When running cell 31, I got an list index out of range error.
_id = to_replay.values['messages'][-1].tool_calls[0]['id']
to_replay.values['messages'][-1].tool_calls = [{'name': 'tavily_search_results_json',
'args': {'query': 'current weather in LA, accuweather'},
'id': _id}]