +302,7 @@ markdown_extensions:
     - tip
     - hint
     - warning
+    # Custom types
     - info
     - check
   pymdownx.blocks.details: null
@@ -327,6 +331,8 @@ extra:
     name: es - español
   - link: /fr/
     name: fr - français
+  - link: /hi/
+    name: hi - हिन्दी
   - link: /ja/
     name: ja - 日本語
   - link: /ko/

docs/en/overrides/main.html

@@ -10,6 +10,13 @@
         </span> Join the <strong>FastAPI Cloud</strong> waiting list 🚀
       </a>
     </div>
+    <div class="item">
+      <a class="announce-link" href="https://fastapiconf.com" target="_blank">
+        <span class="twemoji">
+          {% include ".icons/material/calendar-star.svg" %}
+        </span> <strong>FastAPI Conf '26</strong> — Oct 28, 2026, Amsterdam 🎤
+      </a>
+    </div>
     <div class="item">
       <a class="announce-link" href="https://x.com/fastapi" target="_blank">
         <span class="twemoji">

docs/es/docs/advanced/generate-clients.md

@@ -30,7 +30,6 @@ Su sponsorship también demuestra un fuerte compromiso con la **comunidad** de F
 
 Por ejemplo, podrías querer probar:
 
-* [Speakeasy](https://speakeasy.com/editor?utm_source=fastapi+repo&utm_medium=github+sponsorship)
 * [Stainless](https://www.stainless.com/?utm_source=fastapi&utm_medium=referral)
 * [liblab](https://developers.liblab.com/tutorials/sdk-for-fastapi?utm_source=fastapi)
 

docs/es/docs/index.md

@@ -54,18 +54,27 @@ Las funcionalidades clave son:
 
 ### Sponsor Keystone { #keystone-sponsor }
 
+<div class="fastapi-sponsors fastapi-sponsors--keystone">
 {% for sponsor in sponsors.keystone -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+<a class="fastapi-sponsors__card fastapi-sponsors__card--keystone" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}"></a>
 {% endfor -%}
+</div>
 
-### Sponsors Oro y Plata { #gold-and-silver-sponsors }
+### Sponsors Oro { #gold-sponsors }
 
+<div class="fastapi-sponsors fastapi-sponsors--gold">
 {% for sponsor in sponsors.gold -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+<a class="fastapi-sponsors__card fastapi-sponsors__card--gold" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
 {% endfor -%}
-{%- for sponsor in sponsors.silver -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+</div>
+
+### Sponsors Plata { #silver-sponsors }
+
+<div class="fastapi-sponsors fastapi-sponsors--silver">
+{% for sponsor in sponsors.silver -%}
+<a class="fastapi-sponsors__card fastapi-sponsors__card--silver" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
 {% endfor %}
+</div>
 
 <!-- /sponsors -->
 
@@ -73,7 +82,45 @@ Las funcionalidades clave son:
 
 ## Opiniones { #opinions }
 
-"_[...] Estoy usando **FastAPI** un montón estos días. [...] De hecho, estoy planeando usarlo para todos los servicios de **ML de mi equipo en Microsoft**. Algunos de ellos se están integrando en el núcleo del producto **Windows** y algunos productos de **Office**._"
+<!-- only-mkdocs -->
+<div class="fastapi-opinions" data-fastapi-opinions>
+  <div class="fastapi-opinions__tabs" role="tablist" aria-label="Companies using FastAPI">
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-microsoft" aria-controls="fo-panel-microsoft" aria-selected="true" tabindex="0">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/microsoft.svg" alt="Microsoft" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-uber" aria-controls="fo-panel-uber" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/uber.svg" alt="Uber" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-netflix" aria-controls="fo-panel-netflix" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/netflix.svg" alt="Netflix" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-cisco" aria-controls="fo-panel-cisco" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/cisco.svg" alt="Cisco" loading="lazy"></span>
+    </button>
+  </div>
+
+  <div class="fastapi-opinions__panel" id="fo-panel-microsoft" role="tabpanel" aria-labelledby="fo-tab-microsoft" tabindex="0">
+    <blockquote class="fastapi-opinions__quote">"Estoy usando <strong>FastAPI</strong> un montón estos días. De hecho, estoy planeando usarlo para todos los <strong>servicios de ML de mi equipo en Microsoft</strong>. Algunos de ellos se están integrando en el producto principal de <strong>Windows</strong> y algunos productos de <strong>Office</strong>."</blockquote>
+    <div class="fastapi-opinions__attr">— Kabir Khan, <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">"Adoptamos el paquete <strong>FastAPI</strong> para crear un servidor <strong>REST</strong> que pueda ser consultado para obtener <strong>predicciones</strong>." <em>[para Ludwig]</em></blockquote>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">"<strong>Netflix</strong> se complace en anunciar el lanzamiento open source de nuestro framework de orquestación de <strong>gestión de crisis</strong>: <strong>Dispatch</strong>!" <em>[construido con FastAPI]</em></blockquote>
+    <div class="fastapi-opinions__attr">— Kevin Glisson, Marc Vilanova, Forest Monsen, <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-cisco" role="tabpanel" aria-labelledby="fo-tab-cisco" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">"Si alguien está buscando construir una API de Python para producción, recomendaría altamente <strong>FastAPI</strong>. Está <strong>hermosamente diseñado</strong>, es <strong>simple de usar</strong> y <strong>altamente escalable</strong> — se ha convertido en un <strong>componente clave</strong> en nuestra estrategia de desarrollo API primero."</blockquote>
+    <div class="fastapi-opinions__attr">— Deon Pillsbury, <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/">(ref)</a></div>
+  </div>
+</div>
+<!-- /only-mkdocs -->
+
+<div class="only-github" markdown="1">
+
+"_[...] Estoy usando **FastAPI** un montón estos días. [...] De hecho, estoy planeando usarlo para todos los **servicios de ML de mi equipo en Microsoft**. Algunos de ellos se están integrando en el núcleo del producto **Windows** y algunos productos de **Office**._"
 
 <div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26"><small>(ref)</small></a></div>
 
@@ -81,47 +128,35 @@ Las funcionalidades clave son:
 
 "_Adoptamos el paquete **FastAPI** para crear un servidor **REST** que pueda ser consultado para obtener **predicciones**. [para Ludwig]_"
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, y Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
 
 ---
 
-"_**Netflix** se complace en anunciar el lanzamiento de código abierto de nuestro framework de orquestación de **gestión de crisis**: **Dispatch**! [construido con **FastAPI**]_"
+"_**Netflix** se complace en anunciar el lanzamiento open source de nuestro framework de orquestación de **gestión de crisis**: **Dispatch**! [construido con **FastAPI**]_"
 
 <div style="text-align: right; margin-right: 10%;">Kevin Glisson, Marc Vilanova, Forest Monsen - <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072"><small>(ref)</small></a></div>
 
 ---
 
-"_Estoy súper emocionado con **FastAPI**. ¡Es tan divertido!_"
-
-<div style="text-align: right; margin-right: 10%;">Brian Okken - <strong>[Python Bytes](https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855) host del podcast</strong> <a href="https://x.com/brianokken/status/1112220079972728832"><small>(ref)</small></a></div>
-
----
-
-"_Honestamente, lo que has construido parece súper sólido y pulido. En muchos aspectos, es lo que quería que **Hug** fuera; es realmente inspirador ver a alguien construir eso._"
-
-<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong>[Hug](https://github.com/hugapi/hug) creador</strong> <a href="https://news.ycombinator.com/item?id=19455465"><small>(ref)</small></a></div>
-
----
-
-"_Si estás buscando aprender un **framework moderno** para construir APIs REST, échale un vistazo a **FastAPI** [...] Es rápido, fácil de usar y fácil de aprender [...]_"
-
-"_Nos hemos cambiado a **FastAPI** para nuestras **APIs** [...] Creo que te gustará [...]_"
-
-<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong>[fundadores de Explosion AI](https://explosion.ai) - [creadores de spaCy](https://spacy.io)</strong> <a href="https://x.com/_inesmontani/status/1144173225322143744"><small>(ref)</small></a> - <a href="https://x.com/honnibal/status/1144031421859655680"><small>(ref)</small></a></div>
-
----
-
-"_Si alguien está buscando construir una API de Python para producción, altamente recomendaría **FastAPI**. Está **hermosamente diseñado**, es **simple de usar** y **altamente escalable**, se ha convertido en un **componente clave** en nuestra estrategia de desarrollo API primero y está impulsando muchas automatizaciones y servicios como nuestro Ingeniero Virtual TAC._"
+"_Si alguien está buscando construir una API de Python para producción, recomendaría altamente **FastAPI**. Está **hermosamente diseñado**, es **simple de usar** y **altamente escalable**, se ha convertido en un **componente clave** en nuestra estrategia de desarrollo API primero y está impulsando muchas automatizaciones y servicios como nuestro Ingeniero Virtual TAC._"
 
 <div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/"><small>(ref)</small></a></div>
 
 ---
 
+</div>
+
+## FastAPI Conf { #fastapi-conf }
+
+[**FastAPI Conf '26**](https://fastapiconf.com) se llevará a cabo el **28 de octubre de 2026** en **Ámsterdam, NL**. Todo sobre FastAPI, directo de la fuente. 🎤
+
+<a class="fastapi-feature-banner" href="https://fastapiconf.com"><img src="https://fastapi.tiangolo.com/img/fastapi-conf.jpeg" alt="FastAPI Conf '26 - October 28, 2026 - Amsterdam, NL"></a>
+
 ## Mini documental de FastAPI { #fastapi-mini-documentary }
 
 Hay un [mini documental de FastAPI](https://www.youtube.com/watch?v=mpR8ngthqiE) lanzado a finales de 2025, puedes verlo online:
 
-<a href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini Documentary"></a>
+<a class="fastapi-feature-banner" href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini Documentary"></a>
 
 ## **Typer**, el FastAPI de las CLIs { #typer-the-fastapi-of-clis }
 
@@ -245,7 +280,7 @@ Puedes leer más sobre esto en la [documentación del CLI de FastAPI](https://fa
 
 </details>
 
-### Revísalo { #check-it }
+### Revisa { #check-it }
 
 Abre tu navegador en [http://127.0.0.1:8000/items/5?q=somequery](http://127.0.0.1:8000/items/5?q=somequery).
 
@@ -258,7 +293,7 @@ Verás el response JSON como:
 Ya creaste una API que:
 
 * Recibe requests HTTP en los _paths_ `/` y `/items/{item_id}`.
-* Ambos _paths_ toman _operaciones_ `GET` (también conocidas como métodos HTTP).
+* Ambos _paths_ toman `GET` <em>operaciones</em> (también conocidas como _métodos_ HTTP).
 * El _path_ `/items/{item_id}` tiene un _parámetro de path_ `item_id` que debe ser un `int`.
 * El _path_ `/items/{item_id}` tiene un _parámetro de query_ `q` opcional que es un `str`.
 

docs/es/docs/virtual-environments.md

@@ -166,7 +166,7 @@ $ source .venv/Scripts/activate
 
 Cada vez que instales un **nuevo paquete** en ese entorno, **activa** el entorno de nuevo.
 
-Esto asegura que si usas un programa de **terminal (<abbr title="command line interface – interfaz de línea de comandos">CLI</abbr>)** instalado por ese paquete, uses el de tu entorno virtual y no cualquier otro que podría estar instalado globalmente, probablemente con una versión diferente a la que necesitas.
+Esto asegura que si usas un **programa de terminal (<abbr title="command line interface - interfaz de línea de comandos">CLI</abbr>)** instalado por ese paquete, uses el de tu entorno virtual y no cualquier otro que podría estar instalado globalmente, probablemente con una versión diferente a la que necesitas.
 
 ///
 
@@ -817,7 +817,7 @@ Traceback (most recent call last):
 
 </div>
 
-Pero si desactivas el entorno virtual y activas el nuevo para `prisoner-of-askaban` entonces cuando ejecutes `python` utilizará el Python del entorno virtual en `prisoner-of-azkaban`.
+Pero si desactivas el entorno virtual y activas el nuevo para `prisoner-of-azkaban` entonces cuando ejecutes `python` utilizará el Python del entorno virtual en `prisoner-of-azkaban`.
 
 <div class="termy">
 

docs/es/llm-prompt.md

@@ -49,7 +49,7 @@ For the next terms, use the following translations:
 * Deep Learning: Deep Learning (do not translate to "Aprendizaje Profundo")
 * callback hell: callback hell (do not translate to "infierno de callbacks")
 * tip: Consejo (do not translate to "tip")
-* check: Revisa (do not translate to "chequea" or "comprobación)
+* check: Revisa (do not translate to "chequea" or "comprobación")
 * Cross-Origin Resource Sharing: Cross-Origin Resource Sharing (do not translate to "Compartición de Recursos de Origen Cruzado")
 * Release Notes: Release Notes (do not translate to "Notas de la Versión")
 * Semantic Versioning: Semantic Versioning (do not translate to "Versionado Semántico")
@@ -83,8 +83,8 @@ For the next terms, use the following translations:
 * instantiate: crear un instance (do not translate to "instanciar")
 * OAuth2 Scopes: Scopes de OAuth2 (do not translate to "Alcances de OAuth2")
 * on the fly: sobre la marcha (do not translate to "al vuelo")
-* terminal: terminal (femenine, as in "la terminal")
-* terminals: terminales (plural femenine, as in "las terminales")
+* terminal: terminal (feminine, as in "la terminal")
+* terminals: terminales (plural feminine, as in "las terminales")
 * lifespan: lifespan (do not translate to "vida útil" or "tiempo de vida")
 * unload: quitar de memoria (do not translate to "descargar")
 * mount (noun): mount (do not translate to "montura")

docs/fr/docs/advanced/generate-clients.md

@@ -30,7 +30,6 @@ Leur sponsoring démontre également un fort engagement envers la **communauté*
 
 Par exemple, vous pourriez essayer :
 
-* [Speakeasy](https://speakeasy.com/editor?utm_source=fastapi+repo&utm_medium=github+sponsorship)
 * [Stainless](https://www.stainless.com/?utm_source=fastapi&utm_medium=referral)
 * [liblab](https://developers.liblab.com/tutorials/sdk-for-fastapi?utm_source=fastapi)
 

docs/fr/docs/index.md

@@ -54,18 +54,27 @@ Les principales fonctionnalités sont :
 
 ### Sponsor clé de voûte { #keystone-sponsor }
 
+<div class="fastapi-sponsors fastapi-sponsors--keystone">
 {% for sponsor in sponsors.keystone -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+<a class="fastapi-sponsors__card fastapi-sponsors__card--keystone" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}"></a>
 {% endfor -%}
+</div>
 
-### Sponsors Or et Argent { #gold-and-silver-sponsors }
+### Sponsors Or { #gold-sponsors }
 
+<div class="fastapi-sponsors fastapi-sponsors--gold">
 {% for sponsor in sponsors.gold -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+<a class="fastapi-sponsors__card fastapi-sponsors__card--gold" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
 {% endfor -%}
-{%- for sponsor in sponsors.silver -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+</div>
+
+### Sponsors Argent { #silver-sponsors }
+
+<div class="fastapi-sponsors fastapi-sponsors--silver">
+{% for sponsor in sponsors.silver -%}
+<a class="fastapi-sponsors__card fastapi-sponsors__card--silver" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
 {% endfor %}
+</div>
 
 <!-- /sponsors -->
 
@@ -73,55 +82,81 @@ Les principales fonctionnalités sont :
 
 ## Opinions { #opinions }
 
-« _[...] J'utilise beaucoup **FastAPI** ces derniers temps. [...] Je prévois de l'utiliser dans mon équipe pour tous les **services de ML chez Microsoft**. Certains d'entre eux sont intégrés au cœur de **Windows** et à certains produits **Office**._ »
+<!-- only-mkdocs -->
+<div class="fastapi-opinions" data-fastapi-opinions>
+  <div class="fastapi-opinions__tabs" role="tablist" aria-label="Entreprises utilisant FastAPI">
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-microsoft" aria-controls="fo-panel-microsoft" aria-selected="true" tabindex="0">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/microsoft.svg" alt="Microsoft" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-uber" aria-controls="fo-panel-uber" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/uber.svg" alt="Uber" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-netflix" aria-controls="fo-panel-netflix" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/netflix.svg" alt="Netflix" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-cisco" aria-controls="fo-panel-cisco" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/cisco.svg" alt="Cisco" loading="lazy"></span>
+    </button>
+  </div>
+
+  <div class="fastapi-opinions__panel" id="fo-panel-microsoft" role="tabpanel" aria-labelledby="fo-tab-microsoft" tabindex="0">
+    <blockquote class="fastapi-opinions__quote">« J'utilise énormément <strong>FastAPI</strong> ces derniers temps. Je prévois de l'utiliser pour tous les <strong>services de ML chez Microsoft</strong> de mon équipe. Certains d'entre eux sont intégrés au cœur de <strong>Windows</strong> et à certains produits <strong>Office</strong>. »</blockquote>
+    <div class="fastapi-opinions__attr">— Kabir Khan, <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">« Nous avons adopté la bibliothèque <strong>FastAPI</strong> pour lancer un serveur <strong>REST</strong> qui peut être interrogé pour obtenir des <strong>prédictions</strong>. » <em>[pour Ludwig]</em></blockquote>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">« <strong>Netflix</strong> est heureux d’annoncer la publication en open source de notre framework d’orchestration de <strong>gestion de crise</strong> : <strong>Dispatch</strong> ! » <em>[construit avec FastAPI]</em></blockquote>
+    <div class="fastapi-opinions__attr">— Kevin Glisson, Marc Vilanova, Forest Monsen, <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-cisco" role="tabpanel" aria-labelledby="fo-tab-cisco" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">« Si quelqu’un cherche à construire une API Python de production, je recommande vivement <strong>FastAPI</strong>. Il est <strong>magnifiquement conçu</strong>, <strong>simple à utiliser</strong> et <strong>hautement scalable</strong> — il est devenu un <strong>composant clé</strong> de notre stratégie de développement API-first. »</blockquote>
+    <div class="fastapi-opinions__attr">— Deon Pillsbury, <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/">(ref)</a></div>
+  </div>
+</div>
+<!-- /only-mkdocs -->
+
+<div class="only-github" markdown="1">
+
+« _[...] J'utilise **FastAPI** énormément ces derniers temps. [...] Je prévois de l'utiliser pour tous les **services de ML chez Microsoft** de mon équipe. Certains d'entre eux sont intégrés au cœur de **Windows** et à certains produits **Office**._ »
 
 <div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26"><small>(ref)</small></a></div>
 
 ---
 
-« _Nous avons adopté la bibliothèque **FastAPI** pour créer un serveur **REST** qui peut être interrogé pour obtenir des **prédictions**. [pour Ludwig]_ »
+« _Nous avons adopté la bibliothèque **FastAPI** pour lancer un serveur **REST** qui peut être interrogé pour obtenir des **prédictions**. [pour Ludwig]_ »
 
 <div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, et Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
 
 ---
 
-« _**Netflix** est heureux d'annoncer la publication en open source de notre framework d'orchestration de **gestion de crise** : **Dispatch** ! [construit avec **FastAPI**]_ »
+« _**Netflix** est heureux d’annoncer la publication en open source de notre framework d’orchestration de **gestion de crise** : **Dispatch** ! [construit avec **FastAPI**]_ »
 
 <div style="text-align: right; margin-right: 10%;">Kevin Glisson, Marc Vilanova, Forest Monsen - <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072"><small>(ref)</small></a></div>
 
 ---
 
-« _Je suis plus qu'enthousiaste à propos de **FastAPI**. C'est tellement fun !_ »
-
-<div style="text-align: right; margin-right: 10%;">Brian Okken - <strong>Animateur du podcast [Python Bytes](https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855)</strong> <a href="https://x.com/brianokken/status/1112220079972728832"><small>(ref)</small></a></div>
-
----
-
-« _Honnêtement, ce que vous avez construit a l'air super solide et soigné. À bien des égards, c'est ce que je voulais que **Hug** soit — c'est vraiment inspirant de voir quelqu'un construire ça._ »
-
-<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong>Créateur de [Hug](https://github.com/hugapi/hug)</strong> <a href="https://news.ycombinator.com/item?id=19455465"><small>(ref)</small></a></div>
-
----
-
-« _Si vous cherchez à apprendre un **framework moderne** pour créer des APIs REST, regardez **FastAPI** [...] C'est rapide, facile à utiliser et facile à apprendre [...]_ »
-
-« _Nous sommes passés à **FastAPI** pour nos **APIs** [...] Je pense que vous l'aimerez [...]_ »
-
-<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong>Fondateurs de [Explosion AI](https://explosion.ai) - Créateurs de [spaCy](https://spacy.io)</strong> <a href="https://x.com/_inesmontani/status/1144173225322143744"><small>(ref)</small></a> - <a href="https://x.com/honnibal/status/1144031421859655680"><small>(ref)</small></a></div>
-
----
-
-« _Si quelqu'un cherche à construire une API Python de production, je recommande vivement **FastAPI**. Il est **magnifiquement conçu**, **simple à utiliser** et **hautement scalable**. Il est devenu un **composant clé** de notre stratégie de développement API-first et alimente de nombreuses automatisations et services tels que notre ingénieur TAC virtuel._ »
+« _Si quelqu’un cherche à construire une API Python de production, je recommande vivement **FastAPI**. Il est **magnifiquement conçu**, **simple à utiliser** et **hautement scalable** — il est devenu un **composant clé** de notre stratégie de développement API-first._ »
 
 <div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/"><small>(ref)</small></a></div>
 
 ---
 
+</div>
+
+## FastAPI Conf { #fastapi-conf }
+
+[**FastAPI Conf '26**](https://fastapiconf.com) aura lieu le **28 octobre 2026** à **Amsterdam, NL**. Tout sur FastAPI, à la source. 🎤
+
+<a class="fastapi-feature-banner" href="https://fastapiconf.com"><img src="https://fastapi.tiangolo.com/img/fastapi-conf.jpeg" alt="FastAPI Conf '26 - 28 octobre 2026 - Amsterdam, NL"></a>
+
 ## Mini documentaire FastAPI { #fastapi-mini-documentary }
 
 Un [mini documentaire FastAPI](https://www.youtube.com/watch?v=mpR8ngthqiE) est sorti fin 2025, vous pouvez le regarder en ligne :
 
-<a href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini Documentary"></a>
+<a class="fastapi-feature-banner" href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini Documentary"></a>
 
 ## **Typer**, le FastAPI des CLIs { #typer-the-fastapi-of-clis }
 

docs/fr/docs/virtual-environments.md

@@ -819,7 +819,7 @@ Traceback (most recent call last):
 
 </div>
 
-Mais si vous désactivez l’environnement virtuel et activez le nouveau pour `prisoner-of-askaban`, alors lorsque vous exécuterez `python`, il utilisera le Python de l’environnement virtuel de `prisoner-of-azkaban`.
+Mais si vous désactivez l’environnement virtuel et activez le nouveau pour `prisoner-of-azkaban`, alors lorsque vous exécuterez `python`, il utilisera le Python de l’environnement virtuel de `prisoner-of-azkaban`.
 
 <div class="termy">
 

docs/hi/docs/_llm-test.md

@@ -0,0 +1,503 @@
+# LLM परीक्षण फ़ाइल { #llm-test-file }
+
+यह दस्तावेज़ यह परखता है कि <abbr title="Large Language Model - बड़ा भाषा मॉडल">LLM</abbr>, जो डॉक्यूमेंटेशन का अनुवाद करता है, `scripts/translate.py` में दिए गए `general_prompt` और `docs/{language code}/llm-prompt.md` में दिए गए भाषा-विशिष्ट प्रॉम्प्ट को समझता है या नहीं। भाषा-विशिष्ट प्रॉम्प्ट को `general_prompt` के साथ जोड़ा जाता है।
+
+यहाँ जो परीक्षण जोड़े गए हैं, वे भाषा-विशिष्ट प्रॉम्प्ट के सभी डिज़ाइनर्स को दिखाई देंगे।
+
+उपयोग इस प्रकार करें:
+
+* एक भाषा-विशिष्ट प्रॉम्प्ट रखें - `docs/{language code}/llm-prompt.md`।
+* इस दस्तावेज़ का अपने इच्छित लक्ष्य-भाषा में नया अनुवाद करें (उदाहरण के लिए `translate.py` के `translate-page` कमांड को देखें)। यह अनुवाद `docs/{language code}/docs/_llm-test.md` के अंतर्गत बना देगा।
+* जाँचें कि अनुवाद में सब कुछ ठीक है।
+* आवश्यकता होने पर, अपने भाषा-विशिष्ट प्रॉम्प्ट, जनरल प्रॉम्प्ट या अंग्रेज़ी दस्तावेज़ में सुधार करें।
+* फिर अनुवाद में बचे हुए मुद्दों को हाथ से ठीक करें ताकि यह एक अच्छा अनुवाद बन जाए।
+* दुबारा अनुवाद करें, इस बार अच्छा अनुवाद जगह पर रहते हुए। आदर्श परिणाम होगा कि LLM अब अनुवाद में कोई परिवर्तन न करे। इसका मतलब है कि जनरल प्रॉम्प्ट और आपका भाषा-विशिष्ट प्रॉम्प्ट जितने अच्छे हो सकते हैं उतने अच्छे हैं (कभी-कभी यह कुछ यादृच्छिक-से परिवर्तन कर देगा, कारण यह है कि [LLM नियतात्मक एल्गोरिथ्म नहीं हैं](https://doublespeak.chat/#/handbook#deterministic-output))।
+
+परीक्षण:
+
+## कोड स्निपेट्स { #code-snippets }
+
+//// tab | परीक्षण
+
+यह एक कोड स्निपेट है: `foo`। और यह एक और कोड स्निपेट है: `bar`। और एक और: `baz quux`।
+
+////
+
+//// tab | जानकारी
+
+कोड स्निपेट्स की सामग्री को ज्यों का त्यों छोड़ देना चाहिए।
+
+`scripts/translate.py` में जनरल प्रॉम्प्ट के सेक्शन `### Content of code snippets` को देखें।
+
+////
+
+## उद्धरण { #quotes }
+
+//// tab | परीक्षण
+
+कल, मेरे दोस्त ने लिखा: "अगर आप 'गलत' को सही लिखते हैं, तो आपने उसे गलत लिखा है"। जिसके जवाब में मैंने कहा: "सही, लेकिन 'गलत' गलत है '"गलत"' नहीं"।
+
+/// note | टिप्पणी
+
+LLM संभवतः इसे गलत अनुवादित करेगा। दिलचस्प यह है कि पुनः-अनुवाद करने पर क्या यह ठीक किया हुआ अनुवाद बनाए रखता है।
+
+///
+
+////
+
+//// tab | जानकारी
+
+प्रॉम्प्ट डिज़ाइनर यह चुन सकते हैं कि वे साधारण कोट्स को टाइपोग्राफ़िक कोट्स में बदलना चाहते हैं या नहीं। उन्हें ज्यों का त्यों छोड़ना भी ठीक है।
+
+उदाहरण के लिए `docs/de/llm-prompt.md` में सेक्शन `### Quotes` देखें।
+
+////
+
+## कोड स्निपेट्स में उद्धरण { #quotes-in-code-snippets }
+
+//// tab | परीक्षण
+
+`pip install "foo[bar]"`
+
+कोड स्निपेट्स में स्ट्रिंग लिटरल्स के उदाहरण: `"this"`, `'that'`.
+
+कोड स्निपेट्स में स्ट्रिंग लिटरल्स का एक कठिन उदाहरण: `f"I like {'oranges' if orange else "apples"}"`
+
+हार्डकोर: `Yesterday, my friend wrote: "If you spell incorrectly correctly, you have spelled it incorrectly". To which I answered: "Correct, but 'incorrectly' is incorrectly not '"incorrectly"'"`
+
+////
+
+//// tab | जानकारी
+
+... लेकिन, कोड स्निपेट्स के अंदर के उद्धरण ज्यों के त्यों रहने चाहिए।
+
+////
+
+## कोड ब्लॉक्स { #code-blocks }
+
+//// tab | परीक्षण
+
+एक Bash कोड उदाहरण...
+
+```bash
+# ब्रह्मांड के लिए अभिवादन प्रिंट करें
+echo "Hello universe"
+```
+
+...और एक कंसोल कोड उदाहरण...
+
+```console
+$ <font color="#4E9A06">fastapi</font> run <u style="text-decoration-style:solid">main.py</u>
+<span style="background-color:#009485"><font color="#D3D7CF"> FastAPI </font></span>  Starting server
+        Searching for package file structure
+```
+
+...और एक अन्य कंसोल कोड उदाहरण...
+
+```console
+// "Code" नाम की डायरेक्टरी बनाएँ
+$ mkdir code
+// उस डायरेक्टरी में जाएँ
+$ cd code
+```
+
+...और एक Python कोड उदाहरण...
+
+```Python
+wont_work()  # यह काम नहीं करेगा 😱
+works(foo="bar")  # यह काम करता है 🎉
+```
+
+...और बस इतना ही।
+
+////
+
+//// tab | जानकारी
+
+कोड ब्लॉक्स के अंदर के कोड में बदलाव नहीं होना चाहिए, सिवाय टिप्पणियों (comments) के।
+
+`scripts/translate.py` में जनरल प्रॉम्प्ट के सेक्शन `### Content of code blocks` को देखें।
+
+////
+
+## टैब और रंगीन बॉक्स { #tabs-and-colored-boxes }
+
+//// tab | परीक्षण
+
+/// info | जानकारी
+कुछ पाठ
+///
+
+/// note | टिप्पणी
+कुछ पाठ
+///
+
+/// note | तकनीकी विवरण
+कुछ पाठ
+///
+
+/// check | जांच
+कुछ पाठ
+///
+
+/// tip | सुझाव
+कुछ पाठ
+///
+
+/// warning | चेतावनी
+कुछ पाठ
+///
+
+/// danger | खतरा
+कुछ पाठ
+///
+
+////
+
+//// tab | जानकारी
+
+टैब और `Info`/`Note`/`Warning`/आदि ब्लॉक्स में उनके शीर्षक का अनुवाद ऊर्ध्वाधर रेखा (`|`) के बाद जोड़ा जाना चाहिए।
+
+`scripts/translate.py` में जनरल प्रॉम्प्ट के सेक्शन `### Special blocks` और `### Tab blocks` देखें।
+
+////
+
+## वेब और आंतरिक लिंक { #web-and-internal-links }
+
+//// tab | परीक्षण
+
+लिंक का टेक्स्ट अनुवादित होना चाहिए, लिंक का पता अपरिवर्तित रहे:
+
+* [ऊपर दिए गए शीर्षक का लिंक](#code-snippets)
+* [आंतरिक लिंक](index.md#installation)
+* [बाहरी लिंक](https://sqlmodel.tiangolo.com/)
+* [एक स्टाइल का लिंक](https://fastapi.tiangolo.com/css/styles.css)
+* [एक स्क्रिप्ट का लिंक](https://fastapi.tiangolo.com/js/logic.js)
+* [एक छवि का लिंक](https://fastapi.tiangolo.com/img/foo.jpg)
+
+लिंक का टेक्स्ट अनुवादित होना चाहिए, लिंक का पता अनुवाद की ओर इशारा करना चाहिए:
+
+* [FastAPI लिंक](https://fastapi.tiangolo.com/hi/)
+
+////
+
+//// tab | जानकारी
+
+लिंक अनुवादित होने चाहिए, लेकिन उनके पते अपरिवर्तित रहें। अपवाद है FastAPI डॉक्यूमेंटेशन के पेजों के पूर्ण (absolute) लिंक। उस स्थिति में लिंक अनुवाद की ओर इशारा करना चाहिए।
+
+`scripts/translate.py` में जनरल प्रॉम्प्ट के सेक्शन `### Links` देखें।
+
+////
+
+## HTML "abbr" एलिमेंट्स { #html-abbr-elements }
+
+//// tab | परीक्षण
+
+यहाँ HTML "abbr" एलिमेंट्स में लिपटी कुछ चीज़ें हैं (कुछ गढ़ी हुई भी):
+
+### abbr एक पूरा वाक्यांश देता है { #the-abbr-gives-a-full-phrase }
+
+* <abbr title="Getting Things Done - काम पूरे करना">GTD</abbr>
+* <abbr title="less than - से कम"><code>lt</code></abbr>
+* <abbr title="XML Web Token - XML वेब टोकन">XWT</abbr>
+* <abbr title="Parallel Server Gateway Interface - समानांतर सर्वर गेटवे इंटरफ़ेस">PSGI</abbr>
+
+### abbr एक पूरा वाक्यांश और उसका स्पष्टीकरण देता है { #the-abbr-gives-a-full-phrase-and-an-explanation }
+
+* <abbr title="Mozilla Developer Network - मोज़िला डेवलपर नेटवर्क: डेवलपर्स के लिए प्रलेखन, फ़ायरफ़ॉक्स टीम द्वारा लिखा गया">MDN</abbr>
+* <abbr title="Input/Output - इनपुट/आउटपुट: डिस्क का पढ़ना या लिखना, नेटवर्क संचार।">I/O</abbr>.
+
+////
+
+//// tab | जानकारी
+
+"abbr" एलिमेंट्स के "title" ऐट्रिब्यूट्स का अनुवाद कुछ विशिष्ट निर्देशों का पालन करते हुए किया जाता है।
+
+अनुवाद अपने स्वयं के "abbr" एलिमेंट्स जोड़ सकते हैं जिन्हें LLM को हटाना नहीं चाहिए। जैसे अंग्रेज़ी शब्दों को समझाने के लिए।
+
+`scripts/translate.py` में जनरल प्रॉम्प्ट के सेक्शन `### HTML abbr elements` देखें।
+
+////
+
+## HTML "dfn" एलिमेंट्स { #html-dfn-elements }
+
+* <dfn title="ऐसी मशीनों का समूह जिन्हें किसी तरह से एक-दूसरे से जुड़ने और साथ काम करने के लिए कॉन्फ़िगर किया गया है।">क्लस्टर</dfn>
+* <dfn title="मशीन लर्निंग की एक विधि जो इनपुट और आउटपुट लेयर्स के बीच कई छुपी हुई लेयर्स वाले कृत्रिम न्यूरल नेटवर्क्स का उपयोग करती है, इस प्रकार एक व्यापक आंतरिक संरचना विकसित करती है">डीप लर्निंग</dfn>
+
+## शीर्षक { #headings }
+
+//// tab | परीक्षण
+
+### एक वेबऐप विकसित करें - एक ट्यूटोरियल { #develop-a-webapp-a-tutorial }
+
+नमस्ते।
+
+### टाइप हिंट्स और -एनोटेशन्स { #type-hints-and-annotations }
+
+फिर से नमस्ते।
+
+### सुपर- और सबक्लासेज़ { #super-and-subclasses }
+
+फिर से नमस्ते।
+
+////
+
+//// tab | जानकारी
+
+शीर्षकों के लिए एकमात्र कड़ा नियम यह है कि LLM कर्ली ब्रैकेट्स के अंदर के हैश-पार्ट को अपरिवर्तित छोड़े, जिससे लिंक न टूटें।
+
+`scripts/translate.py` में जनरल प्रॉम्प्ट के सेक्शन `### Headings` देखें।
+
+कुछ भाषा-विशिष्ट निर्देशों के लिए, जैसे `docs/de/llm-prompt.md` में सेक्शन `### Headings` देखें।
+
+////
+
+## डॉक्स में प्रयुक्त शब्द { #terms-used-in-the-docs }
+
+//// tab | परीक्षण
+
+* आप
+* आपका
+
+* उदा.
+* आदि
+
+* `foo` एक `int` के रूप में
+* `bar` एक `str` के रूप में
+* `baz` एक `list` के रूप में
+
+* ट्यूटोरियल - उपयोगकर्ता गाइड
+* उन्नत उपयोगकर्ता गाइड
+* SQLModel डॉक्स
+* API डॉक्स
+* स्वचालित डॉक्स
+
+* डेटा साइंस
+* डीप लर्निंग
+* मशीन लर्निंग
+* डिपेंडेंसी इंजेक्शन
+* HTTP बेसिक ऑथेंटिकेशन
+* HTTP डाइजेस्ट
+* ISO फ़ॉरमैट
+* JSON Schema मानक
+* JSON स्कीमा
+* स्कीमा परिभाषा
+* पासवर्ड फ्लो
+* मोबाइल
+
+* अप्रचलित
+* डिज़ाइन किया गया
+* अमान्य
+* तुरंत
+* मानक
+* डिफ़ॉल्ट
+* केस-संवेदी
+* केस-असंवेदी
+
+* एप्लिकेशन को सर्व करना
+* पेज को सर्व करना
+
+* ऐप
+* एप्लिकेशन
+
+* रिक्वेस्ट
+* रिस्पांस
+* त्रुटि रिस्पांस
+
+* पाथ ऑपरेशन
+* पाथ ऑपरेशन डेकोरेटर
+* पाथ ऑपरेशन फ़ंक्शन
+
+* बॉडी
+* रिक्वेस्ट बॉडी
+* रिस्पांस बॉडी
+* JSON बॉडी
+* फॉर्म बॉडी
+* फ़ाइल बॉडी
+* फ़ंक्शन बॉडी
+
+* पैरामीटर
+* बॉडी पैरामीटर
+* पाथ पैरामीटर
+* क्वेरी पैरामीटर
+* कुकी पैरामीटर
+* हेडर पैरामीटर
+* फॉर्म पैरामीटर
+* फ़ंक्शन पैरामीटर
+
+* इवेंट
+* स्टार्टअप इवेंट
+* सर्वर का स्टार्टअप
+* शटडाउन इवेंट
+* लाइफस्पैन इवेंट
+
+* हैंडलर
+* इवेंट हैंडलर
+* एक्सेप्शन हैंडलर
+* हैंडल करना
+
+* मॉडल
+* Pydantic मॉडल
+* डेटा मॉडल
+* डेटाबेस मॉडल
+* फॉर्म मॉडल
+* मॉडल ऑब्जेक्ट
+
+* क्लास
+* बेस क्लास
+* पैरेंट क्लास
+* सबक्लास
+* चाइल्ड क्लास
+* सिब्लिंग क्लास
+* क्लास मेथड
+
+* हेडर
+* हेडर्स
+* ऑथराइज़ेशन हेडर
+* `Authorization` हेडर
+* फॉरवर्डेड हेडर
+
+* डिपेंडेंसी इंजेक्शन सिस्टम
+* डिपेंडेंसी
+* डिपेंडेबल
+* डिपेन्डन्ट
+
+* I/O बाउंड
+* CPU बाउंड
+* समकालिकता
+* समान्तरता
+* मल्टीप्रोसेसिंग
+
+* env var
+* पर्यावरण चर
+* `PATH`
+* `PATH` वेरिएबल
+
+* प्रमाणीकरण
+* प्रमाणीकरण प्रदाता
+* अधिकारीकरण
+* अधिकारीकरण फॉर्म
+* अधिकारीकरण प्रदाता
+* उपयोगकर्ता प्रमाणीकरण करता है
+* सिस्टम उपयोगकर्ता का प्रमाणीकरण करता है
+
+* CLI
+* कमांड लाइन इंटरफेस
+
+* सर्वर
+* क्लाइंट
+
+* क्लाउड प्रदाता
+* क्लाउड सेवा
+
+* विकास
+* विकास चरण
+
+* dict
+* डिक्शनरी
+* एन्युमरेशन
+* एनम
+* एनम सदस्य
+
+* एन्कोडर
+* डीकोडर
+* एन्कोड करना
+* डीकोड करना
+
+* एक्सेप्शन
+* रेज़ करना
+
+* एक्सप्रेशन
+* स्टेटमेंट
+
+* फ्रंटएंड
+* बैकएंड
+
+* GitHub चर्चा
+* GitHub इश्यू
+
+* प्रदर्शन
+* प्रदर्शन अनुकूलन
+
+* रिटर्न टाइप
+* रिटर्न वैल्यू
+
+* सुरक्षा
+* सुरक्षा स्कीम
+
+* टास्क
+* बैकग्राउंड टास्क
+* टास्क फ़ंक्शन
+
+* टेम्पलेट
+* टेम्पलेट इंजन
+
+* टाइप एनोटेशन
+* टाइप हिंट
+
+* सर्वर वर्कर
+* Uvicorn वर्कर
+* Gunicorn Worker
+* वर्कर प्रोसेस
+* वर्कर क्लास
+* वर्कलोड
+
+* डिप्लॉयमेंट
+* डिप्लॉय करना
+
+* SDK
+* सॉफ़्टवेयर डेवलपमेंट किट
+
+* `APIRouter`
+* `requirements.txt`
+* Bearer Token
+* ब्रेकिंग चेंज
+* बग
+* बटन
+* कॉल करने योग्य
+* कोड
+* कमिट
+* कॉन्टेक्स्ट मैनेजर
+* कोरूटीन
+* डेटाबेस सेशन
+* डिस्क
+* डोमेन
+* इंजन
+* नकली X
+* HTTP GET मेथड
+* आइटम
+* लाइब्रेरी
+* लाइफस्पैन
+* लॉक
+* मिडलवेयर
+* मोबाइल एप्लिकेशन
+* मॉड्यूल
+* माउंटिंग
+* नेटवर्क
+* ओरिजिन
+* ओवरराइड
+* पेलोड
+* प्रोसेसर
+* प्रॉपर्टी
+* प्रॉक्सी
+* पुल रिक्वेस्ट
+* क्वेरी
+* RAM
+* रिमोट मशीन
+* स्टेटस कोड
+* स्ट्रिंग
+* टैग
+* वेब फ़्रेमवर्क
+* वाइल्डकार्ड
+* वापस करना
+* सत्यापित करना
+
+////
+
+//// tab | जानकारी
+
+यह डॉक्स में दिखने वाले (ज़्यादातर) तकनीकी शब्दों की न तो पूर्ण और न ही मानक सूची है। यह प्रॉम्प्ट डिज़ाइनर को यह समझने में मदद कर सकती है कि किन शब्दों के लिए LLM को सहायक निर्देशों की ज़रूरत है। उदाहरण के लिए जब यह एक अच्छे अनुवाद को कमतर अनुवाद में वापस बदल देता है। या जब इसे आपकी भाषा में किसी शब्द का रूपांतरण/विभक्ति करने में समस्या होती है।
+
+उदाहरण के लिए `docs/de/llm-prompt.md` में सेक्शन `### List of English terms and their preferred German translations` देखें।
+
+////

docs/hi/docs/index.md

@@ -0,0 +1,580 @@
+# FastAPI { #fastapi }
+
+<style>
+.md-content .md-typeset h1 { display: none; }
+</style>
+
+<p align="center">
+  <a href="https://fastapi.tiangolo.com/hi"><img src="https://fastapi.tiangolo.com/img/logo-margin/logo-teal.png" alt="FastAPI"></a>
+</p>
+<p align="center">
+    <em>FastAPI फ़्रेमवर्क, उच्च प्रदर्शन, सीखने में आसान, कोड लिखने में तेज़, प्रोडक्शन के लिए तैयार</em>
+</p>
+<p align="center">
+<a href="https://github.com/fastapi/fastapi/actions?query=workflow%3ATest+event%3Apush+branch%3Amaster">
+    <img src="https://github.com/fastapi/fastapi/actions/workflows/test.yml/badge.svg?event=push&branch=master" alt="टेस्ट">
+</a>
+<a href="https://coverage-badge.samuelcolvin.workers.dev/redirect/fastapi/fastapi">
+    <img src="https://coverage-badge.samuelcolvin.workers.dev/fastapi/fastapi.svg" alt="कवरेज">
+</a>
+<a href="https://pypi.org/project/fastapi">
+    <img src="https://img.shields.io/pypi/v/fastapi?color=%2334D058&label=pypi%20package" alt="पैकेज संस्करण">
+</a>
+<a href="https://pypi.org/project/fastapi">
+    <img src="https://img.shields.io/pypi/pyversions/fastapi.svg?color=%2334D058" alt="समर्थित Python संस्करण">
+</a>
+</p>
+
+---
+
+दस्तावेज़: [https://fastapi.tiangolo.com](https://fastapi.tiangolo.com/hi)
+
+स्रोत कोड: [https://github.com/fastapi/fastapi](https://github.com/fastapi/fastapi)
+
+---
+
+FastAPI एक आधुनिक, तेज़ (उच्च-प्रदर्शन) वेब फ़्रेमवर्क है जो मानक Python type hints के आधार पर Python से APIs बनाने के लिए है।
+
+मुख्य विशेषताएँ:
+
+* तेज़: बहुत उच्च प्रदर्शन, **NodeJS** और **Go** के समकक्ष (Starlette और Pydantic की बदौलत)। [उपलब्ध सबसे तेज़ Python फ़्रेमवर्क्स में से एक](#performance)।
+* कोड लिखने में तेज़: फ़ीचर्स विकसित करने की गति लगभग 200% से 300% तक बढ़ाएँ। *
+* कम बग्स: मानवीय (डेवलपर) त्रुटियों में लगभग 40% की कमी। *
+* सहज: बेहतरीन एडिटर सपोर्ट। हर जगह <dfn title="उर्फ़: ऑटो-कम्प्लीट, ऑटोकम्प्लीशन, IntelliSense">ऑटो-कम्प्लीट</dfn>। डिबगिंग में कम समय।
+* आसान: इस्तेमाल और सीखने में आसान। दस्तावेज़ पढ़ने में कम समय।
+* संक्षिप्त: कोड डुप्लीकेशन को न्यूनतम करें। प्रत्येक parameter declaration से कई फ़ीचर्स। कम बग्स।
+* मजबूत: प्रोडक्शन-रेडी कोड प्राप्त करें। स्वतः इंटरैक्टिव दस्तावेज़ीकरण के साथ।
+* मानकों पर आधारित: APIs के खुले मानकों पर आधारित (और पूर्णतः अनुकूल): [OpenAPI](https://github.com/OAI/OpenAPI-Specification) (जिसे पहले Swagger कहा जाता था) और [JSON Schema](https://json-schema.org/)।
+
+<small>* आंतरिक डेवलपमेंट टीम द्वारा प्रोडक्शन ऐप्स बनाते समय किए गए परीक्षणों के आधार पर अनुमान।</small>
+
+## प्रायोजक { #sponsors }
+
+<!-- sponsors -->
+
+### कीस्टोन प्रायोजक { #keystone-sponsor }
+
+<div class="fastapi-sponsors fastapi-sponsors--keystone">
+{% for sponsor in sponsors.keystone -%}
+<a class="fastapi-sponsors__card fastapi-sponsors__card--keystone" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}"></a>
+{% endfor -%}
+</div>
+
+### गोल्ड प्रायोजक { #gold-sponsors }
+
+<div class="fastapi-sponsors fastapi-sponsors--gold">
+{% for sponsor in sponsors.gold -%}
+<a class="fastapi-sponsors__card fastapi-sponsors__card--gold" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
+{% endfor -%}
+</div>
+
+### सिल्वर प्रायोजक { #silver-sponsors }
+
+<div class="fastapi-sponsors fastapi-sponsors--silver">
+{% for sponsor in sponsors.silver -%}
+<a class="fastapi-sponsors__card fastapi-sponsors__card--silver" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
+{% endfor %}
+</div>
+
+<!-- /sponsors -->
+
+[अन्य प्रायोजक](https://fastapi.tiangolo.com/hi/fastapi-people/#sponsors)
+
+## विचार { #opinions }
+
+<!-- only-mkdocs -->
+<div class="fastapi-opinions" data-fastapi-opinions>
+  <div class="fastapi-opinions__tabs" role="tablist" aria-label="Companies using FastAPI">
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-microsoft" aria-controls="fo-panel-microsoft" aria-selected="true" tabindex="0">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/microsoft.svg" alt="Microsoft" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-uber" aria-controls="fo-panel-uber" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/uber.svg" alt="Uber" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-netflix" aria-controls="fo-panel-netflix" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/netflix.svg" alt="Netflix" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-cisco" aria-controls="fo-panel-cisco" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/cisco.svg" alt="Cisco" loading="lazy"></span>
+    </button>
+  </div>
+
+  <div class="fastapi-opinions__panel" id="fo-panel-microsoft" role="tabpanel" aria-labelledby="fo-tab-microsoft" tabindex="0">
+    <blockquote class="fastapi-opinions__quote">"मैं इन दिनों <strong>FastAPI</strong> का बहुत उपयोग कर रहा/रही हूँ। वास्तव में मैं अपनी टीम की <strong>Microsoft में ML सेवाओं</strong> के लिए इसे उपयोग करने की योजना बना रहा/रही हूँ। इनमें से कुछ को मुख्य <strong>Windows</strong> प्रोडक्ट और कुछ <strong>Office</strong> प्रोडक्ट्स में इंटीग्रेट किया जा रहा है।"</blockquote>
+    <div class="fastapi-opinions__attr">— कबीर खान, <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26">(संदर्भ)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">"हमने <strong>FastAPI</strong> लाइब्रेरी अपनाई ताकि एक <strong>REST</strong> सर्वर स्पॉन किया जा सके जिसे <strong>अन्दाज़ों/अनुमानों</strong> को प्राप्त करने के लिए क्वेरी किया जा सके।" <em>[Ludwig के लिए]</em></blockquote>
+    <div class="fastapi-opinions__attr">— पिएरो मोलिनो, यारोस्लाव डुडिन, साई सुमंत मिर्याला, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(संदर्भ)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">"<strong>Netflix</strong> हमारे <strong>संकट प्रबंधन</strong> ऑर्केस्ट्रेशन फ़्रेमवर्क: <strong>Dispatch</strong> के ओपन-सोर्स रिलीज़ की घोषणा करते हुए प्रसन्न है!" <em>[FastAPI के साथ बनाया गया]</em></blockquote>
+    <div class="fastapi-opinions__attr">— केविन ग्लिसन, मार्क विलानोवा, फॉरेस्ट मॉन्सेन, <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072">(संदर्भ)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-cisco" role="tabpanel" aria-labelledby="fo-tab-cisco" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">"यदि कोई प्रोडक्शन Python API बनाना चाहता है, तो मैं <strong>FastAPI</strong> की अत्यधिक अनुशंसा करूंगा/करूंगी। यह <strong>सुंदरता से डिज़ाइन</strong> किया गया है, <strong>उपयोग में सरल</strong> है और <strong>बेहद स्केलेबल</strong> है — यह हमारी API-फर्स्ट डेवलपमेंट रणनीति का <strong>मुख्य घटक</strong> बन गया है।"</blockquote>
+    <div class="fastapi-opinions__attr">— डीयोन पिल्सबरी, <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/">(संदर्भ)</a></div>
+  </div>
+</div>
+<!-- /only-mkdocs -->
+
+<div class="only-github" markdown="1">
+
+"_[...] मैं इन दिनों **FastAPI** का बहुत उपयोग कर रहा/रही हूँ। [...] वास्तव में मैं अपनी टीम की **Microsoft में ML सेवाओं** के लिए इसे उपयोग करने की योजना बना रहा/रही हूँ। इनमें से कुछ को मुख्य **Windows** प्रोडक्ट और कुछ **Office** प्रोडक्ट्स में इंटीग्रेट किया जा रहा है._"
+
+<div style="text-align: right; margin-right: 10%;">कबीर खान - <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26"><small>(संदर्भ)</small></a></div>
+
+---
+
+"_हमने **FastAPI** लाइब्रेरी अपनाई ताकि एक **REST** सर्वर स्पॉन किया जा सके जिसे **अनुमानों** को प्राप्त करने के लिए क्वेरी किया जा सके। [Ludwig के लिए]_"
+
+<div style="text-align: right; margin-right: 10%;">पिएरो मोलिनो, यारोस्लाव डुडिन, और साई सुमंत मिर्याला - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(संदर्भ)</small></a></div>
+
+---
+
+"_**Netflix** हमारे **संकट प्रबंधन** ऑर्केस्ट्रेशन फ़्रेमवर्क: **Dispatch** के ओपन-सोर्स रिलीज़ की घोषणा करते हुए प्रसन्न है! [**FastAPI** के साथ बनाया गया]_"
+
+<div style="text-align: right; margin-right: 10%;">केविन ग्लिसन, मार्क विलानोवा, फॉरेस्ट मॉन्सेन - <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072"><small>(संदर्भ)</small></a></div>
+
+---
+
+"_यदि कोई प्रोडक्शन Python API बनाना चाहता है, तो मैं **FastAPI** की अत्यधिक अनुशंसा करूंगा/करूंगी। यह **सुंदरता से डिज़ाइन** किया गया है, **उपयोग में सरल** है और **बेहद स्केलेबल** है, यह हमारी API-फ़र्स्ट डेवलपमेंट रणनीति का **मुख्य घटक** बन गया है और हमारे Virtual TAC Engineer जैसे कई ऑटोमेशन्स और सेवाओं को चला रहा है._"
+
+<div style="text-align: right; margin-right: 10%;">डीयोन पिल्सबरी - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/"><small>(संदर्भ)</small></a></div>
+
+---
+
+</div>
+
+## FastAPI कॉन्फ़ { #fastapi-conf }
+
+[**FastAPI Conf '26**](https://fastapiconf.com) **28 अक्टूबर, 2026** को **एम्स्टर्डम, नीदरलैंड्स** में हो रही है। सब कुछ FastAPI के बारे में, सीधे स्रोत से। 🎤
+
+<a class="fastapi-feature-banner" href="https://fastapiconf.com"><img src="https://fastapi.tiangolo.com/img/fastapi-conf.jpeg" alt="FastAPI Conf '26 - 28 अक्टूबर, 2026 - एम्स्टर्डम, NL"></a>
+
+## FastAPI मिनी डॉक्यूमेंट्री { #fastapi-mini-documentary }
+
+साल 2025 के अंत में एक [FastAPI मिनी डॉक्यूमेंट्री](https://www.youtube.com/watch?v=mpR8ngthqiE) रिलीज़ हुई, आप इसे ऑनलाइन देख सकते हैं:
+
+<a class="fastapi-feature-banner" href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI मिनी डॉक्यूमेंट्री"></a>
+
+## Typer, CLIs का FastAPI { #typer-the-fastapi-of-clis }
+
+<a href="https://typer.tiangolo.com"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>
+
+यदि आप वेब API के बजाय टर्मिनल में उपयोग होने वाला <abbr title="Command Line Interface - आदेश पंक्ति इंटरफ़ेस">CLI</abbr> ऐप बना रहे हैं, तो [**Typer**](https://typer.tiangolo.com/) देखें।
+
+**Typer**, FastAPI का छोटा भाई/बहन है। और इसका उद्देश्य **CLIs का FastAPI** होना है। ⌨️ 🚀
+
+## आवश्यकताएँ { #requirements }
+
+FastAPI दिग्गजों के कंधों पर खड़ा है:
+
+* वेब हिस्सों के लिए [Starlette](https://www.starlette.dev/)।
+* डेटा हिस्सों के लिए [Pydantic](https://docs.pydantic.dev/)।
+
+## स्थापना { #installation }
+
+एक [वर्चुअल एन्वायरनमेंट](https://fastapi.tiangolo.com/hi/virtual-environments/) बनाएँ और सक्रिय करें, और फिर FastAPI स्थापित करें:
+
+<div class="termy">
+
+```console
+$ pip install "fastapi[standard]"
+
+---> 100%
+```
+
+</div>
+
+नोट: सुनिश्चित करें कि आप सभी टर्मिनलों में काम करने के लिए `"fastapi[standard]"` को उद्धरण-चिह्नों में रखें।
+
+## उदाहरण { #example }
+
+### इसे बनाएँ { #create-it }
+
+`main.py` फ़ाइल बनाएँ और इसमें लिखें:
+
+```Python
+from fastapi import FastAPI
+
+app = FastAPI()
+
+
+@app.get("/")
+def read_root():
+    return {"Hello": "World"}
+
+
+@app.get("/items/{item_id}")
+def read_item(item_id: int, q: str | None = None):
+    return {"item_id": item_id, "q": q}
+```
+
+<details markdown="1">
+<summary>या <code>async def</code> का उपयोग करें...</summary>
+
+यदि आपका कोड `async` / `await` का उपयोग करता है, तो `async def` का उपयोग करें:
+
+```Python hl_lines="7  12"
+from fastapi import FastAPI
+
+app = FastAPI()
+
+
+@app.get("/")
+async def read_root():
+    return {"Hello": "World"}
+
+
+@app.get("/items/{item_id}")
+async def read_item(item_id: int, q: str | None = None):
+    return {"item_id": item_id, "q": q}
+```
+
+नोट:
+
+यदि आप नहीं जानते, तो _"जल्दी में?"_ सेक्शन देखें: दस्तावेज़ में [`async` और `await`](https://fastapi.tiangolo.com/hi/async/#in-a-hurry) के बारे में।
+
+</details>
+
+### इसे चलाएँ { #run-it }
+
+सर्वर को इस कमांड से चलाएँ:
+
+<div class="termy">
+
+```console
+$ fastapi dev
+
+ ╭────────── FastAPI CLI - Development mode ───────────╮
+ │                                                     │
+ │  Serving at: http://127.0.0.1:8000                  │
+ │                                                     │
+ │  API docs: http://127.0.0.1:8000/docs               │
+ │                                                     │
+ │  Running in development mode, for production use:   │
+ │                                                     │
+ │  fastapi run                                        │
+ │                                                     │
+ ╰─────────────────────────────────────────────────────╯
+
+INFO:     Will watch for changes in these directories: ['/home/user/code/awesomeapp']
+INFO:     Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
+INFO:     Started reloader process [2248755] using WatchFiles
+INFO:     Started server process [2248757]
+INFO:     Waiting for application startup.
+INFO:     Application startup complete.
+```
+
+</div>
+
+<details markdown="1">
+<summary><code>fastapi dev</code> कमांड के बारे में...</summary>
+
+`fastapi dev` कमांड आपका `main.py` फ़ाइल स्वतः पढ़ता है, उसमें **FastAPI** ऐप का पता लगाता है, और [Uvicorn](https://www.uvicorn.dev) का उपयोग करके सर्वर शुरू करता है।
+
+डिफ़ॉल्ट रूप से, `fastapi dev` लोकल डेवलपमेंट के लिए auto-reload सक्षम करके शुरू होगा।
+
+आप इसके बारे में और पढ़ सकते हैं: [FastAPI CLI दस्तावेज़](https://fastapi.tiangolo.com/hi/fastapi-cli/) में।
+
+</details>
+
+### इसे जाँचें { #check-it }
+
+अपने ब्राउज़र में [http://127.0.0.1:8000/items/5?q=somequery](http://127.0.0.1:8000/items/5?q=somequery) खोलें।
+
+आपको JSON प्रतिक्रिया इस प्रकार दिखेगी:
+
+```JSON
+{"item_id": 5, "q": "somequery"}
+```
+
+आपने पहले ही एक API बना ली है जो:
+
+* _paths_ `/` और `/items/{item_id}` पर HTTP अनुरोध स्वीकार करती है।
+* दोनों _paths_ `GET` <em>operations</em> लेती हैं (जिन्हें HTTP _methods_ भी कहा जाता है)।
+* _path_ `/items/{item_id}` में एक _path parameter_ `item_id` है जो `int` होना चाहिए।
+* _path_ `/items/{item_id}` में एक वैकल्पिक `str` _query parameter_ `q` है।
+
+### इंटरैक्टिव API दस्तावेज़ { #interactive-api-docs }
+
+अब [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs) पर जाएँ।
+
+आपको स्वचालित इंटरैक्टिव API दस्तावेज़ीकरण दिखेगा (जो [Swagger UI](https://github.com/swagger-api/swagger-ui) द्वारा प्रदान किया जाता है):
+
+![Swagger UI](https://fastapi.tiangolo.com/img/index/index-01-swagger-ui-simple.png)
+
+### वैकल्पिक API दस्तावेज़ { #alternative-api-docs }
+
+और अब, [http://127.0.0.1:8000/redoc](http://127.0.0.1:8000/redoc) पर जाएँ।
+
+आपको वैकल्पिक स्वचालित दस्तावेज़ीकरण दिखेगा (जो [ReDoc](https://github.com/Rebilly/ReDoc) द्वारा प्रदान किया जाता है):
+
+![ReDoc](https://fastapi.tiangolo.com/img/index/index-02-redoc-simple.png)
+
+## उदाहरण उन्नयन { #example-upgrade }
+
+अब `PUT` अनुरोध से body प्राप्त करने के लिए `main.py` फ़ाइल संशोधित करें।
+
+Pydantic की बदौलत, body को मानक Python प्रकारों से घोषित करें।
+
+```Python hl_lines="2  7-10 23-25"
+from fastapi import FastAPI
+from pydantic import BaseModel
+
+app = FastAPI()
+
+
+class Item(BaseModel):
+    name: str
+    price: float
+    is_offer: bool | None = None
+
+
+@app.get("/")
+def read_root():
+    return {"Hello": "World"}
+
+
+@app.get("/items/{item_id}")
+def read_item(item_id: int, q: str | None = None):
+    return {"item_id": item_id, "q": q}
+
+
+@app.put("/items/{item_id}")
+def update_item(item_id: int, item: Item):
+    return {"item_name": item.name, "item_id": item_id}
+```
+
+`fastapi dev` सर्वर स्वतः रीलोड होना चाहिए।
+
+### इंटरैक्टिव API दस्तावेज़ उन्नयन { #interactive-api-docs-upgrade }
+
+अब [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs) पर जाएँ।
+
+* इंटरैक्टिव API दस्तावेज़ स्वतः अपडेट हो जाएगा, नए body सहित:
+
+![Swagger UI](https://fastapi.tiangolo.com/img/index/index-03-swagger-02.png)
+
+* "Try it out" बटन पर क्लिक करें, यह आपको parameters भरने और सीधे API के साथ इंटरेक्ट करने की अनुमति देता है:
+
+![Swagger UI interaction](https://fastapi.tiangolo.com/img/index/index-04-swagger-03.png)
+
+* फिर "Execute" बटन पर क्लिक करें, यूज़र इंटरफ़ेस आपकी API से संवाद करेगा, parameters भेजेगा, परिणाम प्राप्त करेगा और उन्हें स्क्रीन पर दिखाएगा:
+
+![Swagger UI interaction](https://fastapi.tiangolo.com/img/index/index-05-swagger-04.png)
+
+### वैकल्पिक API दस्तावेज़ उन्नयन { #alternative-api-docs-upgrade }
+
+और अब, [http://127.0.0.1:8000/redoc](http://127.0.0.1:8000/redoc) पर जाएँ।
+
+* वैकल्पिक दस्तावेज़ भी नए query parameter और body को दर्शाएगा:
+
+![ReDoc](https://fastapi.tiangolo.com/img/index/index-06-redoc-02.png)
+
+### पुनरावलोकन { #recap }
+
+संक्षेप में, आप parameters, body, आदि के प्रकार फ़ंक्शन parameters के रूप में **एक बार** घोषित करते हैं।
+
+आप यह मानक आधुनिक Python प्रकारों से करते हैं।
+
+आपको किसी नई सिंटैक्स, किसी विशेष लाइब्रेरी के methods या classes, आदि सीखने की आवश्यकता नहीं है।
+
+बस मानक **Python**।
+
+उदाहरण के लिए, एक `int` के लिए:
+
+```Python
+item_id: int
+```
+
+या एक अधिक जटिल `Item` मॉडल के लिए:
+
+```Python
+item: Item
+```
+
+...और केवल उसी एक घोषणा के साथ आपको मिलता है:
+
+* एडिटर सपोर्ट, जिसमें शामिल है:
+    * कम्प्लीशन।
+    * प्रकार जाँच।
+* डेटा का वैधीकरण:
+    * जब डेटा अमान्य हो तो स्वतः और स्पष्ट त्रुटियाँ।
+    * गहराई से nested JSON objects के लिए भी वैधीकरण।
+* इनपुट डेटा का <dfn title="उर्फ़: सीरियलाइज़ेशन, पार्सिंग, मार्शलिंग">रूपांतरण</dfn>: नेटवर्क से Python डेटा और प्रकारों में। इनमें से पढ़ना:
+    * JSON।
+    * Path parameters।
+    * Query parameters।
+    * Cookies।
+    * Headers।
+    * Forms।
+    * Files।
+* आउटपुट डेटा का <dfn title="उर्फ़: सीरियलाइज़ेशन, पार्सिंग, मार्शलिंग">रूपांतरण</dfn>: Python डेटा और प्रकारों से नेटवर्क डेटा (JSON के रूप में) में:
+    * Python प्रकारों का रूपांतरण (`str`, `int`, `float`, `bool`, `list`, आदि)।
+    * `datetime` ऑब्जेक्ट्स।
+    * `UUID` ऑब्जेक्ट्स।
+    * डेटाबेस मॉडल्स।
+    * ...और बहुत कुछ।
+* स्वचालित इंटरैक्टिव API दस्तावेज़ीकरण, जिनमें 2 वैकल्पिक यूज़र इंटरफ़ेस शामिल हैं:
+    * Swagger UI।
+    * ReDoc।
+
+---
+
+पिछले कोड उदाहरण पर लौटते हुए, **FastAPI** यह करेगा:
+
+* `GET` और `PUT` अनुरोधों के लिए path में `item_id` है, यह सत्यापित करेगा।
+* `GET` और `PUT` अनुरोधों के लिए `item_id` का प्रकार `int` है, यह सत्यापित करेगा।
+    * यदि नहीं है, तो क्लाइंट को एक उपयोगी, स्पष्ट त्रुटि दिखाई देगी।
+* `GET` अनुरोधों के लिए यह जाँच करेगा कि `q` नाम का एक वैकल्पिक query parameter है (जैसे `http://127.0.0.1:8000/items/foo?q=somequery`)।
+    * क्योंकि `q` parameter `= None` के साथ घोषित है, यह वैकल्पिक है।
+    * `None` के बिना यह आवश्यक होता (जैसे `PUT` के मामले में body आवश्यक है)।
+* `/items/{item_id}` पर `PUT` अनुरोधों के लिए, body को JSON के रूप में पढ़ेगा:
+    * यह जाँचेगा कि एक आवश्यक attribute `name` है जो `str` होना चाहिए।
+    * यह जाँचेगा कि एक आवश्यक attribute `price` है जो `float` होना चाहिए।
+    * यह जाँचेगा कि एक वैकल्पिक attribute `is_offer` है, जो यदि मौजूद है तो `bool` होना चाहिए।
+    * यह सब गहराई से nested JSON objects के लिए भी काम करेगा।
+* JSON से और JSON में स्वतः रूपांतरण।
+* हर चीज़ को OpenAPI के साथ दस्तावेज़ित करेगा, जिसे निम्न द्वारा उपयोग किया जा सकता है:
+    * इंटरैक्टिव दस्तावेज़ीकरण प्रणालियाँ।
+    * कई भाषाओं के लिए स्वचालित क्लाइंट कोड जनरेशन प्रणालियाँ।
+* सीधे 2 इंटरैक्टिव दस्तावेज़ीकरण वेब इंटरफेसेज़ प्रदान करेगा।
+
+---
+
+हमने केवल सतह को छुआ है, लेकिन आपको पहले ही समझ आ गया होगा कि यह सब कैसे काम करता है।
+
+इस पंक्ति को बदलकर देखें:
+
+```Python
+    return {"item_name": item.name, "item_id": item_id}
+```
+
+...यहाँ से:
+
+```Python
+        ... "item_name": item.name ...
+```
+
+...यहाँ तक:
+
+```Python
+        ... "item_price": item.price ...
+```
+
+...और देखें कि आपका एडिटर attributes को कैसे auto-complete करेगा और उनके प्रकार जानेगा:
+
+![editor support](https://fastapi.tiangolo.com/img/vscode-completion.png)
+
+अधिक फ़ीचर्स सहित एक अधिक सम्पूर्ण उदाहरण के लिए, <a href="https://fastapi.tiangolo.com/hi/tutorial/">ट्यूटोरियल - यूज़र गाइड</a> देखें।
+
+चेतावनी: ट्यूटोरियल - यूज़र गाइड में शामिल है:
+
+* विभिन्न स्थानों से **parameters** की घोषणा: **headers**, **cookies**, **form fields** और **files**।
+* `maximum_length` या `regex` जैसी **validation constraints** कैसे सेट करें।
+* एक बहुत शक्तिशाली और उपयोग में आसान **<dfn title="उर्फ़: कॉम्पोनेंट्स, रिसोर्सेज़, प्रोवाइडर्स, सर्विसेज़, इंजेक्टेबल्स">डिपेंडेंसी इंजेक्शन</dfn>** सिस्टम।
+* सुरक्षा और प्रमाणीकरण, जिसमें **OAuth2** के साथ **JWT tokens** और **HTTP Basic** auth का समर्थन शामिल है।
+* **गहराई से nested JSON मॉडल्स** घोषित करने की अधिक उन्नत (पर समान रूप से आसान) तकनीकें (Pydantic की बदौलत)।
+* [Strawberry](https://strawberry.rocks) और अन्य लाइब्रेरीज़ के साथ **GraphQL** एकीकरण।
+* कई अतिरिक्त फ़ीचर्स (Starlette की बदौलत) जैसे:
+    * **WebSockets**
+    * HTTPX और `pytest` पर आधारित अत्यंत आसान टेस्ट्स
+    * **CORS**
+    * **Cookie Sessions**
+    * ...आदि।
+
+### अपनी ऐप परिनियोजित करें (वैकल्पिक) { #deploy-your-app-optional }
+
+आप वैकल्पिक रूप से अपनी FastAPI ऐप को [FastAPI Cloud](https://fastapicloud.com) पर डिप्लॉय कर सकते हैं, यदि अभी तक नहीं किया है तो वेटिंग लिस्ट में जुड़ें। 🚀
+
+यदि आपके पास पहले से **FastAPI Cloud** अकाउंट है (हमने आपको वेटिंग लिस्ट से आमंत्रित किया 😉), तो आप एक कमांड से अपनी एप्लिकेशन डिप्लॉय कर सकते हैं।
+
+<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>
+
+बस इतना ही! अब आप उस URL पर अपनी ऐप एक्सेस कर सकते हैं। ✨
+
+#### FastAPI Cloud के बारे में { #about-fastapi-cloud }
+
+**[FastAPI Cloud](https://fastapicloud.com)** को **FastAPI** के ही लेखक और टीम ने बनाया है।
+
+यह न्यूनतम प्रयास में किसी API को **बनाने**, **डिप्लॉय** करने और **एक्सेस** करने की प्रक्रिया को सरल बनाता है।
+
+यह FastAPI के साथ ऐप्स बनाने के उसी **डेवलपर अनुभव** को उन्हें क्लाउड में **डिप्लॉय** करने तक लाता है। 🎉
+
+FastAPI Cloud, *FastAPI and friends* ओपन सोर्स प्रोजेक्ट्स के लिए मुख्य प्रायोजक और फंडिंग प्रदाता है। ✨
+
+#### अन्य क्लाउड प्रदाताओं पर डिप्लॉय करें { #deploy-to-other-cloud-providers }
+
+FastAPI ओपन सोर्स है और मानकों पर आधारित है। आप FastAPI ऐप्स को किसी भी क्लाउड प्रदाता पर डिप्लॉय कर सकते हैं।
+
+अपने क्लाउड प्रदाता के गाइड्स का पालन करें और उनके साथ FastAPI ऐप्स डिप्लॉय करें। 🤓
+
+## प्रदर्शन { #performance }
+
+स्वतंत्र TechEmpower बेंचमार्क दिखाते हैं कि Uvicorn के तहत चलने वाले **FastAPI** एप्लीकेशन्स [उपलब्ध सबसे तेज़ Python फ़्रेमवर्क्स में से एक](https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7) हैं, केवल Starlette और Uvicorn (जो FastAPI द्वारा आंतरिक रूप से उपयोग किए जाते हैं) से नीचे। (*)
+
+इसके बारे में अधिक समझने के लिए, [बेंचमार्क्स](https://fastapi.tiangolo.com/hi/benchmarks/) सेक्शन देखें।
+
+## निर्भरताएँ { #dependencies }
+
+FastAPI, Pydantic और Starlette पर निर्भर करता है।
+
+### `standard` निर्भरताएँ { #standard-dependencies }
+
+जब आप `pip install "fastapi[standard]"` के साथ FastAPI स्थापित करते हैं, तो यह `standard` समूह की वैकल्पिक निर्भरताओं के साथ आता है:
+
+Pydantic द्वारा उपयोग किया गया:
+
+* [`email-validator`](https://github.com/JoshData/python-email-validator) - ईमेल वैधीकरण के लिए।
+
+Starlette द्वारा उपयोग किया गया:
+
+* [`httpx`](https://www.python-httpx.org) - यदि आप `TestClient` का उपयोग करना चाहते हैं तो आवश्यक।
+* [`jinja2`](https://jinja.palletsprojects.com) - यदि आप डिफ़ॉल्ट टेम्पलेट कॉन्फ़िगरेशन का उपयोग करना चाहते हैं तो आवश्यक।
+* [`python-multipart`](https://github.com/Kludex/python-multipart) - यदि आप फॉर्म <dfn title="HTTP अनुरोध से आने वाली स्ट्रिंग को Python डेटा में बदलना">"पार्सिंग"</dfn> का समर्थन करना चाहते हैं, `request.form()` के साथ, तो आवश्यक।
+
+FastAPI द्वारा उपयोग किया गया:
+
+* [`uvicorn`](https://www.uvicorn.dev) - वह सर्वर जो आपकी एप्लिकेशन को लोड और सर्व करता है। इसमें `uvicorn[standard]` शामिल है, जिसमें उच्च-प्रदर्शन सर्विंग के लिए कुछ निर्भरताएँ (जैसे `uvloop`) शामिल हैं।
+* `fastapi-cli[standard]` - `fastapi` कमांड प्रदान करने के लिए।
+    * इसमें `fastapi-cloud-cli` शामिल है, जो आपको अपनी FastAPI एप्लिकेशन को [FastAPI Cloud](https://fastapicloud.com) पर डिप्लॉय करने की अनुमति देता है।
+
+### `standard` निर्भरताओं के बिना { #without-standard-dependencies }
+
+यदि आप `standard` वैकल्पिक निर्भरताओं को शामिल नहीं करना चाहते, तो आप `pip install fastapi` के साथ स्थापित कर सकते हैं, `pip install "fastapi[standard]"` के बजाय।
+
+### `fastapi-cloud-cli` के बिना { #without-fastapi-cloud-cli }
+
+यदि आप standard निर्भरताओं के साथ लेकिन `fastapi-cloud-cli` के बिना FastAPI स्थापित करना चाहते हैं, तो `pip install "fastapi[standard-no-fastapi-cloud-cli]"` के साथ स्थापित कर सकते हैं।
+
+### अतिरिक्त वैकल्पिक निर्भरताएँ { #additional-optional-dependencies }
+
+कुछ अतिरिक्त निर्भरताएँ हैं जिन्हें आप स्थापित करना चाहेंगे।
+
+अतिरिक्त वैकल्पिक Pydantic निर्भरताएँ:
+
+* [`pydantic-settings`](https://docs.pydantic.dev/latest/usage/pydantic_settings/) - सेटिंग्स प्रबंधन के लिए।
+* [`pydantic-extra-types`](https://docs.pydantic.dev/latest/usage/types/extra_types/extra_types/) - Pydantic के साथ उपयोग करने के लिए अतिरिक्त प्रकारों हेतु।
+
+अतिरिक्त वैकल्पिक FastAPI निर्भरताएँ:
+
+* [`orjson`](https://github.com/ijl/orjson) - यदि आप `ORJSONResponse` उपयोग करना चाहते हैं तो आवश्यक।
+* [`ujson`](https://github.com/esnme/ultrajson) - यदि आप `UJSONResponse` उपयोग करना चाहते हैं तो आवश्यक।
+
+## लाइसेंस { #license }
+
+यह प्रोजेक्ट MIT लाइसेंस की शर्तों के अंतर्गत लाइसेंस प्राप्त है।

docs/hi/docs/translation-banner.md

@@ -0,0 +1,11 @@
+/// details | 🌐 एआई और मनुष्यों द्वारा किया गया अनुवाद
+
+यह अनुवाद मनुष्यों के मार्गदर्शन में एआई द्वारा किया गया है। 🤝
+
+इसमें मूल अर्थ को गलत समझने या अप्राकृतिक लगने आदि जैसी गलतियाँ हो सकती हैं। 🤖
+
+आप [हमें एआई LLM को बेहतर मार्गदर्शन करने में मदद करके](https://fastapi.tiangolo.com/hi/contributing/#translations) इस अनुवाद को बेहतर बना सकते हैं।
+
+[अंग्रेज़ी संस्करण](ENGLISH_VERSION_URL)
+
+///

docs/hi/llm-prompt.md

@@ -0,0 +1,5 @@
+### Target language
+
+Translate to Hindi (हिन्दी).
+
+Language code: hi.

docs/hi/mkdocs.yml

@@ -0,0 +1 @@
+INHERIT: ../en/mkdocs.yml

docs/ja/docs/advanced/generate-clients.md

@@ -30,7 +30,6 @@ FastAPI は自動的に **OpenAPI 3.1** の仕様を生成します。したが
 
 例えば、次のようなものがあります:
 
-* [Speakeasy](https://speakeasy.com/editor?utm_source=fastapi+repo&utm_medium=github+sponsorship)
 * [Stainless](https://www.stainless.com/?utm_source=fastapi&utm_medium=referral)
 * [liblab](https://developers.liblab.com/tutorials/sdk-for-fastapi?utm_source=fastapi)
 

docs/ja/docs/index.md

@@ -54,18 +54,27 @@ FastAPI は、Python の標準である型ヒントに基づいて Python で AP
 
 ### Keystone Sponsor { #keystone-sponsor }
 
+<div class="fastapi-sponsors fastapi-sponsors--keystone">
 {% for sponsor in sponsors.keystone -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+<a class="fastapi-sponsors__card fastapi-sponsors__card--keystone" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}"></a>
 {% endfor -%}
+</div>
 
-### Gold and Silver Sponsors { #gold-and-silver-sponsors }
+### Gold Sponsors { #gold-sponsors }
 
+<div class="fastapi-sponsors fastapi-sponsors--gold">
 {% for sponsor in sponsors.gold -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+<a class="fastapi-sponsors__card fastapi-sponsors__card--gold" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
 {% endfor -%}
-{%- for sponsor in sponsors.silver -%}
-<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+</div>
+
+### Silver Sponsors { #silver-sponsors }
+
+<div class="fastapi-sponsors fastapi-sponsors--silver">
+{% for sponsor in sponsors.silver -%}
+<a class="fastapi-sponsors__card fastapi-sponsors__card--silver" href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img class="fastapi-sponsors__banner" src="{{ sponsor.img }}" alt="{{ sponsor.title }}" loading="lazy"></a>
 {% endfor %}
+</div>
 
 <!-- /sponsors -->
 
@@ -73,6 +82,44 @@ FastAPI は、Python の標準である型ヒントに基づいて Python で AP
 
 ## 評価 { #opinions }
 
+<!-- only-mkdocs -->
+<div class="fastapi-opinions" data-fastapi-opinions>
+  <div class="fastapi-opinions__tabs" role="tablist" aria-label="Companies using FastAPI">
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-microsoft" aria-controls="fo-panel-microsoft" aria-selected="true" tabindex="0">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/microsoft.svg" alt="Microsoft" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-uber" aria-controls="fo-panel-uber" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/uber.svg" alt="Uber" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-netflix" aria-controls="fo-panel-netflix" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/netflix.svg" alt="Netflix" loading="lazy"></span>
+    </button>
+    <button class="fastapi-opinions__tab" role="tab" type="button" id="fo-tab-cisco" aria-controls="fo-panel-cisco" aria-selected="false" tabindex="-1">
+      <span class="fastapi-opinions__mark"><img src="/img/logos/cisco.svg" alt="Cisco" loading="lazy"></span>
+    </button>
+  </div>
+
+  <div class="fastapi-opinions__panel" id="fo-panel-microsoft" role="tabpanel" aria-labelledby="fo-tab-microsoft" tabindex="0">
+    <blockquote class="fastapi-opinions__quote">「最近は **FastAPI** をたくさん使っています。実際、私のチームの **Microsoft の ML サービス** 全てで使用する予定です。そのいくつかはコアな **Windows** 製品や **Office** 製品に統合されつつあります。」</blockquote>
+    <div class="fastapi-opinions__attr">— Kabir Khan, <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">「**FastAPI** ライブラリを採用し、クエリで **予測値** を取得できる **REST** サーバを構築しました。」<em>[for Ludwig]</em></blockquote>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">「<strong>Netflix</strong> は、私たちの <strong>危機管理</strong> オーケストレーションフレームワーク、<strong>Dispatch</strong> のオープンソースリリースを発表できることをうれしく思います！」<em>[built with FastAPI]</em></blockquote>
+    <div class="fastapi-opinions__attr">— Kevin Glisson, Marc Vilanova, Forest Monsen, <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072">(ref)</a></div>
+  </div>
+  <div class="fastapi-opinions__panel" id="fo-panel-cisco" role="tabpanel" aria-labelledby="fo-tab-cisco" tabindex="0" hidden>
+    <blockquote class="fastapi-opinions__quote">「本番の Python API を構築したい方には、**FastAPI** を強くおすすめします。**美しく設計**され、**使いやすく**、**高いスケーラビリティ**があります。私たちの API ファースト開発戦略の **主要コンポーネント** となりました。」</blockquote>
+    <div class="fastapi-opinions__attr">— Deon Pillsbury, <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/">(ref)</a></div>
+  </div>
+</div>
+<!-- /only-mkdocs -->
+
+<div class="only-github" markdown="1">
+
 "_[...] 最近 **FastAPI** を使っています。 [...] 実際に私のチームの全ての **Microsoft の機械学習サービス** で使用する予定です。 そのうちのいくつかのコアな **Windows** 製品と **Office** 製品に統合されつつあります。_"
 
 <div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26"><small>(ref)</small></a></div>
@@ -91,37 +138,25 @@ FastAPI は、Python の標準である型ヒントに基づいて Python で AP
 
 ---
 
-"_私は **FastAPI** にワクワクしています。 めちゃくちゃ楽しいです！_"
-
-<div style="text-align: right; margin-right: 10%;">Brian Okken - <strong>[Python Bytes](https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855) podcast host</strong> <a href="https://x.com/brianokken/status/1112220079972728832"><small>(ref)</small></a></div>
-
----
-
-"_正直、あなたが作ったものは超堅実で洗練されているように見えます。いろんな意味で、それは私が **Hug** にそうなってほしかったものです。誰かがそれを作るのを見るのは本当に刺激的です。_"
-
-<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong>[Hug](https://github.com/hugapi/hug) creator</strong> <a href="https://news.ycombinator.com/item?id=19455465"><small>(ref)</small></a></div>
-
----
-
-"_REST API を構築するための **モダンなフレームワーク** を学びたい方は、**FastAPI** [...] をチェックしてみてください。 [...] 高速で、使用・習得が簡単です [...]_"
-
-"_私たちの **API** は **FastAPI** に切り替えました [...] きっと気に入ると思います [...]_"
-
-<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong>[Explosion AI](https://explosion.ai) founders - [spaCy](https://spacy.io) creators</strong> <a href="https://x.com/_inesmontani/status/1144173225322143744"><small>(ref)</small></a> - <a href="https://x.com/honnibal/status/1144031421859655680"><small>(ref)</small></a></div>
-
----
-
 "_本番運用の Python API を構築したい方には、**FastAPI** を強くおすすめします。**美しく設計**されており、**使いやすく**、**高いスケーラビリティ**があります。私たちの API ファースト開発戦略の **主要コンポーネント** となり、Virtual TAC Engineer などの多くの自動化やサービスを推進しています。_"
 
 <div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/"><small>(ref)</small></a></div>
 
 ---
 
+</div>
+
+## FastAPI Conf { #fastapi-conf }
+
+[**FastAPI Conf '26**](https://fastapiconf.com) は **2026 年 10 月 28 日** に **オランダ・アムステルダム** で開催されます。FastAPI のすべてを、ソースから直接。🎤
+
+<a class="fastapi-feature-banner" href="https://fastapiconf.com"><img src="https://fastapi.tiangolo.com/img/fastapi-conf.jpeg" alt="FastAPI Conf '26 - 2026年10月28日 - オランダ・アムステルダム"></a>
+
 ## FastAPI ミニドキュメンタリー { #fastapi-mini-documentary }
 
 2025 年末に公開された [FastAPI ミニドキュメンタリー](https://www.youtube.com/watch?v=mpR8ngthqiE)があります。オンラインで視聴できます:
 
-<a href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini Documentary"></a>
+<a class="fastapi-feature-banner" href="https://www.youtube.com/watch?v=mpR8ngthqiE"><img src="https://fastapi.tiangolo.com/img/fastapi-documentary.jpg" alt="FastAPI Mini Documentary"></a>
 
 ## **Typer**、CLI 版 FastAPI { #typer-the-fastapi-of-clis }
 

docs/ja/docs/virtual-environments.md

@@ -2,7 +2,7 @@
 
 Pythonプロジェクトの作業では、**仮想環境**（または類似の仕組み）を使用し、プロジェクトごとにインストールするパッケージを分離するべきでしょう。
 
-/// info | 情報
+/// note | 備考
 
 もし、仮想環境の概要や作成方法、使用方法について既にご存知なら、このセクションをスキップした方がよいかもしれません。🤓
 
@@ -18,7 +18,8 @@ Pythonプロジェクトの作業では、**仮想環境**（または類似の
 
 ///
 
-/// info | 情報
+/// note | 備考
+
 このページでは、**仮想環境**の使用方法と、そのはたらきについて説明します。
 
 もし**すべてを管理するツール**（Pythonのインストールも含む）を導入する準備ができているなら、[uv](https://github.com/astral-sh/uv) をお試しください。
@@ -554,7 +555,7 @@ Pythonをインストールしたとき、ファイルを含んだいくつか
 <div class="termy">
 
 ```console
-// Don't run this now, it's just an example 🤓
+// 今は実行しないでください。これは単なる例です 🤓
 $ pip install "fastapi[standard]"
 ---> 100%
 ```
@@ -800,7 +801,7 @@ $ cd ~/code/prisoner-of-azkaban
 
 $ python main.py
 
-// Error importing sirius, it's not installed 😱
+// sirius のインポートエラー。インストールされていません 😱
 Traceback (most recent call last):
     File "main.py", line 1, in <module>
         import sirius
@@ -808,20 +809,20 @@ Traceback (most recent call last):
 
 </div>
 
-しかし、その仮想環境を無効化し、 `prisoner-of-askaban` のための新しい仮想環境を有効にすれば、 `python` を実行したときに `prisoner-of-azkaban` （アズカバンの囚人）の仮想環境の Python が使用されるようになります。
+しかし、その仮想環境を無効化し、 `prisoner-of-azkaban` のための新しい仮想環境を有効にすれば、 `python` を実行したときに `prisoner-of-azkaban` （アズカバンの囚人）の仮想環境の Python が使用されるようになります。
 
 <div class="termy">
 
 ```console
 $ cd ~/code/prisoner-of-azkaban
 
-// You don't need to be in the old directory to deactivate, you can do it wherever you are, even after going to the other project 😎
+// 無効化のために古いディレクトリにいる必要はありません。どこにいても、他のプロジェクトに移動した後でも実行できます 😎
 $ deactivate
 
-// Activate the virtual environment in prisoner-of-azkaban/.venv 🚀
+// prisoner-of-azkaban/.venv の仮想環境を有効化する 🚀
 $ source .venv/bin/activate
 
-// Now when you run python, it will find the package sirius installed in this virtual environment ✨
+// これで python を実行すると、この仮想環境にインストールされた sirius パッケージが見つかります ✨
 $ python main.py
 
 I solemnly swear 🐺