{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "license_header"
      },
      "source": [
        "##### Copyright 2026 Google LLC."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "cellView": "form",
        "id": "license_code"
      },
      "outputs": [],
      "source": [
        "#@title Licensed under the Apache License, Version 2.0 (the \"License\");\n",
        "# you may not use this file except in compliance with the License.\n",
        "# You may obtain a copy of the License at\n",
        "#\n",
        "# https://www.apache.org/licenses/LICENSE-2.0\n",
        "#\n",
        "# Unless required by applicable law or agreed to in writing, software\n",
        "# distributed under the License is distributed on an \"AS IS\" BASIS,\n",
        "# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
        "# See the License for the specific language governing permissions and\n",
        "# limitations under the License."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "title_md"
      },
      "source": [
        "# Gemini Live API: Thinking and background reasoning\n",
        "\n",
        "\u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/google-gemini/cookbook/blob/main/quickstarts/Get_started_Live_Thinking.ipynb\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" height=30/\u003e\u003c/a\u003e"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "intro_md"
      },
      "source": [
        "The Gemini Live API enables real-time, bidirectional audio and video conversations with Gemini models.\n",
        "\n",
        "Standard voice models work well for immediate back-and-forth dialogue. But when a request requires planning, multi-step analysis, or external tools, direct responses hit a limit: the model must either answer without deep reasoning or pause silently while waiting for tools to finish.\n",
        "\n",
        "**Gemini 3.8 Live Extended Thinking** (`gemini-3.8-live-extended-thinking`) adds background reasoning to real-time voice sessions. The model plans and executes asynchronous tools in the background while streaming natural conversational fillers to keep the interaction active and engaging.\n",
        "\n",
        "This architecture introduces two key conversational lifecycle patterns:\n",
        "\n",
        "- **Conversational fillers**: The model speaks intermediate updates (such as *\"Checking flight options now\"*) while executing tools in the background.\n",
        "- **Interaction status tracking**: Because the model can speak multiple times during a single request, the server emits `interaction_status: \"IN_PROGRESS\"` during background processing and `interaction_status: \"IDLE\"` when the overall task completes.\n",
        "\n",
        "In this guide, you will learn how to:\n",
        "1. Configure background reasoning using `thinking_config`.\n",
        "2. Declare asynchronous non-blocking tools (`behavior: \"NON_BLOCKING\"`).\n",
        "3. Track session lifecycles using `interaction_status` instead of relying solely on `turn_complete`.\n",
        "4. Handle intermediate audio fillers and asynchronous tool responses."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "setup_header"
      },
      "source": [
        "## Setup"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "install_header"
      },
      "source": [
        "### Install SDK"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "id": "install_code"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Note: you may need to restart the kernel to use updated packages.\n"
          ]
        }
      ],
      "source": [
        "%pip install -U -q \"google-genai\u003e=2.9.0\""
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "auth_header"
      },
      "source": [
        "### Set up your API key\n",
        "\n",
        "To run the following cell, your API key must be stored in a Colab Secret named `GEMINI_API_KEY`. If you don't already have an API key, or you are not sure how to create a Colab Secret, see the [Authentication](../quickstarts/Authentication.ipynb) quickstart for a walkthrough."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "id": "auth_code"
      },
      "outputs": [],
      "source": [
        "import os\n",
        "from google import genai\n",
        "\n",
        "try:\n",
        "  from google.colab import userdata\n",
        "\n",
        "  GEMINI_API_KEY = userdata.get(\"GEMINI_API_KEY\")\n",
        "except Exception:\n",
        "  GEMINI_API_KEY = os.environ.get(\"GEMINI_API_KEY\")\n",
        "\n",
        "os.environ[\"GEMINI_API_KEY\"] = GEMINI_API_KEY\n",
        "client = genai.Client(api_key=GEMINI_API_KEY)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "model_header"
      },
      "source": [
        "### Select a model\n",
        "\n",
        "Select the Live API model you want to use. `gemini-3.8-live-extended-thinking` is optimized for multi-step reasoning and background tool execution, while `gemini-3.8-live` delivers lowest latency for direct voice interactions."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "id": "model_code"
      },
      "outputs": [],
      "source": [
        "MODEL_ID = \"gemini-3.8-live-extended-thinking\"  # @param [\"gemini-3.8-live\", \"gemini-3.8-live-extended-thinking\", \"gemini-3.1-flash-live-preview\"] {\"allow-input\": true, \"isTemplate\": true}\n",
        "THINKING_LEVEL = \"LOW\"  # @param [\"LOW\", \"HIGH\"] {\"allow-input\": true, \"isTemplate\": true}"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "audio_helper_header"
      },
      "source": [
        "### Audio playback helper\n",
        "\n",
        "The Live API returns raw 24kHz PCM audio frames. Use a standard context manager to write the stream to a `.wav` file for playback."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "id": "audio_helper_code"
      },
      "outputs": [],
      "source": [
        "import contextlib\n",
        "import wave\n",
        "\n",
        "\n",
        "@contextlib.contextmanager\n",
        "def wave_file(filename, channels=1, rate=24000, sample_width=2):\n",
        "  \"\"\"Context manager to write raw PCM audio frames to a WAV file.\"\"\"\n",
        "  with wave.open(filename, \"wb\") as wf:\n",
        "    wf.setnchannels(channels)\n",
        "    wf.setsampwidth(sample_width)\n",
        "    wf.setframerate(rate)\n",
        "    yield wf"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "config_header"
      },
      "source": [
        "## Configure Thinking and non-blocking tools\n",
        "\n",
        "When using `gemini-3.8-live-extended-thinking`, tool declarations must specify `behavior=\"NON_BLOCKING\"`. Synchronous blocking tools will return an error.\n",
        "\n",
        "You can configure reasoning depth using `thinking_config=types.ThinkingConfig(thinking_level=...)`, supporting `\"low\"`, `\"medium\"`, or `\"high\"`."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "id": "config_code"
      },
      "outputs": [],
      "source": [
        "from google.genai import types\n",
        "\n",
        "# Declare an asynchronous non-blocking function\n",
        "search_flights = types.FunctionDeclaration(\n",
        "    name=\"search_flights\",\n",
        "    description=\"Searches for available flights between cities.\",\n",
        "    behavior=\"NON_BLOCKING\",\n",
        "    parameters={\n",
        "        \"type\": \"OBJECT\",\n",
        "        \"properties\": {\n",
        "            \"origin\": {\"type\": \"STRING\"},\n",
        "            \"destination\": {\"type\": \"STRING\"},\n",
        "        },\n",
        "        \"required\": [\"origin\", \"destination\"],\n",
        "    },\n",
        ")\n",
        "\n",
        "# Session configuration with Thinking and non-blocking tools\n",
        "config = types.LiveConnectConfig(\n",
        "    response_modalities=[\"AUDIO\"],\n",
        "    thinking_config=types.ThinkingConfig(thinking_level=THINKING_LEVEL),\n",
        "    tools=[types.Tool(function_declarations=[search_flights])],\n",
        ")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "session_header"
      },
      "source": [
        "## Run a Live session with background reasoning\n",
        "\n",
        "In a Thinking session, the model can emit intermediate conversational fillers (such as *\"Searching flights now\"*) while reasoning and awaiting tool responses.\n",
        "\n",
        "Inspect `message.interaction_status` on incoming server messages:\n",
        "- `\"IN_PROGRESS\"`: The model is actively reasoning, streaming conversational fillers, or awaiting tool responses.\n",
        "- `\"IDLE\"`: The model has completed reasoning, executed all tools, and delivered its final answer. The session is now idle and ready for user input."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {
        "id": "session_code"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\u003e User: Find me a flight from New York to London tomorrow, and tell me the cheapest option.\n\n",
            "[Interaction status]: LISTENING\n",
            "[Interaction status]: THINKING\n",
            "................\n",
            "[Server requested tool]: search_flights with {'destination': 'London', 'origin': 'New York'}\n",
            "\n[Tool execution] Searching flights from New York to London...\n",
            "[Sending tool response to Gemini Live]\n",
            "[Interaction status]: RESPONDING\n",
            "................................................................\n",
            "[Interaction status]: IDLE\n",
            "[Turn complete: Session is idle and ready for user input]\n"
          ]
        },
        {
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type=\"audio/x-wav\" /\u003e\n",
              "                    Your browser does not support the audio element.\n",
              "                \u003c/audio\u003e\n",
              "              "
            ],
            "text/plain": [
              "\u003cIPython.lib.display.Audio object\u003e"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "import asyncio\n",
        "from IPython.display import Audio, display\n",
        "\n",
        "\n",
        "async def simulate_flight_search(origin: str, destination: str) -\u003e dict:\n",
        "  \"\"\"Simulates an external flight lookup API call.\"\"\"\n",
        "  print(f\"\\n[Tool execution] Searching flights from {origin} to {destination}...\")\n",
        "  await asyncio.sleep(2)\n",
        "  return {\n",
        "      \"flights\": [\n",
        "          {\"flight\": \"PA 204\", \"departure\": \"10:30 AM\", \"price\": \"$189\"},\n",
        "          {\"flight\": \"GA 512\", \"departure\": \"02:15 PM\", \"price\": \"$220\"},\n",
        "      ]\n",
        "  }\n",
        "\n",
        "\n",
        "async def run_thinking_session():\n",
        "  prompt = \"Find me a flight from New York to London tomorrow, and tell me the cheapest option.\"\n",
        "  print(f\"\u003e User: {prompt}\\n\")\n",
        "\n",
        "  file_name = \"thinking_live_output.wav\"\n",
        "  with wave_file(file_name) as wav:\n",
        "    async with client.aio.live.connect(model=MODEL_ID, config=config) as session:\n",
        "      await session.send_realtime_input(text=prompt)\n",
        "\n",
        "      async for message in session.receive():\n",
        "        # Track interaction status for server lifecycle\n",
        "        status = getattr(message, \"interaction_status\", None)\n",
        "        if status:\n",
        "          print(f\"\\n[Interaction status]: {status}\")\n",
        "\n",
        "        # Process audio chunks (conversational fillers or final speech)\n",
        "        if message.data is not None:\n",
        "          wav.writeframes(message.data)\n",
        "          print(\".\", end=\"\")\n",
        "\n",
        "        if message.server_content and message.server_content.model_turn:\n",
        "          for part in message.server_content.model_turn.parts:\n",
        "            if part.inline_data:\n",
        "              wav.writeframes(part.inline_data.data)\n",
        "              print(\".\", end=\"\")\n",
        "\n",
        "        # Handle asynchronous non-blocking tool call\n",
        "        if message.tool_call:\n",
        "          for call in message.tool_call.function_calls:\n",
        "            print(f\"\\n[Server requested tool]: {call.name} with {call.args}\")\n",
        "            tool_output = await simulate_flight_search(**call.args)\n",
        "            response = types.FunctionResponse(\n",
        "                id=call.id,\n",
        "                name=call.name,\n",
        "                response={\"result\": tool_output},\n",
        "            )\n",
        "            print(\"[Sending tool response to Gemini Live]\")\n",
        "            await session.send_tool_response(function_responses=[response])\n",
        "\n",
        "        # Only transition UI to idle when interaction_status is IDLE\n",
        "        if status == \"IDLE\":\n",
        "          print(\"\\n[Turn complete: Session is idle and ready for user input]\")\n",
        "          break\n",
        "\n",
        "  display(Audio(file_name, autoplay=True))\n",
        "\n",
        "\n",
        "await run_thinking_session()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "lifecycle_comparison_header"
      },
      "source": [
        "## Understanding turn completion vs interaction status\n",
        "\n",
        "The key difference between standard Live API models and Thinking models is how conversational turns are managed:\n",
        "\n",
        "| Model | Turn signal | Idle signal | Tool behavior |\n",
        "| :--- | :--- | :--- | :--- |\n",
        "| **Gemini 3.8 Live** (`gemini-3.8-live`) | `turn_complete == True` | `turn_complete == True` | Supports `BLOCKING` and `NON_BLOCKING` |\n",
        "| **Gemini 3.8 Live Extended Thinking** (`gemini-3.8-live-extended-thinking`) | `turn_complete == True` finishes individual utterance | `interaction_status == \"IDLE\"` | Requires `NON_BLOCKING` tools |\n",
        "\n",
        "When building client applications (such as WebRTC or mobile voice agents):\n",
        "- **Do not close microphone or show idle UI on `turn_complete`** if `interaction_status == \"IN_PROGRESS\"`.\n",
        "- **Keep listening for tool calls and further speech** until `interaction_status == \"IDLE\"` arrives."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "whats_next_header"
      },
      "source": [
        "## What's next\n",
        "\n",
        "- Learn more about thinking architecture in the [Thinking in the Live API guide](https://ai.google.dev/gemini-api/docs/live-api/thinking).\n",
        "- Explore low-latency voice interactions with [Gemini 3.8 Live](./Get_started_LiveAPI.ipynb).\n",
        "- Explore function calling capabilities in [Get started with Live API tools](./Get_started_LiveAPI_tools.ipynb).\n",
        "- Review the [Gemini 3.8 Live model card](https://ai.google.dev/gemini-api/docs/models/gemini-3.8-live) and [Gemini 3.8 Live Extended Thinking model card](https://ai.google.dev/gemini-api/docs/models/gemini-3.8-live-extended-thinking).\n",
        "- Try the Live API in [Google AI Studio](https://aistudio.google.com/live?model=gemini-3.8-live-extended-thinking)."
      ]
    }
  ],
  "metadata": {
    "colab": {
      "name": "Get_started_Live_Thinking.ipynb",
      "toc_visible": true
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
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