diff --git a/deploy/openshift/openwebui/README.md b/deploy/openshift/openwebui/README.md
new file mode 100644
index 00000000..49d3ad9b
--- /dev/null
+++ b/deploy/openshift/openwebui/README.md
@@ -0,0 +1,97 @@
+# OpenWebUI OpenShift Integration
+
+This directory contains the OpenShift deployment manifests for OpenWebUI, integrated with the existing semantic-router deployment.
+
+## Architecture
+
+- **Namespace**: `vllm-semantic-router-system` (same as semantic-router)
+- **Backend Integration**: Connects to Envoy proxy endpoint with load balancing
+- **External Access**: Available via OpenShift Route with HTTPS
+- **Storage**: Persistent volume for user data and configurations
+
+## Quick Deployment
+
+### Using Scripts (Recommended)
+
+```bash
+# Deploy OpenWebUI with full validation and setup
+./deploy-openwebui-on-openshift.sh
+
+# Uninstall OpenWebUI (preserves data by default)
+./uninstall-openwebui.sh
+```
+
+### Using Kubernetes Manifests
+
+```bash
+# Deploy OpenWebUI manifests individually
+oc apply -f pvc.yaml
+oc apply -f deployment.yaml
+oc apply -f service.yaml
+oc apply -f route.yaml
+
+# Check deployment status
+oc get pods -n vllm-semantic-router-system -l app=openwebui
+
+# Get the external URL
+oc get route openwebui -n vllm-semantic-router-system -o jsonpath='{.spec.host}'
+```
+
+## Configuration
+
+OpenWebUI is configured to connect to the Envoy proxy automatically:
+
+- **Backend URL**: `http://semantic-router.vllm-semantic-router-system.svc.cluster.local:8801/v1`
+- **Available Models**: `auto` (load balancer), `Model-A`, `Model-B`
+- **Port**: Service exposed on port 3000, mapped to container port 8080
+- **Storage**: 2Gi persistent volume for user data
+
+### OpenWebUI Settings
+
+When configuring OpenWebUI in the interface:
+
+- **API Base URL**: `http://semantic-router.vllm-semantic-router-system.svc.cluster.local:8801/v1`
+- **API Key**: `not-needed-for-local-models` (or leave empty)
+- **Models**: Will auto-discover `auto`, `Model-A`, and `Model-B`
+
+## Files
+
+- `deploy-openwebui-on-openshift.sh` - Complete deployment script with validation
+- `uninstall-openwebui.sh` - Safe uninstall script with data preservation options
+- `deployment.yaml` - OpenWebUI deployment with OpenShift security contexts
+- `service.yaml` - ClusterIP service exposing port 3000
+- `route.yaml` - OpenShift route for external HTTPS access
+- `pvc.yaml` - Persistent volume claim for data storage
+- `kustomization.yaml` - Kustomize configuration for easy deployment
+
+## Usage
+
+1. **Deploy**: Run `./deploy-openwebui-on-openshift.sh`
+2. **Access**: Open the provided HTTPS URL in your browser
+3. **Configure**: Models are pre-configured and auto-discovered
+4. **Chat**: Start conversations with Model-A, Model-B, or auto (load balanced)
+
+## Cleanup
+
+```bash
+# Safe uninstall with data preservation option
+./uninstall-openwebui.sh
+
+# Or remove all resources immediately
+oc delete -f route.yaml -f service.yaml -f deployment.yaml -f pvc.yaml
+```
+
+## Features
+
+- **Zero-config Setup**: Automatically connects to semantic-router
+- **Load Balancing**: Access both models through Envoy proxy
+- **Persistent Data**: User conversations and settings preserved
+- **OpenShift Security**: Runs with restricted security contexts
+- **HTTPS Access**: Secure external access via OpenShift routes
+- **Health Monitoring**: Built-in health checks and monitoring
+
+## Troubleshooting
+
+- **503 Errors**: Check if service endpoints are available with `oc get endpoints openwebui`
+- **Connection Issues**: Verify semantic-router is running with `oc get pods -l app=semantic-router`
+- **Model Discovery**: Test backend connectivity with the deployment script validation
diff --git a/deploy/openshift/openwebui/deploy-openwebui-on-openshift.sh b/deploy/openshift/openwebui/deploy-openwebui-on-openshift.sh
new file mode 100755
index 00000000..58c37b96
--- /dev/null
+++ b/deploy/openshift/openwebui/deploy-openwebui-on-openshift.sh
@@ -0,0 +1,129 @@
+#!/bin/bash
+
+# Deploy OpenWebUI on OpenShift
+# This script deploys OpenWebUI to work with the existing semantic-router deployment
+
+set -e
+
+# Colors for output
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+BLUE='\033[0;34m'
+NC='\033[0m' # No Color
+
+# Script directory
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+
+echo -e "${BLUE}🚀 OpenWebUI OpenShift Deployment Script${NC}"
+echo "================================================"
+
+# Check if oc is installed and logged in
+if ! command -v oc &> /dev/null; then
+    echo -e "${RED}❌ Error: 'oc' command not found. Please install OpenShift CLI.${NC}"
+    exit 1
+fi
+
+if ! oc whoami &> /dev/null; then
+    echo -e "${RED}❌ Error: Not logged into OpenShift. Please run 'oc login'.${NC}"
+    exit 1
+fi
+
+# Get current user and project
+CURRENT_USER=$(oc whoami)
+echo -e "${GREEN}✅ Logged in as: ${CURRENT_USER}${NC}"
+
+# Check if we're in the right namespace or if it exists
+NAMESPACE="vllm-semantic-router-system"
+if ! oc get namespace "$NAMESPACE" &> /dev/null; then
+    echo -e "${RED}❌ Error: Namespace '$NAMESPACE' not found.${NC}"
+    echo "Please ensure the semantic-router is deployed first."
+    exit 1
+fi
+
+# Switch to the namespace
+echo -e "${YELLOW}📁 Switching to namespace: ${NAMESPACE}${NC}"
+oc project "$NAMESPACE"
+
+# Check if semantic-router is running
+echo -e "${YELLOW}🔍 Checking semantic-router deployment...${NC}"
+if ! oc get deployment semantic-router &> /dev/null; then
+    echo -e "${RED}❌ Error: semantic-router deployment not found.${NC}"
+    echo "Please deploy semantic-router first."
+    exit 1
+fi
+
+if ! oc get deployment semantic-router -o jsonpath='{.status.readyReplicas}' | grep -q "1"; then
+    echo -e "${YELLOW}⚠️  Warning: semantic-router deployment may not be ready.${NC}"
+    echo "Continuing with OpenWebUI deployment..."
+fi
+
+echo -e "${GREEN}✅ semantic-router found and ready${NC}"
+
+# Deploy OpenWebUI components
+echo -e "${YELLOW}🔧 Deploying OpenWebUI components...${NC}"
+
+echo "  📦 Creating Persistent Volume Claim..."
+oc apply -f "$SCRIPT_DIR/pvc.yaml"
+
+echo "  🚀 Creating Deployment..."
+oc apply -f "$SCRIPT_DIR/deployment.yaml"
+
+echo "  🌐 Creating Service..."
+oc apply -f "$SCRIPT_DIR/service.yaml"
+
+echo "  🔗 Creating Route..."
+oc apply -f "$SCRIPT_DIR/route.yaml"
+
+# Wait for deployment to be ready
+echo -e "${YELLOW}⏳ Waiting for OpenWebUI deployment to be ready...${NC}"
+oc rollout status deployment/openwebui --timeout=300s
+
+# Get the route URL
+ROUTE_URL=$(oc get route openwebui -o jsonpath='{.spec.host}')
+if [ -z "$ROUTE_URL" ]; then
+    echo -e "${RED}❌ Error: Could not get route URL${NC}"
+    exit 1
+fi
+
+# Check if OpenWebUI is responding
+echo -e "${YELLOW}🔍 Testing OpenWebUI endpoint...${NC}"
+if curl -k -s -o /dev/null -w "%{http_code}" "https://$ROUTE_URL" | grep -q "200"; then
+    echo -e "${GREEN}✅ OpenWebUI is responding${NC}"
+else
+    echo -e "${YELLOW}⚠️  OpenWebUI may still be starting up...${NC}"
+fi
+
+# Test backend connectivity
+echo -e "${YELLOW}🔍 Testing backend connectivity...${NC}"
+if oc exec deployment/openwebui -- curl -s -o /dev/null -w "%{http_code}" \
+   "http://semantic-router.vllm-semantic-router-system.svc.cluster.local:8801/v1/models" | grep -q "200"; then
+    echo -e "${GREEN}✅ Backend connectivity working${NC}"
+else
+    echo -e "${YELLOW}⚠️  Backend connectivity may need time to establish...${NC}"
+fi
+
+# Display deployment information
+echo ""
+echo -e "${GREEN}🎉 OpenWebUI deployment completed successfully!${NC}"
+echo "================================================"
+echo -e "${BLUE}📊 Deployment Summary:${NC}"
+echo "  🌐 URL: https://$ROUTE_URL"
+echo "  🎯 Backend: http://semantic-router.vllm-semantic-router-system.svc.cluster.local:8801/v1"
+echo "  📂 Namespace: $NAMESPACE"
+echo ""
+echo -e "${BLUE}🔧 Available Models:${NC}"
+echo "  • auto (load balancer)"
+echo "  • Model-A (Qwen/Qwen3-0.6B)"
+echo "  • Model-B (Qwen/Qwen3-0.6B)"
+echo ""
+echo -e "${BLUE}📝 Configuration for OpenWebUI:${NC}"
+echo "  • API Base URL: http://semantic-router.vllm-semantic-router-system.svc.cluster.local:8801/v1"
+echo "  • API Key: not-needed-for-local-models (or leave empty)"
+echo ""
+echo -e "${YELLOW}💡 Next Steps:${NC}"
+echo "  1. Open https://$ROUTE_URL in your browser"
+echo "  2. Complete initial setup in OpenWebUI"
+echo "  3. The models should be automatically available"
+echo ""
+echo -e "${GREEN}✨ Happy chatting with your models!${NC}"
\ No newline at end of file
diff --git a/deploy/openshift/openwebui/deployment.yaml b/deploy/openshift/openwebui/deployment.yaml
new file mode 100644
index 00000000..56b413e8
--- /dev/null
+++ b/deploy/openshift/openwebui/deployment.yaml
@@ -0,0 +1,85 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: openwebui
+  namespace: vllm-semantic-router-system
+  labels:
+    app: openwebui
+    component: frontend
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: openwebui
+  template:
+    metadata:
+      labels:
+        app: openwebui
+        component: frontend
+    spec:
+      containers:
+      - name: openwebui
+        image: ghcr.io/open-webui/open-webui:main
+        ports:
+        - containerPort: 8080
+          name: http
+          protocol: TCP
+        env:
+        # OpenWebUI Configuration - Connect to Envoy proxy
+        - name: OPENAI_API_BASE_URL
+          value: "http://semantic-router.vllm-semantic-router-system.svc.cluster.local:8801/v1"
+        - name: OPENAI_API_KEY
+          value: "not-needed-for-local-models"
+        - name: WEBUI_SECRET_KEY
+          value: "your-secret-key-change-in-production"
+        - name: DATA_DIR
+          value: "/app/backend/data"
+        # Enable multiple OpenAI-compatible endpoints
+        - name: ENABLE_OPENAI_API
+          value: "true"
+        # OpenShift compatible paths
+        - name: HOME
+          value: "/tmp/home"
+        - name: TMPDIR
+          value: "/tmp"
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+            - ALL
+          seccompProfile:
+            type: RuntimeDefault
+        volumeMounts:
+        - name: openwebui-data
+          mountPath: /app/backend/data
+        - name: tmp-volume
+          mountPath: /tmp
+        livenessProbe:
+          httpGet:
+            path: /health
+            port: 8080
+          initialDelaySeconds: 30
+          periodSeconds: 30
+          timeoutSeconds: 10
+          failureThreshold: 3
+        readinessProbe:
+          httpGet:
+            path: /health
+            port: 8080
+          initialDelaySeconds: 15
+          periodSeconds: 15
+          timeoutSeconds: 5
+          failureThreshold: 3
+        resources:
+          requests:
+            memory: "512Mi"
+            cpu: "250m"
+          limits:
+            memory: "1Gi"
+            cpu: "500m"
+      volumes:
+      - name: openwebui-data
+        persistentVolumeClaim:
+          claimName: openwebui-data
+      - name: tmp-volume
+        emptyDir: {}
\ No newline at end of file
diff --git a/deploy/openshift/openwebui/kustomization.yaml b/deploy/openshift/openwebui/kustomization.yaml
new file mode 100644
index 00000000..29a15993
--- /dev/null
+++ b/deploy/openshift/openwebui/kustomization.yaml
@@ -0,0 +1,22 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+
+metadata:
+  name: openwebui
+  namespace: vllm-semantic-router-system
+
+# Resources that make up the OpenWebUI deployment
+resources:
+  - pvc.yaml
+  - deployment.yaml
+  - service.yaml
+  - route.yaml
+
+# Common labels applied to all resources
+commonLabels:
+  app.kubernetes.io/name: openwebui
+  app.kubernetes.io/component: frontend
+  app.kubernetes.io/part-of: semantic-router
+
+# Namespace for all resources
+namespace: vllm-semantic-router-system
\ No newline at end of file
diff --git a/deploy/openshift/openwebui/pvc.yaml b/deploy/openshift/openwebui/pvc.yaml
new file mode 100644
index 00000000..5b76d798
--- /dev/null
+++ b/deploy/openshift/openwebui/pvc.yaml
@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  name: openwebui-data
+  namespace: vllm-semantic-router-system
+  labels:
+    app: openwebui
+    component: frontend
+spec:
+  accessModes:
+  - ReadWriteOnce
+  resources:
+    requests:
+      storage: 2Gi
+  # Use default storage class for OpenShift
+  # storageClassName: ""
\ No newline at end of file
diff --git a/deploy/openshift/openwebui/route.yaml b/deploy/openshift/openwebui/route.yaml
new file mode 100644
index 00000000..c31d6fee
--- /dev/null
+++ b/deploy/openshift/openwebui/route.yaml
@@ -0,0 +1,22 @@
+apiVersion: route.openshift.io/v1
+kind: Route
+metadata:
+  name: openwebui
+  namespace: vllm-semantic-router-system
+  labels:
+    app: openwebui
+    component: frontend
+  annotations:
+    haproxy.router.openshift.io/timeout: "300s"
+spec:
+  host: openwebui-vllm-semantic-router-system.apps.cluster-pbd96.pbd96.sandbox5333.opentlc.com
+  to:
+    kind: Service
+    name: openwebui
+    weight: 100
+  port:
+    targetPort: http
+  tls:
+    termination: edge
+    insecureEdgeTerminationPolicy: Redirect
+  wildcardPolicy: None
\ No newline at end of file
diff --git a/deploy/openshift/openwebui/service.yaml b/deploy/openshift/openwebui/service.yaml
new file mode 100644
index 00000000..e49e891c
--- /dev/null
+++ b/deploy/openshift/openwebui/service.yaml
@@ -0,0 +1,17 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: openwebui
+  namespace: vllm-semantic-router-system
+  labels:
+    app: openwebui
+    component: frontend
+spec:
+  type: ClusterIP
+  ports:
+  - port: 3000
+    targetPort: 8080
+    protocol: TCP
+    name: http
+  selector:
+    app: openwebui
\ No newline at end of file
diff --git a/deploy/openshift/openwebui/uninstall-openwebui.sh b/deploy/openshift/openwebui/uninstall-openwebui.sh
new file mode 100755
index 00000000..50b758ad
--- /dev/null
+++ b/deploy/openshift/openwebui/uninstall-openwebui.sh
@@ -0,0 +1,159 @@
+#!/bin/bash
+
+# Uninstall OpenWebUI from OpenShift
+# This script safely removes OpenWebUI without affecting the semantic-router deployment
+
+set -e
+
+# Colors for output
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+BLUE='\033[0;34m'
+NC='\033[0m' # No Color
+
+# Script directory
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+
+echo -e "${BLUE}🗑️  OpenWebUI OpenShift Uninstall Script${NC}"
+echo "================================================"
+
+# Check if oc is installed and logged in
+if ! command -v oc &> /dev/null; then
+    echo -e "${RED}❌ Error: 'oc' command not found. Please install OpenShift CLI.${NC}"
+    exit 1
+fi
+
+if ! oc whoami &> /dev/null; then
+    echo -e "${RED}❌ Error: Not logged into OpenShift. Please run 'oc login'.${NC}"
+    exit 1
+fi
+
+# Get current user
+CURRENT_USER=$(oc whoami)
+echo -e "${GREEN}✅ Logged in as: ${CURRENT_USER}${NC}"
+
+# Check if namespace exists
+NAMESPACE="vllm-semantic-router-system"
+if ! oc get namespace "$NAMESPACE" &> /dev/null; then
+    echo -e "${YELLOW}⚠️  Namespace '$NAMESPACE' not found. Nothing to uninstall.${NC}"
+    exit 0
+fi
+
+# Switch to the namespace
+echo -e "${YELLOW}📁 Switching to namespace: ${NAMESPACE}${NC}"
+oc project "$NAMESPACE"
+
+# Check if OpenWebUI is deployed
+if ! oc get deployment openwebui &> /dev/null; then
+    echo -e "${YELLOW}⚠️  OpenWebUI deployment not found. Nothing to uninstall.${NC}"
+    exit 0
+fi
+
+# Confirmation prompt
+echo -e "${YELLOW}⚠️  This will remove OpenWebUI and ALL its data from OpenShift.${NC}"
+echo -e "${YELLOW}   This includes persistent data, conversations, and configurations.${NC}"
+echo -e "${YELLOW}   The semantic-router deployment will NOT be affected.${NC}"
+echo ""
+read -p "Are you sure you want to continue? (y/N): " -n 1 -r
+echo
+if [[ ! $REPLY =~ ^[Yy]$ ]]; then
+    echo -e "${BLUE}❌ Uninstall cancelled.${NC}"
+    exit 0
+fi
+
+# Store the user confirmation for later use
+USER_CONFIRMED="yes"
+
+echo ""
+echo -e "${YELLOW}🗑️  Starting OpenWebUI uninstall...${NC}"
+
+# Remove OpenWebUI components in reverse order
+echo "  🔗 Removing Route..."
+if oc get route openwebui &> /dev/null; then
+    oc delete route openwebui
+    echo -e "${GREEN}    ✅ Route removed${NC}"
+else
+    echo -e "${YELLOW}    ⚠️  Route not found${NC}"
+fi
+
+echo "  🌐 Removing Service..."
+if oc get service openwebui &> /dev/null; then
+    oc delete service openwebui
+    echo -e "${GREEN}    ✅ Service removed${NC}"
+else
+    echo -e "${YELLOW}    ⚠️  Service not found${NC}"
+fi
+
+echo "  🚀 Removing Deployment..."
+if oc get deployment openwebui &> /dev/null; then
+    oc delete deployment openwebui
+    echo -e "${GREEN}    ✅ Deployment removed${NC}"
+
+    # Wait for pods to be terminated
+    echo "  ⏳ Waiting for pods to terminate..."
+    oc wait --for=delete pod -l app=openwebui --timeout=60s 2>/dev/null || true
+    echo -e "${GREEN}    ✅ Pods terminated${NC}"
+else
+    echo -e "${YELLOW}    ⚠️  Deployment not found${NC}"
+fi
+
+# Remove PVC automatically since user confirmed complete uninstall
+echo ""
+echo -e "${YELLOW}📦 Removing Persistent Volume Claim and all data...${NC}"
+if oc get pvc openwebui-data &> /dev/null; then
+    echo "  📦 Removing Persistent Volume Claim..."
+    oc delete pvc openwebui-data
+    echo -e "${GREEN}    ✅ PVC and all data removed${NC}"
+else
+    echo -e "${YELLOW}    ⚠️  PVC not found${NC}"
+fi
+
+# Check remaining OpenWebUI resources
+echo ""
+echo -e "${YELLOW}🔍 Checking for remaining OpenWebUI resources...${NC}"
+
+# Check for any resources with openwebui labels
+REMAINING_RESOURCES=$(oc get all,pvc,configmap,secret -l app=openwebui -o name 2>/dev/null || true)
+if [ -n "$REMAINING_RESOURCES" ]; then
+    echo -e "${YELLOW}⚠️  Found remaining resources:${NC}"
+    echo "$REMAINING_RESOURCES"
+    echo ""
+    read -p "Remove these resources too? (y/N): " -n 1 -r
+    echo
+    if [[ $REPLY =~ ^[Yy]$ ]]; then
+        echo "$REMAINING_RESOURCES" | xargs oc delete 2>/dev/null || true
+        echo -e "${GREEN}✅ Additional resources removed${NC}"
+    fi
+else
+    echo -e "${GREEN}✅ No remaining OpenWebUI resources found${NC}"
+fi
+
+# Verify semantic-router is still running
+echo ""
+echo -e "${YELLOW}🔍 Verifying semantic-router is still running...${NC}"
+if oc get deployment semantic-router &> /dev/null; then
+    READY_REPLICAS=$(oc get deployment semantic-router -o jsonpath='{.status.readyReplicas}' 2>/dev/null || echo "0")
+    if [ "$READY_REPLICAS" = "1" ]; then
+        echo -e "${GREEN}✅ semantic-router is still running normally${NC}"
+    else
+        echo -e "${YELLOW}⚠️  semantic-router may need time to stabilize${NC}"
+    fi
+else
+    echo -e "${YELLOW}⚠️  semantic-router deployment not found${NC}"
+fi
+
+# Final summary
+echo ""
+echo -e "${GREEN}🎉 OpenWebUI uninstall completed!${NC}"
+echo "================================================"
+echo -e "${BLUE}📊 Uninstall Summary:${NC}"
+echo "  ✅ OpenWebUI deployment removed"
+echo "  ✅ Service and route removed"
+echo "  ✅ Data PVC and all user data removed"
+echo "  ✅ semantic-router deployment unaffected"
+echo ""
+echo -e "${BLUE}💡 To redeploy OpenWebUI:${NC}"
+echo "  ./deploy-openwebui-on-openshift.sh"
+echo ""
+echo -e "${GREEN}✨ Cleanup completed successfully!${NC}"
\ No newline at end of file