feat: support kubernetes environment

Makefile

@@ -14,6 +14,7 @@ _run:
 		-f tools/make/milvus.mk \
 		-f tools/make/models.mk \
 		-f tools/make/pre-commit.mk \
+		-f tools/make/kube.mk \
 		$(MAKECMDGOALS)
 
 .PHONY: _run

config/envoy-docker.yaml

@@ -31,7 +31,7 @@ static_resources:
                   upstream_local_address: "%UPSTREAM_LOCAL_ADDRESS%"
                   request_id: "%REQ(X-REQUEST-ID)%"
                   selected_model: "%REQ(X-SELECTED-MODEL)%"
-                  selected_endpoint: "%REQ(X-SEMANTIC-DESTINATION-ENDPOINT)%"
+                  selected_endpoint: "%REQ(X-GATEWAY-DESTINATION-ENDPOINT)%"
           route_config:
             name: local_route
             virtual_hosts:
@@ -106,7 +106,7 @@ static_resources:
     lb_policy: CLUSTER_PROVIDED
     original_dst_lb_config:
       use_http_header: true
-      http_header_name: "x-semantic-destination-endpoint"
+      http_header_name: "x-gateway-destination-endpoint"
     typed_extension_protocol_options:
       envoy.extensions.upstreams.http.v3.HttpProtocolOptions:
         "@type": type.googleapis.com/envoy.extensions.upstreams.http.v3.HttpProtocolOptions

config/envoy.yaml

@@ -31,7 +31,7 @@ static_resources:
                   upstream_local_address: "%UPSTREAM_LOCAL_ADDRESS%"
                   request_id: "%REQ(X-REQUEST-ID)%"
                   selected_model: "%REQ(X-SELECTED-MODEL)%"
-                  selected_endpoint: "%REQ(X-SEMANTIC-DESTINATION-ENDPOINT)%"
+                  selected_endpoint: "%REQ(X-GATEWAY-DESTINATION-ENDPOINT)%"
           route_config:
             name: local_route
             virtual_hosts:
@@ -106,7 +106,7 @@ static_resources:
     lb_policy: CLUSTER_PROVIDED
     original_dst_lb_config:
       use_http_header: true
-      http_header_name: "x-semantic-destination-endpoint"
+      http_header_name: "x-gateway-destination-endpoint"
     typed_extension_protocol_options:
       envoy.extensions.upstreams.http.v3.HttpProtocolOptions:
         "@type": type.googleapis.com/envoy.extensions.upstreams.http.v3.HttpProtocolOptions

deploy/kubernetes/README.md

@@ -7,20 +7,23 @@ This directory contains Kubernetes manifests for deploying the Semantic Router u
 The deployment consists of:
 
 - **ConfigMap**: Contains `config.yaml` and `tools_db.json` configuration files
-- **PersistentVolumeClaim**: 10Gi storage for model files  
-- **Deployment**: 
+- **PersistentVolumeClaim**: 10Gi storage for model files
+- **Deployment**:
   - **Init Container**: Downloads/copies model files to persistent volume
   - **Main Container**: Runs the semantic router service
-- **Services**: 
-  - Main service exposing gRPC port (50051) and metrics port (9190)
+- **Services**:
+  - Main service exposing gRPC port (50051), Classification API (8080), and metrics port (9190)
   - Separate metrics service for monitoring
 
 ## Ports
 
 - **50051**: gRPC API (vLLM Semantic Router ExtProc)
+- **8080**: Classification API (HTTP REST API)
 - **9190**: Prometheus metrics
 
-## Deployment
+## Quick Start
+
+### Standard Kubernetes Deployment
 
 ```bash
 kubectl apply -k deploy/kubernetes/
@@ -32,3 +35,288 @@ kubectl get services -l app=semantic-router -n semantic-router
 # View logs
 kubectl logs -l app=semantic-router -n semantic-router -f
 ```
+
+### Kind (Kubernetes in Docker) Deployment
+
+For local development and testing, you can deploy to a kind cluster with optimized resource settings.
+
+#### Prerequisites
+
+- [Docker](https://docs.docker.com/get-docker/) installed and running
+- [kind](https://kind.sigs.k8s.io/docs/user/quick-start/#installation) installed
+- [kubectl](https://kubernetes.io/docs/tasks/tools/) installed
+
+#### Automated Deployment
+
+Use the provided make targets for a complete automated setup:
+
+```bash
+# Complete setup: create cluster and deploy
+make setup
+
+# Or step by step:
+make create-cluster
+make deploy
+```
+
+The setup process will:
+
+1. Create a kind cluster with optimized configuration
+2. Deploy the semantic router with appropriate resource limits
+3. Wait for the deployment to be ready
+4. Show deployment status and access instructions
+
+#### Manual Kind Deployment
+
+If you prefer manual deployment:
+
+**Step 1: Create kind cluster with custom configuration**
+
+```bash
+# Create cluster with optimized resource settings
+kind create cluster --name semantic-router-cluster --config tools/kind/kind-config.yaml
+
+# Verify cluster is ready
+kubectl wait --for=condition=Ready nodes --all --timeout=300s
+```
+
+**Step 2: Deploy the application**
+
+```bash
+kubectl apply -k deploy/kubernetes/
+
+# Wait for deployment to be ready
+kubectl wait --for=condition=Available deployment/semantic-router -n semantic-router --timeout=600s
+```
+
+**Step 3: Check deployment status**
+
+```bash
+# Check pods
+kubectl get pods -n semantic-router -o wide
+
+# Check services
+kubectl get services -n semantic-router
+
+# View logs
+kubectl logs -l app=semantic-router -n semantic-router -f
+```
+
+#### Resource Requirements for Kind
+
+The deployment is optimized for kind clusters with the following resource allocation:
+
+- **Init Container**: 512Mi memory, 250m CPU (limits: 1Gi memory, 500m CPU)
+- **Main Container**: 3Gi memory, 1 CPU (limits: 6Gi memory, 2 CPU)
+- **Total Cluster**: Recommended minimum 8GB RAM, 4 CPU cores
+
+#### Kind Cluster Configuration
+
+The `tools/kind/kind-config.yaml` provides:
+
+- Control plane node with system resource reservations
+- Worker node for application workloads
+- Optimized kubelet settings for resource management
+
+#### Accessing Services in Kind
+
+Using make commands (recommended):
+
+```bash
+# Access Classification API (HTTP REST)
+make port-forward-api
+
+# Access gRPC API
+make port-forward-grpc
+
+# Access metrics
+make port-forward-metrics
+```
+
+Or using kubectl directly:
+
+```bash
+# Access Classification API (HTTP REST)
+kubectl port-forward -n semantic-router svc/semantic-router 8080:8080
+
+# Access gRPC API
+kubectl port-forward -n semantic-router svc/semantic-router 50051:50051
+
+# Access metrics
+kubectl port-forward -n semantic-router svc/semantic-router-metrics 9190:9190
+```
+
+#### Testing the Deployment
+
+Use the provided make targets:
+
+```bash
+# Test overall deployment
+make test-deployment
+
+# Test Classification API specifically
+make test-api
+
+# Check deployment status
+make status
+
+# View logs
+make logs
+```
+
+The make targets provide comprehensive testing including:
+
+- Pod readiness checks
+- Service availability verification
+- PVC status validation
+- API health checks
+- Basic functionality testing
+
+#### Cleanup
+
+Using make commands (recommended):
+
+```bash
+# Complete cleanup: undeploy and delete cluster
+make cleanup
+
+# Or step by step:
+make undeploy
+make delete-cluster
+```
+
+Or using kubectl/kind directly:
+
+```bash
+# Remove deployment
+kubectl delete -k deploy/kubernetes/
+
+# Delete the kind cluster
+kind delete cluster --name semantic-router-cluster
+```
+
+## Make Commands Reference
+
+The project provides comprehensive make targets for managing kind clusters and deployments:
+
+### Cluster Management
+
+```bash
+make create-cluster     # Create kind cluster with optimized configuration
+make delete-cluster     # Delete kind cluster
+make cluster-info       # Show cluster information and resource usage
+```
+
+### Deployment Management
+
+```bash
+make deploy             # Deploy semantic-router to the cluster
+make undeploy           # Remove semantic-router from the cluster
+make load-image         # Load Docker image into kind cluster
+make status             # Show deployment status
+```
+
+### Testing and Monitoring
+
+```bash
+make test-deployment    # Test the deployment
+make test-api           # Test the Classification API
+make logs               # Show application logs
+```
+
+### Port Forwarding
+
+```bash
+make port-forward-api      # Port forward Classification API (8080)
+make port-forward-grpc     # Port forward gRPC API (50051)
+make port-forward-metrics  # Port forward metrics (9190)
+```
+
+### Combined Operations
+
+```bash
+make setup              # Complete setup (create-cluster + deploy)
+make cleanup            # Complete cleanup (undeploy + delete-cluster)
+```
+
+### Configuration Variables
+
+You can customize the deployment using environment variables:
+
+```bash
+# Custom cluster name
+KIND_CLUSTER_NAME=my-cluster make create-cluster
+
+# Custom kind config file
+KIND_CONFIG_FILE=my-config.yaml make create-cluster
+
+# Custom namespace
+KUBE_NAMESPACE=my-namespace make deploy
+
+# Custom Docker image
+DOCKER_IMAGE=my-registry/semantic-router:latest make load-image
+```
+
+### Help
+
+```bash
+make help-kube          # Show all available Kubernetes targets
+```
+
+## Troubleshooting
+
+### Common Issues
+
+**Pod stuck in Pending state:**
+
+```bash
+# Check node resources
+kubectl describe nodes
+
+# Check pod events
+kubectl describe pod -n semantic-router -l app=semantic-router
+```
+
+**Init container fails:**
+
+```bash
+# Check init container logs
+kubectl logs -n semantic-router -l app=semantic-router -c model-downloader
+```
+
+**Out of memory errors:**
+
+```bash
+# Check resource usage
+kubectl top pods -n semantic-router
+
+# Adjust resource limits in deployment.yaml if needed
+```
+
+### Resource Optimization
+
+For different environments, you can adjust resource requirements:
+
+- **Development**: 2Gi memory, 0.5 CPU
+- **Testing**: 4Gi memory, 1 CPU
+- **Production**: 8Gi+ memory, 2+ CPU
+
+Edit the `resources` section in `deployment.yaml` accordingly.
+
+## Files Overview
+
+### Kubernetes Manifests (`deploy/kubernetes/`)
+
+- `deployment.yaml` - Main application deployment with optimized resource settings
+- `service.yaml` - Services for gRPC, HTTP API, and metrics
+- `pvc.yaml` - Persistent volume claim for model storage
+- `namespace.yaml` - Dedicated namespace for the application
+- `config.yaml` - Application configuration
+- `tools_db.json` - Tools database for semantic routing
+- `kustomization.yaml` - Kustomize configuration for easy deployment
+
+### Development Tools
+
+- `tools/kind/kind-config.yaml` - Kind cluster configuration for local development
+- `tools/make/kube.mk` - Make targets for Kubernetes operations
+- `Makefile` - Root makefile including all make targets