Inizialize simli_client on StartFrame; Follow variable naming scheme; Use logger instead of print statements;
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@@ -32,8 +32,7 @@ logger.add(sys.stderr, level="DEBUG")
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async def main():
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async with aiohttp.ClientSession() as session:
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(room_url, token) = await configure(session)
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_, token = await configure(session)
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print("Creating room")
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aiohttp_session = aiohttp.ClientSession()
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daily_helper = DailyRESTHelper(
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@@ -41,15 +40,11 @@ async def main():
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daily_api_url=os.getenv("DAILY_API_URL", "https://api.daily.co/v1"),
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aiohttp_session=aiohttp_session,
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)
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room = await daily_helper.create_room(DailyRoomParams())
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expiry_time: float = 60 * 60
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token = await daily_helper.get_token(room.url, expiry_time)
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print("Room created ", room.url)
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transport = DailyTransport(
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room.url,
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token,
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@@ -84,7 +79,7 @@ async def main():
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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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messages = [
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{
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"role": "system",
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@@ -98,13 +93,9 @@ async def main():
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# "content": "Eres Chatbot, un amigable y útil robot. Tu objetivo es demostrar tus capacidades de una manera breve. Tus respuestas se convertiran a audio así que nunca no debes incluir caracteres especiales. Contesta a lo que el usuario pregunte de una manera creativa, útil y breve. Empieza por presentarte a ti mismo.",
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},
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]
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simliAi = 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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)
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print("starting connection to simi")
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await simliAi.startConnection()
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print("connection started")
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context = OpenAILLMContext(messages)
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context_aggregator = llm.create_context_aggregator(context)
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@@ -114,7 +105,7 @@ async def main():
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context_aggregator.user(),
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llm,
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tts,
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simliAi,
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simli_ai,
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transport.output(),
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context_aggregator.assistant(),
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]
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@@ -8,58 +8,57 @@ from pipecat.frames.frames import (
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EndFrame,
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CancelFrame,
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)
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from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
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from pipecat.processors.frame_processor import FrameDirection, FrameProcessor, StartFrame
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import numpy as np
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from av import AudioFrame
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from av.audio.resampler import AudioResampler
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from simli import SimliClient, SimliConfig
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from loguru import logger
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class SimliVideoService(FrameProcessor):
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def __init__(
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self, simliConfig: SimliConfig, useTurnServer=False, latencyInterval=60
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):
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def __init__(self, simli_config: SimliConfig, use_turn_server=False, latency_interval=0):
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super().__init__()
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self.simliClient = SimliClient(simliConfig, useTurnServer, latencyInterval)
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self._simli_client = SimliClient(simli_config, use_turn_server, latency_interval)
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self.pipecatResampler: AudioResampler = None
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self.name = "SimliAi"
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self.ready = False
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self.simliResampler = AudioResampler("s16", 1, 16000)
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self.AudioTask: asyncio.Task = None
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self.VideoTask: asyncio.Task = None
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self._ready = False
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self._pipecat_resampler: AudioResampler = None
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self._simli_resampler = AudioResampler("s16", 1, 16000)
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async def startConnection(self):
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await self.simliClient.Initialize()
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self.ready = True
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self._audio_task: asyncio.Task = None
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self._video_task: asyncio.Task = None
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async def _start_connection(self):
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await self._simli_client.Initialize()
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self._ready = True
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# Create task to consume and process audio and video
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self.AudioTask = asyncio.create_task(self.consume_and_process_audio())
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self.VideoTask = asyncio.create_task(self.consume_and_process_video())
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self._audio_task = asyncio.create_task(self._consume_and_process_audio())
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self._video_task = asyncio.create_task(self._consume_and_process_video())
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async def consume_and_process_audio(self):
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async for audio_frame in self.simliClient.getAudioStreamIterator():
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async def _consume_and_process_audio(self):
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while self._pipecat_resampler is None:
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await asyncio.sleep(0.001)
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async for audio_frame in self._simli_client.getAudioStreamIterator():
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# Process the audio frame
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try:
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resampledFrames = self.pipecatResampler.resample(audio_frame)
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for resampled_frame in resampledFrames:
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resampled_frames = self._pipecat_resampler.resample(audio_frame)
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for resampled_frame in resampled_frames:
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await self.push_frame(
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TTSAudioRawFrame(
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audio=resampled_frame.to_ndarray().tobytes(),
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sample_rate=self.pipecatResampler.rate,
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sample_rate=self._pipecat_resampler.rate,
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num_channels=1,
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),
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)
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except Exception as e:
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print(e)
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import traceback
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logger.exception(f"{self} exception: {e}")
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traceback.print_exc()
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async def consume_and_process_video(self):
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async for video_frame in self.simliClient.getVideoStreamIterator(
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targetFormat="rgb24"
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):
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async def _consume_and_process_video(self):
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while self._pipecat_resampler is None:
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await asyncio.sleep(0.001)
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async for video_frame in self._simli_client.getVideoStreamIterator(targetFormat="rgb24"):
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# Process the video frame
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convertedFrame: OutputImageRawFrame = OutputImageRawFrame(
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image=video_frame.to_rgb().to_image().tobytes(),
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@@ -73,44 +72,41 @@ class SimliVideoService(FrameProcessor):
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async def process_frame(self, frame: Frame, direction: FrameDirection):
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await super().process_frame(frame, direction)
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if isinstance(frame, TTSAudioRawFrame):
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if isinstance(frame, StartFrame):
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await self._start_connection()
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elif isinstance(frame, TTSAudioRawFrame):
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# Send audio frame to Simli
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try:
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if self.ready:
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AudioFrame
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if self._ready:
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oldFrame = AudioFrame.from_ndarray(
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np.frombuffer(frame.audio, dtype=np.int16)[None, :],
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layout=frame.num_channels,
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)
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oldFrame.sample_rate = frame.sample_rate
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if self.pipecatResampler is None:
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self.pipecatResampler = AudioResampler(
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if self._pipecat_resampler is None:
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self._pipecat_resampler = AudioResampler(
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"s16", oldFrame.layout, oldFrame.sample_rate
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)
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resampledFrame = self.simliResampler.resample(oldFrame)
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resampledFrame = self._simli_resampler.resample(oldFrame)
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for frame in resampledFrame:
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await self.simliClient.send(
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frame.to_ndarray().astype(np.int16).tobytes()
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)
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await self._simli_client.send(frame.to_ndarray().astype(np.int16).tobytes())
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return
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else:
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print(
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logger.warning(
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"Simli Connection is not Initialized properly, passing audio to next processor"
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)
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await self.push_frame(frame, direction)
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except Exception as e:
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print(e)
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import traceback
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traceback.print_exc()
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logger.exception(f"{self} exception: {e}")
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elif isinstance(frame, (EndFrame, CancelFrame)):
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await self.simliClient.stop()
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self.AudioTask.cancel()
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self.VideoTask.cancel()
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await self._simli_client.stop()
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self._audio_task.cancel()
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await self._audio_task
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self._video_task.cancel()
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await self._video_task
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elif isinstance(frame, StartInterruptionFrame):
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await self.simliClient.clearBuffer()
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await self._simli_client.clearBuffer()
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await self.push_frame(frame, direction)
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