feat: Add Simli Trinity models support to pipecat
This commit is contained in:
@@ -61,7 +61,7 @@ async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_si
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)
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)
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simli_ai = SimliVideoService(
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simli_ai = SimliVideoService(
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SimliConfig(os.getenv("SIMLI_API_KEY"), os.getenv("SIMLI_FACE_ID"))
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SimliConfig(os.getenv("SIMLI_API_KEY"), os.getenv("SIMLI_FACE_ID")),
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)
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)
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llm = OpenAILLMService(api_key=os.getenv("OPENAI_API_KEY"), model="gpt-4o-mini")
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llm = OpenAILLMService(api_key=os.getenv("OPENAI_API_KEY"), model="gpt-4o-mini")
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@@ -18,6 +18,8 @@ from pipecat.frames.frames import (
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OutputImageRawFrame,
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OutputImageRawFrame,
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StartInterruptionFrame,
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StartInterruptionFrame,
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TTSAudioRawFrame,
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TTSAudioRawFrame,
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TTSStoppedFrame,
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UserStartedSpeakingFrame,
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)
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)
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from pipecat.processors.frame_processor import FrameDirection, FrameProcessor, StartFrame
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from pipecat.processors.frame_processor import FrameDirection, FrameProcessor, StartFrame
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from pipecat.utils.asyncio.watchdog_async_iterator import WatchdogAsyncIterator
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from pipecat.utils.asyncio.watchdog_async_iterator import WatchdogAsyncIterator
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@@ -45,24 +47,39 @@ class SimliVideoService(FrameProcessor):
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simli_config: SimliConfig,
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simli_config: SimliConfig,
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use_turn_server: bool = False,
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use_turn_server: bool = False,
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latency_interval: int = 0,
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latency_interval: int = 0,
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simli_url: str = "https://api.simli.ai",
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isTrinityAvatar: bool = False,
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):
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):
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"""Initialize the Simli video service.
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"""Initialize the Simli video service.
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Args:
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Args:
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simli_config: Configuration object for Simli client settings.
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simli_config: Configuration object for Simli client settings.
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use_turn_server: Whether to use TURN server for connection. Defaults to False.
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use_turn_server: Whether to use TURN server for connection. Defaults to False.
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latency_interval: Latency interval setting for video processing. Defaults to 0.
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latency_interval: Latency interval setting for sending health checks to check the latency to Simli Servers. Defaults to 0.
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simli_url: URL of the simli servers. Can be changed for custom deployments of enterprise users.
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"""
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"""
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super().__init__()
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super().__init__()
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self._simli_client = SimliClient(simli_config, use_turn_server, latency_interval)
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self._initialized = False
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simli_config.maxIdleTime += 5
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simli_config.maxSessionLength += 5
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self._simli_client = SimliClient(
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simli_config,
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use_turn_server,
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latency_interval,
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simliURL=simli_url,
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)
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self._pipecat_resampler_event = asyncio.Event()
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self._pipecat_resampler: AudioResampler = None
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self._pipecat_resampler: AudioResampler = None
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self._pipecat_resampler_event = asyncio.Event()
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self._simli_resampler = AudioResampler("s16", "mono", 16000)
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self._simli_resampler = AudioResampler("s16", "mono", 16000)
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self._initialized = False
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self._audio_task: asyncio.Task = None
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self._audio_task: asyncio.Task = None
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self._video_task: asyncio.Task = None
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self._video_task: asyncio.Task = None
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self._started = False
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self._is_gs_avatar = isTrinityAvatar
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self._previously_interrupted = True
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self._audio_buffer = bytearray()
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async def _start_connection(self):
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async def _start_connection(self):
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"""Start the connection to Simli service and begin processing tasks."""
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"""Start the connection to Simli service and begin processing tasks."""
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@@ -71,11 +88,9 @@ class SimliVideoService(FrameProcessor):
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self._initialized = True
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self._initialized = True
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# Create task to consume and process audio and video
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# Create task to consume and process audio and video
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if not self._audio_task:
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await self._simli_client.sendSilence()
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self._audio_task = self.create_task(self._consume_and_process_audio())
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self._audio_task = self.create_task(self._consume_and_process_audio())
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self._video_task = self.create_task(self._consume_and_process_video())
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if not self._video_task:
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self._video_task = self.create_task(self._consume_and_process_video())
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async def _consume_and_process_audio(self):
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async def _consume_and_process_audio(self):
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"""Consume audio frames from Simli and push them downstream."""
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"""Consume audio frames from Simli and push them downstream."""
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@@ -118,8 +133,8 @@ class SimliVideoService(FrameProcessor):
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"""
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"""
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await super().process_frame(frame, direction)
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await super().process_frame(frame, direction)
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if isinstance(frame, StartFrame):
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if isinstance(frame, StartFrame):
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await self.push_frame(frame, direction)
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await self._start_connection()
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await self._start_connection()
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await self.push_frame(frame, direction)
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elif isinstance(frame, TTSAudioRawFrame):
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elif isinstance(frame, TTSAudioRawFrame):
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# Send audio frame to Simli
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# Send audio frame to Simli
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try:
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try:
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@@ -137,19 +152,47 @@ class SimliVideoService(FrameProcessor):
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resampled_frames = self._simli_resampler.resample(old_frame)
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resampled_frames = self._simli_resampler.resample(old_frame)
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for resampled_frame in resampled_frames:
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for resampled_frame in resampled_frames:
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await self._simli_client.send(
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audioBytes = resampled_frame.to_ndarray().astype(np.int16).tobytes()
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resampled_frame.to_ndarray().astype(np.int16).tobytes()
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if self._previously_interrupted and self._is_gs_avatar:
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)
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self._audio_buffer.extend(audioBytes)
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if len(self._audio_buffer) >= 128000:
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try:
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for flushFrame in self._simli_resampler.resample(None):
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self._audio_buffer.extend(
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flushFrame.to_ndarray().astype(np.int16).tobytes()
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)
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finally:
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await self._simli_client.playImmediate(self._audio_buffer)
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self._previously_interrupted = False
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self._audio_buffer = bytearray()
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else:
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await self._simli_client.send(audioBytes)
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return
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except Exception as e:
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except Exception as e:
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logger.exception(f"{self} exception: {e}")
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logger.exception(f"{self} exception: {e}")
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elif isinstance(frame, TTSStoppedFrame):
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try:
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if self._previously_interrupted and len(self._audio_buffer) > 0:
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await self._simli_client.playImmediate(self._audio_buffer)
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self._previously_interrupted = False
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self._audio_buffer = bytearray()
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except Exception as e:
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logger.exception(f"{self} exception: {e}")
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return
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if isinstance(frame, StartFrame):
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if not self._preinitialize:
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await self._start_connection()
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self._started = True
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await self._simli_client.send((0).to_bytes(1, "big") * 6000)
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elif isinstance(frame, (EndFrame, CancelFrame)):
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elif isinstance(frame, (EndFrame, CancelFrame)):
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await self._stop()
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await self._stop()
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await self.push_frame(frame, direction)
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elif isinstance(frame, (StartInterruptionFrame, UserStartedSpeakingFrame)):
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elif isinstance(frame, StartInterruptionFrame):
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if not self._previously_interrupted:
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await self._simli_client.clearBuffer()
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await self._simli_client.clearBuffer()
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await self.push_frame(frame, direction)
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self._previously_interrupted = True and self._is_gs_avatar
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else:
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await self.push_frame(frame, direction)
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await self.push_frame(frame, direction)
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async def _stop(self):
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async def _stop(self):
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"""Stop the Simli client and cancel processing tasks."""
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"""Stop the Simli client and cancel processing tasks."""
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