added interactive conversation within notebook (#241)

Co-authored-by: Kristopher Overholt <[email protected]>

Author: ZackAkil

examples/python/notebooks/adk_tutorial.ipynb

@@ -400,7 +400,7 @@
         "\n",
         "**5\\. Run the Conversation**\n",
         "\n",
-        "Finally, let's test our setup by sending a few queries to the agent. We wrap our `async` calls in a main `async` function and run it using `await`.\n",
+        "Let's test our setup by sending a few queries to the agent. We wrap our `async` calls in a main `async` function and run it using `await`.\n",
         "\n",
         "Watch the output:\n",
         "\n",
@@ -440,6 +440,37 @@
         "await run_conversation()"
       ]
     },
+    {
+      "cell_type": "markdown",
+      "metadata": {},
+      "source": [
+        "---\n",
+        "**6\\. Interactive Conversation**\n",
+        "\n",
+        "Now, let's make this interactive so you can ask your own questions! Run the cell below. It will prompt you to enter your queries directly."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "async def run_interactive_conversation():\n",
+        "    while True:\n",
+        "        user_query = input(\"Ask me something (or type 'exit' to quit): \")\n",
+        "        if user_query.lower() == 'exit':\n",
+        "            break\n",
+        "        response = await call_agent_async(user_query,\n",
+        "                                            runner=runner,\n",
+        "                                            user_id=USER_ID,\n",
+        "                                            session_id=SESSION_ID)\n",
+        "        print(f\"Response: {response}\")\n",
+        "\n",
+        "# Execute the interactive conversation\n",
+        "await run_interactive_conversation()"
+      ]
+    },
     {
       "cell_type": "markdown",
       "metadata": {