diff --git a/Dockerfile b/Dockerfile
index 700789a..b4599a6 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,6 +1,6 @@
-FROM quay.io/thoth-station/s2i-elyra-custom-notebook:latest
+FROM quay.io/thoth-station/s2i-elyra-custom-notebook:v0.4.3
 LABEL "name"="aicoe-osc-demo" \
-      "io.openshift.s2i.build.image"="quay.io/thoth-station/s2i-elyra-custom-notebook:latest" \
+      "io.openshift.s2i.build.image"="quay.io/thoth-station/s2i-elyra-custom-notebook:v0.4.3" \
       "io.openshift.s2i.scripts-url"="image:///opt/app-root/builder"
 
 ENV JUPYTER_ENABLE_LAB="1" \
diff --git a/notebooks/demo2/inference.pipeline b/notebooks/demo2/inference.pipeline
index 132edce..1346db9 100644
--- a/notebooks/demo2/inference.pipeline
+++ b/notebooks/demo2/inference.pipeline
@@ -14,7 +14,7 @@
           "op": "execute-notebook-node",
           "app_data": {
             "filename": "pdf_text_extraction.ipynb",
-            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:latest",
+            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:v0.12.0",
             "env_vars": [
               "S3_ENDPOINT=https://s3.us-east-1.amazonaws.com",
               "S3_BUCKET=ocp-odh-os-demo-s3",
@@ -71,7 +71,7 @@
           "op": "execute-notebook-node",
           "app_data": {
             "filename": "infer_relevance.ipynb",
-            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:latest",
+            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:v0.12.0",
             "env_vars": [
               "S3_ENDPOINT=https://s3.us-east-1.amazonaws.com",
               "S3_BUCKET=ocp-odh-os-demo-s3",
@@ -137,7 +137,7 @@
           "op": "execute-notebook-node",
           "app_data": {
             "filename": "infer_kpi.ipynb",
-            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:latest",
+            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:v0.12.0",
             "env_vars": [
               "S3_ENDPOINT=https://s3.us-east-1.amazonaws.com",
               "S3_BUCKET=ocp-odh-os-demo-s3",
@@ -204,7 +204,7 @@
           "op": "execute-notebook-node",
           "app_data": {
             "filename": "create_results_table.ipynb",
-            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:latest",
+            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:v0.12.0",
             "env_vars": [
               "S3_ENDPOINT=https://s3.us-east-1.amazonaws.com",
               "S3_BUCKET=ocp-odh-os-demo-s3",
diff --git a/notebooks/demo2/preprocessing.pipeline b/notebooks/demo2/preprocessing.pipeline
index f7d8cda..f6bfa22 100644
--- a/notebooks/demo2/preprocessing.pipeline
+++ b/notebooks/demo2/preprocessing.pipeline
@@ -14,7 +14,7 @@
           "op": "execute-notebook-node",
           "app_data": {
             "filename": "pdf_table_extraction.ipynb",
-            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:latest",
+            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:v0.12.0",
             "env_vars": [
               "S3_ENDPOINT=https://s3.us-east-1.amazonaws.com",
               "S3_BUCKET=ocp-odh-os-demo-s3",
@@ -72,7 +72,7 @@
           "op": "execute-notebook-node",
           "app_data": {
             "filename": "pdf_table_curation.ipynb",
-            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:latest",
+            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:v0.12.0",
             "env_vars": [
               "S3_ENDPOINT=https://s3.us-east-1.amazonaws.com",
               "S3_BUCKET=ocp-odh-os-demo-s3",
@@ -136,7 +136,7 @@
           "op": "execute-notebook-node",
           "app_data": {
             "filename": "pdf_text_extraction.ipynb",
-            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:latest",
+            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:v0.12.0",
             "env_vars": [
               "S3_ENDPOINT=https://s3.us-east-1.amazonaws.com",
               "S3_BUCKET=ocp-odh-os-demo-s3",
@@ -193,7 +193,7 @@
           "op": "execute-notebook-node",
           "app_data": {
             "filename": "pdf_text_curation.ipynb",
-            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:latest",
+            "runtime_image": "quay.io/os-climate/aicoe-osc-demo:v0.12.0",
             "env_vars": [
               "S3_ENDPOINT=https://s3.us-east-1.amazonaws.com",
               "S3_BUCKET=ocp-odh-os-demo-s3",