{
 "recorded_at": "2026-10-22T12:23:31.863583+00:00",
 "environment": {
  "google-adk": "2.12.0",
  "google-genai": "2.32.0",
  "model": "gemini-3.8-live",
  "tools_model": "gemini-3.8-live"
 },
 "runs": [
  {
   "name": "blocking lookup",
   "events": [
    {
     "author": "docs_helper",
     "resumption_update": true
    },
    {
     "author": "docs_helper"
    },
    {
     "author": "user",
     "input_transcription": {
      "text": "How long does a Live API connection stay open? Please look it up.",
      "finished": true
     }
    },
    {
     "author": "docs_helper"
    },
    {
     "author": "docs_helper",
     "calls": [
      {
       "name": "search_docs",
       "args": {
        "query": "Live API connection duration"
       }
      }
     ]
    },
    {
     "author": "docs_helper",
     "responses": [
      {
       "name": "search_docs",
       "response": {
        "query": "Live API connection duration",
        "hits": [
         {
          "page": "live-streaming.md",
          "line": "`Runner.run_live()` holds one open connection to the Gemini Live API while the user talks."
         },
         {
          "page": "live-streaming.md",
          "line": "A Live API connection closes after about 10 minutes; enable session resumption to continue."
         },
         {
          "page": "tools.md",
          "line": "ADK runs a live agent's tool calls itself and sends each result back to the model."
         }
        ]
       }
      }
     ]
    },
    {
     "author": "docs_helper",
     "audio_bytes": 5280,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": "The Live API ",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 17280,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 7680,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 5760,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 15360,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": "connection closes after",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 7680,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 9600,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 9600,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 5760,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 28800,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": " about ten minutes,",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 19200,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 24960,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": " but you can enable session",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 17280,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 28800,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": " resumption to continue.",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 17280,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 15360,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 19200,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 11520,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "output_transcription": {
      "text": "The Live API connection closes after about ten minutes, but you can enable session resumption to continue.",
      "finished": true
     }
    },
    {
     "author": "docs_helper",
     "total_tokens": 2294
    },
    {
     "author": "docs_helper",
     "turn_complete": true
    }
   ],
   "answer": "The Live API connection closes after about ten minutes, but you can enable session resumption to continue.",
   "connections": [
    {
     "model": "gemini-3.8-live",
     "traffic": [
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "live_session_resumption_update": {
         "new_handle": "3dee3681-b336-4108-860c-f10c0aa2e033",
         "resumable": true
        }
       }
      },
      {
       "sent": "realtime",
       "mime_type": "ActivityStart",
       "bytes": 0,
       "chunks": 1
      },
      {
       "sent": "realtime",
       "mime_type": "audio/pcm;rate=16000",
       "bytes": 127328,
       "chunks": 40
      },
      {
       "sent": "realtime",
       "mime_type": "ActivityEnd",
       "bytes": 0,
       "chunks": 1
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "voice_activity": {
         "voice_activity_type": "ACTIVITY_START",
         "audio_offset": "0s"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": false,
        "input_transcription": {
         "text": "How long does a Live API connection stay open? Please look it up.",
         "finished": true
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "voice_activity": {
         "voice_activity_type": "ACTIVITY_END",
         "audio_offset": "3.979s"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "function_call": {
            "id": "fc_7270779162791240741",
            "args": {
             "query": "Live API connection duration"
            },
            "name": "search_docs"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "sent": "content",
       "text": "",
       "function_responses": [
        "search_docs"
       ]
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 5280,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": "The Live API ",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 17280,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 7680,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 5760,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 15360,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": "connection closes after",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 7680,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 9600,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 9600,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 5760,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 28800,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": " about ten minutes,",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 19200,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 24960,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": " but you can enable session",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 17280,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 28800,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": " resumption to continue.",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 17280,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 15360,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 19200,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 11520,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": false,
        "output_transcription": {
         "text": "The Live API connection closes after about ten minutes, but you can enable session resumption to continue.",
         "finished": true
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "usage_metadata": {
         "candidates_token_count": 160,
         "candidates_tokens_details": [
          {
           "modality": "AUDIO",
           "token_count": 145
          }
         ],
         "prompt_token_count": 2134,
         "prompt_tokens_details": [
          {
           "modality": "TEXT",
           "token_count": 1228
          },
          {
           "modality": "AUDIO",
           "token_count": 640
          }
         ],
         "thoughts_token_count": 89,
         "total_token_count": 2294
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "grounding_metadata": {},
        "turn_complete": true
       }
      },
      {
       "sent": "close"
      }
     ],
     "tools": [
      {
       "name": "search_docs",
       "behavior": "BLOCKING"
      },
      {
       "name": "export_page_index",
       "behavior": "NON_BLOCKING"
      },
      {
       "name": "check_links",
       "behavior": "NON_BLOCKING"
      },
      {
       "name": "stop_streaming",
       "behavior": null
      }
     ],
     "config": {
      "response_modalities": [
       "AUDIO"
      ],
      "input_audio_transcription": {},
      "output_audio_transcription": {},
      "realtime_input_config": {
       "automatic_activity_detection": {
        "disabled": true
       }
      }
     }
    }
   ]
  },
  {
   "name": "streaming link check, then stop",
   "events": [
    {
     "author": "docs_helper",
     "resumption_update": true
    },
    {
     "author": "docs_helper",
     "calls": [
      {
       "name": "check_links",
       "args": {}
      }
     ]
    },
    {
     "author": "docs_helper",
     "responses": [
      {
       "name": "check_links",
       "response": {
        "status": "The function is running asynchronously and the results are pending."
       }
      }
     ]
    },
    {
     "author": "docs_helper",
     "total_tokens": 869
    },
    {
     "author": "docs_helper",
     "turn_complete": true
    },
    {
     "author": "docs_helper",
     "audio_bytes": 7680,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": "I've started checking the ",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 17280,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 13440,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 28800,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": "links in the documentation",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 17280,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 1920,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 30720,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": " pages and will let you know",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 17280,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 15360,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": " once it's complete.",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 15360,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 15360,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 15360,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 17280,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 7680,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "output_transcription": {
      "text": "I've started checking the links in the documentation pages and will let you know once it's complete.",
      "finished": true
     }
    },
    {
     "author": "docs_helper",
     "total_tokens": 1015
    },
    {
     "author": "docs_helper",
     "turn_complete": true
    },
    {
     "author": "docs_helper",
     "calls": [
      {
       "name": "stop_streaming",
       "args": {
        "function_name": "check_links"
       }
      }
     ]
    },
    {
     "author": "docs_helper",
     "responses": [
      {
       "name": "stop_streaming",
       "response": {
        "status": "Successfully stopped streaming function check_links"
       }
      }
     ]
    },
    {
     "author": "docs_helper",
     "total_tokens": 1135
    },
    {
     "author": "docs_helper",
     "turn_complete": true
    }
   ],
   "answer": "I've started checking the links in the documentation pages and will let you know once it's complete.",
   "connections": [
    {
     "model": "gemini-3.8-live",
     "traffic": [
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "live_session_resumption_update": {
         "new_handle": "b8df6741-b801-4488-833d-22290e764855",
         "resumable": true
        }
       }
      },
      {
       "sent": "content",
       "text": "Check the links in the docs pages.",
       "function_responses": []
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "function_call": {
            "id": "call_84227",
            "args": {},
            "name": "check_links"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "sent": "content",
       "text": "",
       "function_responses": [
        "check_links"
       ]
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "usage_metadata": {
         "candidates_token_count": 6,
         "prompt_token_count": 863,
         "prompt_tokens_details": [
          {
           "modality": "TEXT",
           "token_count": 534
          },
          {
           "modality": "AUDIO",
           "token_count": 222
          }
         ],
         "thoughts_token_count": 71,
         "total_token_count": 869
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "grounding_metadata": {},
        "turn_complete": true
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 7680,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": "I've started checking the ",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 17280,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 13440,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 28800,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": "links in the documentation",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 17280,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 1920,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 30720,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": " pages and will let you know",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 17280,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 15360,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": " once it's complete.",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 15360,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 15360,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 15360,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 17280,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 7680,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": false,
        "output_transcription": {
         "text": "I've started checking the links in the documentation pages and will let you know once it's complete.",
         "finished": true
        }
       }
      },
      {
       "sent": "content",
       "text": "",
       "function_responses": [
        "check_links"
       ]
      },
      {
       "sent": "content",
       "text": "",
       "function_responses": [
        "check_links"
       ]
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "usage_metadata": {
         "candidates_token_count": 120,
         "candidates_tokens_details": [
          {
           "modality": "AUDIO",
           "token_count": 120
          }
         ],
         "prompt_token_count": 895,
         "prompt_tokens_details": [
          {
           "modality": "TEXT",
           "token_count": 552
          },
          {
           "modality": "AUDIO",
           "token_count": 222
          }
         ],
         "thoughts_token_count": 95,
         "total_token_count": 1015
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "grounding_metadata": {},
        "turn_complete": true
       }
      },
      {
       "sent": "content",
       "text": "Never mind, stop the link check.",
       "function_responses": []
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "function_call": {
            "id": "call_84334",
            "args": {
             "function_name": "check_links"
            },
            "name": "stop_streaming"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "sent": "content",
       "text": "",
       "function_responses": [
        "stop_streaming"
       ]
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "usage_metadata": {
         "candidates_token_count": 16,
         "prompt_token_count": 1119,
         "prompt_tokens_details": [
          {
           "modality": "TEXT",
           "token_count": 620
          },
          {
           "modality": "AUDIO",
           "token_count": 342
          }
         ],
         "thoughts_token_count": 38,
         "total_token_count": 1135
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "grounding_metadata": {},
        "turn_complete": true
       }
      },
      {
       "sent": "close"
      }
     ],
     "tools": [
      {
       "name": "search_docs",
       "behavior": "BLOCKING"
      },
      {
       "name": "export_page_index",
       "behavior": "NON_BLOCKING"
      },
      {
       "name": "check_links",
       "behavior": "NON_BLOCKING"
      },
      {
       "name": "stop_streaming",
       "behavior": null
      }
     ],
     "config": {
      "response_modalities": [
       "AUDIO"
      ],
      "input_audio_transcription": {},
      "output_audio_transcription": {}
     }
    }
   ]
  },
  {
   "name": "scheduled export on current Live model",
   "events": [
    {
     "author": "docs_helper",
     "resumption_update": true
    },
    {
     "author": "docs_helper",
     "calls": [
      {
       "name": "export_page_index",
       "args": {}
      },
      {
       "name": "search_docs",
       "args": {
        "query": "input sample rate"
       }
      }
     ]
    },
    {
     "author": "docs_helper",
     "responses": [
      {
       "name": "search_docs",
       "response": {
        "query": "input sample rate",
        "hits": [
         {
          "page": "live-streaming.md",
          "line": "Microphone audio goes in as 16-bit PCM, 16 kHz, mono (`audio/pcm;rate=16000`)."
         }
        ]
       }
      }
     ]
    },
    {
     "author": "docs_helper",
     "audio_bytes": 2,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": "The input sample rate ",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 13440,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 11520,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 9600,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 1920,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 7680,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": "is 16 kHz,",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 30720,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 9600,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 24960,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": " and the page index",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 15360,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 32640,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": " export has been started.",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 17280,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 15360,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 23040,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 15360,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 13440,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "output_transcription": {
      "text": "The input sample rate is 16 kHz, and the page index export has been started.",
      "finished": true
     }
    },
    {
     "author": "docs_helper",
     "total_tokens": 2074
    },
    {
     "author": "docs_helper",
     "turn_complete": true
    },
    {
     "author": "docs_helper",
     "responses": [
      {
       "name": "export_page_index",
       "response": {
        "status": "done",
        "pages": [
         "live-streaming.md",
         "sessions.md",
         "tools.md"
        ]
       }
      }
     ]
    },
    {
     "author": "docs_helper",
     "audio_bytes": 2,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": "The page index ",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 4320,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 7680,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 9600,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 7680,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 7680,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 13440,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": "export has successfully",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 11520,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 23040,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 19200,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "partial": true,
     "output_transcription": {
      "text": " finished processing.",
      "finished": false
     }
    },
    {
     "author": "docs_helper",
     "audio_bytes": 19200,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 15360,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "audio_bytes": 9600,
     "mime_type": "audio/pcm;rate=24000"
    },
    {
     "author": "docs_helper",
     "output_transcription": {
      "text": "The page index export has successfully finished processing.",
      "finished": true
     }
    },
    {
     "author": "docs_helper",
     "total_tokens": 1254
    },
    {
     "author": "docs_helper",
     "turn_complete": true
    }
   ],
   "answer": "The input sample rate is 16 kHz, and the page index export has been started.The page index export has successfully finished processing.",
   "connections": [
    {
     "model": "gemini-3.8-live",
     "traffic": [
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "live_session_resumption_update": {
         "new_handle": "ae7d94d5-e7b1-4cbb-95b9-de22c9aac66a",
         "resumable": true
        }
       }
      },
      {
       "sent": "content",
       "text": "Start the page index export. While it runs, tell me the input sample rate.",
       "function_responses": []
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "function_call": {
            "id": "call_187445",
            "args": {},
            "name": "export_page_index"
           }
          },
          {
           "function_call": {
            "id": "fc_14879619447086269061",
            "args": {
             "query": "input sample rate"
            },
            "name": "search_docs"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "sent": "content",
       "text": "",
       "function_responses": [
        "search_docs"
       ]
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 2,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": "The input sample rate ",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 13440,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 11520,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 9600,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 1920,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 7680,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": "is 16 kHz,",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 30720,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 9600,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 24960,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": " and the page index",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 15360,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 32640,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": " export has been started.",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 17280,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 15360,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 23040,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 15360,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 13440,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": false,
        "output_transcription": {
         "text": "The input sample rate is 16 kHz, and the page index export has been started.",
         "finished": true
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "usage_metadata": {
         "candidates_token_count": 146,
         "candidates_tokens_details": [
          {
           "modality": "AUDIO",
           "token_count": 132
          }
         ],
         "prompt_token_count": 1928,
         "prompt_tokens_details": [
          {
           "modality": "TEXT",
           "token_count": 1228
          },
          {
           "modality": "AUDIO",
           "token_count": 444
          }
         ],
         "thoughts_token_count": 64,
         "total_token_count": 2074
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "grounding_metadata": {},
        "turn_complete": true
       }
      },
      {
       "sent": "content",
       "text": "",
       "function_responses": [
        "export_page_index"
       ]
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 2,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": "The page index ",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 4320,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 7680,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 9600,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 7680,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 7680,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 13440,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": "export has successfully",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 11520,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 23040,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 19200,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": true,
        "output_transcription": {
         "text": " finished processing.",
         "finished": false
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 19200,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 15360,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "inline_data": {
            "data": 9600,
            "mime_type": "audio/pcm;rate=24000"
           }
          }
         ],
         "role": "model"
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "partial": false,
        "output_transcription": {
         "text": "The page index export has successfully finished processing.",
         "finished": true
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "usage_metadata": {
         "candidates_token_count": 83,
         "candidates_tokens_details": [
          {
           "modality": "AUDIO",
           "token_count": 83
          }
         ],
         "prompt_token_count": 1171,
         "prompt_tokens_details": [
          {
           "modality": "TEXT",
           "token_count": 645
          },
          {
           "modality": "AUDIO",
           "token_count": 354
          }
         ],
         "thoughts_token_count": 54,
         "total_token_count": 1254
        }
       }
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "grounding_metadata": {},
        "turn_complete": true
       }
      },
      {
       "sent": "close"
      }
     ],
     "tools": [
      {
       "name": "search_docs",
       "behavior": "BLOCKING"
      },
      {
       "name": "export_page_index",
       "behavior": "NON_BLOCKING"
      },
      {
       "name": "check_links",
       "behavior": "NON_BLOCKING"
      },
      {
       "name": "stop_streaming",
       "behavior": null
      }
     ],
     "config": {
      "response_modalities": [
       "AUDIO"
      ],
      "input_audio_transcription": {},
      "output_audio_transcription": {}
     }
    }
   ]
  },
  {
   "name": "tool raises an exception",
   "error": "FileNotFoundError: [Errno 2] No such file or directory: 'docs/deploy.md'",
   "events": [],
   "answer": "",
   "connections": [
    {
     "model": "gemini-3.8-live",
     "traffic": [
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "live_session_resumption_update": {
         "new_handle": "1cedff99-21d8-43bb-8932-005f94f091e6",
         "resumable": true
        }
       }
      },
      {
       "sent": "content",
       "text": "Read the page deploy.md.",
       "function_responses": []
      },
      {
       "received": {
        "model_version": "gemini-3.8-live",
        "content": {
         "parts": [
          {
           "function_call": {
            "id": "call_180128",
            "args": {
             "name": "deploy.md"
            },
            "name": "read_page"
           }
          }
         ],
         "role": "model"
        }
       }
      }
     ],
     "tools": [
      {
       "name": "read_page",
       "behavior": null
      }
     ],
     "config": {
      "response_modalities": [
       "AUDIO"
      ],
      "input_audio_transcription": {},
      "output_audio_transcription": {}
     }
    }
   ]
  }
 ],
 "raw_tool_call": [
  {
   "model": "gemini-3.8-live",
   "messages": [
    "tool_call",
    "turn_complete"
   ]
  }
 ]
}