diff --git a/langstream-admin-client/pom.xml b/langstream-admin-client/pom.xml
index a25bd71e7..246514591 100644
--- a/langstream-admin-client/pom.xml
+++ b/langstream-admin-client/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-ai</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-agents/langstream-agent-azure-blob-storage-source/pom.xml b/langstream-agents/langstream-agent-azure-blob-storage-source/pom.xml
index d81a2ba83..b1e3a4712 100644
--- a/langstream-agents/langstream-agent-azure-blob-storage-source/pom.xml
+++ b/langstream-agents/langstream-agent-azure-blob-storage-source/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-agents</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-agents/langstream-agent-camel/pom.xml b/langstream-agents/langstream-agent-camel/pom.xml
index 4d2ff00dd..16470f168 100644
--- a/langstream-agents/langstream-agent-camel/pom.xml
+++ b/langstream-agents/langstream-agent-camel/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-agents</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-agent-camel</artifactId>
diff --git a/langstream-agents/langstream-agent-grpc/pom.xml b/langstream-agents/langstream-agent-grpc/pom.xml
index d0d6d18ba..a4cb6352f 100644
--- a/langstream-agents/langstream-agent-grpc/pom.xml
+++ b/langstream-agents/langstream-agent-grpc/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-agents</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-agent-grpc</artifactId>
diff --git a/langstream-agents/langstream-agent-http-request/pom.xml b/langstream-agents/langstream-agent-http-request/pom.xml
index 30e3ee3da..45129b493 100644
--- a/langstream-agents/langstream-agent-http-request/pom.xml
+++ b/langstream-agents/langstream-agent-http-request/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-agents</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-agents/langstream-agent-pulsardlq/pom.xml b/langstream-agents/langstream-agent-pulsardlq/pom.xml
index 4263d4b35..4df09fa73 100644
--- a/langstream-agents/langstream-agent-pulsardlq/pom.xml
+++ b/langstream-agents/langstream-agent-pulsardlq/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-agents</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-agent-pulsardlq</artifactId>
diff --git a/langstream-agents/langstream-agent-s3/pom.xml b/langstream-agents/langstream-agent-s3/pom.xml
index 493eb4895..df20424db 100644
--- a/langstream-agents/langstream-agent-s3/pom.xml
+++ b/langstream-agents/langstream-agent-s3/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-agents</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-agent-s3</artifactId>
diff --git a/langstream-agents/langstream-agent-webcrawler/pom.xml b/langstream-agents/langstream-agent-webcrawler/pom.xml
index 6f7e552c7..d951a7e04 100644
--- a/langstream-agents/langstream-agent-webcrawler/pom.xml
+++ b/langstream-agents/langstream-agent-webcrawler/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-agents</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-agent-webcrawler</artifactId>
diff --git a/langstream-agents/langstream-agents-commons/pom.xml b/langstream-agents/langstream-agents-commons/pom.xml
index cdca625e3..0d6638e7b 100644
--- a/langstream-agents/langstream-agents-commons/pom.xml
+++ b/langstream-agents/langstream-agents-commons/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-agents</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-agents-commons</artifactId>
diff --git a/langstream-agents/langstream-agents-flow-control/pom.xml b/langstream-agents/langstream-agents-flow-control/pom.xml
index 9d318aa47..300ce404d 100644
--- a/langstream-agents/langstream-agents-flow-control/pom.xml
+++ b/langstream-agents/langstream-agents-flow-control/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-agents</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-agents-flow-control</artifactId>
diff --git a/langstream-agents/langstream-agents-text-processing/pom.xml b/langstream-agents/langstream-agents-text-processing/pom.xml
index 6fee345b7..83f2a00e8 100644
--- a/langstream-agents/langstream-agents-text-processing/pom.xml
+++ b/langstream-agents/langstream-agents-text-processing/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-agents</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-agents-text-processing</artifactId>
diff --git a/langstream-agents/langstream-ai-agents/pom.xml b/langstream-agents/langstream-ai-agents/pom.xml
index ca16dbfc2..b28421c39 100644
--- a/langstream-agents/langstream-ai-agents/pom.xml
+++ b/langstream-agents/langstream-ai-agents/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-agents</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-ai-agents</artifactId>
diff --git a/langstream-agents/langstream-vector-agents/pom.xml b/langstream-agents/langstream-vector-agents/pom.xml
index c3b59a55f..540e36252 100644
--- a/langstream-agents/langstream-vector-agents/pom.xml
+++ b/langstream-agents/langstream-vector-agents/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-agents</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-vector-agents</artifactId>
diff --git a/langstream-agents/pom.xml b/langstream-agents/pom.xml
index 03b160fa0..43c5831f3 100644
--- a/langstream-agents/pom.xml
+++ b/langstream-agents/pom.xml
@@ -20,7 +20,7 @@
     <parent>
         <artifactId>langstream-ai</artifactId>
         <groupId>ai.langstream</groupId>
-        <version>0.12.1-SNAPSHOT</version>
+        <version>0.12.1</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-api-gateway-auth/langstream-github-api-gateway-auth/pom.xml b/langstream-api-gateway-auth/langstream-github-api-gateway-auth/pom.xml
index eb12cce1e..56e1dd747 100644
--- a/langstream-api-gateway-auth/langstream-github-api-gateway-auth/pom.xml
+++ b/langstream-api-gateway-auth/langstream-github-api-gateway-auth/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-api-gateway-auth</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-api-gateway-auth/langstream-google-api-gateway-auth/pom.xml b/langstream-api-gateway-auth/langstream-google-api-gateway-auth/pom.xml
index 3f7ebc42a..97d82ab4f 100644
--- a/langstream-api-gateway-auth/langstream-google-api-gateway-auth/pom.xml
+++ b/langstream-api-gateway-auth/langstream-google-api-gateway-auth/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-api-gateway-auth</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-api-gateway-auth/langstream-http-api-gateway-auth/pom.xml b/langstream-api-gateway-auth/langstream-http-api-gateway-auth/pom.xml
index ee95fad72..0e2ad7f39 100644
--- a/langstream-api-gateway-auth/langstream-http-api-gateway-auth/pom.xml
+++ b/langstream-api-gateway-auth/langstream-http-api-gateway-auth/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-api-gateway-auth</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-api-gateway-auth/langstream-jwt-api-gateway-auth/pom.xml b/langstream-api-gateway-auth/langstream-jwt-api-gateway-auth/pom.xml
index fa4f7b748..d20666a1d 100644
--- a/langstream-api-gateway-auth/langstream-jwt-api-gateway-auth/pom.xml
+++ b/langstream-api-gateway-auth/langstream-jwt-api-gateway-auth/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-api-gateway-auth</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-api-gateway-auth/pom.xml b/langstream-api-gateway-auth/pom.xml
index 677f2af78..80c8a269f 100644
--- a/langstream-api-gateway-auth/pom.xml
+++ b/langstream-api-gateway-auth/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-ai</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <packaging>pom</packaging>
   <modelVersion>4.0.0</modelVersion>
diff --git a/langstream-api-gateway/pom.xml b/langstream-api-gateway/pom.xml
index 5b61fb0cd..9fba3b22f 100644
--- a/langstream-api-gateway/pom.xml
+++ b/langstream-api-gateway/pom.xml
@@ -21,11 +21,11 @@
 	<parent>
 		<groupId>ai.langstream</groupId>
 		<artifactId>langstream-ai</artifactId>
-		<version>0.12.1-SNAPSHOT</version>
+		<version>0.12.1</version>
 	</parent>
 	<groupId>ai.langstream</groupId>
 	<artifactId>langstream-api-gateway</artifactId>
-	<version>0.12.1-SNAPSHOT</version>
+	<version>0.12.1</version>
 	<name>LangStream - API Gateway</name>
 	<properties>
 		<java.version>17</java.version>
diff --git a/langstream-api/pom.xml b/langstream-api/pom.xml
index 26344d045..025ac5c6c 100644
--- a/langstream-api/pom.xml
+++ b/langstream-api/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-ai</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-api</artifactId>
diff --git a/langstream-auth-jwt/pom.xml b/langstream-auth-jwt/pom.xml
index fe2d64451..e5cbc5c2d 100644
--- a/langstream-auth-jwt/pom.xml
+++ b/langstream-auth-jwt/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-ai</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-cli/pom.xml b/langstream-cli/pom.xml
index 9d0454836..2f611e5c3 100644
--- a/langstream-cli/pom.xml
+++ b/langstream-cli/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-ai</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-cli</artifactId>
diff --git a/langstream-codestorage-providers/langstream-codestorage-azure-blob-storage/pom.xml b/langstream-codestorage-providers/langstream-codestorage-azure-blob-storage/pom.xml
index 78eaff200..0ddec5931 100644
--- a/langstream-codestorage-providers/langstream-codestorage-azure-blob-storage/pom.xml
+++ b/langstream-codestorage-providers/langstream-codestorage-azure-blob-storage/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-codestorage-providers</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-codestorage-providers/langstream-codestorage-s3/pom.xml b/langstream-codestorage-providers/langstream-codestorage-s3/pom.xml
index d71b5db86..a51d547d0 100644
--- a/langstream-codestorage-providers/langstream-codestorage-s3/pom.xml
+++ b/langstream-codestorage-providers/langstream-codestorage-s3/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-codestorage-providers</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-codestorage-providers/pom.xml b/langstream-codestorage-providers/pom.xml
index 6accc55d0..17ab2639a 100644
--- a/langstream-codestorage-providers/pom.xml
+++ b/langstream-codestorage-providers/pom.xml
@@ -20,7 +20,7 @@
     <parent>
         <artifactId>langstream-ai</artifactId>
         <groupId>ai.langstream</groupId>
-        <version>0.12.1-SNAPSHOT</version>
+        <version>0.12.1</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-core/pom.xml b/langstream-core/pom.xml
index bb585f435..c8a1863c9 100644
--- a/langstream-core/pom.xml
+++ b/langstream-core/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-ai</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-core</artifactId>
diff --git a/langstream-e2e-tests/pom.xml b/langstream-e2e-tests/pom.xml
index 44f01e729..002fd30de 100644
--- a/langstream-e2e-tests/pom.xml
+++ b/langstream-e2e-tests/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-ai</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-k8s-common/pom.xml b/langstream-k8s-common/pom.xml
index ccd7da1f8..2e1d0a98a 100644
--- a/langstream-k8s-common/pom.xml
+++ b/langstream-k8s-common/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-ai</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-k8s-deployer/langstream-k8s-deployer-api/pom.xml b/langstream-k8s-deployer/langstream-k8s-deployer-api/pom.xml
index b0d895bfd..2daef23d3 100644
--- a/langstream-k8s-deployer/langstream-k8s-deployer-api/pom.xml
+++ b/langstream-k8s-deployer/langstream-k8s-deployer-api/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-k8s-deployer</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-k8s-deployer/langstream-k8s-deployer-core/pom.xml b/langstream-k8s-deployer/langstream-k8s-deployer-core/pom.xml
index 20abb09ab..3298f3dce 100644
--- a/langstream-k8s-deployer/langstream-k8s-deployer-core/pom.xml
+++ b/langstream-k8s-deployer/langstream-k8s-deployer-core/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-k8s-deployer</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-k8s-deployer/langstream-k8s-deployer-operator/pom.xml b/langstream-k8s-deployer/langstream-k8s-deployer-operator/pom.xml
index 9cfe1ace6..ef97a5f5c 100644
--- a/langstream-k8s-deployer/langstream-k8s-deployer-operator/pom.xml
+++ b/langstream-k8s-deployer/langstream-k8s-deployer-operator/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-k8s-deployer</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-k8s-deployer/pom.xml b/langstream-k8s-deployer/pom.xml
index 1a9334c31..d3efde164 100644
--- a/langstream-k8s-deployer/pom.xml
+++ b/langstream-k8s-deployer/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-ai</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-k8s-runtime/langstream-k8s-runtime-core/pom.xml b/langstream-k8s-runtime/langstream-k8s-runtime-core/pom.xml
index 5e3578f11..e0e2b6128 100644
--- a/langstream-k8s-runtime/langstream-k8s-runtime-core/pom.xml
+++ b/langstream-k8s-runtime/langstream-k8s-runtime-core/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-k8s-runtime</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-k8s-runtime/pom.xml b/langstream-k8s-runtime/pom.xml
index a36b3aac4..63ab99d44 100644
--- a/langstream-k8s-runtime/pom.xml
+++ b/langstream-k8s-runtime/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-ai</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-k8s-runtime</artifactId>
diff --git a/langstream-k8s-storage/pom.xml b/langstream-k8s-storage/pom.xml
index ed7dad05e..4291a6bbb 100644
--- a/langstream-k8s-storage/pom.xml
+++ b/langstream-k8s-storage/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-ai</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-kafka-runtime/pom.xml b/langstream-kafka-runtime/pom.xml
index 42d864327..bae58ddb3 100644
--- a/langstream-kafka-runtime/pom.xml
+++ b/langstream-kafka-runtime/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-ai</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-kafka-runtime</artifactId>
diff --git a/langstream-kafka/pom.xml b/langstream-kafka/pom.xml
index 53ef24bb0..5691abf75 100644
--- a/langstream-kafka/pom.xml
+++ b/langstream-kafka/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-ai</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-kafka</artifactId>
diff --git a/langstream-pravega-runtime/pom.xml b/langstream-pravega-runtime/pom.xml
index 4cb768b34..4c732c0e0 100644
--- a/langstream-pravega-runtime/pom.xml
+++ b/langstream-pravega-runtime/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-ai</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-pravega-runtime</artifactId>
diff --git a/langstream-pravega/pom.xml b/langstream-pravega/pom.xml
index a75024130..d62115ac4 100644
--- a/langstream-pravega/pom.xml
+++ b/langstream-pravega/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-ai</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-pravega</artifactId>
diff --git a/langstream-pulsar-runtime/pom.xml b/langstream-pulsar-runtime/pom.xml
index 010b4d56e..756013691 100644
--- a/langstream-pulsar-runtime/pom.xml
+++ b/langstream-pulsar-runtime/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-ai</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-pulsar-runtime</artifactId>
diff --git a/langstream-pulsar/pom.xml b/langstream-pulsar/pom.xml
index 28899b738..d703a3d89 100644
--- a/langstream-pulsar/pom.xml
+++ b/langstream-pulsar/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-ai</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-pulsar</artifactId>
diff --git a/langstream-runtime/langstream-runtime-api/pom.xml b/langstream-runtime/langstream-runtime-api/pom.xml
index 095415efe..f34b1659b 100644
--- a/langstream-runtime/langstream-runtime-api/pom.xml
+++ b/langstream-runtime/langstream-runtime-api/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-runtime</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-runtime/langstream-runtime-base-docker-image/pom.xml b/langstream-runtime/langstream-runtime-base-docker-image/pom.xml
index 5c7eeeda1..bbbd1dd94 100644
--- a/langstream-runtime/langstream-runtime-base-docker-image/pom.xml
+++ b/langstream-runtime/langstream-runtime-base-docker-image/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-runtime</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-runtime/langstream-runtime-extra-tests/pom.xml b/langstream-runtime/langstream-runtime-extra-tests/pom.xml
index 5a3c01dcf..fc5efb0f5 100644
--- a/langstream-runtime/langstream-runtime-extra-tests/pom.xml
+++ b/langstream-runtime/langstream-runtime-extra-tests/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-runtime</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-runtime/langstream-runtime-impl/pom.xml b/langstream-runtime/langstream-runtime-impl/pom.xml
index 5c1bd421d..540be0adf 100644
--- a/langstream-runtime/langstream-runtime-impl/pom.xml
+++ b/langstream-runtime/langstream-runtime-impl/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-runtime</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-runtime/langstream-runtime-tester/pom.xml b/langstream-runtime/langstream-runtime-tester/pom.xml
index 8b46f3917..209e17eb5 100644
--- a/langstream-runtime/langstream-runtime-tester/pom.xml
+++ b/langstream-runtime/langstream-runtime-tester/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-runtime</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/langstream-runtime/pom.xml b/langstream-runtime/pom.xml
index adb0f977b..a9f407dc2 100644
--- a/langstream-runtime/pom.xml
+++ b/langstream-runtime/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>ai.langstream</groupId>
     <artifactId>langstream-ai</artifactId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
   <artifactId>langstream-runtime</artifactId>
diff --git a/langstream-webservice/pom.xml b/langstream-webservice/pom.xml
index fdb4283dc..f97b2440d 100644
--- a/langstream-webservice/pom.xml
+++ b/langstream-webservice/pom.xml
@@ -21,11 +21,11 @@
 	<parent>
 		<groupId>ai.langstream</groupId>
 		<artifactId>langstream-ai</artifactId>
-		<version>0.12.1-SNAPSHOT</version>
+		<version>0.12.1</version>
 	</parent>
 	<groupId>ai.langstream</groupId>
 	<artifactId>langstream-webservice</artifactId>
-	<version>0.12.1-SNAPSHOT</version>
+	<version>0.12.1</version>
 	<name>LangStream - WebService</name>
 	<description>LangStream Control Plane Web Service</description>
 	<properties>
diff --git a/nifi-maven-plugin/pom.xml b/nifi-maven-plugin/pom.xml
index a1c7d8b35..c33cb8ad3 100644
--- a/nifi-maven-plugin/pom.xml
+++ b/nifi-maven-plugin/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <artifactId>langstream-ai</artifactId>
     <groupId>ai.langstream</groupId>
-    <version>0.12.1-SNAPSHOT</version>
+    <version>0.12.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/pom.xml b/pom.xml
index 9ea330fcd..ff529e9c4 100644
--- a/pom.xml
+++ b/pom.xml
@@ -21,7 +21,7 @@
 
   <groupId>ai.langstream</groupId>
   <artifactId>langstream-ai</artifactId>
-  <version>0.12.1-SNAPSHOT</version>
+  <version>0.12.1</version>
   <name>LangStream</name>
   <description>LangStream is a library to build GenAI applications based on Streaming</description>
   <packaging>pom</packaging>
@@ -94,7 +94,7 @@
     <connection>scm:git:git@github.com:vectorize-io/langstream.git</connection>
     <developerConnection>scm:git:git@github.com:vectorize-io/langstream.git</developerConnection>
     <url>https://github.com/vectorize-io/langstream</url>
-    <tag>HEAD</tag>
+    <tag>vectorize-0.12.1</tag>
   </scm>
 
   <dependencyManagement>