diff --git a/README.md b/README.md
index fbf66a48b..7303e3056 100644
--- a/README.md
+++ b/README.md
@@ -88,7 +88,7 @@ The key features are:
 
 "_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---
 
diff --git a/docs/de/docs/index.md b/docs/de/docs/index.md
index 32fe63ca8..7c73ad741 100644
--- a/docs/de/docs/index.md
+++ b/docs/de/docs/index.md
@@ -110,7 +110,7 @@ Seine Schlüssel-Merkmale sind:
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">„Wir haben die <strong>FastAPI</strong>-Bibliothek übernommen, um einen <strong>REST</strong>-Server zu erstellen, der für <strong>Vorhersagen</strong> abgefragt werden kann.“ <em>[für Ludwig]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(Ref.)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(Ref.)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">„<strong>Netflix</strong> freut sich, die Open-Source-Veröffentlichung unseres <strong>Krisenmanagement</strong>-Orchestrierungsframeworks bekannt zu geben: <strong>Dispatch</strong>!“ <em>[erstellt mit FastAPI]</em></blockquote>
@@ -133,7 +133,7 @@ Seine Schlüssel-Merkmale sind:
 
 „_Wir haben die **FastAPI**-Bibliothek übernommen, um einen **REST**-Server zu erstellen, der für **Vorhersagen** abgefragt werden kann. [für Ludwig]_“
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, und Sai Sumanth Miryala – <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(Ref.)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, und Sai Sumanth Miryala – <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(Ref.)</small></a></div>
 
 ---
 
diff --git a/docs/en/docs/index.md b/docs/en/docs/index.md
index 7baeaab26..91b5b4fa2 100644
--- a/docs/en/docs/index.md
+++ b/docs/en/docs/index.md
@@ -110,7 +110,7 @@ The key features are:
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"We adopted the <strong>FastAPI</strong> library to spawn a <strong>REST</strong> server that can be queried to obtain <strong>predictions</strong>." <em>[for Ludwig]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(ref)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"<strong>Netflix</strong> is pleased to announce the open-source release of our <strong>crisis management</strong> orchestration framework: <strong>Dispatch</strong>!" <em>[built with FastAPI]</em></blockquote>
@@ -133,7 +133,7 @@ The key features are:
 
 "_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---
 
diff --git a/docs/es/docs/index.md b/docs/es/docs/index.md
index 58d534eef..b9d269aa5 100644
--- a/docs/es/docs/index.md
+++ b/docs/es/docs/index.md
@@ -110,7 +110,7 @@ Las funcionalidades clave son:
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"Adoptamos el paquete <strong>FastAPI</strong> para crear un servidor <strong>REST</strong> que pueda ser consultado para obtener <strong>predicciones</strong>." <em>[para Ludwig]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(ref)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"<strong>Netflix</strong> se complace en anunciar el lanzamiento open source de nuestro framework de orquestación de <strong>gestión de crisis</strong>: <strong>Dispatch</strong>!" <em>[construido con FastAPI]</em></blockquote>
@@ -133,7 +133,7 @@ Las funcionalidades clave son:
 
 "_Adoptamos el paquete **FastAPI** para crear un servidor **REST** que pueda ser consultado para obtener **predicciones**. [para Ludwig]_"
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---
 
diff --git a/docs/fr/docs/index.md b/docs/fr/docs/index.md
index 3cfcdfd29..ea14052bc 100644
--- a/docs/fr/docs/index.md
+++ b/docs/fr/docs/index.md
@@ -110,7 +110,7 @@ Les principales fonctionnalités sont :
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">« Nous avons adopté la bibliothèque <strong>FastAPI</strong> pour lancer un serveur <strong>REST</strong> qui peut être interrogé pour obtenir des <strong>prédictions</strong>. » <em>[pour Ludwig]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(ref)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">« <strong>Netflix</strong> est heureux d’annoncer la publication en open source de notre framework d’orchestration de <strong>gestion de crise</strong> : <strong>Dispatch</strong> ! » <em>[construit avec FastAPI]</em></blockquote>
@@ -133,7 +133,7 @@ Les principales fonctionnalités sont :
 
 « _Nous avons adopté la bibliothèque **FastAPI** pour lancer un serveur **REST** qui peut être interrogé pour obtenir des **prédictions**. [pour Ludwig]_ »
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, et Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, et Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---
 
diff --git a/docs/hi/docs/index.md b/docs/hi/docs/index.md
index cbc81dbe5..028b6ae57 100644
--- a/docs/hi/docs/index.md
+++ b/docs/hi/docs/index.md
@@ -110,7 +110,7 @@ FastAPI एक आधुनिक, तेज़ (उच्च-प्रदर्
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"हमने <strong>FastAPI</strong> लाइब्रेरी अपनाई ताकि एक <strong>REST</strong> सर्वर स्पॉन किया जा सके जिसे <strong>अन्दाज़ों/अनुमानों</strong> को प्राप्त करने के लिए क्वेरी किया जा सके।" <em>[Ludwig के लिए]</em></blockquote>
-    <div class="fastapi-opinions__attr">— पिएरो मोलिनो, यारोस्लाव डुडिन, साई सुमंत मिर्याला, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(संदर्भ)</a></div>
+    <div class="fastapi-opinions__attr">— पिएरो मोलिनो, यारोस्लाव डुडिन, साई सुमंत मिर्याला, <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(संदर्भ)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"<strong>Netflix</strong> हमारे <strong>संकट प्रबंधन</strong> ऑर्केस्ट्रेशन फ़्रेमवर्क: <strong>Dispatch</strong> के ओपन-सोर्स रिलीज़ की घोषणा करते हुए प्रसन्न है!" <em>[FastAPI के साथ बनाया गया]</em></blockquote>
@@ -133,7 +133,7 @@ FastAPI एक आधुनिक, तेज़ (उच्च-प्रदर्
 
 "_हमने **FastAPI** लाइब्रेरी अपनाई ताकि एक **REST** सर्वर स्पॉन किया जा सके जिसे **अनुमानों** को प्राप्त करने के लिए क्वेरी किया जा सके। [Ludwig के लिए]_"
 
-<div style="text-align: right; margin-right: 10%;">पिएरो मोलिनो, यारोस्लाव डुडिन, और साई सुमंत मिर्याला - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(संदर्भ)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">पिएरो मोलिनो, यारोस्लाव डुडिन, और साई सुमंत मिर्याला - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(संदर्भ)</small></a></div>
 
 ---
 
diff --git a/docs/ja/docs/index.md b/docs/ja/docs/index.md
index 0c588e59c..4e5706143 100644
--- a/docs/ja/docs/index.md
+++ b/docs/ja/docs/index.md
@@ -110,7 +110,7 @@ FastAPI は、Python の標準である型ヒントに基づいて Python で AP
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">「**FastAPI** ライブラリを採用し、クエリで **予測値** を取得できる **REST** サーバを構築しました。」<em>[for Ludwig]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(ref)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">「<strong>Netflix</strong> は、私たちの <strong>危機管理</strong> オーケストレーションフレームワーク、<strong>Dispatch</strong> のオープンソースリリースを発表できることをうれしく思います！」<em>[built with FastAPI]</em></blockquote>
@@ -133,7 +133,7 @@ FastAPI は、Python の標準である型ヒントに基づいて Python で AP
 
 "_FastAPIライブラリを採用し、クエリで **予測値** を取得できる **REST** サーバを構築しました。 [for Ludwig]_"
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---
 
diff --git a/docs/ko/docs/index.md b/docs/ko/docs/index.md
index 33f34b416..7741b3494 100644
--- a/docs/ko/docs/index.md
+++ b/docs/ko/docs/index.md
@@ -110,7 +110,7 @@ FastAPI는 현대적이고, 빠르며(고성능), 파이썬 표준 타입 힌트
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"우리는 <strong>FastAPI</strong> 라이브러리를 채택해 <strong>예측</strong>을 얻기 위해 쿼리할 수 있는 <strong>REST</strong> 서버를 생성했습니다." <em>[Ludwig을 위해]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(ref)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"<strong>Netflix</strong>는 우리의 <strong>위기 관리</strong> 오케스트레이션 프레임워크인 <strong>Dispatch</strong>의 오픈 소스 공개를 발표하게 되어 기쁩니다!" <em>[FastAPI로 빌드]</em></blockquote>
@@ -133,7 +133,7 @@ FastAPI는 현대적이고, 빠르며(고성능), 파이썬 표준 타입 힌트
 
 "_**FastAPI** 라이브러리를 채택하여 **예측**을 얻기 위해 쿼리를 실행할 수 있는 **REST** 서버를 생성했습니다. [Ludwig을 위해]_"
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---
 
diff --git a/docs/pt/docs/index.md b/docs/pt/docs/index.md
index 2f12317c3..d38b6b668 100644
--- a/docs/pt/docs/index.md
+++ b/docs/pt/docs/index.md
@@ -110,7 +110,7 @@ Os recursos chave são:
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"Nós adotamos a biblioteca <strong>FastAPI</strong> para iniciar um servidor <strong>REST</strong> que pode ser consultado para obter <strong>previsões</strong>." <em>[para o Ludwig]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(ref)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"A <strong>Netflix</strong> tem o prazer de anunciar o lançamento open-source do nosso framework de orquestração de <strong>gerenciamento de crises</strong>: <strong>Dispatch</strong>!" <em>[criado com FastAPI]</em></blockquote>
@@ -133,7 +133,7 @@ Os recursos chave são:
 
 "_Nós adotamos a biblioteca **FastAPI** para iniciar um servidor **REST** que pode ser consultado para obter **previsões**. [para o Ludwig]_"
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---
 
diff --git a/docs/ru/docs/index.md b/docs/ru/docs/index.md
index 1b6f3d40a..e5baa9f60 100644
--- a/docs/ru/docs/index.md
+++ b/docs/ru/docs/index.md
@@ -110,7 +110,7 @@ FastAPI — это современный, быстрый (высокопрои
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">«Мы начали использовать библиотеку <strong>FastAPI</strong>, чтобы поднять <strong>REST</strong>-сервер, к которому можно обращаться за <strong>предсказаниями</strong>». <em>[для Ludwig]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(ref)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">«<strong>Netflix</strong> рада объявить об открытом релизе нашего фреймворка оркестрации <strong>антикризисного управления</strong>: <strong>Dispatch</strong>!» <em>[создан с помощью FastAPI]</em></blockquote>
@@ -133,7 +133,7 @@ FastAPI — это современный, быстрый (высокопрои
 
 "_Мы начали использовать библиотеку **FastAPI**, чтобы поднять **REST**-сервер, к которому можно обращаться за **предсказаниями**. [для Ludwig]_"
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---
 
diff --git a/docs/tr/docs/index.md b/docs/tr/docs/index.md
index edc8a5138..7399959e1 100644
--- a/docs/tr/docs/index.md
+++ b/docs/tr/docs/index.md
@@ -110,7 +110,7 @@ Temel özellikleri şunlardır:
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"<strong>FastAPI</strong> kütüphanesini, sorgulanarak <strong>tahminler</strong> alınabilecek bir <strong>REST</strong> server başlatmak için benimsedik." <em>[Ludwig için]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(ref)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">"<strong>Netflix</strong> olarak <strong>kriz yönetimi</strong> orkestrasyon framework'ümüzün açık kaynak sürümünü duyurmaktan memnuniyet duyuyoruz: <strong>Dispatch</strong>!" <em>[FastAPI ile geliştirildi]</em></blockquote>
@@ -133,7 +133,7 @@ Temel özellikleri şunlardır:
 
 "_**FastAPI** kütüphanesini, **predictions** almak için sorgulanabilecek bir **REST** server oluşturmak amacıyla benimsedik. [Ludwig için]_"
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---
 
diff --git a/docs/uk/docs/index.md b/docs/uk/docs/index.md
index bcc429c7e..238048d21 100644
--- a/docs/uk/docs/index.md
+++ b/docs/uk/docs/index.md
@@ -110,7 +110,7 @@ FastAPI - це сучасний, швидкий (високопродуктив
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">«Ми прийняли бібліотеку <strong>FastAPI</strong>, щоб запустити сервер <strong>REST</strong>, до якого можна надсилати запити для отримання <strong>прогнозів</strong>». <em>[для Ludwig]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala, <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(ref)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">«<strong>Netflix</strong> із задоволенням оголошує про випуск з відкритим кодом нашого фреймворку оркестрації <strong>керування кризами</strong>: <strong>Dispatch</strong>!» <em>[побудовано з FastAPI]</em></blockquote>
@@ -133,7 +133,7 @@ FastAPI - це сучасний, швидкий (високопродуктив
 
 "_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---
 
diff --git a/docs/zh-hant/docs/index.md b/docs/zh-hant/docs/index.md
index 5a45a69c7..a5ba8fbd1 100644
--- a/docs/zh-hant/docs/index.md
+++ b/docs/zh-hant/docs/index.md
@@ -110,7 +110,7 @@ FastAPI 是一個現代、快速（高效能）的 Web 框架，用於以 Python
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">「我們採用了 <strong>FastAPI</strong> 函式庫來啟動一個可供查詢以取得 <strong>預測</strong> 的 <strong>REST</strong> 伺服器。」 <em>[for Ludwig]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino、Yaroslav Dudin、Sai Sumanth Miryala，<strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino、Yaroslav Dudin、Sai Sumanth Miryala，<strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(ref)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">「<strong>Netflix</strong> 很高興宣布我們的 <strong>危機管理</strong> 協調框架 <strong>Dispatch</strong> 開源！」 <em>[使用 FastAPI 建構]</em></blockquote>
@@ -133,7 +133,7 @@ FastAPI 是一個現代、快速（高效能）的 Web 框架，用於以 Python
 
 "_我們採用了 **FastAPI** 函式庫來啟動一個 **REST** 伺服器，供查詢以取得**預測**。[for Ludwig]_"
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---
 
diff --git a/docs/zh/docs/index.md b/docs/zh/docs/index.md
index 74b799e5c..4c62eece4 100644
--- a/docs/zh/docs/index.md
+++ b/docs/zh/docs/index.md
@@ -110,7 +110,7 @@ FastAPI 是一个用于构建 API 的现代、快速（高性能）的 Web 框
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-uber" role="tabpanel" aria-labelledby="fo-tab-uber" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">“我们采用了 <strong>FastAPI</strong> 库来启动一个可查询获取<strong>预测结果</strong>的 <strong>REST</strong> 服务器。” <em>[用于 Ludwig]</em></blockquote>
-    <div class="fastapi-opinions__attr">— Piero Molino，Yaroslav Dudin，Sai Sumanth Miryala，<strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/">(ref)</a></div>
+    <div class="fastapi-opinions__attr">— Piero Molino，Yaroslav Dudin，Sai Sumanth Miryala，<strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig">(ref)</a></div>
   </div>
   <div class="fastapi-opinions__panel" id="fo-panel-netflix" role="tabpanel" aria-labelledby="fo-tab-netflix" tabindex="0" hidden>
     <blockquote class="fastapi-opinions__quote">“<strong>Netflix</strong> 很高兴宣布开源我们的<strong>危机管理</strong>编排框架：<strong>Dispatch</strong>！” <em>[使用 FastAPI 构建]</em></blockquote>
@@ -133,7 +133,7 @@ FastAPI 是一个用于构建 API 的现代、快速（高性能）的 Web 框
 
 「_我们采用 **FastAPI** 库来启动一个可查询以获取**预测结果**的 **REST** 服务器。[用于 Ludwig]_」
 
-<div style="text-align: right; margin-right: 10%;">Piero Molino，Yaroslav Dudin，Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>
+<div style="text-align: right; margin-right: 10%;">Piero Molino，Yaroslav Dudin，Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://github.com/ludwig-ai/ludwig"><small>(ref)</small></a></div>
 
 ---