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new file mode 100644
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diff --git a/examples/pipelines/adaptive-rag/README.md b/examples/pipelines/adaptive-rag/README.md
index c773c6f..88413f1 100644
--- a/examples/pipelines/adaptive-rag/README.md
+++ b/examples/pipelines/adaptive-rag/README.md
@@ -1,14 +1,16 @@
-<p align="left">
-  <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy" style="display: inline-flex; align-items: center;">
-    <img src="https://www.gstatic.com/pantheon/images/welcome/supercloud.svg" alt="GCP Logo" height="1.2em"> <span style="margin-left: 5px;">Deploy with GCP</span>
-  </a> | 
-  <a href="https://pathway.com/developers/user-guide/deployment/render-deploy" style="display: inline-flex; align-items: center;">
-    <img src="../../../assets/render.png" alt="Render Logo" height="1.2em"> <span style="margin-left: 5px;">Deploy with Render</span>
-  </a>
+<p align="center">
+    <img src="../../../assets/gcp-logo.svg" alt="GCP Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy">Deploy with GCP</a> |
+    <img src="../../../assets/aws-fargate-logo.svg" alt="AWS Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
+    <img src="../../../assets/azure-logo.svg" alt="Azure Logo" height="30">
+    <a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
+    <img src="../../../assets/render.png" alt="Render Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
 </p>
 
 
-## End to end Adaptive RAG with Pathway
+# End to end Adaptive RAG with Pathway
 
 This is the accompanying code for deploying the `adaptive RAG` technique with Pathway. To understand the technique and learn how it can save tokens without sacrificing accuracy, read [our showcase](https://pathway.com/developers/templates/adaptive-rag).
 
diff --git a/examples/pipelines/demo-document-indexing/README.md b/examples/pipelines/demo-document-indexing/README.md
index 9b251e2..a3f0061 100644
--- a/examples/pipelines/demo-document-indexing/README.md
+++ b/examples/pipelines/demo-document-indexing/README.md
@@ -1,10 +1,12 @@
-<p align="left">
-  <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy" style="display: inline-flex; align-items: center;">
-    <img src="https://www.gstatic.com/pantheon/images/welcome/supercloud.svg" alt="GCP Logo" height="1.2em"> <span style="margin-left: 5px;">Deploy with GCP</span>
-  </a> | 
-  <a href="https://pathway.com/developers/user-guide/deployment/render-deploy" style="display: inline-flex; align-items: center;">
-    <img src="../../../assets/render.png" alt="Render Logo" height="1.2em"> <span style="margin-left: 5px;">Deploy with Render</span>
-  </a>
+<p align="center">
+    <img src="../../../assets/gcp-logo.svg" alt="GCP Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy">Deploy with GCP</a> |
+    <img src="../../../assets/aws-fargate-logo.svg" alt="AWS Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
+    <img src="../../../assets/azure-logo.svg" alt="Azure Logo" height="30">
+    <a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
+    <img src="../../../assets/render.png" alt="Render Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
 </p>
 
 # Realtime Document Indexing: Vector Store with always-up-to-date knowledge
diff --git a/examples/pipelines/demo-question-answering/README.md b/examples/pipelines/demo-question-answering/README.md
index bb3a360..e920109 100644
--- a/examples/pipelines/demo-question-answering/README.md
+++ b/examples/pipelines/demo-question-answering/README.md
@@ -1,10 +1,12 @@
-<p align="left">
-  <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy" style="display: inline-flex; align-items: center;">
-    <img src="https://www.gstatic.com/pantheon/images/welcome/supercloud.svg" alt="GCP Logo" height="1.2em"> <span style="margin-left: 5px;">Deploy with GCP</span>
-  </a> | 
-  <a href="https://pathway.com/developers/user-guide/deployment/render-deploy" style="display: inline-flex; align-items: center;">
-    <img src="../../../assets/render.png" alt="Render Logo" height="1.2em"> <span style="margin-left: 5px;">Deploy with Render</span>
-  </a>
+<p align="center">
+    <img src="../../../assets/gcp-logo.svg" alt="GCP Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy">Deploy with GCP</a> |
+    <img src="../../../assets/aws-fargate-logo.svg" alt="AWS Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
+    <img src="../../../assets/azure-logo.svg" alt="Azure Logo" height="30">
+    <a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
+    <img src="../../../assets/render.png" alt="Render Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
 </p>
 
 # Pathway RAG app with always up-to-date knowledge
diff --git a/examples/pipelines/gpt_4o_multimodal_rag/README.md b/examples/pipelines/gpt_4o_multimodal_rag/README.md
index e0a8fdc..3e5b3f5 100644
--- a/examples/pipelines/gpt_4o_multimodal_rag/README.md
+++ b/examples/pipelines/gpt_4o_multimodal_rag/README.md
@@ -1,10 +1,12 @@
-<p align="left">
-  <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy" style="display: inline-flex; align-items: center;">
-    <img src="https://www.gstatic.com/pantheon/images/welcome/supercloud.svg" alt="GCP Logo" height="1.2em"> <span style="margin-left: 5px;">Deploy with GCP</span>
-  </a> | 
-  <a href="https://pathway.com/developers/user-guide/deployment/render-deploy" style="display: inline-flex; align-items: center;">
-    <img src="../../../assets/render.png" alt="Render Logo" height="1.2em"> <span style="margin-left: 5px;">Deploy with Render</span>
-  </a>
+<p align="center">
+    <img src="../../../assets/gcp-logo.svg" alt="GCP Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy">Deploy with GCP</a> |
+    <img src="../../../assets/aws-fargate-logo.svg" alt="AWS Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
+    <img src="../../../assets/azure-logo.svg" alt="Azure Logo" height="30">
+    <a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
+    <img src="../../../assets/render.png" alt="Render Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
 </p>
 
 # Multimodal RAG with Pathway: Process your Financial Reports and Tables with GPT-4o
diff --git a/examples/pipelines/private-rag/README.md b/examples/pipelines/private-rag/README.md
index 39838a6..4e862c9 100644
--- a/examples/pipelines/private-rag/README.md
+++ b/examples/pipelines/private-rag/README.md
@@ -1,10 +1,12 @@
-<p align="left">
-  <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy" style="display: inline-flex; align-items: center;">
-    <img src="https://www.gstatic.com/pantheon/images/welcome/supercloud.svg" alt="GCP Logo" height="1.2em"> <span style="margin-left: 5px;">Deploy with GCP</span>
-  </a> | 
-  <a href="https://pathway.com/developers/user-guide/deployment/render-deploy" style="display: inline-flex; align-items: center;">
-    <img src="../../../assets/render.png" alt="Render Logo" height="1.2em"> <span style="margin-left: 5px;">Deploy with Render</span>
-  </a>
+<p align="center">
+    <img src="../../../assets/gcp-logo.svg" alt="GCP Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy">Deploy with GCP</a> |
+    <img src="../../../assets/aws-fargate-logo.svg" alt="AWS Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
+    <img src="../../../assets/azure-logo.svg" alt="Azure Logo" height="30">
+    <a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
+    <img src="../../../assets/render.png" alt="Render Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
 </p>
 
 # Fully private RAG with Pathway
diff --git a/examples/pipelines/slides_ai_search/README.md b/examples/pipelines/slides_ai_search/README.md
index 0c053be..fb31644 100644
--- a/examples/pipelines/slides_ai_search/README.md
+++ b/examples/pipelines/slides_ai_search/README.md
@@ -1,3 +1,14 @@
+<p align="center">
+    <img src="../../../assets/gcp-logo.svg" alt="GCP Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy">Deploy with GCP</a> |
+    <img src="../../../assets/aws-fargate-logo.svg" alt="AWS Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
+    <img src="../../../assets/azure-logo.svg" alt="Azure Logo" height="30">
+    <a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
+    <img src="../../../assets/render.png" alt="Render Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
+</p>
+
 # **Slides AI Search App**
 
 ## **Overview**
diff --git a/examples/pipelines/unstructured_to_sql_on_the_fly/README.md b/examples/pipelines/unstructured_to_sql_on_the_fly/README.md
index 09bdabd..e4a9e83 100644
--- a/examples/pipelines/unstructured_to_sql_on_the_fly/README.md
+++ b/examples/pipelines/unstructured_to_sql_on_the_fly/README.md
@@ -1,3 +1,14 @@
+<p align="center">
+    <img src="../../../assets/gcp-logo.svg" alt="GCP Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/gcp-deploy">Deploy with GCP</a> |
+    <img src="../../../assets/aws-fargate-logo.svg" alt="AWS Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
+    <img src="../../../assets/azure-logo.svg" alt="Azure Logo" height="30">
+    <a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
+    <img src="../../../assets/render.png" alt="Render Logo" height="30">
+    <a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
+</p>
+
 # Pathway + PostgreSQL + LLM: app for querying financial reports with live document structuring pipeline
 
 The aim of this pipeline is to extract and structure the data out of unstructured data (PDFs, queries)