diff --git a/apps/livekit/README.md b/apps/livekit/README.md new file mode 100644 index 000000000..eaed5defc --- /dev/null +++ b/apps/livekit/README.md @@ -0,0 +1,3 @@ +``` +poetry run python app.py dev +``` diff --git a/apps/livekit/app.py b/apps/livekit/app.py new file mode 100644 index 000000000..6ae788f3f --- /dev/null +++ b/apps/livekit/app.py @@ -0,0 +1,107 @@ +import asyncio +import os + +from livekit.agents import JobContext, JobRequest, WorkerOptions, cli +from loguru import logger +from pydantic_settings import BaseSettings, SettingsConfigDict + +from vocode.logging import configure_pretty_logging +from vocode.streaming.action.end_conversation import EndConversationVocodeActionConfig +from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent +from vocode.streaming.livekit.livekit_conversation import LiveKitConversation +from vocode.streaming.models.actions import ( + PhraseBasedActionTrigger, + PhraseBasedActionTriggerConfig, + PhraseTrigger, +) +from vocode.streaming.models.agent import ChatGPTAgentConfig +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig +from vocode.streaming.models.transcriber import ( + DeepgramTranscriberConfig, + PunctuationEndpointingConfig, +) +from vocode.streaming.output_device.livekit_output_device import LiveKitOutputDevice +from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer +from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber + + +class Settings(BaseSettings): + + livekit_api_key: str = "ENTER_YOUR_LIVE_KIT_API_KEY" + livekit_api_secret: str = "ENTER_YOUR_LIVE_KIT_API_SECRET" + livekit_ws_url: str = "ENTER_YOUR_LIVE_KIT_WS_URL" + + # This means a .env file can be used to overload these settings + # ex: "OPENAI_API_KEY=my_key" will set openai_api_key over the default above + model_config = SettingsConfigDict( + env_file=".env", + env_file_encoding="utf-8", + extra="ignore", + ) + + +async def wait_for_termination(conversation: LiveKitConversation, ctx: JobContext): + await conversation.wait_for_termination() + await conversation.terminate() + await ctx.room.disconnect() + + +async def entrypoint(ctx: JobContext): + configure_pretty_logging() + output_device = LiveKitOutputDevice() + conversation = LiveKitConversation( + output_device=output_device, + transcriber=DeepgramTranscriber( + DeepgramTranscriberConfig.from_livekit_input_device( + endpointing_config=PunctuationEndpointingConfig(), + api_key=os.getenv("DEEPGRAM_API_KEY"), + ), + ), + agent=ChatGPTAgent( + ChatGPTAgentConfig( + openai_api_key=os.getenv("OPENAI_API_KEY"), + initial_message=BaseMessage(text="What up"), + prompt_preamble="""The AI is having a pleasant conversation about life""", + actions=[ + EndConversationVocodeActionConfig( + action_trigger=PhraseBasedActionTrigger( + config=PhraseBasedActionTriggerConfig( + phrase_triggers=[ + PhraseTrigger( + phrase="goodbye", + conditions=["phrase_condition_type_contains"], + ) + ] + ) + ) + ) + ], + ) + ), + synthesizer=AzureSynthesizer( + synthesizer_config=AzureSynthesizerConfig.from_output_device( + output_device=output_device, + voice_name="en-US-AriaNeural", + ) + ), + ) + await conversation.start_room(ctx.room) + asyncio.create_task(wait_for_termination(conversation, ctx)) + + +async def request_fnc(req: JobRequest) -> None: + logger.info("received request %s", req) + await req.accept(entrypoint) + + +if __name__ == "__main__": + settings = Settings() + cli.run_app( + WorkerOptions( + request_fnc, + api_key=settings.livekit_api_key, + api_secret=settings.livekit_api_secret, + ws_url=settings.livekit_ws_url, + ) + ) diff --git a/apps/livekit/poetry.lock b/apps/livekit/poetry.lock new file mode 100644 index 000000000..dab30f5a8 --- /dev/null +++ b/apps/livekit/poetry.lock @@ -0,0 +1,3176 @@ +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. + +[[package]] +name = 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"langchain-anthropic", "langchain-community", "langchain-google-vertexai", "langchain-openai", "pvkoala", "twilio", "vonage"] +all = ["cartesia", "google-cloud-speech", "google-cloud-texttospeech", "groq", "langchain", "langchain-anthropic", "langchain-community", "langchain-google-vertexai", "langchain-openai", "livekit", "pvkoala", "twilio", "vonage"] langchain = ["langchain", "langchain-community"] langchain-extras = ["langchain-anthropic", "langchain-google-vertexai", "langchain-openai"] synthesizers = ["cartesia", "google-cloud-texttospeech", "pvkoala"] @@ -4678,4 +4711,4 @@ transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<4.0" -content-hash = "e56040c6bd76616232f8ef2b371771ee098c6a12fd57228c0b0ab2a0d24e3e58" +content-hash = "6db0fe735d65f6e7ef508241d63a4b069d7b01d67b2d4bca5571aae70641d4c3" diff --git a/pyproject.toml b/pyproject.toml index 2110da3b7..61332efec 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -59,6 +59,8 @@ langchain-openai = { version = "^0.1.8", optional = true } langchain-anthropic = { version = "^0.1.15", optional = true } langchain-google-vertexai = { version = "^1.0.5", optional = true } +# LiveKit +livekit = { version = "^0.11.1", optional = true } [tool.poetry.group.lint.dependencies] black = "^24.4.2" @@ -104,7 +106,8 @@ all = [ "langchain-anthropic", "langchain-google-vertexai", "cartesia", - "groq" + "groq", + "livekit" ] [tool.mypy] diff --git a/vocode/streaming/livekit/constants.py b/vocode/streaming/livekit/constants.py new file mode 100644 index 000000000..829ee473a --- /dev/null +++ b/vocode/streaming/livekit/constants.py @@ -0,0 +1,5 @@ +from vocode.streaming.models.audio import AudioEncoding + +DEFAULT_SAMPLING_RATE = 48000 +DEFAULT_CHUNK_SIZE = 480 +AUDIO_ENCODING = AudioEncoding.LINEAR16 diff --git a/vocode/streaming/livekit/livekit_conversation.py b/vocode/streaming/livekit/livekit_conversation.py new file mode 100644 index 000000000..9818b7056 --- /dev/null +++ b/vocode/streaming/livekit/livekit_conversation.py @@ -0,0 +1,68 @@ +import asyncio + +from livekit import rtc +from loguru import logger + +from vocode.streaming.livekit.livekit_events_manager import LiveKitEventsManager +from vocode.streaming.output_device.livekit_output_device import LiveKitOutputDevice +from vocode.streaming.streaming_conversation import StreamingConversation + + +class LiveKitConversation(StreamingConversation[LiveKitOutputDevice]): + room: rtc.Room + user_track: rtc.Track + user_participant: rtc.RemoteParticipant + + def __init__(self, *args, **kwargs): + if kwargs.get("events_manager") is None: + events_manager = LiveKitEventsManager() + events_manager.attach_conversation(self) + kwargs["events_manager"] = events_manager + super().__init__(*args, **kwargs) + self.receive_frames_task: asyncio.Task | None = None + + async def start_room(self, room: rtc.Room): + self.room = room + room.on("track_subscribed", self._on_track_subscribed) + room.on("track_unsubscribed", self._on_track_unsubscribed) + + await self.output_device.initialize_source(room) + + await super().start() + + def _on_track_subscribed( + self, + track: rtc.Track, + publication: rtc.RemoteTrackPublication, + participant: rtc.RemoteParticipant, + ): + logger.info("track subscribed: %s", publication.sid) + if track.kind == rtc.TrackKind.KIND_AUDIO: + self.user_participant = participant + self.user_track = track + audio_stream = rtc.AudioStream(track) + self.receive_frames_task = asyncio.create_task(self._receive_frames(audio_stream)) + + async def _receive_frames( + self, + audio_stream: rtc.AudioStream, + ): + # this is where we will send the frames to transcription + async for event in audio_stream: + if self.is_active(): + frame = event.frame + self.receive_audio(bytes(frame.data)) + + def _on_track_unsubscribed( + self, + track: rtc.RemoteTrack, + pub: rtc.RemoteTrackPublication, + participant: rtc.RemoteParticipant, + ): + self.mark_terminated() + + async def terminate(self): + if self.receive_frames_task: + self.receive_frames_task.cancel() + await self.output_device.uninitialize_source() + return await super().terminate() diff --git a/vocode/streaming/livekit/livekit_events_manager.py b/vocode/streaming/livekit/livekit_events_manager.py new file mode 100644 index 000000000..5daaefcc8 --- /dev/null +++ b/vocode/streaming/livekit/livekit_events_manager.py @@ -0,0 +1,55 @@ +import uuid +from typing import TYPE_CHECKING, List + +from livekit import rtc + +from vocode.streaming.models.events import Event, EventType, Sender +from vocode.streaming.models.transcript import TranscriptEvent +from vocode.streaming.utils.events_manager import EventsManager + +if TYPE_CHECKING: + from vocode.streaming.livekit.livekit_conversation import LiveKitConversation + + +class LiveKitEventsManager(EventsManager): + _conversation: "LiveKitConversation" + + def __init__( + self, + subscriptions: List[EventType] = [], + ): + if EventType.TRANSCRIPT not in subscriptions: + subscriptions.append(EventType.TRANSCRIPT) + super().__init__(subscriptions) + + def attach_conversation(self, conversation: "LiveKitConversation"): + self._conversation = conversation + + async def handle_event(self, event: Event): + if isinstance(event, TranscriptEvent): + participant = ( + self._conversation.room.local_participant + if event.sender == Sender.BOT + else self._conversation.user_participant + ) + track = ( + self._conversation.user_track + if event.sender == Sender.HUMAN + else self._conversation.output_device.track + ) + + transcription = rtc.Transcription( + participant_identity=participant.identity, + track_id=track.sid, + segments=[ + rtc.TranscriptionSegment( + id=str(uuid.uuid4()), + text=event.text, + start_time=int(event.timestamp), + end_time=int(event.timestamp), + final=True, + ) + ], + language="", + ) + await self._conversation.room.local_participant.publish_transcription(transcription) diff --git a/vocode/streaming/models/transcriber.py b/vocode/streaming/models/transcriber.py index b67cbd79c..c27d86519 100644 --- a/vocode/streaming/models/transcriber.py +++ b/vocode/streaming/models/transcriber.py @@ -3,6 +3,7 @@ from pydantic.v1 import validator +import vocode.streaming.livekit.constants as LiveKitConstants from vocode.streaming.input_device.base_input_device import BaseInputDevice from vocode.streaming.models.client_backend import InputAudioConfig from vocode.streaming.models.model import BaseModel @@ -105,6 +106,15 @@ def from_input_audio_config(cls, input_audio_config: InputAudioConfig, **kwargs) **kwargs, ) + @classmethod + def from_livekit_input_device(cls, **kwargs): + return cls( + sampling_rate=LiveKitConstants.DEFAULT_SAMPLING_RATE, + audio_encoding=LiveKitConstants.AUDIO_ENCODING, + chunk_size=LiveKitConstants.DEFAULT_CHUNK_SIZE, + **kwargs, + ) + class DeepgramTranscriberConfig(TranscriberConfig, type=TranscriberType.DEEPGRAM.value): # type: ignore language: Optional[str] = None diff --git a/vocode/streaming/output_device/livekit_output_device.py b/vocode/streaming/output_device/livekit_output_device.py new file mode 100644 index 000000000..5a2e1a040 --- /dev/null +++ b/vocode/streaming/output_device/livekit_output_device.py @@ -0,0 +1,69 @@ +import asyncio + +from livekit import rtc + +from vocode.streaming.livekit.constants import AUDIO_ENCODING, DEFAULT_SAMPLING_RATE +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.output_device.abstract_output_device import AbstractOutputDevice +from vocode.streaming.output_device.audio_chunk import ChunkState + +NUM_CHANNELS = 1 + + +class LiveKitOutputDevice(AbstractOutputDevice): + source: rtc.AudioSource + track: rtc.LocalAudioTrack + room: rtc.Room + + def __init__( + self, + sampling_rate: int = DEFAULT_SAMPLING_RATE, + audio_encoding: AudioEncoding = AUDIO_ENCODING, + ): + super().__init__(sampling_rate, audio_encoding) + + async def _run_loop(self): + while True: + try: + item = await self.input_queue.get() + except asyncio.CancelledError: + return + + self.interruptible_event = item + audio_chunk = item.payload + + if item.is_interrupted(): + audio_chunk.on_interrupt() + audio_chunk.state = ChunkState.INTERRUPTED + continue + + await self.play(audio_chunk.data) + audio_chunk.on_play() + audio_chunk.state = ChunkState.PLAYED + self.interruptible_event.is_interruptible = False + + async def initialize_source(self, room: rtc.Room): + """Creates the AudioSource that will be used to capture audio frames. + + Can only be called once the room has set up its track callbcks + """ + self.room = room + source = rtc.AudioSource(self.sampling_rate, NUM_CHANNELS) + track = rtc.LocalAudioTrack.create_audio_track("agent-synthesis", source) + options = rtc.TrackPublishOptions() + options.source = rtc.TrackSource.SOURCE_MICROPHONE + await self.room.local_participant.publish_track(track, options) + self.track = track + self.source = source + + async def uninitialize_source(self): + await self.room.local_participant.unpublish_track(self.track.sid) + + async def play(self, item: bytes): + audio_frame = rtc.AudioFrame( + item, self.sampling_rate, num_channels=1, samples_per_channel=len(item) // 2 + ) + return await self.source.capture_frame(audio_frame) + + def interrupt(self): + pass diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index bdb563230..58ce8d167 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -661,7 +661,7 @@ def __init__( self.transcript.attach_events_manager(self.events_manager) self.is_human_speaking = False - self.active = False + self.is_terminated = asyncio.Event() self.mark_last_action_timestamp() self.check_for_idle_task: Optional[asyncio.Task] = None @@ -718,7 +718,7 @@ async def start(self, mark_ready: Optional[Callable[[], Awaitable[None]]] = None self.agent.attach_transcript(self.transcript) if mark_ready: await mark_ready() - self.active = True + self.is_terminated.clear() self.check_for_idle_task = asyncio_create_task_with_done_error_log( self.check_for_idle(), ) @@ -989,7 +989,7 @@ def _on_interrupt(): return message_sent, cut_off def mark_terminated(self, bot_disconnect: bool = False): - self.active = False + self.is_terminated.set() async def terminate(self): self.mark_terminated() @@ -1036,4 +1036,7 @@ async def terminate(self): logger.debug("Successfully terminated") def is_active(self): - return self.active + return not self.is_terminated.is_set() + + async def wait_for_termination(self): + await self.is_terminated.wait() diff --git a/vocode/streaming/telephony/conversation/twilio_phone_conversation.py b/vocode/streaming/telephony/conversation/twilio_phone_conversation.py index f3c833726..267e37e92 100644 --- a/vocode/streaming/telephony/conversation/twilio_phone_conversation.py +++ b/vocode/streaming/telephony/conversation/twilio_phone_conversation.py @@ -99,7 +99,7 @@ async def attach_ws_and_start(self, ws: WebSocket): from_phone_number=self.from_phone, ) ) - while self.active: + while self.is_active(): message = await ws.receive_text() response = await self._handle_ws_message(message) if response == TwilioPhoneConversationWebsocketAction.CLOSE_WEBSOCKET: diff --git a/vocode/streaming/telephony/conversation/vonage_phone_conversation.py b/vocode/streaming/telephony/conversation/vonage_phone_conversation.py index 38629f89e..faa259a6c 100644 --- a/vocode/streaming/telephony/conversation/vonage_phone_conversation.py +++ b/vocode/streaming/telephony/conversation/vonage_phone_conversation.py @@ -100,7 +100,7 @@ async def attach_ws_and_start(self, ws: WebSocket): ) ) disconnected = False - while self.active: + while self.is_active(): try: message = await ws.receive() if message["type"] == "websocket.disconnect":