diff --git a/examples/duckduckgo-agent.py b/examples/duckduckgo-agent.py
new file mode 100644
index 0000000..456811b
--- /dev/null
+++ b/examples/duckduckgo-agent.py
@@ -0,0 +1,100 @@
+# WARNING: This might not work in the future. Do NOT use this in production.
+
+import asyncio
+import socketio
+from smolagents import ToolCallingAgent, LiteLLMModel, DuckDuckGoSearchTool
+
+
+from env import WEBUI_URL, TOKEN
+from utils import send_message, send_typing
+
+search_tool = DuckDuckGoSearchTool()
+
+MODEL_ID = "gpt-4o"
+
+model = LiteLLMModel(
+    model_id=f"openai/{MODEL_ID}", api_base=f"{WEBUI_URL}/api/", api_key=TOKEN
+)
+agent = ToolCallingAgent(tools=[search_tool], model=model)
+
+# Create an asynchronous Socket.IO client instance
+sio = socketio.AsyncClient(logger=False, engineio_logger=False)
+
+
+# Event handlers
+@sio.event
+async def connect():
+    print("Connected!")
+
+
+@sio.event
+async def disconnect():
+    print("Disconnected from the server!")
+
+
+# Define a function to handle channel events
+def events(user_id):
+    @sio.on("channel-events")
+    async def channel_events(data):
+        if data["user"]["id"] == user_id:
+            # Ignore events from the bot itself
+            return
+
+        if data["data"]["type"] == "message":
+            print(f'{data["user"]["name"]}: {data["data"]["data"]["content"]}')
+
+            # Send typing events every second while processing the input
+            async def simulate_typing(channel_id):
+                try:
+                    while not processing_event.is_set():
+                        await send_typing(sio, channel_id)
+                        await asyncio.sleep(1)
+                except asyncio.CancelledError:
+                    pass
+
+            # Create an asyncio.Event to manage typing simulation
+            processing_event = asyncio.Event()
+            typing_task = asyncio.create_task(simulate_typing(data["channel_id"]))
+
+            try:
+                # Run the blocking agent.run in a non-blocking way using asyncio
+                loop = asyncio.get_running_loop()
+                output = await loop.run_in_executor(
+                    None, agent.run, data["data"]["data"]["content"]
+                )
+            finally:
+                # Signal that typing simulation should stop
+                processing_event.set()
+                # Wait for the typing task to finish
+                await typing_task
+
+            # Send the generated output as a message
+            await send_message(data["channel_id"], f"{output}")
+
+
+# Define an async function for the main workflow
+async def main():
+    try:
+        print(f"Connecting to {WEBUI_URL}...")
+        await sio.connect(
+            WEBUI_URL, socketio_path="/ws/socket.io", transports=["websocket"]
+        )
+        print("Connection established!")
+    except Exception as e:
+        print(f"Failed to connect: {e}")
+        return
+
+    # Callback function for user-join
+    async def join_callback(data):
+        events(data["id"])  # Attach the event handlers dynamically
+
+    # Authenticate with the server
+    await sio.emit("user-join", {"auth": {"token": TOKEN}}, callback=join_callback)
+
+    # Wait indefinitely to keep the connection open
+    await sio.wait()
+
+
+# Actually run the async `main` function using `asyncio`
+if __name__ == "__main__":
+    asyncio.run(main())