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