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# Hello World Example: Basic Pipeline

## Overview

This example demonstrates the basic concepts of Dynamo by creating a simple multi-service pipeline. It shows how to:

1. Create and connect multiple Dynamo services
2. Pass data between services using Dynamo's runtime
3. Set up a simple HTTP API endpoint
4. Deploy and interact with a Dynamo service graph

Graph Architecture:

```
Users/Clients (HTTP)
      │
      ▼
┌─────────────┐
│  Frontend   │  HTTP API endpoint (/generate)
└─────────────┘
      │ dynamo/runtime
      ▼
┌─────────────┐
│   Middle    │
└─────────────┘
      │ dynamo/runtime
      ▼
┌─────────────┐
│  Backend    │
└─────────────┘
```

## Component Descriptions

### Frontend Service
- Serves as the entry point for external HTTP requests
- Exposes a `/generate` HTTP API endpoint that clients can call
- Processes incoming text and passes it to the Middle service

### Middle Service
- Acts as an intermediary service in the pipeline
- Receives requests from the Frontend
- Appends "-mid" to the text and forwards it to the Backend

### Backend Service
- Functions as the final service in the pipeline
- Processes requests from the Middle service
- Appends "-back" to the text and yields tokens

## Running the Example Locally

Make sure you are running etcd and nats
```bash
sudo systemctl start etcd
sudo systemctl start nats-server
```

1. Launch all three services using a single command:

```bash
cd /workspace/examples/hello_world
dynamo serve hello_world:Frontend
```

The `dynamo serve` command deploys the entire service graph, automatically handling the dependencies between Frontend, Middle, and Backend services.

2. Send request to frontend using curl:

```bash
curl -X 'POST' \
  'http://localhost:8000/generate' \
  -H 'accept: text/event-stream' \
  -H 'Content-Type: application/json' \
  -d '{
  "text": "test"
}'
```

# Deploy to Kubernetes

You should first deploy the Dynamo Cloud Platform.
If you are a **👤 Dynamo User** first follow the [Quickstart Guide](../guides/dynamo_deploy/quickstart.md).
If you are a **🧑‍💻 Dynamo Contributor** and you have changed the platform code you would have to rebuild the dynamo platform. To do so please look at the [Cloud Guide](../guides/dynamo_deploy/dynamo_cloud.md).

## Deploy your service using a DynamoGraphDeployment CR.

```bash
kubectl apply -f examples/hello_world/deploy/hello_world.yaml -n ${NAMESPACE}
```

## Testing the Deployment

Once the deployment is complete, you can test it using commands below.
Do the port forward in another terminal if needed.

```bash
export DEPLOYMENT_NAME=hello-world
# Forward the pod's port to localhost
kubectl port-forward svc/$DEPLOYMENT_NAME-frontend 8000:8000 -n ${NAMESPACE}
```

```bash
# Test the API endpoint
curl -N -X POST http://localhost:8000/generate \
  -H "accept: text/event-stream" \
  -H "Content-Type: application/json" \
  -d '{"text": "test"}'
```


## Expected Output

When you send the request with "test" as input, the response will show how the text flows through each service:

```
Frontend: Middle: Backend: test-mid-back
```

This demonstrates how:
1. The Frontend receives "test"
2. The Middle service adds "-mid" to create "test-mid"
3. The Backend service adds "-back" to create "test-mid-back"