from pipecat.audio.vad.silero import SileroVADAnalyzer from pipecat.turns.user_start import ( ExternalUserTurnStartStrategy, ) from pipecat.turns.user_start.vad_user_turn_start_strategy import ( VADUserTurnStartStrategy, ) from pipecat.turns.user_stop import ( ExternalUserTurnStopStrategy, SpeechTimeoutUserTurnStopStrategy, ) from api.services.configuration.registry import ServiceProviders from api.services.pipecat.run_pipeline import ( DEFAULT_USER_TURN_STOP_TIMEOUT, EXTERNAL_TURN_USER_STOP_TIMEOUT, _create_realtime_user_turn_config, _resolve_user_turn_stop_timeout, ) def test_gemini_realtime_uses_local_vad_without_local_interruptions(): strategies, vad_analyzer = _create_realtime_user_turn_config( ServiceProviders.GOOGLE_REALTIME.value ) assert isinstance(vad_analyzer, SileroVADAnalyzer) assert len(strategies.start) == 1 assert isinstance(strategies.start[0], VADUserTurnStartStrategy) assert strategies.start[0]._enable_interruptions is False assert len(strategies.stop) == 1 assert isinstance(strategies.stop[0], SpeechTimeoutUserTurnStopStrategy) def test_gemini_vertex_realtime_uses_same_turn_config_as_gemini_live(): strategies, vad_analyzer = _create_realtime_user_turn_config( ServiceProviders.GOOGLE_VERTEX_REALTIME.value ) assert isinstance(vad_analyzer, SileroVADAnalyzer) assert len(strategies.start) == 1 assert isinstance(strategies.start[0], VADUserTurnStartStrategy) assert strategies.start[0]._enable_interruptions is False def test_openai_realtime_uses_provider_turn_frames_without_local_vad(): strategies, vad_analyzer = _create_realtime_user_turn_config( ServiceProviders.OPENAI_REALTIME.value ) assert vad_analyzer is None assert len(strategies.start) == 1 assert isinstance(strategies.start[0], ExternalUserTurnStartStrategy) assert strategies.start[0]._enable_interruptions is False assert len(strategies.stop) == 1 assert isinstance(strategies.stop[0], ExternalUserTurnStopStrategy) def test_grok_realtime_uses_provider_turn_frames_without_local_vad(): strategies, vad_analyzer = _create_realtime_user_turn_config( ServiceProviders.GROK_REALTIME.value ) assert vad_analyzer is None assert len(strategies.start) == 1 assert isinstance(strategies.start[0], ExternalUserTurnStartStrategy) assert strategies.start[0]._enable_interruptions is False assert len(strategies.stop) == 1 assert isinstance(strategies.stop[0], ExternalUserTurnStopStrategy) def test_unknown_realtime_providers_keep_local_vad(): strategies, vad_analyzer = _create_realtime_user_turn_config("other_realtime") assert isinstance(vad_analyzer, SileroVADAnalyzer) assert len(strategies.start) == 1 assert isinstance(strategies.start[0], VADUserTurnStartStrategy) assert len(strategies.stop) == 1 assert isinstance(strategies.stop[0], SpeechTimeoutUserTurnStopStrategy) def test_external_turn_stt_uses_longer_stop_timeout(): assert ( _resolve_user_turn_stop_timeout({}, uses_external_turns=True) == EXTERNAL_TURN_USER_STOP_TIMEOUT ) def test_standard_stt_keeps_default_stop_timeout(): assert ( _resolve_user_turn_stop_timeout({}, uses_external_turns=False) == DEFAULT_USER_TURN_STOP_TIMEOUT ) def test_workflow_config_can_override_user_turn_stop_timeout(): assert ( _resolve_user_turn_stop_timeout( {"user_turn_stop_timeout": "12.5"}, uses_external_turns=True, ) == 12.5 )