Sync fastapi docs from 7cb06f36 on 2026-07-11

docs/en/data/contributors.yml

@@ -1,21 +1,21 @@
 tiangolo:
   login: tiangolo
-  count: 961
+  count: 1005
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 dependabot:
   login: dependabot
-  count: 201
+  count: 221
   avatarUrl: https://avatars.githubusercontent.com/in/29110?v=4
   url: https://github.com/apps/dependabot
 YuriiMotov:
   login: YuriiMotov
-  count: 78
+  count: 82
   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
 alejsdev:
   login: alejsdev
-  count: 56
+  count: 57
   avatarUrl: https://avatars.githubusercontent.com/u/90076947?u=0facffe3abf87f57a1f05fa773d1119cc5c2f6a5&v=4
   url: https://github.com/alejsdev
 pre-commit-ci:

docs/en/data/people.yml

@@ -1,15 +1,15 @@
 maintainers:
 - login: tiangolo
-  answers: 1929
+  answers: 1931
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 experts:
 - login: tiangolo
-  count: 1929
+  count: 1931
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 - login: YuriiMotov
-  count: 1178
+  count: 1198
   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
 - login: github-actions
@@ -17,7 +17,7 @@ experts:
   avatarUrl: https://avatars.githubusercontent.com/in/15368?v=4
   url: https://github.com/apps/github-actions
 - login: Kludex
-  count: 657
+  count: 656
   avatarUrl: https://avatars.githubusercontent.com/u/7353520?u=df8a3f06ba8f55ae1967a3e2d5ed882903a4e330&v=4
   url: https://github.com/Kludex
 - login: jgould22
@@ -49,15 +49,15 @@ experts:
   avatarUrl: https://avatars.githubusercontent.com/u/10519440?u=f09cdd745e5bf16138f29b42732dd57c7f02bee1&v=4
   url: https://github.com/iudeen
 - login: phy25
-  count: 126
+  count: 125
   avatarUrl: https://avatars.githubusercontent.com/u/331403?v=4
   url: https://github.com/phy25
 - login: JavierSanchezCastro
-  count: 109
+  count: 110
   avatarUrl: https://avatars.githubusercontent.com/u/72013291?u=ae5679e6bd971d9d98cd5e76e8683f83642ba950&v=4
   url: https://github.com/JavierSanchezCastro
 - login: luzzodev
-  count: 107
+  count: 109
   avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
   url: https://github.com/luzzodev
 - login: raphaelauv
@@ -246,82 +246,138 @@ experts:
   url: https://github.com/abhint
 last_month_experts:
 - login: YuriiMotov
-  count: 14
+  count: 21
   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
-- login: yudin-s
-  count: 5
-  avatarUrl: https://avatars.githubusercontent.com/u/781481?u=8c1ab221edbe051eb55310747ebe39574e808118&v=4
-  url: https://github.com/yudin-s
-- login: BitWeaverDev
+- login: Raphasha27
+  count: 6
+  avatarUrl: https://avatars.githubusercontent.com/u/220842167?u=a9e66fe06965e3830aecb82be4a442874950babe&v=4
+  url: https://github.com/Raphasha27
+- login: svlandeg
+  count: 4
+  avatarUrl: https://avatars.githubusercontent.com/u/8796347?u=556c97650c27021911b0b9447ec55e75987b0e8a&v=4
+  url: https://github.com/svlandeg
+- login: sueun-dev
   count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/288751066?v=4
-  url: https://github.com/BitWeaverDev
-- login: Zawwarsami16
-  count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/105767627?u=5bb2b7a639a9207a5ded536f963a4c7bd6d04d21&v=4
-  url: https://github.com/Zawwarsami16
+  avatarUrl: https://avatars.githubusercontent.com/u/57546981?u=0b0483bdcc7d521e85c06f28d2fc64e258bd466f&v=4
+  url: https://github.com/sueun-dev
 - login: tiangolo
-  count: 2
+  count: 3
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
-- login: mg1986jp
+- login: vincere-mori
+  count: 3
+  avatarUrl: https://avatars.githubusercontent.com/u/57835745?u=37d4cd4a763163dd03f29eff4975c2f1fa2a2d72&v=4
+  url: https://github.com/vincere-mori
+- login: thanos07
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/20254686?u=6da9cdad3ecf8a4f3cbc33a518c3998ed0ac685a&v=4
-  url: https://github.com/mg1986jp
-- login: Bogdusik
+  avatarUrl: https://avatars.githubusercontent.com/u/68923656?u=dab6d4d9a6800f7d44d8c6df0b9904e17c2ecdb7&v=4
+  url: https://github.com/thanos07
+- login: luzzodev
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/166155258?u=11440b02966a3f5e5eeebc21d67b7bbb7d370487&v=4
-  url: https://github.com/Bogdusik
+  avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
+  url: https://github.com/luzzodev
+- login: MajorDallas
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/79329882?u=e611ed986e4a37fd16ab69116a4600d95bfff294&v=4
+  url: https://github.com/MajorDallas
+- login: Francis1998
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/66462431?u=20bdf51356ee7d99a8c8755c09460950d2b84fd0&v=4
+  url: https://github.com/Francis1998
+- login: abdurrahman310303
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/121820588?u=73c72a59ca082ceb8507bb1e2b559e59bdf2358f&v=4
+  url: https://github.com/abdurrahman310303
+- login: Hassanmahmood4
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/193066885?u=0e05f82009f99c53b16781d06a7f8d5fea8cc433&v=4
+  url: https://github.com/Hassanmahmood4
 three_months_experts:
 - login: YuriiMotov
-  count: 57
+  count: 47
   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: Raphasha27
+  count: 6
+  avatarUrl: https://avatars.githubusercontent.com/u/220842167?u=a9e66fe06965e3830aecb82be4a442874950babe&v=4
+  url: https://github.com/Raphasha27
 - login: yudin-s
-  count: 5
+  count: 6
   avatarUrl: https://avatars.githubusercontent.com/u/781481?u=8c1ab221edbe051eb55310747ebe39574e808118&v=4
   url: https://github.com/yudin-s
+- login: svlandeg
+  count: 5
+  avatarUrl: https://avatars.githubusercontent.com/u/8796347?u=556c97650c27021911b0b9447ec55e75987b0e8a&v=4
+  url: https://github.com/svlandeg
 - login: tiangolo
-  count: 4
+  count: 5
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
-- login: BitWeaverDev
+- login: luzzodev
+  count: 4
+  avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
+  url: https://github.com/luzzodev
+- login: sueun-dev
+  count: 4
+  avatarUrl: https://avatars.githubusercontent.com/u/57546981?u=0b0483bdcc7d521e85c06f28d2fc64e258bd466f&v=4
+  url: https://github.com/sueun-dev
+- login: cookesan
   count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/288751066?v=4
-  url: https://github.com/BitWeaverDev
+  avatarUrl: https://avatars.githubusercontent.com/u/6601329?u=7bfc9b017198a9fa50929ae8ae0a787632424ffd&v=4
+  url: https://github.com/cookesan
 - login: ericgitangu
   count: 3
   avatarUrl: https://avatars.githubusercontent.com/u/11472845?u=9d916cf0f5c80e63cb1d753b8b50dcb8ced3b883&v=4
   url: https://github.com/ericgitangu
+- login: BitWeaverDev
+  count: 3
+  avatarUrl: https://avatars.githubusercontent.com/u/288751066?u=60ef471e6d3822b99c9a3e7624d510b911004434&v=4
+  url: https://github.com/BitWeaverDev
+- login: vincere-mori
+  count: 3
+  avatarUrl: https://avatars.githubusercontent.com/u/57835745?u=37d4cd4a763163dd03f29eff4975c2f1fa2a2d72&v=4
+  url: https://github.com/vincere-mori
 - login: Zawwarsami16
   count: 3
   avatarUrl: https://avatars.githubusercontent.com/u/105767627?u=5bb2b7a639a9207a5ded536f963a4c7bd6d04d21&v=4
   url: https://github.com/Zawwarsami16
-- login: luzzodev
-  count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
-  url: https://github.com/luzzodev
+- login: thanos07
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/68923656?u=dab6d4d9a6800f7d44d8c6df0b9904e17c2ecdb7&v=4
+  url: https://github.com/thanos07
+- login: MajorDallas
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/79329882?u=e611ed986e4a37fd16ab69116a4600d95bfff294&v=4
+  url: https://github.com/MajorDallas
+- login: Francis1998
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/66462431?u=20bdf51356ee7d99a8c8755c09460950d2b84fd0&v=4
+  url: https://github.com/Francis1998
+- login: RichieB2B
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/1461970?u=edaa57d1077705244ea5c9244f4783d94ff11f12&v=4
+  url: https://github.com/RichieB2B
+- login: abdurrahman310303
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/121820588?u=73c72a59ca082ceb8507bb1e2b559e59bdf2358f&v=4
+  url: https://github.com/abdurrahman310303
+- login: Hassanmahmood4
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/193066885?u=0e05f82009f99c53b16781d06a7f8d5fea8cc433&v=4
+  url: https://github.com/Hassanmahmood4
 - login: mg1986jp
   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/20254686?u=6da9cdad3ecf8a4f3cbc33a518c3998ed0ac685a&v=4
   url: https://github.com/mg1986jp
-- login: sueun-dev
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/57546981?u=0b0483bdcc7d521e85c06f28d2fc64e258bd466f&v=4
-  url: https://github.com/sueun-dev
 - login: Bogdusik
   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/166155258?u=11440b02966a3f5e5eeebc21d67b7bbb7d370487&v=4
   url: https://github.com/Bogdusik
-- login: cookesan
-  count: 2
-  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/119974?u=b3a546c94ee1105e792e0acad2c4743d800e7975&v=4
@@ -330,55 +386,51 @@ three_months_experts:
   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/34988899?u=b8e3c0cf26f4bd1faea265d2f5f66f564af63463&v=4
   url: https://github.com/Bahtya
-- login: saitarrun
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/116748905?u=3433afbaf06676a482ebf4ba33b08ddb3fc5c5bf&v=4
-  url: https://github.com/saitarrun
-- login: JavierSanchezCastro
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/72013291?u=ae5679e6bd971d9d98cd5e76e8683f83642ba950&v=4
-  url: https://github.com/JavierSanchezCastro
-- login: christiansousadev
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/103544118?u=690f3f76d1dc4d0929de5020679d5604f860acbc&v=4
-  url: https://github.com/christiansousadev
 - login: DoctorJohn
   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/14076775?u=ec43fe79a98dbc864b428afc7220753e25ca3af2&v=4
   url: https://github.com/DoctorJohn
 six_months_experts:
 - login: YuriiMotov
-  count: 145
+  count: 127
   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
-- login: tiangolo
-  count: 13
-  avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
-  url: https://github.com/tiangolo
 - login: JavierSanchezCastro
-  count: 9
+  count: 10
   avatarUrl: https://avatars.githubusercontent.com/u/72013291?u=ae5679e6bd971d9d98cd5e76e8683f83642ba950&v=4
   url: https://github.com/JavierSanchezCastro
+- login: tiangolo
+  count: 10
+  avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
+  url: https://github.com/tiangolo
+- login: luzzodev
+  count: 7
+  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: Raphasha27
+  count: 6
+  avatarUrl: https://avatars.githubusercontent.com/u/220842167?u=a9e66fe06965e3830aecb82be4a442874950babe&v=4
+  url: https://github.com/Raphasha27
 - login: yudin-s
-  count: 5
+  count: 6
   avatarUrl: https://avatars.githubusercontent.com/u/781481?u=8c1ab221edbe051eb55310747ebe39574e808118&v=4
   url: https://github.com/yudin-s
-- login: valentinDruzhinin
+- login: svlandeg
   count: 5
-  avatarUrl: https://avatars.githubusercontent.com/u/12831905?u=aae1ebc675c91e8fa582df4fcc4fc4128106344d&v=4
-  url: https://github.com/valentinDruzhinin
+  avatarUrl: https://avatars.githubusercontent.com/u/8796347?u=556c97650c27021911b0b9447ec55e75987b0e8a&v=4
+  url: https://github.com/svlandeg
+- login: sueun-dev
+  count: 5
+  avatarUrl: https://avatars.githubusercontent.com/u/57546981?u=0b0483bdcc7d521e85c06f28d2fc64e258bd466f&v=4
+  url: https://github.com/sueun-dev
 - login: Toygarmetu
   count: 5
   avatarUrl: https://avatars.githubusercontent.com/u/92878791?u=538530cb6d5554e71f9c28709d794db9a74d23d9&v=4
   url: https://github.com/Toygarmetu
-- login: luzzodev
-  count: 5
-  avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
-  url: https://github.com/luzzodev
 - login: ceb10n
   count: 5
   avatarUrl: https://avatars.githubusercontent.com/u/235213?u=edcce471814a1eba9f0cdaa4cd0de18921a940a6&v=4
@@ -387,18 +439,26 @@ six_months_experts:
   count: 4
   avatarUrl: https://avatars.githubusercontent.com/u/1461970?u=edaa57d1077705244ea5c9244f4783d94ff11f12&v=4
   url: https://github.com/RichieB2B
-- login: sachinh35
-  count: 4
-  avatarUrl: https://avatars.githubusercontent.com/u/21972708?u=8560b97b8b41e175f476270b56de8a493b84f302&v=4
-  url: https://github.com/sachinh35
-- login: BitWeaverDev
+- login: cookesan
   count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/288751066?v=4
-  url: https://github.com/BitWeaverDev
+  avatarUrl: https://avatars.githubusercontent.com/u/6601329?u=7bfc9b017198a9fa50929ae8ae0a787632424ffd&v=4
+  url: https://github.com/cookesan
 - login: ericgitangu
   count: 3
   avatarUrl: https://avatars.githubusercontent.com/u/11472845?u=9d916cf0f5c80e63cb1d753b8b50dcb8ced3b883&v=4
   url: https://github.com/ericgitangu
+- login: BitWeaverDev
+  count: 3
+  avatarUrl: https://avatars.githubusercontent.com/u/288751066?u=60ef471e6d3822b99c9a3e7624d510b911004434&v=4
+  url: https://github.com/BitWeaverDev
+- login: vincere-mori
+  count: 3
+  avatarUrl: https://avatars.githubusercontent.com/u/57835745?u=37d4cd4a763163dd03f29eff4975c2f1fa2a2d72&v=4
+  url: https://github.com/vincere-mori
+- login: valentinDruzhinin
+  count: 3
+  avatarUrl: https://avatars.githubusercontent.com/u/12831905?u=aae1ebc675c91e8fa582df4fcc4fc4128106344d&v=4
+  url: https://github.com/valentinDruzhinin
 - login: Zawwarsami16
   count: 3
   avatarUrl: https://avatars.githubusercontent.com/u/105767627?u=5bb2b7a639a9207a5ded536f963a4c7bd6d04d21&v=4
@@ -407,6 +467,26 @@ six_months_experts:
   count: 3
   avatarUrl: https://avatars.githubusercontent.com/u/142030687?u=ab131d5ad4670280a978f489babe71c9bf9c1097&v=4
   url: https://github.com/EmmanuelNiyonshuti
+- login: thanos07
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/68923656?u=dab6d4d9a6800f7d44d8c6df0b9904e17c2ecdb7&v=4
+  url: https://github.com/thanos07
+- login: MajorDallas
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/79329882?u=e611ed986e4a37fd16ab69116a4600d95bfff294&v=4
+  url: https://github.com/MajorDallas
+- login: Francis1998
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/66462431?u=20bdf51356ee7d99a8c8755c09460950d2b84fd0&v=4
+  url: https://github.com/Francis1998
+- login: abdurrahman310303
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/121820588?u=73c72a59ca082ceb8507bb1e2b559e59bdf2358f&v=4
+  url: https://github.com/abdurrahman310303
+- login: Hassanmahmood4
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/193066885?u=0e05f82009f99c53b16781d06a7f8d5fea8cc433&v=4
+  url: https://github.com/Hassanmahmood4
 - login: Kludex
   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/7353520?u=df8a3f06ba8f55ae1967a3e2d5ed882903a4e330&v=4
@@ -415,18 +495,14 @@ six_months_experts:
   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/20254686?u=6da9cdad3ecf8a4f3cbc33a518c3998ed0ac685a&v=4
   url: https://github.com/mg1986jp
-- login: sueun-dev
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/57546981?u=0b0483bdcc7d521e85c06f28d2fc64e258bd466f&v=4
-  url: https://github.com/sueun-dev
 - login: Bogdusik
   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/166155258?u=11440b02966a3f5e5eeebc21d67b7bbb7d370487&v=4
   url: https://github.com/Bogdusik
-- login: cookesan
+- login: sachinh35
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/6601329?u=7bfc9b017198a9fa50929ae8ae0a787632424ffd&v=4
-  url: https://github.com/cookesan
+  avatarUrl: https://avatars.githubusercontent.com/u/21972708?u=8560b97b8b41e175f476270b56de8a493b84f302&v=4
+  url: https://github.com/sachinh35
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   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/119974?u=b3a546c94ee1105e792e0acad2c4743d800e7975&v=4
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-- login: y2kbugger
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-  avatarUrl: https://avatars.githubusercontent.com/u/6101677?u=1d50077e29582dc01fcbdff846f04fe7ec73fe2e&v=4
-  url: https://github.com/y2kbugger
-- login: davidbrochart
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/4711805?u=d39696d995a9e02ec3613ffb2f62b20b14f92f26&v=4
-  url: https://github.com/davidbrochart
-- login: CharlieReitzel
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/20848272?v=4
-  url: https://github.com/CharlieReitzel
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   avatarUrl: https://avatars.githubusercontent.com/u/42657211?u=3bccc9a2f386a3f24230ec393080f8904fe2a5b2&v=4
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-- login: dolfinus
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/4661021?u=ed5ddadcf36d9b943ebe61febe0b96ee34e5425d&v=4
-  url: https://github.com/dolfinus
-- login: florentx
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/142113?u=bf10f10080026346b092633c380977b61cee0d9c&v=4
-  url: https://github.com/florentx
 one_year_experts:
 - login: YuriiMotov
-  count: 647
+  count: 344
   avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
   url: https://github.com/YuriiMotov
-- login: luzzodev
-  count: 35
-  avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
-  url: https://github.com/luzzodev
 - login: tiangolo
-  count: 32
+  count: 34
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
-- login: valentinDruzhinin
+- login: luzzodev
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+  avatarUrl: https://avatars.githubusercontent.com/u/27291415?u=5607ae1ce75c5f54f09500ca854227f7bfd2033b&v=4
+  url: https://github.com/luzzodev
+- login: valentinDruzhinin
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   avatarUrl: https://avatars.githubusercontent.com/u/12831905?u=aae1ebc675c91e8fa582df4fcc4fc4128106344d&v=4
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-- login: sachinh35
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-  avatarUrl: https://avatars.githubusercontent.com/u/21972708?u=8560b97b8b41e175f476270b56de8a493b84f302&v=4
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+- login: svlandeg
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+  avatarUrl: https://avatars.githubusercontent.com/u/8796347?u=556c97650c27021911b0b9447ec55e75987b0e8a&v=4
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+- login: RichieB2B
+  count: 7
+  avatarUrl: https://avatars.githubusercontent.com/u/1461970?u=edaa57d1077705244ea5c9244f4783d94ff11f12&v=4
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-- login: DoctorJohn
-  count: 7
-  avatarUrl: https://avatars.githubusercontent.com/u/14076775?u=ec43fe79a98dbc864b428afc7220753e25ca3af2&v=4
-  url: https://github.com/DoctorJohn
-- login: svlandeg
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-  avatarUrl: https://avatars.githubusercontent.com/u/8796347?u=556c97650c27021911b0b9447ec55e75987b0e8a&v=4
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-- login: RichieB2B
-  count: 6
-  avatarUrl: https://avatars.githubusercontent.com/u/1461970?u=edaa57d1077705244ea5c9244f4783d94ff11f12&v=4
-  url: https://github.com/RichieB2B
-- login: raceychan
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-  avatarUrl: https://avatars.githubusercontent.com/u/75417963?u=060c62870ec5a791765e63ac20d8885d11143786&v=4
-  url: https://github.com/raceychan
-- login: yinziyan1206
-  count: 6
-  avatarUrl: https://avatars.githubusercontent.com/u/37829370?u=da44ca53aefd5c23f346fab8e9fd2e108294c179&v=4
-  url: https://github.com/yinziyan1206
+  avatarUrl: https://avatars.githubusercontent.com/u/220842167?u=a9e66fe06965e3830aecb82be4a442874950babe&v=4
+  url: https://github.com/Raphasha27
 - login: yudin-s
-  count: 5
+  count: 6
   avatarUrl: https://avatars.githubusercontent.com/u/781481?u=8c1ab221edbe051eb55310747ebe39574e808118&v=4
   url: https://github.com/yudin-s
+- login: sueun-dev
+  count: 5
+  avatarUrl: https://avatars.githubusercontent.com/u/57546981?u=0b0483bdcc7d521e85c06f28d2fc64e258bd466f&v=4
+  url: https://github.com/sueun-dev
+- login: sachinh35
+  count: 5
+  avatarUrl: https://avatars.githubusercontent.com/u/21972708?u=8560b97b8b41e175f476270b56de8a493b84f302&v=4
+  url: https://github.com/sachinh35
 - login: Toygarmetu
   count: 5
   avatarUrl: https://avatars.githubusercontent.com/u/92878791?u=538530cb6d5554e71f9c28709d794db9a74d23d9&v=4
@@ -536,6 +588,10 @@ one_year_experts:
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   avatarUrl: https://avatars.githubusercontent.com/u/235213?u=edcce471814a1eba9f0cdaa4cd0de18921a940a6&v=4
   url: https://github.com/ceb10n
+- login: yinziyan1206
+  count: 5
+  avatarUrl: https://avatars.githubusercontent.com/u/37829370?u=da44ca53aefd5c23f346fab8e9fd2e108294c179&v=4
+  url: https://github.com/yinziyan1206
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   count: 5
   avatarUrl: https://avatars.githubusercontent.com/u/167785867?u=b69afe090c8bf5fd73f2d23fc3a887b28f68f192&v=4
@@ -560,18 +616,26 @@ one_year_experts:
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   avatarUrl: https://avatars.githubusercontent.com/u/157279130?u=16d6466476cf7dbc55a4cd575b6ea920ebdd81e1&v=4
   url: https://github.com/isgin01
-- login: BitWeaverDev
+- login: cookesan
   count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/288751066?v=4
-  url: https://github.com/BitWeaverDev
-- login: Kludex
-  count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/7353520?u=df8a3f06ba8f55ae1967a3e2d5ed882903a4e330&v=4
-  url: https://github.com/Kludex
+  avatarUrl: https://avatars.githubusercontent.com/u/6601329?u=7bfc9b017198a9fa50929ae8ae0a787632424ffd&v=4
+  url: https://github.com/cookesan
 - login: ericgitangu
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   avatarUrl: https://avatars.githubusercontent.com/u/11472845?u=9d916cf0f5c80e63cb1d753b8b50dcb8ced3b883&v=4
   url: https://github.com/ericgitangu
+- login: BitWeaverDev
+  count: 3
+  avatarUrl: https://avatars.githubusercontent.com/u/288751066?u=60ef471e6d3822b99c9a3e7624d510b911004434&v=4
+  url: https://github.com/BitWeaverDev
+- login: vincere-mori
+  count: 3
+  avatarUrl: https://avatars.githubusercontent.com/u/57835745?u=37d4cd4a763163dd03f29eff4975c2f1fa2a2d72&v=4
+  url: https://github.com/vincere-mori
+- login: Kludex
+  count: 3
+  avatarUrl: https://avatars.githubusercontent.com/u/7353520?u=df8a3f06ba8f55ae1967a3e2d5ed882903a4e330&v=4
+  url: https://github.com/Kludex
 - login: Zawwarsami16
   count: 3
   avatarUrl: https://avatars.githubusercontent.com/u/105767627?u=5bb2b7a639a9207a5ded536f963a4c7bd6d04d21&v=4
@@ -584,10 +648,6 @@ one_year_experts:
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   url: https://github.com/dolfinus
-- login: jymchng
-  count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/27895426?u=fb88c47775147d62a395fdb895d1af4148c7b566&v=4
-  url: https://github.com/jymchng
 - login: simone-trubian
   count: 3
   avatarUrl: https://avatars.githubusercontent.com/u/5606840?u=65703af3c605feca61ce49e4009bb4e26495b425&v=4
@@ -604,30 +664,42 @@ one_year_experts:
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+- login: thanos07
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+  avatarUrl: https://avatars.githubusercontent.com/u/68923656?u=dab6d4d9a6800f7d44d8c6df0b9904e17c2ecdb7&v=4
+  url: https://github.com/thanos07
+- login: MajorDallas
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/79329882?u=e611ed986e4a37fd16ab69116a4600d95bfff294&v=4
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+- login: Francis1998
+  count: 2
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+  url: https://github.com/Francis1998
+- login: Garrett-R
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/6614695?u=c128fd775002882f6e391bda5a89d1bdc5bdf45f&v=4
+  url: https://github.com/Garrett-R
+- login: abdurrahman310303
+  count: 2
+  avatarUrl: https://avatars.githubusercontent.com/u/121820588?u=73c72a59ca082ceb8507bb1e2b559e59bdf2358f&v=4
+  url: https://github.com/abdurrahman310303
+- login: Hassanmahmood4
+  count: 2
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-- login: sueun-dev
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   avatarUrl: https://avatars.githubusercontent.com/u/166155258?u=11440b02966a3f5e5eeebc21d67b7bbb7d370487&v=4
   url: https://github.com/Bogdusik
-- login: cookesan
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/6601329?u=7bfc9b017198a9fa50929ae8ae0a787632424ffd&v=4
-  url: https://github.com/cookesan
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   avatarUrl: https://avatars.githubusercontent.com/u/119974?u=b3a546c94ee1105e792e0acad2c4743d800e7975&v=4
   url: https://github.com/coleifer
-- login: henrymcl
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/26480299?v=4
-  url: https://github.com/henrymcl
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   count: 2
   avatarUrl: https://avatars.githubusercontent.com/u/34988899?u=b8e3c0cf26f4bd1faea265d2f5f66f564af63463&v=4
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   url: https://github.com/christiansousadev
+- login: DoctorJohn
+  count: 2
+  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
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   url: https://github.com/y2kbugger
-- login: Garrett-R
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/6614695?u=c128fd775002882f6e391bda5a89d1bdc5bdf45f&v=4
-  url: https://github.com/Garrett-R
-- login: TaigoFr
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/17792131?u=372b27056ec82f1ae03d8b3f37ef55b04a7cfdd1&v=4
-  url: https://github.com/TaigoFr
 - login: stan-dot
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   avatarUrl: https://avatars.githubusercontent.com/u/56644812?u=a7dd773084f1c17c5f05019cc25a984e24873691&v=4
   url: https://github.com/stan-dot
-- login: Damon0603
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/110039208?u=f24bf5c30317bc4959118d1b919587c473a865b6&v=4
-  url: https://github.com/Damon0603
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-- login: Brikas
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-- login: purepani
-  count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/7587353?v=4
-  url: https://github.com/purepani

docs/en/data/sponsors.yml

@@ -1,55 +1,66 @@
 keystone:
   - url: https://fastapicloud.com
     title: FastAPI Cloud. By the same team behind FastAPI. You code. We Cloud.
-    img: https://fastapi.tiangolo.com/img/sponsors/fastapicloud.png
+    img: /img/sponsors/fastapicloud.png
 gold:
   - url: https://blockbee.io?ref=fastapi
     title: BlockBee Cryptocurrency Payment Gateway
-    img: https://fastapi.tiangolo.com/img/sponsors/blockbee.png
+    img: /img/sponsors/blockbee.png
+    banner_img: /img/sponsors/blockbee-banner.png
   - url: https://www.propelauth.com/?utm_source=fastapi&utm_campaign=1223&utm_medium=mainbadge
     title: Auth, user management and more for your B2B product
-    img: https://fastapi.tiangolo.com/img/sponsors/propelauth.png
+    img: /img/sponsors/propelauth.png
+    banner_url: https://www.propelauth.com/?utm_source=fastapi&utm_campaign=1223&utm_medium=topbanner
+    banner_img: /img/sponsors/propelauth-banner.png
   - url: https://docs.render.com/deploy-fastapi?utm_source=deploydoc&utm_medium=referral&utm_campaign=fastapi
     title: Deploy & scale any full-stack web app on Render. Focus on building apps, not infra.
-    img: https://fastapi.tiangolo.com/img/sponsors/render.svg
+    img: /img/sponsors/render.svg
+    banner_img: /img/sponsors/render-banner.svg
   - url: https://www.coderabbit.ai/?utm_source=fastapi&utm_medium=badge&utm_campaign=fastapi
     title: Cut Code Review Time & Bugs in Half with CodeRabbit
-    img: https://fastapi.tiangolo.com/img/sponsors/coderabbit.png
+    img: /img/sponsors/coderabbit.png
+    banner_url: https://www.coderabbit.ai/?utm_source=fastapi&utm_medium=banner&utm_campaign=fastapi
+    banner_img: /img/sponsors/coderabbit-banner.png
   - url: https://subtotal.com/?utm_source=fastapi&utm_medium=sponsorship&utm_campaign=open-source
     title: The Gold Standard in Retail Account Linking
-    img: https://fastapi.tiangolo.com/img/sponsors/subtotal.svg
+    img: /img/sponsors/subtotal.svg
+    banner_title: Making Retail Purchases Actionable for Brands and Developers
+    banner_img: /img/sponsors/subtotal-banner.svg
   - url: https://docs.railway.com/guides/fastapi?utm_medium=integration&utm_source=docs&utm_campaign=fastapi
     title: Deploy enterprise applications at startup speed
-    img: https://fastapi.tiangolo.com/img/sponsors/railway.png
+    img: /img/sponsors/railway.png
+    banner_img: /img/sponsors/railway-banner.png
   - url: https://serpapi.com/?utm_source=fastapi_website
     title: "SerpApi: Web Search API"
-    img: https://fastapi.tiangolo.com/img/sponsors/serpapi.png
+    img: /img/sponsors/serpapi.png
+    banner_img: /img/sponsors/serpapi-banner.png
   - url: https://www.greptile.com/?utm_source=fastapi&utm_medium=sponsorship&utm_campaign=fastapi_sponsor_page
     title: "Greptile: The AI Code Reviewer"
-    img: https://fastapi.tiangolo.com/img/sponsors/greptile.png
+    img: /img/sponsors/greptile.png
+    banner_img: /img/sponsors/greptile-banner.png
 silver:
   - url: https://databento.com/?utm_source=fastapi&utm_medium=sponsor&utm_content=display
     title: Pay as you go for market data
-    img: https://fastapi.tiangolo.com/img/sponsors/databento.svg
+    img: /img/sponsors/databento.svg
   - url: https://www.svix.com/
     title: Svix - Webhooks as a service
-    img: https://fastapi.tiangolo.com/img/sponsors/svix.svg
-  - url: https://www.stainlessapi.com/?utm_source=fastapi&utm_medium=referral
-    title: Stainless | Generate best-in-class SDKs
-    img: https://fastapi.tiangolo.com/img/sponsors/stainless.png
+    img: /img/sponsors/svix.svg
   - url: https://www.permit.io/blog/implement-authorization-in-fastapi?utm_source=github&utm_medium=referral&utm_campaign=fastapi
     title: Fine-Grained Authorization for FastAPI
-    img: https://fastapi.tiangolo.com/img/sponsors/permit.png
+    img: /img/sponsors/permit.png
   - 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
-  - url: https://www.rapidproxy.io/?ref=fastapi
-    title: Try RapidProxy for free - Residential Proxies with 90M+ Global IPs. Starting from $0.65/GB for web scraping, automation, and data collection.
-    img: https://fastapi.tiangolo.com/img/sponsors/rapidproxy.png
+    img: /img/sponsors/dribia.png
+  - url: https://www.bairesdev.com/
+    title: "BairesDev | Nearshore Software Development & Staff Augmentation Company"
+    img: /img/sponsors/bairesdev.svg
+  - url: https://tutorcruncher.com/?utm_source=fastapi
+    title: TutorCruncher
+    img: /img/sponsors/tutorcruncher.png
 bronze:
   # - url: https://testdriven.io/courses/tdd-fastapi/
   #   title: Learn to build high-quality web apps with best practices
-  #   img: https://fastapi.tiangolo.com/img/sponsors/testdriven.svg
+  #   img: /img/sponsors/testdriven.svg
+  - url: https://www.testmu.ai/?utm_source=fastapi&utm_medium=partner&utm_campaign=sponsor&utm_term=opensource&utm_content=webpage
+    title: TestMu AI. The Native AI-Agentic Cloud Platform to Supercharge Quality Engineering.
+    img: /img/sponsors/testmu.png

docs/en/data/sponsors_badge.yml

@@ -49,3 +49,4 @@ logins:
   - requestly
   - greptileai
   - talorelowen
+  - tutorcruncher

docs/en/data/topic_repos.yml

@@ -1,186 +1,191 @@
+- name: headroom
+  html_url: https://github.com/headroomlabs-ai/headroom
+  stars: 55017
+  owner_login: headroomlabs-ai
+  owner_html_url: https://github.com/headroomlabs-ai
 - name: full-stack-fastapi-template
   html_url: https://github.com/fastapi/full-stack-fastapi-template
-  stars: 43447
+  stars: 43994
   owner_login: fastapi
   owner_html_url: https://github.com/fastapi
 - name: Hello-Python
   html_url: https://github.com/mouredev/Hello-Python
-  stars: 35831
+  stars: 36226
   owner_login: mouredev
   owner_html_url: https://github.com/mouredev
 - name: serve
   html_url: https://github.com/jina-ai/serve
-  stars: 21864
+  stars: 21862
   owner_login: jina-ai
   owner_html_url: https://github.com/jina-ai
 - name: HivisionIDPhotos
   html_url: https://github.com/Zeyi-Lin/HivisionIDPhotos
-  stars: 21144
+  stars: 21212
   owner_login: Zeyi-Lin
   owner_html_url: https://github.com/Zeyi-Lin
 - name: Douyin_TikTok_Download_API
   html_url: https://github.com/Evil0ctal/Douyin_TikTok_Download_API
-  stars: 18122
+  stars: 18599
   owner_login: Evil0ctal
   owner_html_url: https://github.com/Evil0ctal
 - name: sqlmodel
   html_url: https://github.com/fastapi/sqlmodel
-  stars: 17987
+  stars: 18156
   owner_login: fastapi
   owner_html_url: https://github.com/fastapi
 - name: fastapi-best-practices
   html_url: https://github.com/zhanymkanov/fastapi-best-practices
-  stars: 17401
+  stars: 17608
   owner_login: zhanymkanov
   owner_html_url: https://github.com/zhanymkanov
 - name: SurfSense
   html_url: https://github.com/MODSetter/SurfSense
-  stars: 14374
+  stars: 15161
   owner_login: MODSetter
   owner_html_url: https://github.com/MODSetter
 - name: machine-learning-zoomcamp
   html_url: https://github.com/DataTalksClub/machine-learning-zoomcamp
-  stars: 13169
+  stars: 13445
   owner_login: DataTalksClub
   owner_html_url: https://github.com/DataTalksClub
+- name: peewee
+  html_url: https://github.com/coleifer/peewee
+  stars: 11976
+  owner_login: coleifer
+  owner_html_url: https://github.com/coleifer
 - name: fastapi_mcp
   html_url: https://github.com/tadata-org/fastapi_mcp
-  stars: 11885
+  stars: 11932
   owner_login: tadata-org
   owner_html_url: https://github.com/tadata-org
-- name: awesome-fastapi
-  html_url: https://github.com/mjhea0/awesome-fastapi
-  stars: 11406
-  owner_login: mjhea0
-  owner_html_url: https://github.com/mjhea0
 - name: XHS-Downloader
   html_url: https://github.com/JoeanAmier/XHS-Downloader
-  stars: 11375
+  stars: 11768
   owner_login: JoeanAmier
   owner_html_url: https://github.com/JoeanAmier
+- name: awesome-fastapi
+  html_url: https://github.com/mjhea0/awesome-fastapi
+  stars: 11478
+  owner_login: mjhea0
+  owner_html_url: https://github.com/mjhea0
 - name: polar
   html_url: https://github.com/polarsource/polar
-  stars: 9894
+  stars: 9999
   owner_login: polarsource
   owner_html_url: https://github.com/polarsource
 - name: pycaret
   html_url: https://github.com/pycaret/pycaret
-  stars: 9801
+  stars: 9818
   owner_login: pycaret
   owner_html_url: https://github.com/pycaret
 - name: FastUI
   html_url: https://github.com/pydantic/FastUI
-  stars: 8966
+  stars: 8970
   owner_login: pydantic
   owner_html_url: https://github.com/pydantic
 - name: FileCodeBox
   html_url: https://github.com/vastsa/FileCodeBox
-  stars: 8305
+  stars: 8376
   owner_login: vastsa
   owner_html_url: https://github.com/vastsa
 - name: nonebot2
   html_url: https://github.com/nonebot/nonebot2
-  stars: 7544
+  stars: 7593
   owner_login: nonebot
   owner_html_url: https://github.com/nonebot
 - name: hatchet
   html_url: https://github.com/hatchet-dev/hatchet
-  stars: 7258
+  stars: 7441
   owner_login: hatchet-dev
   owner_html_url: https://github.com/hatchet-dev
 - name: fastapi-users
   html_url: https://github.com/fastapi-users/fastapi-users
-  stars: 6152
+  stars: 6182
   owner_login: fastapi-users
   owner_html_url: https://github.com/fastapi-users
-- name: serge
-  html_url: https://github.com/serge-chat/serge
-  stars: 5726
-  owner_login: serge-chat
-  owner_html_url: https://github.com/serge-chat
 - name: Yuxi
   html_url: https://github.com/xerrors/Yuxi
-  stars: 5323
+  stars: 5926
   owner_login: xerrors
   owner_html_url: https://github.com/xerrors
+- name: serge
+  html_url: https://github.com/serge-chat/serge
+  stars: 5723
+  owner_login: serge-chat
+  owner_html_url: https://github.com/serge-chat
+- name: honcho
+  html_url: https://github.com/plastic-labs/honcho
+  stars: 5680
+  owner_login: plastic-labs
+  owner_html_url: https://github.com/plastic-labs
 - name: Kokoro-FastAPI
   html_url: https://github.com/remsky/Kokoro-FastAPI
-  stars: 4936
+  stars: 5085
   owner_login: remsky
   owner_html_url: https://github.com/remsky
 - name: devpush
   html_url: https://github.com/hunvreus/devpush
-  stars: 4664
+  stars: 4693
   owner_login: hunvreus
   owner_html_url: https://github.com/hunvreus
 - name: strawberry
   html_url: https://github.com/strawberry-graphql/strawberry
-  stars: 4663
+  stars: 4677
   owner_login: strawberry-graphql
   owner_html_url: https://github.com/strawberry-graphql
-- name: honcho
-  html_url: https://github.com/plastic-labs/honcho
-  stars: 4606
-  owner_login: plastic-labs
-  owner_html_url: https://github.com/plastic-labs
 - name: poem
   html_url: https://github.com/poem-web/poem
-  stars: 4398
+  stars: 4415
   owner_login: poem-web
   owner_html_url: https://github.com/poem-web
-- name: dynaconf
-  html_url: https://github.com/dynaconf/dynaconf
-  stars: 4302
-  owner_login: dynaconf
-  owner_html_url: https://github.com/dynaconf
 - name: logfire
   html_url: https://github.com/pydantic/logfire
-  stars: 4276
+  stars: 4340
   owner_login: pydantic
   owner_html_url: https://github.com/pydantic
+- name: dynaconf
+  html_url: https://github.com/dynaconf/dynaconf
+  stars: 4310
+  owner_login: dynaconf
+  owner_html_url: https://github.com/dynaconf
 - name: chatgpt-web-share
   html_url: https://github.com/chatpire/chatgpt-web-share
-  stars: 4273
+  stars: 4269
   owner_login: chatpire
   owner_html_url: https://github.com/chatpire
 - name: huma
   html_url: https://github.com/danielgtaylor/huma
-  stars: 4133
+  stars: 4203
   owner_login: danielgtaylor
   owner_html_url: https://github.com/danielgtaylor
 - name: atrilabs-engine
   html_url: https://github.com/Atri-Labs/atrilabs-engine
-  stars: 4073
+  stars: 4071
   owner_login: Atri-Labs
   owner_html_url: https://github.com/Atri-Labs
+- name: mcp-context-forge
+  html_url: https://github.com/IBM/mcp-context-forge
+  stars: 3989
+  owner_login: IBM
+  owner_html_url: https://github.com/IBM
 - name: datamodel-code-generator
   html_url: https://github.com/koxudaxi/datamodel-code-generator
-  stars: 3918
+  stars: 3952
   owner_login: koxudaxi
   owner_html_url: https://github.com/koxudaxi
 - name: LitServe
   html_url: https://github.com/Lightning-AI/LitServe
-  stars: 3886
+  stars: 3901
   owner_login: Lightning-AI
   owner_html_url: https://github.com/Lightning-AI
-- name: mcp-context-forge
-  html_url: https://github.com/IBM/mcp-context-forge
-  stars: 3797
-  owner_login: IBM
-  owner_html_url: https://github.com/IBM
 - name: fastapi-admin
   html_url: https://github.com/fastapi-admin/fastapi-admin
-  stars: 3784
+  stars: 3799
   owner_login: fastapi-admin
   owner_html_url: https://github.com/fastapi-admin
-- name: headroom
-  html_url: https://github.com/chopratejas/headroom
-  stars: 3701
-  owner_login: chopratejas
-  owner_html_url: https://github.com/chopratejas
 - name: tracecat
   html_url: https://github.com/TracecatHQ/tracecat
-  stars: 3624
+  stars: 3703
   owner_login: TracecatHQ
   owner_html_url: https://github.com/TracecatHQ
 - name: farfalle
@@ -188,139 +193,159 @@
   stars: 3535
   owner_login: rashadphz
   owner_html_url: https://github.com/rashadphz
+- name: Rapid-MLX
+  html_url: https://github.com/raullenchai/Rapid-MLX
+  stars: 3155
+  owner_login: raullenchai
+  owner_html_url: https://github.com/raullenchai
 - name: opyrator
   html_url: https://github.com/ml-tooling/opyrator
-  stars: 3136
+  stars: 3133
   owner_login: ml-tooling
   owner_html_url: https://github.com/ml-tooling
 - name: docarray
   html_url: https://github.com/docarray/docarray
-  stars: 3119
+  stars: 3121
   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: 3110
+  stars: 3109
   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: 2910
+  stars: 2914
   owner_login: tiangolo
   owner_html_url: https://github.com/tiangolo
+- name: any-auto-register
+  html_url: https://github.com/lxf746/any-auto-register
+  stars: 2832
+  owner_login: lxf746
+  owner_html_url: https://github.com/lxf746
 - name: FastAPI-template
   html_url: https://github.com/s3rius/FastAPI-template
-  stars: 2800
+  stars: 2810
   owner_login: s3rius
   owner_html_url: https://github.com/s3rius
 - name: YC-Killer
   html_url: https://github.com/sahibzada-allahyar/YC-Killer
-  stars: 2770
+  stars: 2779
   owner_login: sahibzada-allahyar
   owner_html_url: https://github.com/sahibzada-allahyar
 - name: sqladmin
   html_url: https://github.com/smithyhq/sqladmin
-  stars: 2739
+  stars: 2759
   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: 2723
+  stars: 2731
   owner_login: ml-tooling
   owner_html_url: https://github.com/ml-tooling
-- name: Rapid-MLX
-  html_url: https://github.com/raullenchai/Rapid-MLX
-  stars: 2640
-  owner_login: raullenchai
-  owner_html_url: https://github.com/raullenchai
+- name: NoteDiscovery
+  html_url: https://github.com/gamosoft/NoteDiscovery
+  stars: 2595
+  owner_login: gamosoft
+  owner_html_url: https://github.com/gamosoft
 - name: fastapi-react
   html_url: https://github.com/Buuntu/fastapi-react
   stars: 2588
   owner_login: Buuntu
   owner_html_url: https://github.com/Buuntu
-- name: any-auto-register
-  html_url: https://github.com/lxf746/any-auto-register
-  stars: 2542
-  owner_login: lxf746
-  owner_html_url: https://github.com/lxf746
-- name: NoteDiscovery
-  html_url: https://github.com/gamosoft/NoteDiscovery
-  stars: 2531
-  owner_login: gamosoft
-  owner_html_url: https://github.com/gamosoft
 - name: supabase-py
   html_url: https://github.com/supabase/supabase-py
-  stars: 2518
+  stars: 2530
   owner_login: supabase
   owner_html_url: https://github.com/supabase
 - name: 30-Days-of-Python
   html_url: https://github.com/codingforentrepreneurs/30-Days-of-Python
-  stars: 2470
+  stars: 2483
   owner_login: codingforentrepreneurs
   owner_html_url: https://github.com/codingforentrepreneurs
 - name: RasaGPT
   html_url: https://github.com/paulpierre/RasaGPT
-  stars: 2466
+  stars: 2462
   owner_login: paulpierre
   owner_html_url: https://github.com/paulpierre
-- name: AIstudioProxyAPI
-  html_url: https://github.com/CJackHwang/AIstudioProxyAPI
-  stars: 2396
-  owner_login: CJackHwang
-  owner_html_url: https://github.com/CJackHwang
 - name: fastapi-langgraph-agent-production-ready-template
   html_url: https://github.com/wassim249/fastapi-langgraph-agent-production-ready-template
-  stars: 2338
+  stars: 2456
   owner_login: wassim249
   owner_html_url: https://github.com/wassim249
+- name: AIstudioProxyAPI
+  html_url: https://github.com/CJackHwang/AIstudioProxyAPI
+  stars: 2445
+  owner_login: CJackHwang
+  owner_html_url: https://github.com/CJackHwang
 - name: nextpy
   html_url: https://github.com/dot-agent/nextpy
-  stars: 2336
+  stars: 2341
   owner_login: dot-agent
   owner_html_url: https://github.com/dot-agent
 - name: langserve
   html_url: https://github.com/langchain-ai/langserve
-  stars: 2330
+  stars: 2329
   owner_login: langchain-ai
   owner_html_url: https://github.com/langchain-ai
-- name: fastapi-utils
-  html_url: https://github.com/fastapiutils/fastapi-utils
-  stars: 2310
-  owner_login: fastapiutils
-  owner_html_url: https://github.com/fastapiutils
 - name: fastapi-best-architecture
   html_url: https://github.com/fastapi-practices/fastapi-best-architecture
-  stars: 2256
+  stars: 2318
   owner_login: fastapi-practices
   owner_html_url: https://github.com/fastapi-practices
-- name: solara
-  html_url: https://github.com/widgetti/solara
-  stars: 2162
-  owner_login: widgetti
-  owner_html_url: https://github.com/widgetti
+- name: fastapi-utils
+  html_url: https://github.com/fastapiutils/fastapi-utils
+  stars: 2308
+  owner_login: fastapiutils
+  owner_html_url: https://github.com/fastapiutils
 - name: vue-fastapi-admin
   html_url: https://github.com/mizhexiaoxiao/vue-fastapi-admin
-  stars: 2148
+  stars: 2184
   owner_login: mizhexiaoxiao
   owner_html_url: https://github.com/mizhexiaoxiao
+- name: solara
+  html_url: https://github.com/widgetti/solara
+  stars: 2166
+  owner_login: widgetti
+  owner_html_url: https://github.com/widgetti
 - name: mangum
   html_url: https://github.com/Kludex/mangum
-  stars: 2119
+  stars: 2125
   owner_login: Kludex
   owner_html_url: https://github.com/Kludex
+- name: codex-lb
+  html_url: https://github.com/Soju06/codex-lb
+  stars: 2122
+  owner_login: Soju06
+  owner_html_url: https://github.com/Soju06
+- name: kiro-gateway
+  html_url: https://github.com/jwadow/kiro-gateway
+  stars: 2068
+  owner_login: jwadow
+  owner_html_url: https://github.com/jwadow
+- name: open-wearables
+  html_url: https://github.com/the-momentum/open-wearables
+  stars: 2036
+  owner_login: the-momentum
+  owner_html_url: https://github.com/the-momentum
 - name: slowapi
   html_url: https://github.com/laurentS/slowapi
-  stars: 2000
+  stars: 2022
   owner_login: laurentS
   owner_html_url: https://github.com/laurentS
 - name: xhs_ai_publisher
   html_url: https://github.com/BetaStreetOmnis/xhs_ai_publisher
-  stars: 1980
+  stars: 2004
   owner_login: BetaStreetOmnis
   owner_html_url: https://github.com/BetaStreetOmnis
+- name: FastAPI-boilerplate
+  html_url: https://github.com/benavlabs/FastAPI-boilerplate
+  stars: 1984
+  owner_login: benavlabs
+  owner_html_url: https://github.com/benavlabs
 - name: openapi-python-client
   html_url: https://github.com/openapi-generators/openapi-python-client
-  stars: 1960
+  stars: 1967
   owner_login: openapi-generators
   owner_html_url: https://github.com/openapi-generators
 - name: agentkit
@@ -328,34 +353,24 @@
   stars: 1944
   owner_login: BCG-X-Official
   owner_html_url: https://github.com/BCG-X-Official
-- name: FastAPI-boilerplate
-  html_url: https://github.com/benavlabs/FastAPI-boilerplate
-  stars: 1931
-  owner_login: benavlabs
-  owner_html_url: https://github.com/benavlabs
 - name: piccolo
   html_url: https://github.com/piccolo-orm/piccolo
-  stars: 1904
+  stars: 1922
   owner_login: piccolo-orm
   owner_html_url: https://github.com/piccolo-orm
 - name: manage-fastapi
   html_url: https://github.com/ycd/manage-fastapi
-  stars: 1903
+  stars: 1905
   owner_login: ycd
   owner_html_url: https://github.com/ycd
 - name: fastapi-cache
   html_url: https://github.com/long2ice/fastapi-cache
-  stars: 1865
+  stars: 1866
   owner_login: long2ice
   owner_html_url: https://github.com/long2ice
-- name: kiro-gateway
-  html_url: https://github.com/jwadow/kiro-gateway
-  stars: 1853
-  owner_login: jwadow
-  owner_html_url: https://github.com/jwadow
 - name: ormar
   html_url: https://github.com/ormar-orm/ormar
-  stars: 1809
+  stars: 1806
   owner_login: ormar-orm
   owner_html_url: https://github.com/ormar-orm
 - name: python-week-2022
@@ -363,39 +378,29 @@
   stars: 1806
   owner_login: rochacbruno
   owner_html_url: https://github.com/rochacbruno
-- name: open-wearables
-  html_url: https://github.com/the-momentum/open-wearables
-  stars: 1782
-  owner_login: the-momentum
-  owner_html_url: https://github.com/the-momentum
+- name: WebRPA
+  html_url: https://github.com/pmh1314520/WebRPA
+  stars: 1781
+  owner_login: pmh1314520
+  owner_html_url: https://github.com/pmh1314520
 - name: termpair
   html_url: https://github.com/cs01/termpair
   stars: 1735
   owner_login: cs01
   owner_html_url: https://github.com/cs01
-- name: WebRPA
-  html_url: https://github.com/pmh1314520/WebRPA
-  stars: 1718
-  owner_login: pmh1314520
-  owner_html_url: https://github.com/pmh1314520
-- name: codex-lb
-  html_url: https://github.com/Soju06/codex-lb
-  stars: 1709
-  owner_login: Soju06
-  owner_html_url: https://github.com/Soju06
 - name: fastapi-crudrouter
   html_url: https://github.com/awtkns/fastapi-crudrouter
-  stars: 1692
+  stars: 1694
   owner_login: awtkns
   owner_html_url: https://github.com/awtkns
 - name: bracket
   html_url: https://github.com/evroon/bracket
-  stars: 1682
+  stars: 1694
   owner_login: evroon
   owner_html_url: https://github.com/evroon
 - name: fastapi-pagination
   html_url: https://github.com/uriyyo/fastapi-pagination
-  stars: 1658
+  stars: 1670
   owner_login: uriyyo
   owner_html_url: https://github.com/uriyyo
 - name: langchain-serve
@@ -405,91 +410,86 @@
   owner_html_url: https://github.com/jina-ai
 - name: awesome-fastapi-projects
   html_url: https://github.com/Kludex/awesome-fastapi-projects
-  stars: 1603
+  stars: 1608
   owner_login: Kludex
   owner_html_url: https://github.com/Kludex
 - name: coronavirus-tracker-api
   html_url: https://github.com/ExpDev07/coronavirus-tracker-api
-  stars: 1567
+  stars: 1568
   owner_login: ExpDev07
   owner_html_url: https://github.com/ExpDev07
 - name: fastapi-amis-admin
   html_url: https://github.com/amisadmin/fastapi-amis-admin
-  stars: 1554
+  stars: 1559
   owner_login: amisadmin
   owner_html_url: https://github.com/amisadmin
 - name: fastcrud
   html_url: https://github.com/benavlabs/fastcrud
-  stars: 1519
+  stars: 1531
   owner_login: benavlabs
   owner_html_url: https://github.com/benavlabs
 - name: tavily-key-generator
   html_url: https://github.com/skernelx/tavily-key-generator
-  stars: 1507
+  stars: 1526
   owner_login: skernelx
   owner_html_url: https://github.com/skernelx
 - name: fastapi-boilerplate
   html_url: https://github.com/teamhide/fastapi-boilerplate
-  stars: 1490
+  stars: 1491
   owner_login: teamhide
   owner_html_url: https://github.com/teamhide
+- name: full-stack-ai-agent-template
+  html_url: https://github.com/vstorm-co/full-stack-ai-agent-template
+  stars: 1484
+  owner_login: vstorm-co
+  owner_html_url: https://github.com/vstorm-co
 - name: prometheus-fastapi-instrumentator
   html_url: https://github.com/trallnag/prometheus-fastapi-instrumentator
-  stars: 1458
+  stars: 1471
   owner_login: trallnag
   owner_html_url: https://github.com/trallnag
 - name: awesome-python-resources
   html_url: https://github.com/DjangoEx/awesome-python-resources
-  stars: 1448
+  stars: 1451
   owner_login: DjangoEx
   owner_html_url: https://github.com/DjangoEx
-- name: fastapi-tutorial
-  html_url: https://github.com/liaogx/fastapi-tutorial
-  stars: 1404
-  owner_login: liaogx
-  owner_html_url: https://github.com/liaogx
-- name: fastapi-code-generator
-  html_url: https://github.com/koxudaxi/fastapi-code-generator
-  stars: 1397
-  owner_login: koxudaxi
-  owner_html_url: https://github.com/koxudaxi
 - name: aktools
   html_url: https://github.com/akfamily/aktools
-  stars: 1394
+  stars: 1431
   owner_login: akfamily
   owner_html_url: https://github.com/akfamily
 - name: RuoYi-Vue3-FastAPI
   html_url: https://github.com/insistence/RuoYi-Vue3-FastAPI
-  stars: 1364
+  stars: 1419
   owner_login: insistence
   owner_html_url: https://github.com/insistence
-- name: budgetml
-  html_url: https://github.com/ebhy/budgetml
-  stars: 1345
-  owner_login: ebhy
-  owner_html_url: https://github.com/ebhy
-- name: full-stack-ai-agent-template
-  html_url: https://github.com/vstorm-co/full-stack-ai-agent-template
-  stars: 1316
-  owner_login: vstorm-co
-  owner_html_url: https://github.com/vstorm-co
-- name: bolt-python
-  html_url: https://github.com/slackapi/bolt-python
-  stars: 1308
-  owner_login: slackapi
-  owner_html_url: https://github.com/slackapi
-- name: bedrock-chat
-  html_url: https://github.com/aws-samples/bedrock-chat
-  stars: 1304
-  owner_login: aws-samples
-  owner_html_url: https://github.com/aws-samples
-- name: restish
-  html_url: https://github.com/rest-sh/restish
-  stars: 1303
-  owner_login: rest-sh
-  owner_html_url: https://github.com/rest-sh
+- name: fastapi-tutorial
+  html_url: https://github.com/liaogx/fastapi-tutorial
+  stars: 1418
+  owner_login: liaogx
+  owner_html_url: https://github.com/liaogx
+- name: fastapi-code-generator
+  html_url: https://github.com/koxudaxi/fastapi-code-generator
+  stars: 1396
+  owner_login: koxudaxi
+  owner_html_url: https://github.com/koxudaxi
 - name: yubal
   html_url: https://github.com/guillevc/yubal
-  stars: 1302
+  stars: 1388
   owner_login: guillevc
   owner_html_url: https://github.com/guillevc
+- name: budgetml
+  html_url: https://github.com/ebhy/budgetml
+  stars: 1343
+  owner_login: ebhy
+  owner_html_url: https://github.com/ebhy
+- name: Chatterbox-TTS-Server
+  html_url: https://github.com/devnen/Chatterbox-TTS-Server
+  stars: 1328
+  owner_login: devnen
+  owner_html_url: https://github.com/devnen
+- name: restish
+  html_url: https://github.com/rest-sh/restish
+  stars: 1321
+  owner_login: rest-sh
+  owner_html_url: https://github.com/rest-sh

docs/en/data/translation_reviewers.yml

@@ -28,6 +28,11 @@ hard-coders:
   count: 102
   avatarUrl: https://avatars.githubusercontent.com/u/9651103?u=78d12d1acdf853c817700145e73de7fd9e5d068b&v=4
   url: https://github.com/hard-coders
+YuriiMotov:
+  login: YuriiMotov
+  count: 95
+  avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
+  url: https://github.com/YuriiMotov
 hasansezertasan:
   login: hasansezertasan
   count: 95
@@ -38,11 +43,6 @@ alv2017:
   count: 88
   avatarUrl: https://avatars.githubusercontent.com/u/31544722?v=4
   url: https://github.com/alv2017
-YuriiMotov:
-  login: YuriiMotov
-  count: 87
-  avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
-  url: https://github.com/YuriiMotov
 nazarepiedady:
   login: nazarepiedady
   count: 87
@@ -383,6 +383,11 @@ mastizada:
   count: 16
   avatarUrl: https://avatars.githubusercontent.com/u/1975818?u=0751a06d7271c8bf17cb73b1b845644ab4d2c6dc&v=4
   url: https://github.com/mastizada
+waketzheng:
+  login: waketzheng
+  count: 16
+  avatarUrl: https://avatars.githubusercontent.com/u/35413830?u=df19e4fd5bb928e7d086e053ef26a46aad23bf84&v=4
+  url: https://github.com/waketzheng
 Joao-Pedro-P-Holanda:
   login: Joao-Pedro-P-Holanda
   count: 16
@@ -448,11 +453,6 @@ impocode:
   count: 13
   avatarUrl: https://avatars.githubusercontent.com/u/109408819?u=9cdfc5ccb31a2094c520f41b6087012fa9048982&v=4
   url: https://github.com/impocode
-waketzheng:
-  login: waketzheng
-  count: 13
-  avatarUrl: https://avatars.githubusercontent.com/u/35413830?u=df19e4fd5bb928e7d086e053ef26a46aad23bf84&v=4
-  url: https://github.com/waketzheng
 wesinalves:
   login: wesinalves
   count: 13
@@ -563,6 +563,11 @@ Pyth3rEx:
   count: 11
   avatarUrl: https://avatars.githubusercontent.com/u/26427764?u=087724f74d813c95925d51e354554bd4b6d6bb60&v=4
   url: https://github.com/Pyth3rEx
+ABcDexter:
+  login: ABcDexter
+  count: 11
+  avatarUrl: https://avatars.githubusercontent.com/u/7236257?u=baa7e62eb4d0014b5854bfd0d5c2b20bd9617e0d&v=4
+  url: https://github.com/ABcDexter
 mariacamilagl:
   login: mariacamilagl
   count: 10
@@ -661,7 +666,7 @@ eVery1337:
 aykhans:
   login: aykhans
   count: 9
-  avatarUrl: https://avatars.githubusercontent.com/u/88669260?u=798da457cc3276d3c6dd7fd628d0005ad8b298cc&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/88669260?u=2760f6f6728ed11108b56265682bcf68d46067a5&v=4
   url: https://github.com/aykhans
 riroan:
   login: riroan
@@ -671,7 +676,7 @@ riroan:
 MinLee0210:
   login: MinLee0210
   count: 9
-  avatarUrl: https://avatars.githubusercontent.com/u/57653278?u=e7c4d8d7eeb7bceed1680ef0e5dafec0695f57e0&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/57653278?u=9fef84dd2f7497e8b43db01ba517a5b2bd66ad88&v=4
   url: https://github.com/MinLee0210
 yodai-yodai:
   login: yodai-yodai
@@ -693,11 +698,6 @@ Yarous:
   count: 9
   avatarUrl: https://avatars.githubusercontent.com/u/61277193?u=5b462347458a373b2d599c6f416d2b75eddbffad&v=4
   url: https://github.com/Yarous
-ABcDexter:
-  login: ABcDexter
-  count: 9
-  avatarUrl: https://avatars.githubusercontent.com/u/7236257?u=baa7e62eb4d0014b5854bfd0d5c2b20bd9617e0d&v=4
-  url: https://github.com/ABcDexter
 dimaqq:
   login: dimaqq
   count: 8
@@ -756,7 +756,7 @@ EdmilsonRodrigues:
 roli2py:
   login: roli2py
   count: 8
-  avatarUrl: https://avatars.githubusercontent.com/u/61126128?u=bcb7a286e435a6b9d6a84b07db1232580ee796d4&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/61126128?u=d20921080d6b9499b39ef3431e850432fe68f903&v=4
   url: https://github.com/roli2py
 Serrones:
   login: Serrones
@@ -1281,7 +1281,7 @@ rafsaf:
 frnsimoes:
   login: frnsimoes
   count: 3
-  avatarUrl: https://avatars.githubusercontent.com/u/66239468?u=be491199e4695bb0ac43d17d59cf7d41f9df629f&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/66239468?u=c86ceed4afa180477e28b9ff0019ab894a1e1eb9&v=4
   url: https://github.com/frnsimoes
 lieryan:
   login: lieryan

docs/en/data/translators.yml

@@ -5,7 +5,7 @@ nilslindemann:
   url: https://github.com/nilslindemann
 tiangolo:
   login: tiangolo
-  count: 78
+  count: 100
   avatarUrl: https://avatars.githubusercontent.com/u/1326112?u=cb5d06e73a9e1998141b1641aa88e443c6717651&v=4
   url: https://github.com/tiangolo
 jaystone776:
@@ -23,6 +23,11 @@ valentinDruzhinin:
   count: 29
   avatarUrl: https://avatars.githubusercontent.com/u/12831905?u=aae1ebc675c91e8fa582df4fcc4fc4128106344d&v=4
   url: https://github.com/valentinDruzhinin
+YuriiMotov:
+  login: YuriiMotov
+  count: 24
+  avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
+  url: https://github.com/YuriiMotov
 tokusumi:
   login: tokusumi
   count: 23
@@ -33,11 +38,6 @@ SwftAlpc:
   count: 23
   avatarUrl: https://avatars.githubusercontent.com/u/52768429?u=6a3aa15277406520ad37f6236e89466ed44bc5b8&v=4
   url: https://github.com/SwftAlpc
-YuriiMotov:
-  login: YuriiMotov
-  count: 23
-  avatarUrl: https://avatars.githubusercontent.com/u/109919500?u=bc48be95c429989224786106b027f3c5e40cc354&v=4
-  url: https://github.com/YuriiMotov
 hasansezertasan:
   login: hasansezertasan
   count: 22
@@ -466,7 +466,7 @@ ArtemKhymenko:
 hasnatsajid:
   login: hasnatsajid
   count: 2
-  avatarUrl: https://avatars.githubusercontent.com/u/86589885?u=3712c0362d7a4000d76022339c545cf46aa5903f&v=4
+  avatarUrl: https://avatars.githubusercontent.com/u/86589885?u=a1f0d462a558e4fc7271bfcdc7e5e7de92b9e10b&v=4
   url: https://github.com/hasnatsajid
 alperiox:
   login: alperiox

docs/en/docs/_llm-test.md

@@ -185,7 +185,7 @@ See section `### Links` in the general prompt in `scripts/translate.py`.
 
 //// tab | Test
 
-Here some things wrapped in HTML "abbr" elements (Some are invented):
+Here are some things wrapped in HTML "abbr" elements (Some are invented):
 
 ### The abbr gives a full phrase { #the-abbr-gives-a-full-phrase }
 
@@ -488,7 +488,7 @@ For some language specific instructions, see e.g. section `### Headings` in `doc
 
 //// tab | Info
 
-This is a not complete and not normative list of (mostly) technical terms seen in the docs. It may be helpful for the prompt designer to figure out for which terms the LLM needs a helping hand. For example when it keeps reverting a good translation to a suboptimal translation. Or when it has problems conjugating/declinating a term in your language.
+This is neither a complete nor a normative list of (mostly) technical terms seen in the docs. It may be helpful for the prompt designer to figure out for which terms the LLM needs a helping hand. For example when it keeps reverting a good translation to a suboptimal translation. Or when it has problems conjugating/declinating a term in your language.
 
 See e.g. section `### List of English terms and their preferred German translations` in `docs/de/llm-prompt.md`.
 

docs/en/docs/advanced/additional-status-codes.md

@@ -8,7 +8,7 @@ It will use the default status code or the one you set in your *path operation*.
 
 If you want to return additional status codes apart from the main one, you can do that by returning a `Response` directly, like a `JSONResponse`, and set the additional status code directly.
 
-For example, let's say that you want to have a *path operation* that allows to update items, and returns HTTP status codes of 200 "OK" when successful.
+For example, let's say that you want to have a *path operation* that allows updating items, and returns HTTP status codes of 200 "OK" when successful.
 
 But you also want it to accept new items. And when the items didn't exist before, it creates them, and returns an HTTP status code of 201 "Created".
 

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

@@ -54,7 +54,7 @@ checker(q="somequery")
 
 /// tip
 
-All this might seem contrived. And it might not be very clear how is it useful yet.
+All this might seem contrived. And it might not be very clear how it is useful yet.
 
 These examples are intentionally simple, but show how it all works.
 
@@ -112,7 +112,7 @@ For example, imagine you have code that uses a database session in a dependency
 
 In this case, the database session would be held until the response is finished being sent, but if you don't use it, then it wouldn't be necessary to hold it.
 
-Here's how it could look like:
+Here's how it could look:
 
 {* ../../docs_src/dependencies/tutorial013_an_py310.py *}
 

docs/en/docs/advanced/dataclasses.md

@@ -24,7 +24,7 @@ Keep in mind that dataclasses can't do everything Pydantic models can do.
 
 So, you might still need to use Pydantic models.
 
-But if you have a bunch of dataclasses laying around, this is a nice trick to use them to power a web API using FastAPI. 🤓
+But if you have a bunch of dataclasses lying around, this is a nice trick to use them to power a web API using FastAPI. 🤓
 
 ///
 

docs/en/docs/advanced/events.md

@@ -142,7 +142,7 @@ So, we declare the event handler function with standard `def` instead of `async
 
 There's a high chance that the logic for your *startup* and *shutdown* is connected, you might want to start something and then finish it, acquire a resource and then release it, etc.
 
-Doing that in separated functions that don't share logic or variables together is more difficult as you would need to store values in global variables or similar tricks.
+Doing that in separate functions that don't share logic or variables together is more difficult as you would need to store values in global variables or similar tricks.
 
 Because of that, it's now recommended to instead use the `lifespan` as explained above.
 

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

@@ -20,20 +20,6 @@ FastAPI automatically generates **OpenAPI 3.1** specifications, so any tool you
 
 ///
 
-## SDK Generators from FastAPI Sponsors { #sdk-generators-from-fastapi-sponsors }
-
-This section highlights **venture-backed** and **company-supported** solutions from companies that sponsor FastAPI. These products provide **additional features** and **integrations** on top of high-quality generated SDKs.
-
-By ✨ [**sponsoring FastAPI**](../help-fastapi.md#sponsor-the-author) ✨, these companies help ensure the framework and its **ecosystem** remain healthy and **sustainable**.
-
-Their sponsorship also demonstrates a strong commitment to the FastAPI **community** (you), showing that they care not only about offering a **great service** but also about supporting a **robust and thriving framework**, FastAPI. 🙇
-
-For example, you might want to try:
-
-* [Stainless](https://www.stainless.com/?utm_source=fastapi&utm_medium=referral)
-
-Some of these solutions may also be open source or offer free tiers, so you can try them without a financial commitment. Other commercial SDK generators are available and can be found online. 🤓
-
 ## Create a TypeScript SDK { #create-a-typescript-sdk }
 
 Let's start with a simple FastAPI application:

docs/en/docs/advanced/json-base64-bytes.md

@@ -4,7 +4,7 @@ If your app needs to receive and send JSON data, but you need to include binary
 
 ## Base64 vs Files { #base64-vs-files }
 
-Consider first if you can use [Request Files](../tutorial/request-files.md) for uploading binary data and [Custom Response - FileResponse](./custom-response.md#fileresponse--fileresponse-) for sending binary data, instead of encoding it in JSON.
+Consider first if you can use [Request Files](../tutorial/request-files.md) for uploading binary data and [Custom Response - FileResponse](./custom-response.md#fileresponse) for sending binary data, instead of encoding it in JSON.
 
 JSON can only contain UTF-8 encoded strings, so it can't contain raw bytes.
 

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

@@ -4,7 +4,7 @@ You could create an API with a *path operation* that could trigger a request to
 
 The process that happens when your API app calls the *external API* is named a "callback". Because the software that the external developer wrote sends a request to your API and then your API *calls back*, sending a request to an *external API* (that was probably created by the same developer).
 
-In this case, you could want to document how that external API *should* look like. What *path operation* it should have, what body it should expect, what response it should return, etc.
+In this case, you could want to document how that external API *should* look. What *path operation* it should have, what body it should expect, what response it should return, etc.
 
 ## An app with callbacks { #an-app-with-callbacks }
 
@@ -25,7 +25,7 @@ Then your API will (let's imagine):
 
 ## The normal **FastAPI** app { #the-normal-fastapi-app }
 
-Let's first see how the normal API app would look like before adding the callback.
+Let's first see how the normal API app would look before adding the callback.
 
 It will have a *path operation* that will receive an `Invoice` body, and a query parameter `callback_url` that will contain the URL for the callback.
 
@@ -56,7 +56,7 @@ httpx.post(callback_url, json={"description": "Invoice paid", "paid": True})
 
 But possibly the most important part of the callback is making sure that your API user (the external developer) implements the *external API* correctly, according to the data that *your API* is going to send in the request body of the callback, etc.
 
-So, what we will do next is add the code to document how that *external API* should look like to receive the callback from *your API*.
+So, what we will do next is add the code to document how that *external API* should look to receive the callback from *your API*.
 
 That documentation will show up in the Swagger UI at `/docs` in your API, and it will let external developers know how to build the *external API*.
 
@@ -72,11 +72,11 @@ When implementing the callback yourself, you could use something like [HTTPX](ht
 
 ## Write the callback documentation code { #write-the-callback-documentation-code }
 
-This code won't be executed in your app, we only need it to *document* how that *external API* should look like.
+This code won't be executed in your app, we only need it to *document* how that *external API* should look.
 
 But, you already know how to easily create automatic documentation for an API with **FastAPI**.
 
-So we are going to use that same knowledge to document how the *external API* should look like... by creating the *path operation(s)* that the external API should implement (the ones your API will call).
+So we are going to use that same knowledge to document how the *external API* should look... by creating the *path operation(s)* that the external API should implement (the ones your API will call).
 
 /// tip
 
@@ -167,13 +167,13 @@ Notice how the callback URL used contains the URL received as a query parameter
 
 At this point you have the *callback path operation(s)* needed (the one(s) that the *external developer*  should implement in the *external API*) in the callback router you created above.
 
-Now use the parameter `callbacks` in *your API's path operation decorator* to pass the attribute `.routes` (that's actually just a `list` of routes/*path operations*) from that callback router:
+Now use the parameter `callbacks` in *your API's path operation decorator* to pass the attribute `.routes` from that callback router:
 
 {* ../../docs_src/openapi_callbacks/tutorial001_py310.py hl[33] *}
 
 /// tip
 
-Notice that you are not passing the router itself (`invoices_callback_router`) to `callback=`, but the attribute `.routes`, as in `invoices_callback_router.routes`.
+Notice that you are not passing the router itself (`invoices_callback_router`) to `callbacks=`, but its `.routes`, as in `invoices_callback_router.routes`. FastAPI will use those routes to generate the callback OpenAPI documentation.
 
 ///
 
@@ -181,6 +181,6 @@ Notice that you are not passing the router itself (`invoices_callback_router`) t
 
 Now you can start your app and go to [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs).
 
-You will see your docs including a "Callbacks" section for your *path operation* that shows how the *external API* should look like:
+You will see your docs including a "Callbacks" section for your *path operation* that shows how the *external API* should look:
 
 <img src="/img/tutorial/openapi-callbacks/image01.png">

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

@@ -16,17 +16,11 @@ You would have to make sure that it is unique for each operation.
 
 ### Using the *path operation function* name as the operationId { #using-the-path-operation-function-name-as-the-operationid }
 
-If you want to use your APIs' function names as `operationId`s, you can iterate over all of them and override each *path operation's* `operation_id` using their `APIRoute.name`.
+If you want to use your APIs' function names as `operationId`s, you can pass a custom `generate_unique_id_function` to `FastAPI`.
 
-You should do it after adding all your *path operations*.
+The function receives each `APIRoute` and returns the `operationId` to use for that path operation.
 
-{* ../../docs_src/path_operation_advanced_configuration/tutorial002_py310.py hl[2, 12:21, 24] *}
-
-/// tip
-
-If you manually call `app.openapi()`, you should update the `operationId`s before that.
-
-///
+{* ../../docs_src/path_operation_advanced_configuration/tutorial002_py310.py hl[2,5:6,9] *}
 
 /// warning
 

docs/en/docs/advanced/response-change-status-code.md

@@ -18,7 +18,7 @@ For those cases, you can use a `Response` parameter.
 
 You can declare a parameter of type `Response` in your *path operation function* (as you can do for cookies and headers).
 
-And then you can set the `status_code` in that *temporal* response object.
+And then you can set the `status_code` in that *temporary* response object.
 
 {* ../../docs_src/response_change_status_code/tutorial001_py310.py hl[1,9,12] *}
 
@@ -26,6 +26,6 @@ And then you can return any object you need, as you normally would (a `dict`, a
 
 And if you declared a `response_model`, it will still be used to filter and convert the object you returned.
 
-**FastAPI** will use that *temporal* response to extract the status code (also cookies and headers), and will put them in the final response that contains the value you returned, filtered by any `response_model`.
+**FastAPI** will use that *temporary* response to extract the status code (also cookies and headers), and will put them in the final response that contains the value you returned, filtered by any `response_model`.
 
 You can also declare the `Response` parameter in dependencies, and set the status code in them. But keep in mind that the last one to be set will win.

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

@@ -4,7 +4,7 @@
 
 You can declare a parameter of type `Response` in your *path operation function*.
 
-And then you can set cookies in that *temporal* response object.
+And then you can set cookies in that *temporary* response object.
 
 {* ../../docs_src/response_cookies/tutorial002_py310.py hl[1, 8:9] *}
 
@@ -12,7 +12,7 @@ And then you can return any object you need, as you normally would (a `dict`, a
 
 And if you declared a `response_model`, it will still be used to filter and convert the object you returned.
 
-**FastAPI** will use that *temporal* response to extract the cookies (also headers and status code), and will put them in the final response that contains the value you returned, filtered by any `response_model`.
+**FastAPI** will use that *temporary* response to extract the cookies (also headers and status code), and will put them in the final response that contains the value you returned, filtered by any `response_model`.
 
 You can also declare the `Response` parameter in dependencies, and set cookies (and headers) in them.
 

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

@@ -4,7 +4,7 @@
 
 You can declare a parameter of type `Response` in your *path operation function* (as you can do for cookies).
 
-And then you can set headers in that *temporal* response object.
+And then you can set headers in that *temporary* response object.
 
 {* ../../docs_src/response_headers/tutorial002_py310.py hl[1, 7:8] *}
 
@@ -12,7 +12,7 @@ And then you can return any object you need, as you normally would (a `dict`, a
 
 And if you declared a `response_model`, it will still be used to filter and convert the object you returned.
 
-**FastAPI** will use that *temporal* response to extract the headers (also cookies and status code), and will put them in the final response that contains the value you returned, filtered by any `response_model`.
+**FastAPI** will use that *temporary* response to extract the headers (also cookies and status code), and will put them in the final response that contains the value you returned, filtered by any `response_model`.
 
 You can also declare the `Response` parameter in dependencies, and set headers (and cookies) in them.
 

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

@@ -194,11 +194,11 @@ For this, we use `security_scopes.scopes`, that contains a `list` with all these
 
 Let's review again this dependency tree and the scopes.
 
-As the `get_current_active_user` dependency has as a sub-dependency on `get_current_user`, the scope `"me"` declared at `get_current_active_user` will be included in the list of required scopes in the `security_scopes.scopes` passed to `get_current_user`.
+As the `get_current_active_user` dependency has `get_current_user` as a sub-dependency, the scope `"me"` declared at `get_current_active_user` will be included in the list of required scopes in the `security_scopes.scopes` passed to `get_current_user`.
 
 The *path operation* itself also declares a scope, `"items"`, so this will also be in the list of `security_scopes.scopes` passed to `get_current_user`.
 
-Here's how the hierarchy of dependencies and scopes looks like:
+Here's what the hierarchy of dependencies and scopes looks like:
 
 * The *path operation* `read_own_items` has:
     * Required scopes `["items"]` with the dependency:

docs/en/docs/advanced/settings.md

@@ -14,7 +14,7 @@ To understand environment variables you can read [Environment Variables](../envi
 
 ## Types and validation { #types-and-validation }
 
-These environment variables can only handle text strings, as they are external to Python and have to be compatible with other programs and the rest of the system (and even with different operating systems, as Linux, Windows, macOS).
+These environment variables can only handle text strings, as they are external to Python and have to be compatible with other programs and the rest of the system (and even with different operating systems, such as Linux, Windows, and macOS).
 
 That means that any value read in Python from an environment variable will be a `str`, and any conversion to a different type or any validation has to be done in code.
 

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

@@ -14,7 +14,7 @@ Added in FastAPI 0.134.0.
 
 You could use this if you want to stream pure strings, for example directly from the output of an **AI LLM** service.
 
-You could also use it to stream **large binary files**, where you stream each chunk of data as you read it, without having to read it all in memory at once.
+You could also use it to stream **large binary files**, where you stream each chunk of data as you read it, without having to read it all into memory at once.
 
 You could also stream **video** or **audio** this way, it could even be generated as you process and send it.
 

docs/en/docs/advanced/wsgi.md

@@ -24,7 +24,7 @@ And then mount that under a path.
 
 Previously, it was recommended to use `WSGIMiddleware` from `fastapi.middleware.wsgi`, but it is now deprecated.
 
-It’s advised to use the `a2wsgi` package instead. The usage remains the same.
+It's advised to use the `a2wsgi` package instead. The usage remains the same.
 
 Just ensure that you have the `a2wsgi` package installed and import `WSGIMiddleware` correctly from `a2wsgi`.
 

docs/en/docs/alternatives.md

@@ -24,7 +24,7 @@ It was created to generate the HTML in the backend, not to create APIs used by a
 
 ### [Django REST Framework](https://www.django-rest-framework.org/) { #django-rest-framework }
 
-Django REST framework was created to be a flexible toolkit for building Web APIs using Django underneath, to improve its API capabilities.
+Django REST Framework was created to be a flexible toolkit for building Web APIs using Django underneath, to improve its API capabilities.
 
 It is used by many companies including Mozilla, Red Hat and Eventbrite.
 
@@ -345,7 +345,7 @@ Hug was created by Timothy Crosley, the same creator of [`isort`](https://github
 
 Hug inspired parts of APIStar, and was one of the tools I found most promising, alongside APIStar.
 
-Hug helped inspiring **FastAPI** to use Python type hints to declare parameters, and to generate a schema defining the API automatically.
+Hug helped inspire **FastAPI** to use Python type hints to declare parameters, and to generate a schema defining the API automatically.
 
 Hug inspired **FastAPI** to declare a `response` parameter in functions to set headers and cookies.
 
@@ -380,7 +380,7 @@ Now APIStar is a set of tools to validate OpenAPI specifications, not a web fram
 APIStar was created by Tom Christie. The same guy that created:
 
 * Django REST Framework
-* Starlette (in which **FastAPI** is based)
+* Starlette (on which **FastAPI** is based)
 * Uvicorn (used by Starlette and **FastAPI**)
 
 ///
@@ -393,7 +393,7 @@ The idea of declaring multiple things (data validation, serialization and docume
 
 And after searching for a long time for a similar framework and testing many different alternatives, APIStar was the best option available.
 
-Then APIStar stopped to exist as a server and Starlette was created, and was a new better foundation for such a system. That was the final inspiration to build **FastAPI**.
+Then APIStar stopped existing as a server and Starlette was created, and was a new better foundation for such a system. That was the final inspiration to build **FastAPI**.
 
 I consider **FastAPI** a "spiritual successor" to APIStar, while improving and increasing the features, typing system, and other parts, based on the learnings from all these previous tools.
 

docs/en/docs/async.md

@@ -70,7 +70,7 @@ Asynchronous code just means that the language 💬 has a way to tell the comput
 
 So, during that time, the computer can go and do some other work, while "slow-file" 📝 finishes.
 
-Then the computer / program 🤖 will come back every time it has a chance because it's waiting again, or whenever it 🤖 finished all the work it had at that point. And it 🤖 will see if any of the tasks it was waiting for have already finished, doing whatever it had to do.
+Then the computer / program 🤖 will come back every time it has a chance because it's waiting again, or whenever it 🤖 finishes all the work it had at that point. And it 🤖 will see if any of the tasks it was waiting for have already finished, doing whatever it had to do.
 
 Next, it 🤖 takes the first task to finish (let's say, our "slow-file" 📝) and continues whatever it had to do with it.
 
@@ -78,7 +78,7 @@ That "wait for something else" normally refers to <abbr title="Input and Output"
 
 * the data from the client to be sent through the network
 * the data sent by your program to be received by the client through the network
-* the contents of a file in the disk to be read by the system and given to your program
+* the contents of a file on the disk to be read by the system and given to your program
 * the contents your program gave to the system to be written to disk
 * a remote API operation
 * a database operation to finish
@@ -257,7 +257,7 @@ And as you can have parallelism and asynchronicity at the same time, you get hig
 
 Nope! That's not the moral of the story.
 
-Concurrency is different than parallelism. And it is better on **specific** scenarios that involve a lot of waiting. Because of that, it generally is a lot better than parallelism for web application development. But not for everything.
+Concurrency is different than parallelism. And it is better in **specific** scenarios that involve a lot of waiting. Because of that, it generally is a lot better than parallelism for web application development. But not for everything.
 
 So, to balance that out, imagine the following short story:
 
@@ -267,7 +267,7 @@ So, to balance that out, imagine the following short story:
 
 ---
 
-There's no waiting 🕙 anywhere, just a lot of work to be done, on multiple places of the house.
+There's no waiting 🕙 anywhere, just a lot of work to be done, in multiple places of the house.
 
 You could have turns as in the burgers example, first the living room, then the kitchen, but as you are not waiting 🕙 for anything, just cleaning and cleaning, the turns wouldn't affect anything.
 
@@ -296,7 +296,7 @@ With **FastAPI** you can take advantage of concurrency that is very common for w
 
 But you can also exploit the benefits of parallelism and multiprocessing (having multiple processes running in parallel) for **CPU bound** workloads like those in Machine Learning systems.
 
-That, plus the simple fact that Python is the main language for **Data Science**, Machine Learning and especially Deep Learning, make FastAPI a very good match for Data Science / Machine Learning web APIs and applications (among many others).
+That, plus the simple fact that Python is the main language for **Data Science**, Machine Learning and especially Deep Learning, makes FastAPI a very good match for Data Science / Machine Learning web APIs and applications (among many others).
 
 To see how to achieve this parallelism in production see the section about [Deployment](deployment/index.md).
 
@@ -340,7 +340,7 @@ burgers = get_burgers(2)
 
 ---
 
-So, if you are using a library that tells you that you can call it with `await`, you need to create the *path operation functions* that uses it with `async def`, like in:
+So, if you are using a library that tells you that you can call it with `await`, you need to create the *path operation functions* that use it with `async def`, like in:
 
 ```Python hl_lines="2-3"
 @app.get('/burgers')
@@ -435,7 +435,7 @@ Any other utility function that you call directly can be created with normal `de
 
 This is in contrast to the functions that FastAPI calls for you: *path operation functions* and dependencies.
 
-If your utility function is a normal function with `def`, it will be called directly (as you write it in your code), not in a threadpool, if the function is created with `async def` then you should `await` for that function when you call it in your code.
+If your utility function is a normal function with `def`, it will be called directly (as you write it in your code), not in a threadpool, if the function is created with `async def` then you should `await` that function when you call it in your code.
 
 ---
 

docs/en/docs/deployment/cloud.md

@@ -16,7 +16,7 @@ FastAPI Cloud is the primary sponsor and funding provider for the *FastAPI and f
 
 ## Cloud Providers - Sponsors { #cloud-providers-sponsors }
 
-Some other cloud providers ✨ [**sponsor FastAPI**](../help-fastapi.md#sponsor-the-author) ✨ too. 🙇
+Some other cloud providers ✨ [**sponsor FastAPI**](https://github.com/sponsors/tiangolo) ✨ too. 🙇
 
 You might also want to consider them to follow their guides and try their services:
 

docs/en/docs/deployment/concepts.md

@@ -36,9 +36,9 @@ And there has to be something in charge of **renewing the HTTPS certificates**,
 Some of the tools you could use as a TLS Termination Proxy are:
 
 * Traefik
-    * Automatically handles certificates renewals ✨
+    * Automatically handles certificate renewals ✨
 * Caddy
-    * Automatically handles certificates renewals ✨
+    * Automatically handles certificate renewals ✨
 * Nginx
     * With an external component like Certbot for certificate renewals
 * HAProxy

docs/en/docs/deployment/docker.md

@@ -283,7 +283,7 @@ CMD ["fastapi", "run", "app/main.py", "--proxy-headers", "--port", "80"]
 
 #### Docker Cache { #docker-cache }
 
-There's an important trick in this `Dockerfile`, we first copy the **file with the dependencies alone**, not the rest of the code. Let me tell you why is that.
+There's an important trick in this `Dockerfile`, we first copy the **file with the dependencies alone**, not the rest of the code. Let me tell you why that is.
 
 ```Dockerfile
 COPY ./requirements.txt /code/requirements.txt
@@ -301,7 +301,7 @@ RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
 
 The file with the package requirements **won't change frequently**. So, by copying only that file, Docker will be able to **use the cache** for that step.
 
-And then, Docker will be able to **use the cache for the next step** that downloads and install those dependencies. And here's where we **save a lot of time**. ✨ ...and avoid boredom waiting. 😪😆
+And then, Docker will be able to **use the cache for the next step** that downloads and installs those dependencies. And here's where we **save a lot of time**. ✨ ...and avoid boredom waiting. 😪😆
 
 Downloading and installing the package dependencies **could take minutes**, but using the **cache** would **take seconds** at most.
 
@@ -488,7 +488,7 @@ And normally this **load balancer** would be able to handle requests that go to
 
 In this type of scenario, you probably would want to have **a single (Uvicorn) process per container**, as you would already be handling replication at the cluster level.
 
-So, in this case, you **would not** want to have a multiple workers in the container, for example with the `--workers` command line option. You would want to have just a **single Uvicorn process** per container (but probably multiple containers).
+So, in this case, you **would not** want to have multiple workers in the container, for example with the `--workers` command line option. You would want to have just a **single Uvicorn process** per container (but probably multiple containers).
 
 Having another process manager inside the container (as would be with multiple workers) would only add **unnecessary complexity** that you are most probably already taking care of with your cluster system.
 
@@ -519,7 +519,7 @@ Here are some examples of when that could make sense:
 
 #### A Simple App { #a-simple-app }
 
-You could want a process manager in the container if your application is **simple enough** that can run it on a **single server**, not a cluster.
+You could want a process manager in the container if your application is **simple enough** that you can run it on a **single server**, not a cluster.
 
 #### Docker Compose { #docker-compose }
 
@@ -544,7 +544,7 @@ If you run **a single process per container** you will have a more or less well-
 
 And then you can set those same memory limits and requirements in your configurations for your container management system (for example in **Kubernetes**). That way it will be able to **replicate the containers** in the **available machines** taking into account the amount of memory needed by them, and the amount available in the machines in the cluster.
 
-If your application is **simple**, this will probably **not be a problem**, and you might not need to specify hard memory limits. But if you are **using a lot of memory** (for example with **machine learning** models), you should check how much memory you are consuming and adjust the **number of containers** that runs in **each machine** (and maybe add more machines to your cluster).
+If your application is **simple**, this will probably **not be a problem**, and you might not need to specify hard memory limits. But if you are **using a lot of memory** (for example with **machine learning** models), you should check how much memory you are consuming and adjust the **number of containers** that run on **each machine** (and maybe add more machines to your cluster).
 
 If you run **multiple processes per container** you will have to make sure that the number of processes started doesn't **consume more memory** than what is available.
 

docs/en/docs/deployment/https.md

@@ -59,7 +59,7 @@ The idea is to automate the acquisition and renewal of these certificates so tha
 
 ## HTTPS for Developers { #https-for-developers }
 
-Here's an example of how an HTTPS API could look like, step by step, paying attention mainly to the ideas important for developers.
+Here's an example of how an HTTPS API could look, step by step, paying attention mainly to the ideas important for developers.
 
 ### Domain Name { #domain-name }
 
@@ -192,7 +192,7 @@ All this renewal process, while still serving the app, is one of the main reason
 
 ## Proxy Forwarded Headers { #proxy-forwarded-headers }
 
-When using a proxy to handle HTTPS, your **application server** (for example Uvicorn via FastAPI CLI) doesn't known anything about the HTTPS process, it communicates with plain HTTP with the **TLS Termination Proxy**.
+When using a proxy to handle HTTPS, your **application server** (for example Uvicorn via FastAPI CLI) doesn't know anything about the HTTPS process, it communicates with plain HTTP with the **TLS Termination Proxy**.
 
 This **proxy** would normally set some HTTP headers on the fly before transmitting the request to the **application server**, to let the application server know that the request is being **forwarded** by the proxy.
 

docs/en/docs/deployment/manually.md

@@ -93,7 +93,7 @@ A similar process would apply to any other ASGI server program.
 
 By adding the `standard`, Uvicorn will install and use some recommended extra dependencies.
 
-That including `uvloop`, the high-performance drop-in replacement for `asyncio`, that provides the big concurrency performance boost.
+That includes `uvloop`, the high-performance drop-in replacement for `asyncio`, that provides the big concurrency performance boost.
 
 When you install FastAPI with something like `pip install "fastapi[standard]"` you already get `uvicorn[standard]` as well.
 

docs/en/docs/editor-support.md

@@ -20,4 +20,4 @@ By default, the extension will automatically discover FastAPI applications in yo
 - **Deploy to FastAPI Cloud** - One-click deployment of your app to [FastAPI Cloud](https://fastapicloud.com/).
 - **Stream Application Logs** - Real-time log streaming from your FastAPI Cloud-deployed application with level filtering and text search.
 
-If you'd like to familiarize yourself with the extension's features, you can checkout the extension walkthrough by opening the Command Palette (<kbd>Ctrl</kbd> + <kbd>Shift</kbd> + <kbd>P</kbd> or on macOS: <kbd>Cmd</kbd> + <kbd>Shift</kbd> + <kbd>P</kbd>) and selecting "Welcome: Open walkthrough..." and then choosing the "Get started with FastAPI" walkthrough.
+If you'd like to familiarize yourself with the extension's features, you can check out the extension walkthrough by opening the Command Palette (<kbd>Ctrl</kbd> + <kbd>Shift</kbd> + <kbd>P</kbd> or on macOS: <kbd>Cmd</kbd> + <kbd>Shift</kbd> + <kbd>P</kbd>) and selecting "Welcome: Open walkthrough..." and then choosing the "Get started with FastAPI" walkthrough.

docs/en/docs/environment-variables.md

@@ -159,7 +159,7 @@ You can read more about it at [The Twelve-Factor App: Config](https://12factor.n
 
 ## Types and Validation { #types-and-validation }
 
-These environment variables can only handle **text strings**, as they are external to Python and have to be compatible with other programs and the rest of the system (and even with different operating systems, as Linux, Windows, macOS).
+These environment variables can only handle **text strings**, as they are external to Python and have to be compatible with other programs and the rest of the system (and even with different operating systems, such as Linux, Windows, and macOS).
 
 That means that **any value** read in Python from an environment variable **will be a `str`**, and any conversion to a different type or any validation has to be done in code.
 

docs/en/docs/external-links.md

@@ -7,7 +7,7 @@ include_yaml:
 
 **FastAPI** has a great community constantly growing.
 
-There are many posts, articles, tools, and projects, related to **FastAPI**.
+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.
 

docs/en/docs/fastapi-people.md

@@ -31,7 +31,7 @@ This is me:
 
 </div>
 
-I'm the creator of **FastAPI**. You can read more about that in [Help FastAPI - Get Help - Connect with the author](help-fastapi.md#connect-with-the-author).
+I'm the creator of **FastAPI**. You can read more about that in [Help FastAPI - Follow the author](help-fastapi.md#follow-the-author).
 
 ...But here I want to show you the community.
 
@@ -42,9 +42,8 @@ I'm the creator of **FastAPI**. You can read more about that in [Help FastAPI -
 These are the people that:
 
 * [Help others with questions in GitHub](help-fastapi.md#help-others-with-questions-in-github).
-* [Create Pull Requests](help-fastapi.md#create-a-pull-request).
-* Review Pull Requests, [especially important for translations](contributing.md#translations).
-* Help [manage the repository](management-tasks.md) (team members).
+* Create or review Pull Requests.
+* Help [manage the repository](https://tiangolo.com/open-source/management-tasks/) (team members).
 
 All these tasks help maintain the repository.
 
@@ -54,7 +53,7 @@ A round of applause to them. 👏 🙇
 
 This is the current list of team members. 😎
 
-They have different levels of involvement and permissions, they can perform [repository management tasks](./management-tasks.md) and together we  [manage the FastAPI repository](./management.md).
+They have different levels of involvement and permissions, they can perform [repository management tasks](https://tiangolo.com/open-source/management-tasks/) and together we [manage the FastAPI repository](./management.md).
 
 <div class="user-list user-list-center">
 
@@ -66,7 +65,7 @@ They have different levels of involvement and permissions, they can perform [rep
 
 </div>
 
-Although the team members have the permissions to perform privileged tasks, all the [help from others maintaining FastAPI](./help-fastapi.md#help-maintain-fastapi) is very much appreciated! 🙇‍♂️
+Although the team members have the permissions to perform privileged tasks, all the help from others maintaining FastAPI is very much appreciated! 🙇‍♂️
 
 ## FastAPI Experts
 
@@ -186,7 +185,7 @@ These are the users that have [helped others the most with questions in GitHub](
 
 Here are the **Top Contributors**. 👷
 
-These users have [created the most Pull Requests](help-fastapi.md#create-a-pull-request) that have been *merged*.
+These users have created the most Pull Requests that have been *merged*.
 
 They have contributed source code, documentation, etc. 📦
 
@@ -210,7 +209,7 @@ There are hundreds of other contributors, you can see them all in the [FastAPI G
 
 These users are the **Top Translation Reviewers**. 🕵️
 
-Translation reviewers have the [**power to approve translations**](contributing.md#translations) of the documentation. Without them, there wouldn't be documentation in several other languages.
+Translation reviewers have the **power to approve translations** of the documentation. Without them, there wouldn't be documentation in several other languages.
 
 <div class="user-list user-list-center">
 {% for user in (translation_reviewers.values() | list)[:50] %}
@@ -250,6 +249,16 @@ They are supporting my work with **FastAPI** (and others), mainly through [GitHu
 <a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
 {% endfor %}
 {% endif %}
+
+{% if sponsors.bronze %}
+
+### Bronze Sponsors
+
+{% for sponsor in sponsors.bronze -%}
+<a href="{{ sponsor.url }}" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
+{% endfor %}
+{% endif %}
+
 {% endif %}
 
 ### Individual Sponsors

docs/en/docs/features.md

@@ -73,11 +73,11 @@ Pass the keys and values of the `second_user_data` dict directly as key-value ar
 
 ### Editor support { #editor-support }
 
-All the framework was designed to be easy and intuitive to use, all the decisions were tested on multiple editors even before starting development, to ensure the best development experience.
+The whole framework was designed to be easy and intuitive to use, all the decisions were tested on multiple editors even before starting development, to ensure the best development experience.
 
 In the Python developer surveys, it's clear [that one of the most used features is "autocompletion"](https://www.jetbrains.com/research/python-developers-survey-2017/#tools-and-features).
 
-The whole **FastAPI** framework is based to satisfy that. Autocompletion works everywhere.
+The whole **FastAPI** framework is designed to satisfy that. Autocompletion works everywhere.
 
 You will rarely need to come back to the docs.
 
@@ -147,7 +147,7 @@ FastAPI includes an extremely easy to use, but extremely powerful <dfn title='al
 
 ### Unlimited "plug-ins" { #unlimited-plug-ins }
 
-Or in other way, no need for them, import and use the code you need.
+Or, in other words, no need for them, import and use the code you need.
 
 Any integration is designed to be so simple to use (with dependencies) that you can create a "plug-in" for your application in 2 lines of code using the same structure and syntax used for your *path operations*.
 
@@ -179,7 +179,7 @@ With **FastAPI** you get all of **Starlette**'s features (as FastAPI is just Sta
 
 **FastAPI** is fully compatible with (and based on) [**Pydantic**](https://docs.pydantic.dev/). So, any additional Pydantic code you have, will also work.
 
-Including external libraries also based on Pydantic, as <abbr title="Object-Relational Mapper">ORM</abbr>s, <abbr title="Object-Document Mapper">ODM</abbr>s for databases.
+Including external libraries also based on Pydantic, such as <abbr title="Object-Relational Mapper">ORM</abbr>s and <abbr title="Object-Document Mapper">ODM</abbr>s for databases.
 
 This also means that in many cases you can pass the same object you get from a request **directly to the database**, as everything is validated automatically.
 

docs/en/docs/help-fastapi.md

@@ -26,7 +26,7 @@ You can follow **FastAPI** online in several places:
 
 You can "star" FastAPI in GitHub (clicking the star button at the top right): [https://github.com/fastapi/fastapi](https://github.com/fastapi/fastapi). ⭐️
 
-By adding a star, other users will be able to find it more easily and see that it has been already useful for others.
+By adding a star, other users will be able to find it more easily and see that it has already been useful for others.
 
 ## Watch the GitHub repository for releases { #watch-the-github-repository-for-releases }
 

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

@@ -67,4 +67,4 @@ presets: [
 
 These are **JavaScript** objects, not strings, so you can't pass them from Python code directly.
 
-If you need to use JavaScript-only configurations like those, you can use one of the methods above. Override all the Swagger UI *path operation* and manually write any JavaScript you need.
+If you need to use JavaScript-only configurations like those, you can use one of the methods above. Override the whole Swagger UI *path operation* and manually write any JavaScript you need.

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

@@ -94,7 +94,7 @@ All we need to do is handle the request inside a `try`/`except` block:
 
 {* ../../docs_src/custom_request_and_route/tutorial002_an_py310.py hl[14,16] *}
 
-If an exception occurs, the`Request` instance will still be in scope, so we can read and make use of the request body when handling the error:
+If an exception occurs, the `Request` instance will still be in scope, so we can read and make use of the request body when handling the error:
 
 {* ../../docs_src/custom_request_and_route/tutorial002_an_py310.py hl[17:19] *}
 

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

@@ -25,7 +25,15 @@ And that function `get_openapi()` receives as parameters:
 * `openapi_version`: The version of the OpenAPI specification used. By default, the latest: `3.1.0`.
 * `summary`: A short summary of the API.
 * `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`.
+* `routes`: The routes from the application, taken from `app.routes`. FastAPI uses them to collect the registered *path operations*, including those from included routers.
+
+/// tip | Technical Details
+
+`app.routes` is a lower-level route tree. It can include route candidates that FastAPI uses internally for included routers, not only final `APIRoute` objects.
+
+You can still pass `app.routes` to `get_openapi()`. FastAPI will traverse that route tree to collect the effective path operations.
+
+///
 
 /// note
 

docs/en/docs/how-to/graphql.md

@@ -57,4 +57,4 @@ If you need GraphQL, I still would recommend you check out [Strawberry](https://
 
 You can learn more about **GraphQL** in the [official GraphQL documentation](https://graphql.org/).
 
-You can also read more about each those libraries described above in their links.
+You can also read more about each of those libraries described above in their links.

docs/en/docs/how-to/migrate-from-pydantic-v1-to-pydantic-v2.md

@@ -8,6 +8,8 @@ FastAPI version 0.119.0 introduced partial support for Pydantic v1 from inside o
 
 FastAPI 0.126.0 dropped support for Pydantic v1, while still supporting `pydantic.v1` for a little while.
 
+FastAPI 0.128.0 dropped support for `pydantic.v1` as well, so the latest versions of FastAPI require Pydantic v2.
+
 /// warning
 
 The Pydantic team stopped support for Pydantic v1 for the latest versions of Python, starting with **Python 3.14**.
@@ -54,6 +56,16 @@ This means that you can install the latest version of Pydantic v2 and import and
 
 ### FastAPI support for Pydantic v1 in v2 { #fastapi-support-for-pydantic-v1-in-v2 }
 
+/// warning
+
+This FastAPI support for `pydantic.v1` models was added in **FastAPI 0.119.0** and removed in **FastAPI 0.128.0**. It was meant to be a temporary aid for the migration to Pydantic v2.
+
+In current versions of FastAPI, using a `pydantic.v1` model in your app will raise an error.
+
+The rest of this section describes the temporary support available only in those older versions.
+
+///
+
 Since FastAPI 0.119.0, there's also partial support for Pydantic v1 from inside of Pydantic v2, to facilitate the migration to v2.
 
 So, you could upgrade Pydantic to the latest version 2, and change the imports to use the `pydantic.v1` submodule, and in many cases it would just work.
@@ -88,7 +100,7 @@ graph TB
     style V2Field fill:#f9fff3
 ```
 
-...but, you can have separated models using Pydantic v1 and v2 in the same app.
+...but you can have separate models, some using Pydantic v1 and others using Pydantic v2, in the same app.
 
 ```mermaid
 graph TB
@@ -122,6 +134,12 @@ If you need to use some of the FastAPI-specific tools for parameters like `Body`
 
 ### Migrate in steps { #migrate-in-steps }
 
+/// warning
+
+The gradual migration using both Pydantic v1 and v2 models in the same app described below only works in **FastAPI 0.119.0 to 0.127.x**. It was removed in **FastAPI 0.128.0**, the latest versions require **Pydantic v2** models.
+
+///
+
 /// tip
 
 First try with `bump-pydantic`, if your tests pass and that works, then you're done in one command. ✨
@@ -130,6 +148,6 @@ First try with `bump-pydantic`, if your tests pass and that works, then you're d
 
 If `bump-pydantic` doesn't work for your use case, you can use the support for both Pydantic v1 and v2 models in the same app to do the migration to Pydantic v2 gradually.
 
-You could fist upgrade Pydantic to use the latest version 2, and change the imports to use `pydantic.v1` for all your models.
+You could first upgrade Pydantic to use the latest version 2, and change the imports to use `pydantic.v1` for all your models.
 
 Then, you can start migrating your models from Pydantic v1 to v2 in groups, in gradual steps. 🚶

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

@@ -46,7 +46,7 @@ If you interact with the docs and check the response, even though the code didn'
 
 This means that it will **always have a value**, it's just that sometimes the value could be `None` (or `null` in JSON).
 
-That means that, clients using your API don't have to check if the value exists or not, they can **assume the field will always be there**, but just that in some cases it will have the default value of `None`.
+That means that clients using your API don't have to check if the value exists or not, they can **assume the field will always be there**, but just that in some cases it will have the default value of `None`.
 
 The way to describe this in OpenAPI, is to mark that field as **required**, because it will always be there.
 

docs/en/docs/img/sponsors/bairesdev.svg

@@ -0,0 +1,16 @@
+<svg width="240" height="100" viewBox="0 0 240 100" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="240" height="100" fill="#0B1020"/>
+<g transform="translate(22.1 35.15) scale(1.1)">
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+</svg>

docs/en/docs/index.md

@@ -477,13 +477,13 @@ For a more complete example including more features, see the <a href="https://fa
 
 **Spoiler alert**: the tutorial - user guide includes:
 
-* Declaration of **parameters** from other different places as: **headers**, **cookies**, **form fields** and **files**.
-* How to set **validation constraints** as `maximum_length` or `regex`.
+* Declaration of **parameters** from other different places such as: **headers**, **cookies**, **form fields** and **files**.
+* How to set **validation constraints** such as `maximum_length` or `regex`.
 * A very powerful and easy to use **<dfn title="also known as components, resources, providers, services, injectables">Dependency Injection</dfn>** system.
 * Security and authentication, including support for **OAuth2** with **JWT tokens** and **HTTP Basic** auth.
 * More advanced (but equally easy) techniques for declaring **deeply nested JSON models** (thanks to Pydantic).
 * **GraphQL** integration with [Strawberry](https://strawberry.rocks) and other libraries.
-* Many extra features (thanks to Starlette) as:
+* Many extra features (thanks to Starlette) such as:
     * **WebSockets**
     * extremely easy tests based on HTTPX and `pytest`
     * **CORS**

docs/en/docs/project-generation.md

@@ -1,8 +1,8 @@
 # Full Stack FastAPI Template { #full-stack-fastapi-template }
 
-Templates, while typically come with a specific setup, are designed to be flexible and customizable. This allows you to modify and adapt them to your project's requirements, making them an excellent starting point. 🏁
+Templates, while they typically come with a specific setup, are designed to be flexible and customizable. This allows you to modify and adapt them to your project's requirements, making them an excellent starting point. 🏁
 
-You can use this template to get started, as it includes a lot of the initial set up, security, database and some API endpoints already done for you.
+You can use this template to get started, as it includes a lot of the initial setup, security, database and some API endpoints already done for you.
 
 GitHub Repository: [Full Stack FastAPI Template](https://github.com/tiangolo/full-stack-fastapi-template)
 

docs/en/docs/python-types.md

@@ -2,7 +2,7 @@
 
 Python has support for optional "type hints" (also called "type annotations").
 
-These **"type hints"** or annotations are a special syntax that allow declaring the <dfn title="for example: str, int, float, bool">type</dfn> of a variable.
+These **"type hints"** or annotations are a special syntax that allows declaring the <dfn title="for example: str, int, float, bool">type</dfn> of a variable.
 
 By declaring types for your variables, editors and tools can give you better support.
 
@@ -44,7 +44,7 @@ It's a very simple program.
 
 But now imagine that you were writing it from scratch.
 
-At some point you would have started the definition of the function, you had the parameters ready...
+At some point you start defining the function, and you have the parameters ready...
 
 But then you have to call "that method that converts the first letter to upper case".
 
@@ -80,7 +80,7 @@ Those are the "type hints":
 
 {* ../../docs_src/python_types/tutorial002_py310.py hl[1] *}
 
-That is not the same as declaring default values like would be with:
+That is not the same as declaring default values like it would be with:
 
 ```Python
     first_name="john", last_name="doe"

docs/en/docs/reference/apirouter.md

@@ -13,6 +13,7 @@ from fastapi import APIRouter
         members:
             - websocket
             - include_router
+            - frontend
             - get
             - put
             - post

docs/en/docs/reference/fastapi.md

@@ -18,6 +18,7 @@ from fastapi import FastAPI
             - openapi
             - websocket
             - include_router
+            - frontend
             - get
             - put
             - post

docs/en/docs/reference/status.md

@@ -16,7 +16,7 @@ For example:
 * 403: `status.HTTP_403_FORBIDDEN`
 * etc.
 
-It can be convenient to quickly access HTTP (and WebSocket) status codes in your app, using autocompletion for the name without having to remember the integer status codes by memory.
+It can be convenient to quickly access HTTP (and WebSocket) status codes in your app, using autocompletion for the name without having to memorize the integer status codes.
 
 Read more about it in the [FastAPI docs about Response Status Code](https://fastapi.tiangolo.com/tutorial/response-status-code/).
 

docs/en/docs/reference/websockets.md

@@ -50,7 +50,7 @@ When you want to define dependencies that should be compatible with both HTTP an
 
 Additional classes for handling WebSockets.
 
-Provided directly by Starlette, but you can import it from `fastapi`:
+Provided directly by Starlette, but you can import them from `fastapi`:
 
 ```python
 from fastapi.websockets import WebSocketDisconnect, WebSocketState
@@ -60,7 +60,7 @@ from fastapi.websockets import WebSocketDisconnect, WebSocketState
 
 When a client disconnects, a `WebSocketDisconnect` exception is raised, you can catch it.
 
-You can import it directly form `fastapi`:
+You can import it directly from `fastapi`:
 
 ```python
 from fastapi import WebSocketDisconnect

docs/en/docs/release-notes.md

@@ -7,8 +7,217 @@ hide:
 
 ## Latest Changes
 
+### Translations
+
+* 🌐 Update translations for hi (add-missing). PR [#15797](https://github.com/fastapi/fastapi/pull/15797) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update `llm-prompt.md` for Hindi. PR [#15810](https://github.com/fastapi/fastapi/pull/15810) by [@YuriiMotov](https://github.com/YuriiMotov).
+* 🌐 Fix language-specific translation prompt for Russian language. PR [#15924](https://github.com/fastapi/fastapi/pull/15924) by [@YuriiMotov](https://github.com/YuriiMotov).
+
+### Internal
+
+* ⬆ Bump CodSpeedHQ/action from 4.17.6 to 4.18.1 in the github-actions group. PR [#15950](https://github.com/fastapi/fastapi/pull/15950) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⬆ Bump the python-packages group with 8 updates. PR [#15952](https://github.com/fastapi/fastapi/pull/15952) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* 🔧 Update sponsors: add TutorCruncher. PR [#15947](https://github.com/fastapi/fastapi/pull/15947) by [@tiangolo](https://github.com/tiangolo).
+* 👷 Fix notify translations checkout target. PR [#15933](https://github.com/fastapi/fastapi/pull/15933) by [@tiangolo](https://github.com/tiangolo).
+* 👷 Fix latest-changes checkout target. PR [#15932](https://github.com/fastapi/fastapi/pull/15932) by [@tiangolo](https://github.com/tiangolo).
+* 🔧 Update sponsors: remove RapidProxy. PR [#15929](https://github.com/fastapi/fastapi/pull/15929) by [@tiangolo](https://github.com/tiangolo).
+* ⬆️ Update issue-manager to 0.8.1. PR [#15928](https://github.com/fastapi/fastapi/pull/15928) by [@tiangolo](https://github.com/tiangolo).
+* ⬆️ Update latest-changes to 0.6.1. PR [#15926](https://github.com/fastapi/fastapi/pull/15926) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.139.0 (2026-07-01)
+
+### Features
+
+* ✨ Support dependencies in `app.frontend()`, e.g. for automatic cookie authentication for the frontend. PR [#15908](https://github.com/fastapi/fastapi/pull/15908) by [@tiangolo](https://github.com/tiangolo).
+
+### Translations
+
+* 🌐 Update translations for fr (update-outdated). PR [#15897](https://github.com/fastapi/fastapi/pull/15897) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for ja (update-outdated). PR [#15895](https://github.com/fastapi/fastapi/pull/15895) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for zh-hant (update-outdated). PR [#15896](https://github.com/fastapi/fastapi/pull/15896) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for de (update-outdated). PR [#15899](https://github.com/fastapi/fastapi/pull/15899) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for es (update-outdated). PR [#15892](https://github.com/fastapi/fastapi/pull/15892) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for tr (update-outdated). PR [#15891](https://github.com/fastapi/fastapi/pull/15891) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for pt (update-outdated). PR [#15893](https://github.com/fastapi/fastapi/pull/15893) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for zh (update-outdated). PR [#15898](https://github.com/fastapi/fastapi/pull/15898) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for uk (update-outdated). PR [#15900](https://github.com/fastapi/fastapi/pull/15900) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for ko (update-outdated). PR [#15890](https://github.com/fastapi/fastapi/pull/15890) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for ru (update-outdated). PR [#15894](https://github.com/fastapi/fastapi/pull/15894) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for ko (add-missing). PR [#15888](https://github.com/fastapi/fastapi/pull/15888) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for es (add-missing). PR [#15880](https://github.com/fastapi/fastapi/pull/15880) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for zh-hant (add-missing). PR [#15889](https://github.com/fastapi/fastapi/pull/15889) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for pt (add-missing). PR [#15883](https://github.com/fastapi/fastapi/pull/15883) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for zh (add-missing). PR [#15885](https://github.com/fastapi/fastapi/pull/15885) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for ja (add-missing). PR [#15882](https://github.com/fastapi/fastapi/pull/15882) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for tr (add-missing). PR [#15887](https://github.com/fastapi/fastapi/pull/15887) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for uk (add-missing). PR [#15886](https://github.com/fastapi/fastapi/pull/15886) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for fr (add-missing). PR [#15881](https://github.com/fastapi/fastapi/pull/15881) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for de (add-missing). PR [#15884](https://github.com/fastapi/fastapi/pull/15884) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for ru (add-missing). PR [#15879](https://github.com/fastapi/fastapi/pull/15879) by [@tiangolo](https://github.com/tiangolo).
+
+### Internal
+
+* 👥 Update FastAPI People - Experts. PR [#15909](https://github.com/fastapi/fastapi/pull/15909) by [@tiangolo](https://github.com/tiangolo).
+* 👥 Update FastAPI GitHub topic repositories. PR [#15906](https://github.com/fastapi/fastapi/pull/15906) by [@tiangolo](https://github.com/tiangolo).
+* 👥 Update FastAPI People - Contributors and Translators. PR [#15878](https://github.com/fastapi/fastapi/pull/15878) by [@tiangolo](https://github.com/tiangolo).
+* 👷 Remove not needed `allow-unsafe-pr-checkout: true`. PR [#15876](https://github.com/fastapi/fastapi/pull/15876) by [@YuriiMotov](https://github.com/YuriiMotov).
+* ⬆ Bump the github-actions group with 5 updates. PR [#15872](https://github.com/fastapi/fastapi/pull/15872) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⬆ Bump the python-packages group across 1 directory with 10 updates. PR [#15870](https://github.com/fastapi/fastapi/pull/15870) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⬆ Bump CodSpeedHQ/action from 4.17.0 to 4.17.5 in the github-actions group. PR [#15826](https://github.com/fastapi/fastapi/pull/15826) by [@dependabot[bot]](https://github.com/apps/dependabot).
+
+## 0.138.2 (2026-06-29)
+
+### Refactors
+
+* ♻️ Make `app.frontend()` return 404 for methods other than `GET` or `HEAD` with no static file matches. PR [#15863](https://github.com/fastapi/fastapi/pull/15863) by [@tiangolo](https://github.com/tiangolo).
+
+### Internal
+
+* 🔧 Update sponsors: remove Stainless. PR [#15862](https://github.com/fastapi/fastapi/pull/15862) by [@tiangolo](https://github.com/tiangolo).
+* ♻️ Refactor how sponsors data is handled for banners. PR [#15852](https://github.com/fastapi/fastapi/pull/15852) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.138.1 (2026-06-25)
+
+### Refactors
+
+* ♻️ Refactor Library Skills, make info easier to find for agents. PR [#15841](https://github.com/fastapi/fastapi/pull/15841) by [@tiangolo](https://github.com/tiangolo).
+
+### Internal
+
+* 👷 Simplify pull request workflow triggers. PR [#15836](https://github.com/fastapi/fastapi/pull/15836) by [@tiangolo](https://github.com/tiangolo).
+* 👷 Update issue-manager to 0.7.1. PR [#15833](https://github.com/fastapi/fastapi/pull/15833) by [@tiangolo](https://github.com/tiangolo).
+* ⬆️ Update issue-manager to 0.7.0. PR [#15831](https://github.com/fastapi/fastapi/pull/15831) by [@tiangolo](https://github.com/tiangolo).
+* 🔧 Update sponsors: Add TestMu again. PR [#15830](https://github.com/fastapi/fastapi/pull/15830) by [@tiangolo](https://github.com/tiangolo).
+* 🔒️ Update zizmor workflow security checks. PR [#15820](https://github.com/fastapi/fastapi/pull/15820) by [@tiangolo](https://github.com/tiangolo).
+* ⬆ Bump pydantic-settings from 2.14.1 to 2.14.2. PR [#15799](https://github.com/fastapi/fastapi/pull/15799) by [@dependabot[bot]](https://github.com/apps/dependabot).
+
+## 0.138.0 (2026-06-20)
+
+### Features
+
+* ✨ Add support for `app.frontend("/", directory="dist")` and `router.frontend("/", directory="dist")`. PR [#15800](https://github.com/fastapi/fastapi/pull/15800) by [@tiangolo](https://github.com/tiangolo).
+    * Read the docs: [Frontend](https://fastapi.tiangolo.com/tutorial/frontend/).
+
 ### Docs
 
+* 📝 Fix typo in release notes. PR [#15807](https://github.com/fastapi/fastapi/pull/15807) by [@tiangolo](https://github.com/tiangolo).
+* 📝 Add `app.frontend()` instructions to Agent Library Skill. PR [#15805](https://github.com/fastapi/fastapi/pull/15805) by [@tiangolo](https://github.com/tiangolo).
+* 📝 Update release notes link. PR [#15802](https://github.com/fastapi/fastapi/pull/15802) by [@tiangolo](https://github.com/tiangolo).
+* ✏️ Update white space characters in bigger apps. PR [#15801](https://github.com/fastapi/fastapi/pull/15801) by [@tiangolo](https://github.com/tiangolo).
+* ✏️ Fix grammar, typos, and broken links in docs. PR [#15694](https://github.com/fastapi/fastapi/pull/15694) by [@YuriiMotov](https://github.com/YuriiMotov).
+
+### Translations
+
+* 🌐 Enable Hindi docs translations. PR [#15554](https://github.com/fastapi/fastapi/pull/15554) by [@YuriiMotov](https://github.com/YuriiMotov).
+
+### Internal
+
+* 🐛 Fix failing test, update format for raised errors. PR [#15804](https://github.com/fastapi/fastapi/pull/15804) by [@tiangolo](https://github.com/tiangolo).
+* 👷 Fix test-alls-green. PR [#15803](https://github.com/fastapi/fastapi/pull/15803) by [@tiangolo](https://github.com/tiangolo).
+* 🔧 Enable checking `release-notes.md` for typos. PR [#15796](https://github.com/fastapi/fastapi/pull/15796) by [@YuriiMotov](https://github.com/YuriiMotov).
+* 📝 Tweak wording about deploying to FastAPI Cloud. PR [#15793](https://github.com/fastapi/fastapi/pull/15793) by [@tiangolo](https://github.com/tiangolo).
+* 🔨 Use `gpt-5.5` model in `translate.py`, specify `-chat` to avoid warnings. PR [#15792](https://github.com/fastapi/fastapi/pull/15792) by [@YuriiMotov](https://github.com/YuriiMotov).
+
+## 0.137.2 (2026-06-18)
+
+### Features
+
+* ✨ Add `iter_route_contexts()` for advanced use cases that used to use `router.routes` (e.g. Jupyverse). PR [#15785](https://github.com/fastapi/fastapi/pull/15785) by [@tiangolo](https://github.com/tiangolo).
+
+### Translations
+
+* 🌐 Fix broken Markdown in Korean custom response docs. PR [#15774](https://github.com/fastapi/fastapi/pull/15774) by [@kooqooo](https://github.com/kooqooo).
+* 🌐 Update translations for fr (update-outdated). PR [#15761](https://github.com/fastapi/fastapi/pull/15761) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for zh-hant (update-outdated). PR [#15760](https://github.com/fastapi/fastapi/pull/15760) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for de (update-outdated). PR [#15759](https://github.com/fastapi/fastapi/pull/15759) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for ko (update-outdated). PR [#15757](https://github.com/fastapi/fastapi/pull/15757) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for uk (update-outdated). PR [#15756](https://github.com/fastapi/fastapi/pull/15756) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for zh (update-outdated). PR [#15755](https://github.com/fastapi/fastapi/pull/15755) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for tr (update-outdated). PR [#15754](https://github.com/fastapi/fastapi/pull/15754) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for pt (update-outdated). PR [#15753](https://github.com/fastapi/fastapi/pull/15753) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for es (update-outdated). PR [#15752](https://github.com/fastapi/fastapi/pull/15752) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for ja (update-outdated). PR [#15751](https://github.com/fastapi/fastapi/pull/15751) by [@tiangolo](https://github.com/tiangolo).
+* 🌐 Update translations for ru (update-outdated). PR [#15758](https://github.com/fastapi/fastapi/pull/15758) by [@tiangolo](https://github.com/tiangolo).
+
+### Internal
+
+* 🔧 Update sponsors: add BairesDev. PR [#15787](https://github.com/fastapi/fastapi/pull/15787) by [@tiangolo](https://github.com/tiangolo).
+* 🔨 Update sponsors script to simplify previews. PR [#15786](https://github.com/fastapi/fastapi/pull/15786) by [@tiangolo](https://github.com/tiangolo).
+* ⬆ Bump the python-packages group across 1 directory with 7 updates. PR [#15777](https://github.com/fastapi/fastapi/pull/15777) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⬆ Bump cryptography from 46.0.7 to 48.0.1. PR [#15779](https://github.com/fastapi/fastapi/pull/15779) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⬆ Bump aiohttp from 3.14.0 to 3.14.1. PR [#15781](https://github.com/fastapi/fastapi/pull/15781) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⬆ Bump starlette from 1.2.1 to 1.3.1. PR [#15780](https://github.com/fastapi/fastapi/pull/15780) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⬆ Bump astral-sh/setup-uv from 8.1.0 to 8.2.0 in the github-actions group. PR [#15776](https://github.com/fastapi/fastapi/pull/15776) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⬆ Bump https://github.com/crate-ci/typos from v1.47.1 to v1.47.2 in the pre-commit group. PR [#15775](https://github.com/fastapi/fastapi/pull/15775) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⬆ Bump python-multipart from 0.0.30 to 0.0.32. PR [#15778](https://github.com/fastapi/fastapi/pull/15778) by [@dependabot[bot]](https://github.com/apps/dependabot).
+* ⏪️ Revert removing scripts, only remove `coverage.sh`. PR [#15772](https://github.com/fastapi/fastapi/pull/15772) by [@tiangolo](https://github.com/tiangolo).
+* 🔥 Remove unused scripts. PR [#15771](https://github.com/fastapi/fastapi/pull/15771) by [@tiangolo](https://github.com/tiangolo).
+* 🔧 Add ty configs to check docs sources. PR [#15770](https://github.com/fastapi/fastapi/pull/15770) by [@tiangolo](https://github.com/tiangolo).
+* 🔧 Add ty configs to check docs sources. PR [#15769](https://github.com/fastapi/fastapi/pull/15769) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.137.1 (2026-06-15)
+
+### Fixes
+
+* 🚨 Fix typing checks for APIRoute. PR [#15765](https://github.com/fastapi/fastapi/pull/15765) by [@tiangolo](https://github.com/tiangolo).
+* 🐛 Fix bug, allow empty path in path operation in prefixless router. PR [#15763](https://github.com/fastapi/fastapi/pull/15763) by [@tiangolo](https://github.com/tiangolo).
+
+## 0.137.0 (2026-06-14)
+
+### Breaking Changes
+
+* ♻️ Refactor internals to preserve `APIRouter` and `APIRoute` instances. PR [#15745](https://github.com/fastapi/fastapi/pull/15745) by [@tiangolo](https://github.com/tiangolo).
+
+Unblocks ✨ SO MANY THINGS ✨
+
+Before this, `router.include_router(other_router)` would take each path operation from `other_router` and "clone" it, or recreate it from scratch.
+
+This would mean that in the end there was only one top level router, part of the app.
+
+The way it is structured here is that there are a few additional classes to handle intermediate metadata for router and route inclusion. That way the information of "router X includes Y and Y includes Z" is stored somewhere, without affecting (recreating / cloning) the final route.
+
+#### Non Objectives
+
+Dependencies for 404: previously I intended to support dependencies that would be executed even for 404, but that would conflict with the fact that a router could _not_ find a match, but the next router _did_ find a match. Executing dependencies in the router that did not find a match would not make sense, they could consume the request, body, etc. This original idea was discarded.
+
+#### Specific Breaking Changes
+
+Now `router.routes` is no longer a plain list of `APIRoute` objects, it can contain these intermediate objects that can contain additional routers, forming a tree.
+
+Any logic that depended on iterating on the `router.routes` directly would be affected, that logic cannot expect to be able to extract data from a plain list of routes, as it's no longer a plain list but a tree.
+
+Additionally, any logic that iterated on `router.routes` to modify them would now also see these new objects, and would not see all the routes in the app.
+
+`router.routes` should be considered an internal implementation detail, only passed around to the FastAPI functions that need it.
+
+#### Features
+
+* Adding routes (path operations) after a router is included now works, they are reflected as they are not copied.
+* Including `subrouter` in `mainrouter` can be done before adding routes (path operations) to `subrouter`, because now the entire object is stored instead of copying the routes.
+* As routes are not copied, in some cases that might save some memory.
+
+#### Alpha Features
+
+This is not documented yet, so it's not officially supported yet and could change in the future.
+
+But, as `APIRoute` and `APIRouter` instances are now preserved, they could be customized.
+
+`APIRouter` has two new methods, `.matches()` and `.handle()`, counterpart to the existing ones in `APIRoute`. With this a router could customize how it matches and handles requests. For example, it could match only requests that include some specific header, for example for handling versions in headers.
+
+Still, for now, consider this very experimental and potentially changing and breaking in the future.
+
+#### Future Features Enabled
+
+* Custom `APIRoute` subclasses (undocumented, but already works as described above)
+* Custom `APIRouter` subclasses (undocumented, but already works as described above)
+* Dependencies per router
+* Exception handlers per router
+* Middleware per router
+* Other features planned
+
+### Docs
+
+* 📝 Update release notes. PR [#15747](https://github.com/fastapi/fastapi/pull/15747) by [@tiangolo](https://github.com/tiangolo).
 * 📝 Update FastAPI Cloud deployment instructions. PR [#15724](https://github.com/fastapi/fastapi/pull/15724) by [@alejsdev](https://github.com/alejsdev).
 * ✏️ Use `Annotated` in inline example in `docs/en/docs/tutorial/body-multiple-params.md`. PR [#15591](https://github.com/fastapi/fastapi/pull/15591) by [@TheArchons](https://github.com/TheArchons).
 * 📝 Remove "NGINX Unit" from the list of ASGI-servers in docs. PR [#15475](https://github.com/fastapi/fastapi/pull/15475) by [@angryfoxx](https://github.com/angryfoxx).
@@ -30,6 +239,7 @@ hide:
 
 ### Internal
 
+* 🔧 Update sponsors: remove TalorData. PR [#15744](https://github.com/fastapi/fastapi/pull/15744) by [@tiangolo](https://github.com/tiangolo).
 * 🔧 Update sponsors: remove ExoFlare. PR [#15736](https://github.com/fastapi/fastapi/pull/15736) by [@tiangolo](https://github.com/tiangolo).
 * 🔧 Update sponsors: remove InterviewPal. PR [#15735](https://github.com/fastapi/fastapi/pull/15735) by [@tiangolo](https://github.com/tiangolo).
 * 🔧 Update sponsors: remove Liblab. PR [#15731](https://github.com/fastapi/fastapi/pull/15731) by [@tiangolo](https://github.com/tiangolo).
@@ -305,7 +515,7 @@ hide:
 ### Features
 
 * ✨ Add support for streaming JSON Lines and binary data with `yield`. PR [#15022](https://github.com/fastapi/fastapi/pull/15022) by [@tiangolo](https://github.com/tiangolo).
-    * This also upgrades Starlette from `>=0.40.0` to `>=0.46.0`, as it's needed to properly unrwap and re-raise exceptions from exception groups.
+    * This also upgrades Starlette from `>=0.40.0` to `>=0.46.0`, as it's needed to properly unwrap and re-raise exceptions from exception groups.
     * New docs: [Stream JSON Lines](https://fastapi.tiangolo.com/tutorial/stream-json-lines/).
     * And new docs: [Stream Data](https://fastapi.tiangolo.com/advanced/stream-data/).
 
@@ -1328,7 +1538,7 @@ You can read more about it in the docs for [Advanced Dependencies - Dependencies
 * 🌐 Add Persian translation for `docs/fa/docs/python-types.md`. PR [#13524](https://github.com/fastapi/fastapi/pull/13524) by [@Mohammad222PR](https://github.com/Mohammad222PR).
 * 🌐 Update Portuguese Translation for `docs/pt/docs/project-generation.md`. PR [#13875](https://github.com/fastapi/fastapi/pull/13875) by [@EdmilsonRodrigues](https://github.com/EdmilsonRodrigues).
 * 🌐 Add Persian translation for `docs/fa/docs/async.md`. PR [#13541](https://github.com/fastapi/fastapi/pull/13541) by [@Mohammad222PR](https://github.com/Mohammad222PR).
-* 🌐 Add Bangali translation for `docs/bn/about/index.md`. PR [#13882](https://github.com/fastapi/fastapi/pull/13882) by [@sajjadrahman56](https://github.com/sajjadrahman56).
+* 🌐 Add Bengali translation for `docs/bn/about/index.md`. PR [#13882](https://github.com/fastapi/fastapi/pull/13882) by [@sajjadrahman56](https://github.com/sajjadrahman56).
 
 ### Internal
 
@@ -2170,7 +2380,7 @@ If you want to install `fastapi` with the standard dependencies but without `fas
 * ➕ Add docs dependency: markdown-include-variants. PR [#12399](https://github.com/fastapi/fastapi/pull/12399) by [@tiangolo](https://github.com/tiangolo).
 * 📝 Fix extra mdx-base-path paths. PR [#12397](https://github.com/fastapi/fastapi/pull/12397) by [@tiangolo](https://github.com/tiangolo).
 * 👷 Tweak labeler to not override custom labels. PR [#12398](https://github.com/fastapi/fastapi/pull/12398) by [@tiangolo](https://github.com/tiangolo).
-* 👷 Update worfkow deploy-docs-notify URL. PR [#12392](https://github.com/fastapi/fastapi/pull/12392) by [@tiangolo](https://github.com/tiangolo).
+* 👷 Update workflow deploy-docs-notify URL. PR [#12392](https://github.com/fastapi/fastapi/pull/12392) by [@tiangolo](https://github.com/tiangolo).
 * 👷 Update Cloudflare GitHub Action. PR [#12387](https://github.com/fastapi/fastapi/pull/12387) by [@tiangolo](https://github.com/tiangolo).
 * ⬆ Bump pypa/gh-action-pypi-publish from 1.10.1 to 1.10.3. PR [#12386](https://github.com/fastapi/fastapi/pull/12386) by [@dependabot[bot]](https://github.com/apps/dependabot).
 * ⬆ Bump mkdocstrings[python] from 0.25.1 to 0.26.1. PR [#12371](https://github.com/fastapi/fastapi/pull/12371) by [@dependabot[bot]](https://github.com/apps/dependabot).
@@ -2686,7 +2896,7 @@ Discussed here: [#11522](https://github.com/fastapi/fastapi/pull/11522) and here
 * 📝 Update `security/first-steps.md`. PR [#11673](https://github.com/tiangolo/fastapi/pull/11673) by [@alejsdev](https://github.com/alejsdev).
 * 📝 Update note in `path-params-numeric-validations.md`. PR [#11672](https://github.com/tiangolo/fastapi/pull/11672) by [@alejsdev](https://github.com/alejsdev).
 * 📝 Tweak intro docs about `Annotated` and `Query()` params. PR [#11664](https://github.com/tiangolo/fastapi/pull/11664) by [@tiangolo](https://github.com/tiangolo).
-* 📝 Update JWT auth documentation to use PyJWT instead of pyhon-jose. PR [#11589](https://github.com/tiangolo/fastapi/pull/11589) by [@estebanx64](https://github.com/estebanx64).
+* 📝 Update JWT auth documentation to use PyJWT instead of python-jose. PR [#11589](https://github.com/tiangolo/fastapi/pull/11589) by [@estebanx64](https://github.com/estebanx64).
 * 📝 Update docs. PR [#11603](https://github.com/tiangolo/fastapi/pull/11603) by [@alejsdev](https://github.com/alejsdev).
 * ✏️ Fix typo: convert every 're-use' to 'reuse'.. PR [#11598](https://github.com/tiangolo/fastapi/pull/11598) by [@hasansezertasan](https://github.com/hasansezertasan).
 * ✏️ Fix typo in `fastapi/applications.py`. PR [#11593](https://github.com/tiangolo/fastapi/pull/11593) by [@petarmaric](https://github.com/petarmaric).
@@ -3125,7 +3335,7 @@ def my_dep():
 
 ### Security fixes
 
-* ⬆️ Upgrade minimum version of `python-multipart` to `>=0.0.7` to fix a vulnerability when using form data with a ReDos attack. You can also simply upgrade `python-multipart`.
+* ⬆️ Upgrade minimum version of `python-multipart` to `>=0.0.7` to fix a vulnerability when using form data with a ReDoS attack. You can also simply upgrade `python-multipart`.
 
 Read more in the [advisory: Content-Type Header ReDoS](https://github.com/tiangolo/fastapi/security/advisories/GHSA-qf9m-vfgh-m389).
 
@@ -4633,7 +4843,7 @@ You hopefully updated to a supported version of Python a while ago. If you haven
 ### Fixes
 
 * 🐛 Fix `RuntimeError` raised when `HTTPException` has a status code with no content. PR [#5365](https://github.com/tiangolo/fastapi/pull/5365) by [@iudeen](https://github.com/iudeen).
-* 🐛 Fix empty response body when default `status_code` is empty but the a `Response` parameter with `response.status_code` is set. PR [#5360](https://github.com/tiangolo/fastapi/pull/5360) by [@tmeckel](https://github.com/tmeckel).
+* 🐛 Fix empty response body when default `status_code` is empty but the `Response` parameter with `response.status_code` is set. PR [#5360](https://github.com/tiangolo/fastapi/pull/5360) by [@tmeckel](https://github.com/tmeckel).
 
 ### Docs
 
@@ -4995,7 +5205,7 @@ def main(
 ### Internal
 
 * ♻ Refactor dict value extraction to minimize key lookups `fastapi/utils.py`. PR [#3139](https://github.com/tiangolo/fastapi/pull/3139) by [@ShahriyarR](https://github.com/ShahriyarR).
-* ✅ Add tests for required nonable parameters and body fields. PR [#4907](https://github.com/tiangolo/fastapi/pull/4907) by [@tiangolo](https://github.com/tiangolo).
+* ✅ Add tests for required `None`-able parameters and body fields. PR [#4907](https://github.com/tiangolo/fastapi/pull/4907) by [@tiangolo](https://github.com/tiangolo).
 * 👷 Fix installing Material for MkDocs Insiders in CI. PR [#4897](https://github.com/tiangolo/fastapi/pull/4897) by [@tiangolo](https://github.com/tiangolo).
 * 👷 Add pre-commit CI instead of custom GitHub Action. PR [#4896](https://github.com/tiangolo/fastapi/pull/4896) by [@tiangolo](https://github.com/tiangolo).
 * 👷 Add pre-commit GitHub Action workflow. PR [#4895](https://github.com/tiangolo/fastapi/pull/4895) by [@tiangolo](https://github.com/tiangolo).
@@ -5388,7 +5598,7 @@ Soon there will be a new FastAPI release upgrading Starlette to take advantage o
 
 ### Internal
 
-* ✨ Update GitHub Action: notify-translations, to avoid a race conditions. PR [#3989](https://github.com/tiangolo/fastapi/pull/3989) by [@tiangolo](https://github.com/tiangolo).
+* ✨ Update GitHub Action: notify-translations, to avoid race conditions. PR [#3989](https://github.com/tiangolo/fastapi/pull/3989) by [@tiangolo](https://github.com/tiangolo).
 * ⬆️ Upgrade development `autoflake`, supporting multi-line imports. PR [#3988](https://github.com/tiangolo/fastapi/pull/3988) by [@tiangolo](https://github.com/tiangolo).
 * ⬆️ Increase dependency ranges for tests and docs: pytest-cov, pytest-asyncio, black, httpx, sqlalchemy, databases, mkdocs-markdownextradata-plugin. PR [#3987](https://github.com/tiangolo/fastapi/pull/3987) by [@tiangolo](https://github.com/tiangolo).
 * 👥 Update FastAPI People. PR [#3986](https://github.com/tiangolo/fastapi/pull/3986) by [@github-actions[bot]](https://github.com/apps/github-actions).
@@ -5776,7 +5986,7 @@ router = APIRouter(prefix="/users", dependencies=[Depends(some_dependency)])
 
 Most of these settings are now supported in `APIRouter`, which normally lives closer to the related code, so it is recommended to use `APIRouter` when possible.
 
-But `include_router` is still useful to, for example, adding options (like `dependencies`, `prefix`, and `tags`) when including a third party router, or a generic router that is shared between several projects.
+But `include_router` is still useful to, for example, add options (like `dependencies`, `prefix`, and `tags`) when including a third party router, or a generic router that is shared between several projects.
 
 This PR allows setting the (mostly new) parameters (additionally to the already existing parameters):
 
@@ -5838,7 +6048,7 @@ Note: all the previous parameters are still there, so it's still possible to dec
 
 * ✏️  Fix typo in Tutorial - Path Parameters. PR [#2231](https://github.com/tiangolo/fastapi/pull/2231) by [@mariacamilagl](https://github.com/mariacamilagl).
 * ✏ Fix a stylistic error in docs. PR [#2206](https://github.com/tiangolo/fastapi/pull/2206) by [@ddobrinskiy](https://github.com/ddobrinskiy).
-* ✏ Fix capitalizaiton typo in docs. PR [#2204](https://github.com/tiangolo/fastapi/pull/2204) by [@imba-tjd](https://github.com/imba-tjd).
+* ✏ Fix capitalization typo in docs. PR [#2204](https://github.com/tiangolo/fastapi/pull/2204) by [@imba-tjd](https://github.com/imba-tjd).
 * ✏ Fix typo in docs. PR [#2179](https://github.com/tiangolo/fastapi/pull/2179) by [@ammarasmro](https://github.com/ammarasmro).
 * 📝 Update/fix links in docs to use HTTPS. PR [#2165](https://github.com/tiangolo/fastapi/pull/2165) by [@imba-tjd](https://github.com/imba-tjd).
 * ✏ Fix typos and add rewording in docs. PR [#2159](https://github.com/tiangolo/fastapi/pull/2159) by [@nukopy](https://github.com/nukopy).
@@ -5966,7 +6176,7 @@ Note: all the previous parameters are still there, so it's still possible to dec
 * Fix typo in docs for query parameters. PR [#1832](https://github.com/tiangolo/fastapi/pull/1832) by [@ycd](https://github.com/ycd).
 * Add docs about [Async Tests](https://fastapi.tiangolo.com/advanced/async-tests/). PR [#1619](https://github.com/tiangolo/fastapi/pull/1619) by [@empicano](https://github.com/empicano).
 * Raise an exception when using form data (`Form`, `File`) without having `python-multipart` installed.
-    * Up to now the application would run, and raise an exception only when receiving a request with form data, the new behavior, raising early, will prevent from deploying applications with broken dependencies.
+    * Up to now the application would run, and raise an exception only when receiving a request with form data, the new behavior, raising early, will prevent deploying applications with broken dependencies.
     * It also detects if the correct package `python-multipart` is installed instead of the incorrect `multipart` (both importable as `multipart`).
     * PR [#1851](https://github.com/tiangolo/fastapi/pull/1851) based on original PR [#1627](https://github.com/tiangolo/fastapi/pull/1627) by [@chrisngyn](https://github.com/chrisngyn), [@YKo20010](https://github.com/YKo20010), [@kx-chen](https://github.com/kx-chen).
 * Re-enable Gitter releases bot. PR [#1831](https://github.com/tiangolo/fastapi/pull/1831).
@@ -6116,7 +6326,7 @@ Note: all the previous parameters are still there, so it's still possible to dec
         * [Using FastAPI with Django](https://www.stavros.io/posts/fastapi-with-django/)  by [Stavros Korokithakis](https://x.com/Stavros).
         * [Introducing Dispatch](https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072) by [Netflix](https://netflixtechblog.com/).
     * **Podcasts**:
-        * [Build The Next Generation Of Python Web Applications With FastAPI - Episode 259 - interview to Sebastían Ramírez (tiangolo)](https://www.pythonpodcast.com/fastapi-web-application-framework-episode-259/) by [Podcast.`__init__`](https://www.pythonpodcast.com/).
+        * [Build The Next Generation Of Python Web Applications With FastAPI - Episode 259 - interview to Sebastián Ramírez (tiangolo)](https://www.pythonpodcast.com/fastapi-web-application-framework-episode-259/) by [Podcast.`__init__`](https://www.pythonpodcast.com/).
     * **Talks**:
         * [PyConBY 2020: Serve ML models easily with FastAPI](https://www.youtube.com/watch?v=z9K5pwb0rt8) by [Sebastián Ramírez (tiangolo)](https://x.com/tiangolo).
         * [[VIRTUAL] Py.Amsterdam's flying Software Circus: Intro to FastAPI](https://www.youtube.com/watch?v=PnpTY1f4k2U) by [Sebastián Ramírez (tiangolo)](https://x.com/tiangolo).
@@ -6131,7 +6341,7 @@ Note: all the previous parameters are still there, so it's still possible to dec
 
 * Allow enums to allow them to have their own schemas in OpenAPI. To support [pydantic/pydantic#1432](https://github.com/pydantic/pydantic/pull/1432) in FastAPI. PR [#1461](https://github.com/tiangolo/fastapi/pull/1461).
 * Add links for funding through [GitHub sponsors](https://github.com/sponsors/tiangolo). PR [#1425](https://github.com/tiangolo/fastapi/pull/1425).
-* Update issue template for for questions. PR [#1344](https://github.com/tiangolo/fastapi/pull/1344) by [@retnikt](https://github.com/retnikt).
+* Update issue template for questions. PR [#1344](https://github.com/tiangolo/fastapi/pull/1344) by [@retnikt](https://github.com/retnikt).
 * Update warning about storing passwords in docs. PR [#1336](https://github.com/tiangolo/fastapi/pull/1336) by [@skorokithakis](https://github.com/skorokithakis).
 * Fix typo. PR [#1326](https://github.com/tiangolo/fastapi/pull/1326) by [@chenl](https://github.com/chenl).
 * Add translation to Portuguese for [Alternatives, Inspiration and Comparisons - Alternativas, Inspiração e Comparações](https://fastapi.tiangolo.com/pt/alternatives/). PR [#1325](https://github.com/tiangolo/fastapi/pull/1325) by [@Serrones](https://github.com/Serrones).
@@ -6522,7 +6732,7 @@ Note: all the previous parameters are still there, so it's still possible to dec
         * When declaring a `response_model` it is used directly to generate the response content, from whatever was returned from the *path operation function*.
         * Before this, the return content was first passed through `jsonable_encoder` to ensure it was a "jsonable" object, like a `dict`, instead of an arbitrary object with attributes (like an ORM model). That's why you should make sure to update your Pydantic models for objects with attributes to use `orm_mode = True`.
         * If you don't have a `response_model`, the return object will still be passed through `jsonable_encoder` first.
-        * When a `response_model` is declared, the same `response_model` type declaration won't be used as is, it will be "cloned" to create an new one (a cloned Pydantic `Field` with all the submodels cloned as well).
+        * When a `response_model` is declared, the same `response_model` type declaration won't be used as is, it will be "cloned" to create a new one (a cloned Pydantic `Field` with all the submodels cloned as well).
         * This avoids/fixes a potential security issue: as the returned object is passed directly to Pydantic, if the returned object was a subclass of the `response_model` (e.g. you return a `UserInDB` that inherits from `User` but contains extra fields, like `hashed_password`, and `User` is used in the `response_model`), it would still pass the validation (because `UserInDB` is a subclass of `User`) and the object would be returned as-is, including the `hashed_password`. To fix this, the declared `response_model` is cloned, if it is a Pydantic model class (or contains Pydantic model classes in it, e.g. in a `List[Item]`), the Pydantic model class(es) will be a different one (the "cloned" one). So, an object that is a subclass won't simply pass the validation and returned as-is, because it is no longer a sub-class of the cloned `response_model`. Instead, a new Pydantic model object will be created with the contents of the returned object. So, it will be a new object (made with the data from the returned one), and will be filtered by the cloned `response_model`, containing only the declared fields as normally.
     * PR [#322](https://github.com/tiangolo/fastapi/pull/322).
 
@@ -6665,7 +6875,7 @@ Note: all the previous parameters are still there, so it's still possible to dec
 * Add support for `dependencies` parameter:
     * A parameter in *path operation decorators*, for dependencies that should be executed but the return value is not important or not used in the *path operation function*.
     * A parameter in the `.include_router()` method of FastAPI applications and routers, to include dependencies that should be executed in each *path operation* in a router.
-        * This is useful, for example, to require authentication or permissions in specific group of *path operations*.
+        * This is useful, for example, to require authentication or permissions in a specific group of *path operations*.
         * Different `dependencies` can be applied to different routers.
     * These `dependencies` are run before the normal parameter dependencies. And normal dependencies are run too. They can be combined.
     * Dependencies declared in a router are executed first, then the ones defined in *path operation decorators*, and then the ones declared in normal parameters. They are all combined and executed.

docs/en/docs/translations.md

@@ -16,10 +16,10 @@ PRs with suggestions to the language-specific LLM prompt require approval from a
 
 Let's say that you want to request translations for a language that is not yet translated, not even some pages. For example, Latin.
 
-* The first step would be for you to find other 2 people that would be willing to be reviewing translation PRs for that language with you.
+* The first step would be for you to find 2 other people who would be willing to be reviewing translation PRs for that language with you.
 * Once there are at least 3 people that would be willing to commit to help maintain that language, you can continue the next steps.
 * Create a new discussion following the template.
-* Tag the other 2 people that will help with the language, and ask them to confirm there they will help.
+* Tag the other 2 people that will help with the language, and ask them to confirm in the comments that they will help.
 
 Once there are several people in the discussion, the FastAPI team can evaluate it and can make it an official translation.
 

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

@@ -17,16 +17,16 @@ Let's say you have a file structure like this:
 ```
 .
 ├── app
-│   ├── __init__.py
-│   ├── main.py
-│   ├── dependencies.py
-│   └── routers
-│   │   ├── __init__.py
-│   │   ├── items.py
-│   │   └── users.py
-│   └── internal
-│       ├── __init__.py
-│       └── admin.py
+│   ├── __init__.py
+│   ├── main.py
+│   ├── dependencies.py
+│   └── routers
+│   │   ├── __init__.py
+│   │   ├── items.py
+│   │   └── users.py
+│   └── internal
+│       ├── __init__.py
+│       └── admin.py
 ```
 
 /// tip
@@ -232,7 +232,7 @@ would mean:
 
 But that file doesn't exist, our dependencies are in a file at `app/dependencies.py`.
 
-Remember how our app/file structure looks like:
+Remember what our app/file structure looks like:
 
 <img src="/img/tutorial/bigger-applications/package.drawio.svg">
 
@@ -396,9 +396,9 @@ It will include all the routes from that router as part of it.
 
 /// note | Technical Details
 
-It will actually internally create a *path operation* for each *path operation* that was declared in the `APIRouter`.
+FastAPI keeps the original `APIRouter` and its `APIRoute`s active when the router is included in the main application.
 
-So, behind the scenes, it will actually work as if everything was the same single app.
+That means custom `APIRouter` and `APIRoute` subclasses can still participate after the router is included.
 
 ///
 
@@ -406,7 +406,7 @@ So, behind the scenes, it will actually work as if everything was the same singl
 
 You don't have to worry about performance when including routers.
 
-This will take microseconds and will only happen at startup.
+This is designed to be lightweight and to avoid adding overhead to each request.
 
 So it won't affect performance. ⚡
 
@@ -461,7 +461,7 @@ The `APIRouter`s are not "mounted", they are not isolated from the rest of the a
 
 This is because we want to include their *path operations* in the OpenAPI schema and the user interfaces.
 
-As we cannot just isolate them and "mount" them independently of the rest, the *path operations* are "cloned" (re-created), not included directly.
+FastAPI keeps the original routers and path operations active, and combines the router prefixes, dependencies, tags, responses, and other metadata when handling requests and generating OpenAPI.
 
 ///
 
@@ -532,4 +532,16 @@ The same way you can include an `APIRouter` in a `FastAPI` application, you can
 router.include_router(other_router)
 ```
 
-Make sure you do it before including `router` in the `FastAPI` app, so that the *path operations* from `other_router` are also included.
+You can do this before or after including `router` in the `FastAPI` app. FastAPI will still include the *path operations* from `other_router` in routing and OpenAPI.
+
+The same applies to *path operations* added later to the routers. They will be visible through the earlier inclusion too.
+
+/// warning | Technical Details
+
+Avoid directly mutating `router.routes` after including a router. FastAPI treats router inclusion as live, so the original router and its routes remain part of routing and OpenAPI generation.
+
+Use documented APIs such as path operation decorators and `.include_router()` to add routes and routers.
+
+Treat `router.routes` as a lower-level route tree that can contain route definitions and included routers, and avoid relying on it as a flat list of final path operations.
+
+///

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

@@ -96,7 +96,7 @@ Again, doing just that declaration, with **FastAPI** you get:
 
 Apart from normal singular types like `str`, `int`, `float`, etc. you can use more complex singular types that inherit from `str`.
 
-To see all the options you have, checkout [Pydantic's Type Overview](https://docs.pydantic.dev/latest/concepts/types/). You will see some examples in the next chapter.
+To see all the options you have, check out [Pydantic's Type Overview](https://docs.pydantic.dev/latest/concepts/types/). You will see some examples in the next chapter.
 
 For example, as in the `Image` model we have a `url` field, we can declare it to be an instance of Pydantic's `HttpUrl` instead of a `str`:
 

docs/en/docs/tutorial/body.md

@@ -10,7 +10,7 @@ To declare a **request** body, you use [Pydantic](https://docs.pydantic.dev/) mo
 
 /// note
 
-To send data, you should use one of: `POST` (the more common), `PUT`, `DELETE` or `PATCH`.
+To send data, you should use one of: `POST` (the most common), `PUT`, `DELETE` or `PATCH`.
 
 Sending a body with a `GET` request has an undefined behavior in the specifications, nevertheless, it is supported by FastAPI, only for very complex/extreme use cases.
 

docs/en/docs/tutorial/debugging.md

@@ -99,7 +99,7 @@ Here's how it might look:
 
 ---
 
-If you use Pycharm, you can:
+If you use PyCharm, you can:
 
 * Open the "Run" menu.
 * Select the option "Debug...".

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

@@ -234,6 +234,7 @@ participant operation as Path Operation
 Dependencies with `yield` have evolved over time to cover different use cases and fix some issues.
 
 If you want to see what has changed in different versions of FastAPI, you can read more about it in the advanced guide, in [Advanced Dependencies - Dependencies with `yield`, `HTTPException`, `except` and Background Tasks](../../advanced/advanced-dependencies.md#dependencies-with-yield-httpexception-except-and-background-tasks).
+
 ## Context Managers { #context-managers }
 
 ### What are "Context Managers" { #what-are-context-managers }

docs/en/docs/tutorial/extra-data-types.md

@@ -36,7 +36,7 @@ Here are some of the additional data types you can use:
 * `datetime.timedelta`:
     * A Python `datetime.timedelta`.
     * In requests and responses will be represented as a `float` of total seconds.
-    * Pydantic also allows representing it as a "ISO 8601 time diff encoding", [see the docs for more info](https://docs.pydantic.dev/latest/concepts/serialization/#custom-serializers).
+    * Pydantic also allows representing it as an "ISO 8601 time diff encoding", [see the docs for more info](https://docs.pydantic.dev/latest/concepts/serialization/#custom-serializers).
 * `frozenset`:
     * In requests and responses, treated the same as a `set`:
         * In requests, a list will be read, eliminating duplicates and converting it to a `set`.

docs/en/docs/tutorial/extra-models.md

@@ -18,7 +18,7 @@ If you don't know, you will learn what a "password hash" is in the [security cha
 
 ## Multiple models { #multiple-models }
 
-Here's a general idea of how the models could look like with their password fields and the places where they are used:
+Here's a general idea of what the models could look like with their password fields and the places where they are used:
 
 {* ../../docs_src/extra_models/tutorial001_py310.py hl[7,9,14,20,22,27:28,31:33,38:39] *}
 
@@ -142,7 +142,7 @@ The supporting additional functions `fake_password_hasher` and `fake_save_user`
 
 Reducing code duplication is one of the core ideas in **FastAPI**.
 
-As code duplication increments the chances of bugs, security issues, code desynchronization issues (when you update in one place but not in the others), etc.
+As code duplication increases the chances of bugs, security issues, code desynchronization issues (when you update in one place but not in the others), etc.
 
 And these models are all sharing a lot of the data and duplicating attribute names and types.
 
@@ -208,4 +208,4 @@ In this case, you can use `dict`:
 
 Use multiple Pydantic models and inherit freely for each case.
 
-You don't need to have a single data model per entity if that entity must be able to have different "states". As the case with the user "entity" with a state including `password`, `password_hash` and no password.
+You don't need to have a single data model per entity if that entity must be able to have different "states". The **user** "entity" is an example, with states that include `password`, `password_hash`, or no password.

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

@@ -108,7 +108,7 @@ OpenAPI defines an API schema for your API. And that schema includes definitions
 
 #### Check the `openapi.json` { #check-the-openapi-json }
 
-If you are curious about how the raw OpenAPI schema looks like, FastAPI automatically generates a JSON (schema) with the descriptions of all your API.
+If you are curious about what the raw OpenAPI schema looks like, FastAPI automatically generates a JSON (schema) with the descriptions of all your API.
 
 You can see it directly at: [http://127.0.0.1:8000/openapi.json](http://127.0.0.1:8000/openapi.json).
 

docs/en/docs/tutorial/frontend.md

@@ -0,0 +1,139 @@
+# Frontend { #frontend }
+
+You can serve static frontend apps with `app.frontend()` (or `router.frontend()`).
+
+This is useful for frontend tools that generate static files, like React with Vite, TanStack Router, Astro, Vue, Svelte, Angular, Solid, and others.
+
+With these tools, you normally have a step that builds the frontend, with a command like:
+
+```bash
+npm run build
+```
+
+That would generate a directory like `./dist/` with your frontend files.
+
+You can use `app.frontend()` to serve that directory following the conventions needed by these frontend frameworks.
+
+**FastAPI** checks *path operations* first. The frontend files are checked only if no normal route matched, so your API won't be affected.
+
+## Serve a Frontend { #serve-a-frontend }
+
+After building your frontend, for example with `npm run build`, put the generated files in a directory, for example, `dist`.
+
+Your project structure could look like this:
+
+```text
+.
+├── pyproject.toml
+├── app
+│   ├── __init__.py
+│   └── main.py
+└── dist
+    ├── index.html
+    └── assets
+        └── app.js
+```
+
+Then serve it with `app.frontend()`:
+
+{* ../../docs_src/frontend/tutorial001_py310.py hl[5] *}
+
+With this, a request for `/assets/app.js` can serve `dist/assets/app.js`.
+
+If you also have a **FastAPI** *path operation*, the *path operation* wins.
+
+## Client-Side Routing { #client-side-routing }
+
+Many frontend apps, including **single-page apps** (SPAs), use client-side routing. A path like `/dashboard/settings` might not be a real file but the framework would take care of handling it.
+
+So, if accessing that URL directly (instead of navigating through the app), the backend should serve the frontend app from `index.html`, so that the frontend framework can then handle the client-side routing.
+
+For that, use `fallback="index.html"`:
+
+{* ../../docs_src/frontend/tutorial002_py310.py hl[5] *}
+
+**FastAPI** uses this fallback only for `GET` and `HEAD` requests that look like browser navigation. Missing files like JavaScript, CSS, and images still return `404`.
+
+Requests with other methods, like `POST` or `PUT`, to paths that only match the frontend fallback also return `404`. Regular **FastAPI** *path operations* still have higher priority than frontend routes.
+
+/// tip
+
+By default, `fallback` has a value of `fallback="auto"`. In most cases you won't need to specify `fallback`. Read below for details.
+
+///
+
+This is what you would want with many frontend apps that use client-side routing, for example, React with TanStack Router, Vue, Angular, SvelteKit, or Solid.
+
+## Custom 404 Page { #custom-404-page }
+
+You can also serve a static `404.html` page for missing frontend paths:
+
+{* ../../docs_src/frontend/tutorial003_py310.py hl[5] *}
+
+That response keeps a status code of `404`.
+
+In this case, **FastAPI** won't serve `index.html` for missing frontend paths. It will return the `404.html` file instead.
+
+/// tip
+
+By default, `fallback` has a value of `fallback="auto"`. With this, if a `404.html` file is found, it will be used as the fallback automatically.
+
+So, you can normally omit the `fallback` argument.
+
+///
+
+This is useful with frontend tools that generate static HTML files for each page, like Astro.
+
+## Fallback Auto { #fallback-auto }
+
+By default, `app.frontend()` uses `fallback="auto"`.
+
+If there is a `404.html` file in the frontend directory, missing frontend paths serve that file with status code `404`.
+
+Otherwise, if there is an `index.html` file, missing browser navigation paths serve `index.html`, which is what many frontend apps with client-side routing expect.
+
+So, in most cases you can use `app.frontend("/", directory="dist")` without specifying the `fallback` argument.
+
+{* ../../docs_src/frontend/tutorial001_py310.py hl[5] *}
+
+## Disable Fallback { #disable-fallback }
+
+If you don't want to serve a fallback file for missing frontend paths, use `fallback=None`:
+
+{* ../../docs_src/frontend/tutorial005_py310.py hl[5] *}
+
+Then missing frontend paths return the normal `404`.
+
+## Check Directory { #check-directory }
+
+By default, `app.frontend()` checks that the directory exists when the app is created.
+
+This helps catch configuration errors early. For example, if the frontend build output directory is missing, **FastAPI** will raise an error on startup.
+
+If your frontend files are created later, for example by a separate build step after the app object is created, set `check_dir=False`:
+
+{* ../../docs_src/frontend/tutorial006_py310.py hl[5] *}
+
+With `check_dir=False`, **FastAPI** will not check the directory when the app is created. If the configured directory is still missing when a request is handled, **FastAPI** will raise an error then.
+
+## Use it with `APIRouter` { #use-it-with-apirouter }
+
+You can also add frontend files to an `APIRouter` and include it with a prefix:
+
+{* ../../docs_src/frontend/tutorial004_py310.py hl[6,7] *}
+
+In this example, frontend paths are served under `/app`.
+
+Any regular *path operations* in the app will still take precedence, including in other routers.
+
+## Dependencies and Middleware { #dependencies-and-middleware }
+
+Frontend responses run inside the normal **FastAPI** application, so HTTP middleware applies to them.
+
+Dependencies from the app, from an `APIRouter`, and from `include_router()` also apply to frontend responses. This can be useful for protecting a frontend with cookie authentication or similar.
+
+## Static Build Output Only { #static-build-output-only }
+
+`app.frontend()` serves files already generated by your frontend build.
+
+It does not run server-side rendering. It is for frontend frameworks that generate static files, not for frameworks that need dynamic rendering on the server for each request.

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

@@ -1,6 +1,6 @@
 # Handling Errors { #handling-errors }
 
-There are many situations in which you need to notify an error to a client that is using your API.
+There are many situations in which you need to report an error to a client that is using your API.
 
 This client could be a browser with a frontend, a code from someone else, an IoT device, etc.
 
@@ -71,7 +71,7 @@ They are handled automatically by **FastAPI** and converted to JSON.
 
 ## Add custom headers { #add-custom-headers }
 
-There are some situations in where it's useful to be able to add custom headers to the HTTP error. For example, for some types of security.
+There are some situations where it's useful to be able to add custom headers to the HTTP error. For example, for some types of security.
 
 You probably won't need to use it directly in your code.
 

docs/en/docs/tutorial/index.md

@@ -92,7 +92,7 @@ FastAPI has an [official extension for VS Code](https://marketplace.visualstudio
 
 ## Advanced User Guide { #advanced-user-guide }
 
-There is also an **Advanced User Guide** that you can read later after this **Tutorial - User guide**.
+There is also an **Advanced User Guide** that you can read later after this **Tutorial - User Guide**.
 
 The **Advanced User Guide** builds on this one, uses the same concepts, and teaches you some extra features.
 

docs/en/docs/tutorial/metadata.md

@@ -11,7 +11,7 @@ You can set the following fields that are used in the OpenAPI specification and
 | `title` | `str` | The title of the API. |
 | `summary` | `str` | A short summary of the API. <small>Available since OpenAPI 3.1.0, FastAPI 0.99.0.</small> |
 | `description` | `str` | A short description of the API. It can use Markdown. |
-| `version` | `string` | The version of the API. This is the version of your own application, not of OpenAPI. For example `2.5.0`. |
+| `version` | `str` | The version of the API. This is the version of your own application, not of OpenAPI. For example `2.5.0`. |
 | `terms_of_service` | `str` | A URL to the Terms of Service for the API. If provided, this has to be a URL. |
 | `contact` | `dict` | The contact information for the exposed API. It can contain several fields. <details><summary><code>contact</code> fields</summary><table><thead><tr><th>Parameter</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td><code>name</code></td><td><code>str</code></td><td>The identifying name of the contact person/organization.</td></tr><tr><td><code>url</code></td><td><code>str</code></td><td>The URL pointing to the contact information. MUST be in the format of a URL.</td></tr><tr><td><code>email</code></td><td><code>str</code></td><td>The email address of the contact person/organization. MUST be in the format of an email address.</td></tr></tbody></table></details> |
 | `license_info` | `dict` | The license information for the exposed API. It can contain several fields. <details><summary><code>license_info</code> fields</summary><table><thead><tr><th>Parameter</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td><code>name</code></td><td><code>str</code></td><td><strong>REQUIRED</strong> (if a <code>license_info</code> is set). The license name used for the API.</td></tr><tr><td><code>identifier</code></td><td><code>str</code></td><td>An [SPDX](https://spdx.org/licenses/) license expression for the API. The <code>identifier</code> field is mutually exclusive of the <code>url</code> field. <small>Available since OpenAPI 3.1.0, FastAPI 0.99.0.</small></td></tr><tr><td><code>url</code></td><td><code>str</code></td><td>A URL to the license used for the API. MUST be in the format of a URL.</td></tr></tbody></table></details> |

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

@@ -98,7 +98,7 @@ It will be clearly marked as deprecated in the interactive docs:
 
 <img src="/img/tutorial/path-operation-configuration/image04.png">
 
-Check how deprecated and non-deprecated *path operations* look like:
+Check how deprecated and non-deprecated *path operations* look:
 
 <img src="/img/tutorial/path-operation-configuration/image05.png">
 

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

@@ -406,7 +406,7 @@ But if you're curious about this specific code example and you're still entertai
 
 #### String with `value.startswith()` { #string-with-value-startswith }
 
-Did you notice? a string using `value.startswith()` can take a tuple, and it will check each value in the tuple:
+Did you notice? A string using `value.startswith()` can take a tuple, and it will check each value in the tuple:
 
 {* ../../docs_src/query_params_str_validations/tutorial015_an_py310.py ln[16:19] hl[17] *}
 

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

@@ -21,7 +21,7 @@ As they are part of the URL, they are "naturally" strings.
 
 But when you declare them with Python types (in the example above, as `int`), they are converted to that type and validated against it.
 
-All the same process that applied for path parameters also applies for query parameters:
+All the same processes that apply to path parameters also apply to query parameters:
 
 * Editor support (obviously)
 * Data <dfn title="converting the string that comes from an HTTP request into Python data">"parsing"</dfn>

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

@@ -60,7 +60,7 @@ Using `UploadFile` has several advantages over `bytes`:
 
 * You don't have to use `File()` in the default value of the parameter.
 * It uses a "spooled" file:
-    * A file stored in memory up to a maximum size limit, and after passing this limit it will be stored in disk.
+    * A file stored in memory up to a maximum size limit, and after passing this limit it will be stored on disk.
 * This means that it will work well for large files like images, videos, large binaries, etc. without consuming all the memory.
 * You can get metadata from the uploaded file.
 * It has a [file-like](https://docs.python.org/3/glossary.html#term-file-like-object) `async` interface.
@@ -111,7 +111,7 @@ When you use the `async` methods, **FastAPI** runs the file methods in a threadp
 
 ## What is "Form Data" { #what-is-form-data }
 
-The way HTML forms (`<form></form>`) sends the data to the server normally uses a "special" encoding for that data, it's different from JSON.
+The way HTML forms (`<form></form>`) send the data to the server normally uses a "special" encoding for that data, it's different from JSON.
 
 **FastAPI** will make sure to read that data from the right place instead of JSON.
 

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

@@ -46,7 +46,7 @@ To declare form bodies, you need to use `Form` explicitly, because without it th
 
 ## About "Form Fields" { #about-form-fields }
 
-The way HTML forms (`<form></form>`) sends the data to the server normally uses a "special" encoding for that data, it's different from JSON.
+The way HTML forms (`<form></form>`) send the data to the server normally uses a "special" encoding for that data, it's different from JSON.
 
 **FastAPI** will make sure to read that data from the right place instead of JSON.
 

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

@@ -49,7 +49,7 @@ If you already know what HTTP status codes are, skip to the next section.
 
 In HTTP, you send a numeric status code of 3 digits as part of the response.
 
-These status codes have a name associated to recognize them, but the important part is the number.
+These status codes have an associated name to help recognize them, but the important part is the number.
 
 In short:
 

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

@@ -78,7 +78,7 @@ Nevertheless, at the <dfn title="2023-08-26">time of writing this</dfn>, Swagger
 
 ### OpenAPI-specific `examples` { #openapi-specific-examples }
 
-Since before **JSON Schema** supported `examples` OpenAPI had support for a different field also called `examples`.
+Since before **JSON Schema** supported `examples`, OpenAPI had support for a different field also called `examples`.
 
 This **OpenAPI-specific** `examples` goes in another section in the OpenAPI specification. It goes in the **details for each *path operation***, not inside each JSON Schema.
 

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

@@ -88,7 +88,7 @@ And it can also be used by yourself, to debug, check and test the same applicati
 
 ## The `password` flow { #the-password-flow }
 
-Now let's go back a bit and understand what is all that.
+Now let's go back a bit and understand what all that is.
 
 The `password` "flow" is one of the ways ("flows") defined in OAuth2, to handle security and authentication.
 

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

@@ -14,7 +14,7 @@ First, let's create a Pydantic user model.
 
 The same way we use Pydantic to declare bodies, we can use it anywhere else:
 
-{* ../../docs_src/security/tutorial002_an_py310.py hl[5,12:6] *}
+{* ../../docs_src/security/tutorial002_an_py310.py hl[5,12:16] *}
 
 ## Create a `get_current_user` dependency { #create-a-get-current-user-dependency }
 

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

@@ -124,7 +124,7 @@ This ensures the endpoint takes roughly the same amount of time to respond wheth
 
 /// note
 
-If you check the new (fake) database `fake_users_db`, you will see how the hashed password looks like now: `"$argon2id$v=19$m=65536,t=3,p=4$wagCPXjifgvUFBzq4hqe3w$CYaIb8sB+wtD+Vu/P4uod1+Qof8h+1g7bbDlBID48Rc"`.
+If you check the new (fake) database `fake_users_db`, you will see what the hashed password looks like now: `"$argon2id$v=19$m=65536,t=3,p=4$wagCPXjifgvUFBzq4hqe3w$CYaIb8sB+wtD+Vu/P4uod1+Qof8h+1g7bbDlBID48Rc"`.
 
 ///
 

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

@@ -6,7 +6,7 @@ Now let's build from the previous chapter and add the missing parts to have a co
 
 We are going to use **FastAPI** security utilities to get the `username` and `password`.
 
-OAuth2 specifies that when using the "password flow" (that we are using) the client/user must send a `username` and `password` fields as form data.
+OAuth2 specifies that when using the "password flow" (that we are using) the client/user must send `username` and `password` fields as form data.
 
 And the spec says that the fields have to be named like that. So `user-name` or `email` wouldn't work.
 
@@ -146,7 +146,7 @@ UserInDB(
 
 /// note
 
-For a more complete explanation of `**user_dict` check back in [the documentation for **Extra Models**](../extra-models.md#about-user-in-dict).
+For a more complete explanation of `**user_dict` check back in [the documentation for **Extra Models**](../extra-models.md#about-user-in-model-dump).
 
 ///
 
@@ -190,7 +190,7 @@ We want to get the `current_user` *only* if this user is active.
 
 So, we create an additional dependency `get_current_active_user` that in turn uses `get_current_user` as a dependency.
 
-Both of these dependencies will just return an HTTP error if the user doesn't exist, or if is inactive.
+Both of these dependencies will just return an HTTP error if the user doesn't exist, or is inactive.
 
 So, in our endpoint, we will only get a user if the user exists, was correctly authenticated, and is active:
 

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

@@ -201,7 +201,7 @@ Then let's create `Hero`, the actual *table model*, with the **extra fields** th
 * `id`
 * `secret_name`
 
-Because `Hero` inherits form `HeroBase`, it **also** has the **fields** declared in `HeroBase`, so all the fields for `Hero` are:
+Because `Hero` inherits from `HeroBase`, it **also** has the **fields** declared in `HeroBase`, so all the fields for `Hero` are:
 
 * `id`
 * `name`

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

@@ -2,6 +2,14 @@
 
 You can serve static files automatically from a directory using `StaticFiles`.
 
+/// tip
+
+If you need to host a frontend, use `app.frontend()` instead, read about it in [Frontend](frontend.md).
+
+`app.frontend()` uses `StaticFiles` underneath, with several additional advantages for frontends, like handling client-side routing.
+
+///
+
 ## Use `StaticFiles` { #use-staticfiles }
 
 * Import `StaticFiles`.
@@ -33,7 +41,7 @@ The `directory="static"` refers to the name of the directory that contains your
 
 The `name="static"` gives it a name that can be used internally by **FastAPI**.
 
-All these parameters can be different than "`static`", adjust them with the needs and specific details of your own application.
+All these parameters can be different than "`static`", adjust them to the needs and specific details of your own application.
 
 ## More info { #more-info }
 

docs/en/docs/tutorial/testing.md

@@ -24,7 +24,7 @@ Import `TestClient`.
 
 Create a `TestClient` by passing your **FastAPI** application to it.
 
-Create functions with a name that starts with `test_` (this is standard `pytest` conventions).
+Create functions with a name that starts with `test_` (this is a standard `pytest` convention).
 
 Use the `TestClient` object the same way as you do with `httpx`.
 

docs/en/docs/virtual-environments.md

@@ -100,7 +100,7 @@ $ uv venv
 
 By default, `uv` will create a virtual environment in a directory called `.venv`.
 
-But you could customize it passing an additional argument with the directory name.
+But you could customize it by passing an additional argument with the directory name.
 
 ///
 
@@ -258,7 +258,7 @@ $ python -m ensurepip --upgrade
 
 </div>
 
-This command will install pip if it is not already installed and also ensures that the installed version of pip is at least as recent as the one available in `ensurepip`.
+This command will install pip if it is not already installed and also ensure that the installed version of pip is at least as recent as the one available in `ensurepip`.
 
 ///
 
@@ -447,7 +447,7 @@ Now you're ready to start working on your project.
 
 /// tip
 
-Do you want to understand what's all that above?
+Do you want to understand what all that above is?
 
 Continue reading. 👇🤓
 
@@ -548,7 +548,7 @@ Also, depending on your operating system (e.g. Linux, Windows, macOS), it could
 
 ## Where are Packages Installed { #where-are-packages-installed }
 
-When you install Python, it creates some directories with some files in your computer.
+When you install Python, it creates some directories with some files on your computer.
 
 Some of these directories are the ones in charge of having all the packages you install.
 
@@ -568,7 +568,7 @@ That will download a compressed file with the FastAPI code, normally from [PyPI]
 
 It will also **download** files for other packages that FastAPI depends on.
 
-Then it will **extract** all those files and put them in a directory in your computer.
+Then it will **extract** all those files and put them in a directory on your computer.
 
 By default, it will put those files downloaded and extracted in the directory that comes with your Python installation, that's the **global environment**.
 
@@ -846,7 +846,7 @@ This is a simple guide to get you started and teach you how everything works **u
 
 There are many **alternatives** to managing virtual environments, package dependencies (requirements), projects.
 
-Once you are ready and want to use a tool to **manage the entire project**, packages dependencies, virtual environments, etc. I would suggest you try [uv](https://github.com/astral-sh/uv).
+Once you are ready and want to use a tool to **manage the entire project**, package dependencies, virtual environments, etc. I would suggest you try [uv](https://github.com/astral-sh/uv).
 
 `uv` can do a lot of things, it can:
 

docs/en/mkdocs.yml

@@ -133,6 +133,7 @@ nav:
     - tutorial/server-sent-events.md
     - tutorial/background-tasks.md
     - tutorial/metadata.md
+    - tutorial/frontend.md
     - tutorial/static-files.md
     - tutorial/testing.md
     - tutorial/debugging.md
@@ -303,6 +304,8 @@ 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

@@ -7,7 +7,7 @@
       <a class="announce-link" href="https://fastapicloud.com" target="_blank">
         <span class="twemoji">
           {% include ".icons/material/cloud-arrow-up.svg" %}
-        </span> Join the <strong>FastAPI Cloud</strong> waiting list 🚀
+        </span> Deploy on <strong>FastAPI Cloud</strong> 🚀
       </a>
     </div>
     <div class="item">
@@ -40,54 +40,7 @@
     </div>
   </div>
   <div id="announce-right" style="position: relative;">
-    <div class="item">
-      <a title="BlockBee Cryptocurrency Payment Gateway" style="display: block; position: relative;" href="https://blockbee.io?ref=fastapi" target="_blank">
-        <span class="sponsor-badge">sponsor</span>
-        <img class="sponsor-image" src="/img/sponsors/blockbee-banner.png" />
-      </a>
-    </div>
-    <div class="item">
-      <a title="Auth, user management and more for your B2B product" style="display: block; position: relative;" href="https://www.propelauth.com/?utm_source=fastapi&utm_campaign=1223&utm_medium=topbanner" target="_blank">
-        <span class="sponsor-badge">sponsor</span>
-        <img class="sponsor-image" src="/img/sponsors/propelauth-banner.png" />
-      </a>
-    </div>
-    <div class="item">
-      <a title="Deploy & scale any full-stack web app on Render. Focus on building apps, not infra." style="display: block; position: relative;" href="https://docs.render.com/deploy-fastapi?utm_source=deploydoc&utm_medium=referral&utm_campaign=fastapi" target="_blank">
-        <span class="sponsor-badge">sponsor</span>
-        <img class="sponsor-image" src="/img/sponsors/render-banner.svg" />
-      </a>
-    </div>
-    <div class="item">
-      <a title="Cut Code Review Time & Bugs in Half with CodeRabbit" style="display: block; position: relative;" href="https://www.coderabbit.ai/?utm_source=fastapi&utm_medium=banner&utm_campaign=fastapi" target="_blank">
-        <span class="sponsor-badge">sponsor</span>
-        <img class="sponsor-image" src="/img/sponsors/coderabbit-banner.png" />
-      </a>
-    </div>
-    <div class="item">
-      <a title="Making Retail Purchases Actionable for Brands and Developers" style="display: block; position: relative;" href="https://subtotal.com/?utm_source=fastapi&utm_medium=sponsorship&utm_campaign=open-source" target="_blank">
-        <span class="sponsor-badge">sponsor</span>
-        <img class="sponsor-image" src="/img/sponsors/subtotal-banner.svg" />
-      </a>
-    </div>
-    <div class="item">
-      <a title="Deploy enterprise applications at startup speed" style="display: block; position: relative;" href="https://docs.railway.com/guides/fastapi?utm_medium=integration&utm_source=docs&utm_campaign=fastapi" target="_blank">
-        <span class="sponsor-badge">sponsor</span>
-        <img class="sponsor-image" src="/img/sponsors/railway-banner.png" />
-      </a>
-    </div>
-    <div class="item">
-      <a title="SerpApi: Web Search API" style="display: block; position: relative;" href="https://serpapi.com/?utm_source=fastapi_website" target="_blank">
-        <span class="sponsor-badge">sponsor</span>
-        <img class="sponsor-image" src="/img/sponsors/serpapi-banner.png" />
-      </a>
-    </div>
-    <div class="item">
-      <a title="Greptile: The AI Code Reviewer" style="display: block; position: relative;" href="https://www.greptile.com/?utm_source=fastapi&utm_medium=sponsorship&utm_campaign=fastapi_sponsor_page" target="_blank">
-        <span class="sponsor-badge">sponsor</span>
-        <img class="sponsor-image" src="/img/sponsors/greptile-banner.png" />
-      </a>
-    </div>
+    {% include "partials/banner-sponsors.html" %}
   </div>
 </div>
 {% endblock %}

docs/en/overrides/partials/banner-sponsors.html

@@ -0,0 +1,48 @@
+<div class="item">
+  <a title="BlockBee Cryptocurrency Payment Gateway" style="display: block; position: relative;" href="https://blockbee.io?ref=fastapi" target="_blank">
+    <span class="sponsor-badge">sponsor</span>
+    <img class="sponsor-image" src="/img/sponsors/blockbee-banner.png" alt="BlockBee Cryptocurrency Payment Gateway" />
+  </a>
+</div>
+<div class="item">
+  <a title="Auth, user management and more for your B2B product" style="display: block; position: relative;" href="https://www.propelauth.com/?utm_source=fastapi&utm_campaign=1223&utm_medium=topbanner" target="_blank">
+    <span class="sponsor-badge">sponsor</span>
+    <img class="sponsor-image" src="/img/sponsors/propelauth-banner.png" alt="Auth, user management and more for your B2B product" />
+  </a>
+</div>
+<div class="item">
+  <a title="Deploy & scale any full-stack web app on Render. Focus on building apps, not infra." style="display: block; position: relative;" href="https://docs.render.com/deploy-fastapi?utm_source=deploydoc&utm_medium=referral&utm_campaign=fastapi" target="_blank">
+    <span class="sponsor-badge">sponsor</span>
+    <img class="sponsor-image" src="/img/sponsors/render-banner.svg" alt="Deploy & scale any full-stack web app on Render. Focus on building apps, not infra." />
+  </a>
+</div>
+<div class="item">
+  <a title="Cut Code Review Time & Bugs in Half with CodeRabbit" style="display: block; position: relative;" href="https://www.coderabbit.ai/?utm_source=fastapi&utm_medium=banner&utm_campaign=fastapi" target="_blank">
+    <span class="sponsor-badge">sponsor</span>
+    <img class="sponsor-image" src="/img/sponsors/coderabbit-banner.png" alt="Cut Code Review Time & Bugs in Half with CodeRabbit" />
+  </a>
+</div>
+<div class="item">
+  <a title="Making Retail Purchases Actionable for Brands and Developers" style="display: block; position: relative;" href="https://subtotal.com/?utm_source=fastapi&utm_medium=sponsorship&utm_campaign=open-source" target="_blank">
+    <span class="sponsor-badge">sponsor</span>
+    <img class="sponsor-image" src="/img/sponsors/subtotal-banner.svg" alt="Making Retail Purchases Actionable for Brands and Developers" />
+  </a>
+</div>
+<div class="item">
+  <a title="Deploy enterprise applications at startup speed" style="display: block; position: relative;" href="https://docs.railway.com/guides/fastapi?utm_medium=integration&utm_source=docs&utm_campaign=fastapi" target="_blank">
+    <span class="sponsor-badge">sponsor</span>
+    <img class="sponsor-image" src="/img/sponsors/railway-banner.png" alt="Deploy enterprise applications at startup speed" />
+  </a>
+</div>
+<div class="item">
+  <a title="SerpApi: Web Search API" style="display: block; position: relative;" href="https://serpapi.com/?utm_source=fastapi_website" target="_blank">
+    <span class="sponsor-badge">sponsor</span>
+    <img class="sponsor-image" src="/img/sponsors/serpapi-banner.png" alt="SerpApi: Web Search API" />
+  </a>
+</div>
+<div class="item">
+  <a title="Greptile: The AI Code Reviewer" style="display: block; position: relative;" href="https://www.greptile.com/?utm_source=fastapi&utm_medium=sponsorship&utm_campaign=fastapi_sponsor_page" target="_blank">
+    <span class="sponsor-badge">sponsor</span>
+    <img class="sponsor-image" src="/img/sponsors/greptile-banner.png" alt="Greptile: The AI Code Reviewer" />
+  </a>
+</div>