diff --git a/assets/screenshots/what_agents_are_available.png b/assets/screenshots/what_agents_are_available.png
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diff --git a/examples/workflows-creator/.env.example b/examples/workflows-creator/.env.example
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+# Inference Gateway
+OPENAI_API_KEY=
+DEEPSEEK_API_KEY=
+GOOGLE_API_KEY=
+COHERE_API_KEY=
+GROQ_API_KEY=
+MISTRAL_API_KEY=
+ANTHROPIC_API_KEY=
+
+# A2A Client and Server
+A2A_AGENT_CLIENT_PROVIDER=deepseek
+A2A_AGENT_CLIENT_MODEL=deepseek-chat
+
+# N8N
+N8N_API_KEY=
diff --git a/examples/workflows-creator/README.md b/examples/workflows-creator/README.md
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+# Workflows Creator
+
+An advanced example demonstrating how to dynamically create n8n workflows using AI and deploy them to your n8n instance.
+
+## Table of Contents
+
+- [🎯 What You'll Learn](#-what-youll-learn)
+
+
+## 🎯 What You'll Learn
+
+- How to create workflows from a single prompt using the A2A protocol
+- How to sync the generated workflow to your n8n instance
+
+## 🚀 Getting Started
+
+1. First we will create a `.env` file based on the `.env.example` file:
+
+   ```bash
+   cp .env.example .env
+   ```
+
+2. Next, fill in the required environment variables in the `.env` file, including your API keys for the AI providers you intend to use.
+
+3. Start the services using Docker Compose:
+
+   ```bash
+   docker compose up -d
+   ```
+
+4. Visit the local n8n instance and create a dummy account. It's all local so you can enter whatever you like (Not sure why there is no environment variable just to skip this authentication form - seems to be required so just signup with dummy data):
+
+    ```
+    open http://localhost:5678/
+    ```
+
+5. Create an n8n API key from the user settings page and add it to your `.env` file as `N8N_API_KEY`.
+
+6. Now that n8n is properly setup, let's continue with the workflows-creator setup. Let's enter the `a2a-cli` container:
+
+   ```bash
+   docker compose run --rm a2a-cli
+   ```
+
+You should see a chat prompt. Ask it what agents does it have available or just type /a2a to list them:
+
+![What agents are available](../../assets/screenshots/what_agents_are_available.png)
diff --git a/examples/workflows-creator/docker-compose.yaml b/examples/workflows-creator/docker-compose.yaml
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+---
+services:
+  inference-gateway:
+    image: ghcr.io/inference-gateway/inference-gateway:latest
+    container_name: inference-gateway
+    environment:
+      ENVIRONMENT: development
+      SERVER_READ_TIMEOUT: 530s
+      SERVER_WRITE_TIMEOUT: 530s
+      CLIENT_TIMEOUT: 530s
+      CLIENT_IDLE_CONN_TIMEOUT: 30s
+      OPENAI_API_KEY: ${OPENAI_API_KEY}
+      DEEPSEEK_API_KEY: ${DEEPSEEK_API_KEY}
+      GOOGLE_API_KEY: ${GOOGLE_API_KEY}
+      COHERE_API_KEY: ${COHERE_API_KEY}
+      GROQ_API_KEY: ${GROQ_API_KEY}
+      MISTRAL_API_KEY: ${MISTRAL_API_KEY}
+      ANTHROPIC_API_KEY: ${ANTHROPIC_API_KEY}
+    networks:
+      - a2a-network
+
+  n8n-agent:
+    image: ghcr.io/inference-gateway/n8n-agent:latest
+    container_name: n8n-agent
+    environment:
+      A2A_PORT: 8080
+      A2A_DEBUG: true
+      A2A_AGENT_CLIENT_PROVIDER: ${A2A_AGENT_CLIENT_PROVIDER:-deepseek}
+      A2A_AGENT_CLIENT_MODEL: ${A2A_AGENT_CLIENT_MODEL:-deepseek-chat}
+      A2A_AGENT_CLIENT_BASE_URL: http://inference-gateway:8080/v1
+      A2A_AGENT_STREAMING_ENABLED: true
+      A2A_STREAMING_STATUS_UPDATE_INTERVAL: 1s
+      A2A_QUEUE_CLEANUP_INTERVAL: 500s
+    networks:
+      - a2a-network
+
+  a2a-cli:
+    image: ghcr.io/inference-gateway/cli:latest
+    pull_policy: always
+    volumes:
+      - ./workflows:/workflows
+    environment:
+      INFER_GATEWAY_URL: http://inference-gateway:8080
+      INFER_A2A_ENABLED: true
+      INFER_TOOLS_ENABLED: true
+      INFER_TOOLS_QUERY_ENABLED: true
+      INFER_TOOLS_TASK_ENABLED:  true
+      INFER_A2A_AGENTS: 'http://n8n-agent:8080'
+      INFER_A2A_CACHE_ENABLED: false
+      INFER_AGENT_MODEL: ${A2A_AGENT_CLIENT_PROVIDER:-deepseek}/${A2A_AGENT_CLIENT_MODEL:-deepseek-chat}
+      INFER_AGENT_SYSTEM_PROMPT: |
+        You are an n8n expert, you work together with the http://n8n-agent:8080 to provide a full deployable workflow.
+
+        When you're being asked about an n8n workflow you simply delegate the task to the n8n-agent.
+    command:
+      - chat
+    networks:
+      - a2a-network
+    profiles:
+      - manual
+
+  cli:
+    image: ubuntu:24.04
+    volumes:
+      - ./:/home/ubuntu/app
+    working_dir: /home/ubuntu/app
+    environment:
+      PATH: /usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/root/.local/bin
+      N8N_API_KEY: ${N8N_API_KEY}
+      N8N_INSTANCE_URL: ${N8N_INSTANCE_URL:-http://n8n:5678}
+    command:
+      - bash
+      - -c
+      - "apt-get update && apt-get install -y curl && curl -sSLf https://raw.github.com/edenreich/n8n-cli/main/install.sh | sh && bash"
+    profiles:
+      - manual
+
+  n8n:
+    image: n8nio/n8n:latest
+    container_name: contact-form-ai-n8n
+    restart: unless-stopped
+    ports:
+      - "5678:5678"
+    environment:
+      NODE_ENV: development
+      N8N_HOST: localhost
+      N8N_PORT: 5678
+      N8N_PROTOCOL: http
+      N8N_DIAGNOSTICS_ENABLED: false
+      N8N_VERSION_NOTIFICATIONS_ENABLED: false
+      N8N_ENCRYPTION_KEY: your-encryption-key-here
+    volumes:
+      - n8n_data:/home/node/.n8n
+      - ./workflows:/workflows:ro
+    healthcheck:
+      test:
+        - CMD
+        - wget
+        - -q
+        - --spider
+        - http://localhost:5678/healthz
+      interval: 30s
+      timeout: 5s
+      retries: 3
+      start_period: 30s
+
+  mailhog:
+    image: mailhog/mailhog:latest
+    container_name: contact-form-ai-mailhog
+    restart: unless-stopped
+    ports:
+      - "8025:8025"
+      - "1025:1025"
+    environment:
+      MH_HOSTNAME: mailhog
+
+  cli-dev:
+    image: golang:1.25-alpine
+    volumes:
+      - ../..:/go/src/project
+      - ./:/go/src/example
+    working_dir: /go/src/project
+    env_file:
+      - .env
+    command:
+      - sh
+      - -c
+      - "go build -o $(go env GOPATH)/bin/n8n . && cd /go/src/example && sh"
+    profiles:
+      - manual
+
+volumes:
+  n8n_data:
+    driver: local
+
+networks:
+  a2a-network:
+    driver: bridge
diff --git a/examples/workflows-creator/.gitkeep b/examples/workflows-creator/workflows/.gitkeep
similarity index 100%
rename from examples/workflows-creator/.gitkeep
rename to examples/workflows-creator/workflows/.gitkeep