diff --git a/examples/wakeword_agent_dispatch/.env.example b/examples/wakeword_agent_dispatch/.env.example new file mode 100644 index 00000000..06e40132 --- /dev/null +++ b/examples/wakeword_agent_dispatch/.env.example @@ -0,0 +1,31 @@ +# xAI Grok Voice Agent API (see https://docs.livekit.io/agents/models/realtime/plugins/xai/) +XAI_API_KEY= + +# Optional: voice (Ara, Eve, Leo, Rex, Sal) and model override +# LIVEKIT_AGENT_XAI_VOICE=Ara +# LIVEKIT_AGENT_XAI_MODEL=grok-voice-fast-1.0 + +# LiveKit connection settings +LIVEKIT_URL=wss://your-project.livekit.cloud +LIVEKIT_API_KEY= +LIVEKIT_API_SECRET= + +# Example room and named agent dispatch settings +LIVEKIT_ROOM=wakeword-preconnect +LIVEKIT_AGENT_NAME=test-agent +LIVEKIT_AGENT_METADATA= + +# Optional PortAudio device indices. Leave blank to use system defaults. +LIVEKIT_AUDIO_INPUT_DEVICE= +LIVEKIT_AUDIO_OUTPUT_DEVICE= + +# Wake word model settings +LIVEKIT_WAKEWORD_MODEL=./models/hey_livekit.onnx +LIVEKIT_WAKEWORD_NAME=hey_livekit +LIVEKIT_WAKEWORD_THRESHOLD=0.5 +LIVEKIT_WAKEWORD_PREROLL_SECONDS=2.0 +LIVEKIT_PRECONNECT_BUFFER_SECONDS=10.0 +LIVEKIT_AGENT_WAIT_TIMEOUT=30.0 + +# Debug directory to write preconnect buffer WAV files +LIVEKIT_PRECONNECT_DEBUG_WAV=./debug \ No newline at end of file diff --git a/examples/wakeword_agent_dispatch/README.md b/examples/wakeword_agent_dispatch/README.md new file mode 100644 index 00000000..1b7de2fb --- /dev/null +++ b/examples/wakeword_agent_dispatch/README.md @@ -0,0 +1,87 @@ +# Wake Word Agent Dispatch Example + +This example keeps a local microphone track published from launch, listens for a wake word on +that same microphone stream, dispatches a named LiveKit agent, and sends the pre-connect audio +buffer to the first active agent participant. A companion `agent.py` provides a minimal voice +assistant that ends its session when the user says `bye bye`. + +The example also keeps a short local preroll buffer so the pre-connect payload includes the wake +word audio spoken before `LocalAudioTrack.start_preconnect_buffer()` could be called. + +## Requirements + +- Python 3.11 or newer +- A microphone +- A LiveKit project with an agent registered using `agent_name` +- A wake word ONNX model, such as `hey_livekit.onnx` + +Install the example dependencies from this directory: + +```bash +cd examples/wakeword_agent_dispatch +uv sync --python 3.11 +``` + +On macOS, `sounddevice` may require PortAudio: + +```bash +brew install portaudio +``` + +On Ubuntu or Debian: + +```bash +sudo apt install portaudio19-dev +``` + +## Configuration + +Set your LiveKit credentials and point the example at your wake word model: + +```bash +export LIVEKIT_URL="wss://your-project.livekit.cloud" +export LIVEKIT_API_KEY="..." +export LIVEKIT_API_SECRET="..." +export LIVEKIT_ROOM="wakeword-preconnect" +export LIVEKIT_AGENT_NAME="test-agent" +export LIVEKIT_WAKEWORD_MODEL="./models/hey_livekit.onnx" +``` + +Optional settings: + +```bash +export LIVEKIT_WAKEWORD_NAME="hey_livekit" +export LIVEKIT_WAKEWORD_THRESHOLD="0.5" +export LIVEKIT_WAKEWORD_PREROLL_SECONDS="2.0" +export LIVEKIT_PRECONNECT_BUFFER_SECONDS="10.0" +export LIVEKIT_AGENT_METADATA="" +export LIVEKIT_AGENT_WAIT_TIMEOUT="30.0" +export LIVEKIT_AGENT_JOIN_DELAY_SECONDS="2.0" +export LIVEKIT_AGENT_STT_MODEL="deepgram/nova-3" +export LIVEKIT_AGENT_LLM_MODEL="openai/gpt-4o-mini" +export LIVEKIT_AGENT_TTS_MODEL="cartesia/sonic-2" +``` + +## Run + +Start the named agent in one process: + +```bash +uv run python agent.py dev +``` + +Then start the wake word client in another process: + +```bash +uv run python wakeword_agent_dispatch.py +``` + +The script connects to LiveKit, publishes the microphone track immediately, and waits for the +wake word. After detection, it dispatches `LIVEKIT_AGENT_NAME`, waits for an active agent +participant, sends the buffered wake word audio to that participant, and disables wake word +detection while the agent is active. When the agent ends its session, for example after the user +says `bye bye`, the client clears the pre-connect buffer and local audio state before returning +to idle wake word detection. + +For testing the pre-connect buffer, `agent.py` waits `LIVEKIT_AGENT_JOIN_DELAY_SECONDS` seconds +before starting the room session. Set it to `0` to remove the artificial delay. diff --git a/examples/wakeword_agent_dispatch/agent.py b/examples/wakeword_agent_dispatch/agent.py new file mode 100644 index 00000000..21a256c4 --- /dev/null +++ b/examples/wakeword_agent_dispatch/agent.py @@ -0,0 +1,104 @@ +from __future__ import annotations + +import asyncio +import logging +import os + +from dotenv import find_dotenv, load_dotenv +from livekit.agents import ( + Agent, + AgentSession, + JobContext, + RunContext, + WorkerOptions, + cli, + function_tool, + room_io, +) +from livekit.plugins import xai + +logger = logging.getLogger("wakeword-agent") + + +def _xai_realtime_model() -> xai.realtime.RealtimeModel: + """Grok Voice Agent API (OpenAI Realtime–compatible) end-to-end voice model.""" + voice = os.getenv("LIVEKIT_AGENT_XAI_VOICE", "Ara") + model = os.getenv("LIVEKIT_AGENT_XAI_MODEL", "").strip() + if model: + return xai.realtime.RealtimeModel(model=model, voice=voice) + return xai.realtime.RealtimeModel(voice=voice) + + +class BasicAssistant(Agent): + def __init__(self) -> None: + super().__init__( + instructions=( + "You are a brief, friendly voice assistant. Answer in one or two " + "sentences unless the user asks for more detail. When the user says " + "'bye livekit' or otherwise clearly asks to end the conversation, call " + "the end_session tool immediately." + ), + llm=_xai_realtime_model(), + ) + + @function_tool(name="end_session") + async def end_session(self, ctx: RunContext) -> None: + """ + End the current voice session when the user says "bye livekit". + + This is the final action for the conversation. Use it only when the user + clearly says "bye livekit" or otherwise asks to end the session. + """ + logger.info("ending agent session after user goodbye") + ctx.session.say("Bye, see you next time.", allow_interruptions=False) + ctx.session.shutdown() + + +async def entrypoint(ctx: JobContext) -> None: + session = AgentSession() + closed = asyncio.get_running_loop().create_future() + pre_connect_audio_timeout = float( + os.getenv("LIVEKIT_AGENT_PRECONNECT_AUDIO_TIMEOUT_SECONDS", "10.0") + ) + + @session.on("close") + def _on_close(_) -> None: + if not closed.done(): + closed.set_result(None) + + @session.on("user_input_transcribed") + def _on_user_input_transcribed(ev) -> None: + logger.info( + "user transcript%s: %s", + " final" if ev.is_final else "", + ev.transcript or "", + ) + + @session.on("conversation_item_added") + def _on_conversation_item_added(ev) -> None: + logger.info("conversation item added: %s", ev.item) + + await session.start( + agent=BasicAssistant(), + room=ctx.room, + room_options=room_io.RoomOptions( + audio_input=room_io.AudioInputOptions( + pre_connect_audio=True, + pre_connect_audio_timeout=pre_connect_audio_timeout, + ), + ), + ) + await closed + ctx.shutdown("agent session ended") + + +if __name__ == "__main__": + logging.basicConfig(level=logging.INFO) + load_dotenv(find_dotenv()) + + cli.run_app( + WorkerOptions( + entrypoint_fnc=entrypoint, + agent_name=os.getenv("LIVEKIT_AGENT_NAME", "test-agent"), + ) + ) diff --git a/examples/wakeword_agent_dispatch/client.py b/examples/wakeword_agent_dispatch/client.py new file mode 100644 index 00000000..e7898cd2 --- /dev/null +++ b/examples/wakeword_agent_dispatch/client.py @@ -0,0 +1,793 @@ +from __future__ import annotations + +import asyncio +import contextlib +import datetime +import logging +import os +import signal +import wave +from collections import deque +from dataclasses import dataclass +from enum import Enum +from pathlib import Path +from typing import Any, Deque, Optional + +import numpy as np +from dotenv import find_dotenv, load_dotenv +from livekit import api, rtc + +SAMPLE_RATE = 48_000 +NUM_CHANNELS = 1 +WAKEWORD_SAMPLE_RATE = 16_000 +WAKEWORD_WINDOW_SAMPLES = 2 * WAKEWORD_SAMPLE_RATE +OUTPUT_SAMPLE_RATE = 48_000 +OUTPUT_FRAME_SAMPLES = 480 # 10 ms at 48 kHz +PRE_CONNECT_AUDIO_BUFFER_TOPIC = "lk.agent.pre-connect-audio-buffer" + +logger = logging.getLogger("wakeword-agent-dispatch") + + +@dataclass(frozen=True) +class Config: + url: str + api_key: str + api_secret: str + room_name: str + agent_name: str + wakeword_model: Path + wakeword_name: Optional[str] + wakeword_threshold: float + wakeword_preroll_seconds: float + preconnect_buffer_seconds: float + preconnect_debug_wav: Path | None + agent_metadata: str + agent_wait_timeout: float + audio_input_device: int | None + audio_output_device: int | None + + @staticmethod + def from_env() -> "Config": + url = os.getenv("LIVEKIT_URL") + api_key = os.getenv("LIVEKIT_API_KEY") + api_secret = os.getenv("LIVEKIT_API_SECRET") + if not url or not api_key or not api_secret: + raise RuntimeError( + "LIVEKIT_URL, LIVEKIT_API_KEY, and LIVEKIT_API_SECRET must be set" + ) + + return Config( + url=url, + api_key=api_key, + api_secret=api_secret, + room_name=os.getenv("LIVEKIT_ROOM", "wakeword-preconnect"), + agent_name=os.getenv("LIVEKIT_AGENT_NAME", "test-agent"), + wakeword_model=Path( + os.getenv("LIVEKIT_WAKEWORD_MODEL", "./models/hey_livekit.onnx") + ), + wakeword_name=os.getenv("LIVEKIT_WAKEWORD_NAME"), + wakeword_threshold=float(os.getenv("LIVEKIT_WAKEWORD_THRESHOLD", "0.5")), + wakeword_preroll_seconds=float( + os.getenv("LIVEKIT_WAKEWORD_PREROLL_SECONDS", "2.0") + ), + preconnect_buffer_seconds=float( + os.getenv("LIVEKIT_PRECONNECT_BUFFER_SECONDS", "10.0") + ), + preconnect_debug_wav=( + Path(debug_wav).expanduser() + if (debug_wav := os.getenv("LIVEKIT_PRECONNECT_DEBUG_WAV")) + else None + ), + agent_metadata=os.getenv("LIVEKIT_AGENT_METADATA", ""), + agent_wait_timeout=float(os.getenv("LIVEKIT_AGENT_WAIT_TIMEOUT", "30.0")), + audio_input_device=Config._optional_int_from_env( + "LIVEKIT_AUDIO_INPUT_DEVICE" + ), + audio_output_device=Config._optional_int_from_env( + "LIVEKIT_AUDIO_OUTPUT_DEVICE" + ), + ) + + @staticmethod + def _optional_int_from_env(name: str) -> int | None: + raw = os.getenv(name) + if raw is None or not raw.strip(): + return None + + try: + return int(raw) + except ValueError: + raise RuntimeError(f"{name} must be an integer device index") from None + + +def _describe_audio_device(device_index: int | None, kind: str) -> str: + import sounddevice as sd # type: ignore[import-not-found, import-untyped] + + selected_index = device_index + if selected_index is None: + default_device = sd.default.device + if isinstance(default_device, (list, tuple)): + selected_index = default_device[0 if kind == "input" else 1] + + if selected_index is None: + return "system default" + + try: + device = sd.query_devices(selected_index) + return f"{selected_index} ({device['name']})" + except Exception: + return str(selected_index) + + +@dataclass(frozen=True) +class MicChunk: + data: bytes + samples_per_channel: int + + +class PreconnectAudioBuffer: + def __init__(self, max_duration: float) -> None: + self._max_samples = self._duration_to_samples(max_duration) + self._chunks: Deque[MicChunk] = deque() + self._samples = 0 + + @staticmethod + def _duration_to_samples(duration: float) -> int: + return max(1, int(duration * SAMPLE_RATE)) + + def set_max_duration(self, max_duration: float) -> None: + self._max_samples = self._duration_to_samples(max_duration) + self._trim() + + def append(self, chunk: MicChunk) -> None: + self._chunks.append(chunk) + self._samples += chunk.samples_per_channel + self._trim() + + def _trim(self) -> None: + while self._samples > self._max_samples and len(self._chunks) > 1: + dropped = self._chunks.popleft() + self._samples -= dropped.samples_per_channel + + def capture(self) -> bytes: + data = b"".join(chunk.data for chunk in self._chunks) + self.clear() + return data + + def clear(self) -> None: + self._chunks.clear() + self._samples = 0 + + +class WakeWordAudioWindow: + def __init__(self, max_samples: int) -> None: + self._max_samples = max_samples + self._chunks: Deque[np.ndarray] = deque() + self._samples = 0 + + def append(self, samples: np.ndarray) -> None: + if samples.size == 0: + return + + samples = samples.reshape(-1) + self._chunks.append(samples) + self._samples += samples.size + + while self._samples > self._max_samples: + excess = self._samples - self._max_samples + oldest = self._chunks[0] + if oldest.size <= excess: + self._chunks.popleft() + self._samples -= oldest.size + else: + self._chunks[0] = oldest[excess:] + self._samples -= excess + + @property + def is_full(self) -> bool: + return self._samples == self._max_samples + + def samples(self) -> np.ndarray: + if len(self._chunks) == 1: + return self._chunks[0].copy() + + return np.concatenate(self._chunks) + + def clear(self) -> None: + self._chunks.clear() + self._samples = 0 + + +class ClientMode(Enum): + IDLE = "idle" + DISPATCHING = "dispatching" + IN_SESSION = "in_session" + + +@dataclass +class ClientState: + mode: ClientMode = ClientMode.IDLE + agent_identity: str | None = None + dispatch_task: asyncio.Task[str] | None = None + + +def _chunk_to_audio_frame(chunk: MicChunk) -> rtc.AudioFrame: + return rtc.AudioFrame( + data=chunk.data, + sample_rate=SAMPLE_RATE, + num_channels=NUM_CHANNELS, + samples_per_channel=chunk.samples_per_channel, + ) + + +def _put_chunk(queue: asyncio.Queue[MicChunk], chunk: MicChunk) -> None: + if queue.full(): + try: + queue.get_nowait() + except asyncio.QueueEmpty: + pass + + try: + queue.put_nowait(chunk) + except asyncio.QueueFull: + pass + + +def _is_active_agent(participant: rtc.RemoteParticipant) -> bool: + return ( + participant.kind == rtc.ParticipantKind.PARTICIPANT_KIND_AGENT + and participant.state == rtc.ParticipantState.PARTICIPANT_STATE_ACTIVE + ) + + +async def _wait_for_active_agent(room: rtc.Room, timeout: float) -> rtc.RemoteParticipant: + for participant in room.remote_participants.values(): + if _is_active_agent(participant): + return participant + + loop = asyncio.get_running_loop() + future: asyncio.Future[rtc.RemoteParticipant] = loop.create_future() + + def _on_participant_active(participant: rtc.RemoteParticipant) -> None: + if _is_active_agent(participant) and not future.done(): + future.set_result(participant) + + room.on("participant_active", _on_participant_active) + try: + return await asyncio.wait_for(future, timeout=timeout) + finally: + room.off("participant_active", _on_participant_active) + + +def _preconnect_debug_wav_path(path: Path) -> Path: + if path.suffix.lower() == ".wav": + return path + + timestamp = datetime.datetime.now().strftime("%Y%m%d-%H%M%S-%f") + return path / f"preconnect-buffer-{timestamp}.wav" + + +def _write_preconnect_debug_wav( + path: Path, + pcm_data: bytes, + *, + sample_rate: int, + num_channels: int, +) -> Path: + output_path = _preconnect_debug_wav_path(path) + output_path.parent.mkdir(parents=True, exist_ok=True) + + with wave.open(str(output_path), "wb") as wav_file: + wav_file.setnchannels(num_channels) + wav_file.setsampwidth(2) + wav_file.setframerate(sample_rate) + wav_file.writeframes(pcm_data) + + return output_path + + +async def _send_preconnect_buffer( + track: rtc.LocalAudioTrack, + audio_queue: asyncio.Queue[MicChunk], + preconnect_buffer: PreconnectAudioBuffer, + *, + destination_identity: str, + debug_wav: Path | None, +) -> None: + participant = getattr(track, "_participant", None) + if participant is None: + raise RuntimeError("track is not published") + + source = getattr(track, "_source", None) + if source is None: + raise RuntimeError("track has no audio source") + + async with track._send_lock: + drained = _drain_audio_queue_to_buffer(audio_queue, preconnect_buffer) + if drained: + logger.info("included %d queued audio chunks in pre-connect buffer", drained) + + data = preconnect_buffer.capture() + if not data: + return + + if debug_wav is not None: + output_path = _write_preconnect_debug_wav( + debug_wav, + data, + sample_rate=source.sample_rate, + num_channels=source.num_channels, + ) + duration = len(data) / (source.sample_rate * source.num_channels * 2) + logger.info( + "wrote pre-connect buffer debug WAV %s (%.2fs, %d bytes)", + output_path, + duration, + len(data), + ) + + writer = await participant.stream_bytes( + "preconnect-buffer", + topic=PRE_CONNECT_AUDIO_BUFFER_TOPIC, + mime_type="application/octet-stream", + destination_identities=[destination_identity], + attributes={ + "trackId": track._publication_sid or track.sid, + "sampleRate": str(source.sample_rate), + "channels": str(source.num_channels), + }, + ) + + await writer.write(data) + await writer.aclose() + + +async def _dispatch_agent_and_send_buffer( + lkapi: api.LiveKitAPI, + room: rtc.Room, + track: rtc.LocalAudioTrack, + audio_queue: asyncio.Queue[MicChunk], + preconnect_buffer: PreconnectAudioBuffer, + config: Config, +) -> str: + dispatch = await lkapi.agent_dispatch.create_dispatch( + api.CreateAgentDispatchRequest( + agent_name=config.agent_name, + room=config.room_name, + metadata=config.agent_metadata, + ) + ) + logger.info("created dispatch %s for agent %s", dispatch.id, config.agent_name) + + agent = await _wait_for_active_agent(room, timeout=config.agent_wait_timeout) + logger.info("agent participant %s is active; sending buffered audio", agent.identity) + await _send_preconnect_buffer( + track, + audio_queue, + preconnect_buffer, + destination_identity=agent.identity, + debug_wav=config.preconnect_debug_wav, + ) + logger.info("sent pre-connect buffer to %s", agent.identity) + return agent.identity + + +def _drain_audio_queue(audio_queue: asyncio.Queue[MicChunk]) -> int: + drained = 0 + while True: + try: + audio_queue.get_nowait() + drained += 1 + except asyncio.QueueEmpty: + return drained + + +def _drain_audio_queue_to_buffer( + audio_queue: asyncio.Queue[MicChunk], + preconnect_buffer: PreconnectAudioBuffer, +) -> int: + drained = 0 + while True: + try: + chunk = audio_queue.get_nowait() + except asyncio.QueueEmpty: + return drained + preconnect_buffer.append(chunk) + drained += 1 + + +async def _wait_mic_chunk_or_shutdown( + audio_queue: asyncio.Queue[MicChunk], + shutdown: asyncio.Event, +) -> MicChunk | None: + """Return the next mic chunk, or None when shutdown was requested.""" + if shutdown.is_set(): + return None + get_chunk = asyncio.create_task(audio_queue.get()) + wait_shutdown = asyncio.create_task(shutdown.wait()) + done, pending = await asyncio.wait( + {get_chunk, wait_shutdown}, + return_when=asyncio.FIRST_COMPLETED, + ) + for task in pending: + task.cancel() + with contextlib.suppress(asyncio.CancelledError): + await task + if wait_shutdown in done: + return None + return get_chunk.result() + + +def _reset_wakeword_model(model: Any) -> None: + reset = getattr(model, "reset", None) + if callable(reset): + reset() + + +async def _monitor_mic_track( + track: rtc.LocalAudioTrack, + audio_queue: asyncio.Queue[MicChunk], +) -> None: + audio_stream = rtc.AudioStream( + track=track, + sample_rate=SAMPLE_RATE, + num_channels=NUM_CHANNELS, + frame_size_ms=10, + ) + try: + async for event in audio_stream: + frame = event.frame + _put_chunk( + audio_queue, + MicChunk( + data=frame.data.tobytes(), + samples_per_channel=frame.samples_per_channel, + ), + ) + finally: + await audio_stream.aclose() + + +async def _run_audio_loop( + audio_queue: asyncio.Queue[MicChunk], + model: Any, + source: rtc.AudioSource, + track: rtc.LocalAudioTrack, + room: rtc.Room, + lkapi: api.LiveKitAPI, + config: Config, + shutdown: asyncio.Event, +) -> None: + preconnect_buffer = PreconnectAudioBuffer(config.wakeword_preroll_seconds) + wakeword_window = WakeWordAudioWindow(WAKEWORD_WINDOW_SAMPLES) + wakeword_resampler = rtc.AudioResampler(SAMPLE_RATE, WAKEWORD_SAMPLE_RATE) + state = ClientState() + + def _reset_to_idle(reason: str, *, cancel_dispatch: bool = True) -> None: + nonlocal wakeword_resampler + + if cancel_dispatch and state.dispatch_task and not state.dispatch_task.done(): + state.dispatch_task.cancel() + + state.dispatch_task = None + state.agent_identity = None + state.mode = ClientMode.IDLE + source.clear_queue() + preconnect_buffer.set_max_duration(config.wakeword_preroll_seconds) + preconnect_buffer.clear() + wakeword_window.clear() + wakeword_resampler = rtc.AudioResampler(SAMPLE_RATE, WAKEWORD_SAMPLE_RATE) + drained = _drain_audio_queue(audio_queue) + _reset_wakeword_model(model) + logger.info( + "reset to idle mode after %s; dropped %d queued audio chunks", + reason, + drained, + ) + + def _on_participant_active(participant: rtc.RemoteParticipant) -> None: + if not _is_active_agent(participant): + return + + if state.mode == ClientMode.IDLE: + state.mode = ClientMode.IN_SESSION + state.agent_identity = participant.identity + logger.info( + "agent participant %s is active; wake word detection disabled", + participant.identity, + ) + + def _on_participant_disconnected(participant: rtc.RemoteParticipant) -> None: + if participant.kind != rtc.ParticipantKind.PARTICIPANT_KIND_AGENT: + return + + if ( + state.mode == ClientMode.IN_SESSION + and state.agent_identity == participant.identity + ): + logger.info("agent participant %s disconnected", participant.identity) + _reset_to_idle("agent session ended") + + def _on_dispatch_done(task: asyncio.Task[str]) -> None: + if state.dispatch_task is task: + state.dispatch_task = None + + if task.cancelled(): + return + + try: + agent_identity = task.result() + except Exception: + logger.exception("agent dispatch or pre-connect buffer send failed") + _reset_to_idle("dispatch failed", cancel_dispatch=False) + return + + agent = room.remote_participants.get(agent_identity) + if agent is None: + _reset_to_idle("agent left before session could start", cancel_dispatch=False) + return + + state.mode = ClientMode.IN_SESSION + state.agent_identity = agent_identity + logger.info( + "agent session is active for %s; wake word detection remains disabled", + agent_identity, + ) + + logger.info("listening for wake word using %s", config.wakeword_model) + + room.on("participant_active", _on_participant_active) + room.on("participant_disconnected", _on_participant_disconnected) + for participant in room.remote_participants.values(): + _on_participant_active(participant) + + try: + while True: + chunk = await _wait_mic_chunk_or_shutdown(audio_queue, shutdown) + if chunk is None: + logger.info("audio loop stopping (shutdown requested)") + break + + if state.mode in (ClientMode.IDLE, ClientMode.DISPATCHING): + preconnect_buffer.append(chunk) + + if state.mode == ClientMode.IDLE: + for wakeword_frame in wakeword_resampler.push(_chunk_to_audio_frame(chunk)): + samples = np.frombuffer(wakeword_frame.data, dtype=np.int16) + wakeword_window.append(samples) + if not wakeword_window.is_full: + continue + + scores = model.predict(wakeword_window.samples()) + if not scores: + continue + + wakeword_name = config.wakeword_name or next(iter(scores)) + confidence = float(scores.get(wakeword_name, 0.0)) + + if confidence >= config.wakeword_threshold: + state.mode = ClientMode.DISPATCHING + logger.info( + "detected %s with confidence %.2f; wake word detection disabled", + wakeword_name, + confidence, + ) + + # Keep one ordered buffer from the monitor stream so the wakeword + # preroll and dispatch audio do not cross timing domains. + preconnect_buffer.set_max_duration(config.preconnect_buffer_seconds) + + state.dispatch_task = asyncio.create_task( + _dispatch_agent_and_send_buffer( + lkapi, + room, + track, + audio_queue, + preconnect_buffer, + config, + ) + ) + state.dispatch_task.add_done_callback(_on_dispatch_done) + finally: + room.off("participant_active", _on_participant_active) + room.off("participant_disconnected", _on_participant_disconnected) + _reset_to_idle("audio loop stopped") + + +async def main() -> None: + logging.basicConfig( + level=logging.INFO, + format="%(asctime)s.%(msecs)03d %(levelname)s %(name)s %(message)s", + datefmt="%H:%M:%S", + ) + load_dotenv(find_dotenv()) + + config = Config.from_env() + if not config.wakeword_model.exists(): + raise RuntimeError(f"wake word model not found: {config.wakeword_model}") + + from livekit.wakeword import WakeWordModel + + shutdown_event = asyncio.Event() + + model = WakeWordModel(models=[str(config.wakeword_model)]) + audio_queue: asyncio.Queue[MicChunk] = asyncio.Queue(maxsize=100) + devices = rtc.MediaDevices( + input_sample_rate=SAMPLE_RATE, + output_sample_rate=OUTPUT_SAMPLE_RATE, + num_channels=NUM_CHANNELS, + blocksize=OUTPUT_FRAME_SAMPLES, + ) + logger.info( + "using audio devices input=%s output=%s", + _describe_audio_device(config.audio_input_device, "input"), + _describe_audio_device(config.audio_output_device, "output"), + ) + mic = devices.open_input( + enable_aec=True, + input_device=config.audio_input_device, + ) + player = devices.open_output(output_device=config.audio_output_device) + room = rtc.Room() + lkapi = api.LiveKitAPI(config.url, config.api_key, config.api_secret) + background_tasks: set[asyncio.Task[None]] = set() + + def _create_background_task(coro) -> None: + task = asyncio.create_task(coro) + background_tasks.add(task) + task.add_done_callback(background_tasks.discard) + + async def _log_transcription_stream( + reader: rtc.TextStreamReader, + participant_identity: str, + ) -> None: + chunks: list[str] = [] + try: + async for chunk in reader: + chunks.append(chunk) + logger.info( + "transcription chunk from %s: %s", + participant_identity, + chunk, + ) + + transcript = "".join(chunks).strip() + logger.info( + "transcription stream from %s complete: %s attributes=%s", + participant_identity, + transcript or "", + reader.info.attributes, + ) + except asyncio.CancelledError: + raise + except Exception: + logger.exception( + "failed to read transcription stream from %s", + participant_identity, + ) + + def _on_transcription_stream( + reader: rtc.TextStreamReader, + participant_identity: str, + ) -> None: + _create_background_task( + _log_transcription_stream(reader, participant_identity) + ) + + def _maybe_play_agent_track( + track: rtc.Track, + participant: rtc.RemoteParticipant, + ) -> None: + if ( + track.kind != rtc.TrackKind.KIND_AUDIO + or participant.kind != rtc.ParticipantKind.PARTICIPANT_KIND_AGENT + ): + return + + _create_background_task(player.add_track(track)) + logger.info( + "playing agent audio track %s from %s", + track.sid, + participant.identity, + ) + + def _on_track_subscribed( + track: rtc.Track, + publication: rtc.RemoteTrackPublication, + participant: rtc.RemoteParticipant, + ) -> None: + _maybe_play_agent_track(track, participant) + + def _on_track_unsubscribed( + track: rtc.Track, + publication: rtc.RemoteTrackPublication, + participant: rtc.RemoteParticipant, + ) -> None: + _create_background_task(player.remove_track(track)) + logger.info( + "stopped playing audio track %s from %s", + track.sid, + participant.identity, + ) + + room.on("track_subscribed", _on_track_subscribed) + room.on("track_unsubscribed", _on_track_unsubscribed) + room.register_text_stream_handler("lk.transcription", _on_transcription_stream) + + token = ( + api.AccessToken(config.api_key, config.api_secret) + .with_identity("wakeword-client") + .with_name("Wake Word Client") + .with_grants(api.VideoGrants(room_join=True, room=config.room_name)) + .to_jwt() + ) + + loop = asyncio.get_running_loop() + signal_handlers_registered = False + + def _request_shutdown() -> None: + if not shutdown_event.is_set(): + logger.info("shutdown requested; stopping wake word client…") + shutdown_event.set() + + try: + await room.connect(config.url, token) + logger.info("connected to room %s", room.name) + + try: + for sig in (signal.SIGINT, signal.SIGTERM): + loop.add_signal_handler(sig, _request_shutdown) + signal_handlers_registered = True + except (NotImplementedError, RuntimeError): + # Some platforms (e.g. Windows) may not support signal handlers on the event loop. + pass + + track = rtc.LocalAudioTrack.create_audio_track("wakeword-mic", mic.source) + + options = rtc.TrackPublishOptions() + options.source = rtc.TrackSource.SOURCE_MICROPHONE + options.preconnect_buffer = True + publication = await room.local_participant.publish_track(track, options) + logger.info("published microphone track %s", publication.sid) + + await player.start() + _create_background_task(_monitor_mic_track(track, audio_queue)) + + await _run_audio_loop( + audio_queue, + model, + mic.source, + track, + room, + lkapi, + config, + shutdown_event, + ) + finally: + if signal_handlers_registered: + for sig in (signal.SIGINT, signal.SIGTERM): + with contextlib.suppress(Exception): + loop.remove_signal_handler(sig) + + for task in list(background_tasks): + task.cancel() + for task in list(background_tasks): + with contextlib.suppress(asyncio.CancelledError): + await task + + # Close playback before capture so PortAudio + AEC reverse path tear down cleanly. + with contextlib.suppress(Exception): + await player.aclose() + with contextlib.suppress(Exception): + await mic.aclose() + + room.unregister_text_stream_handler("lk.transcription") + await lkapi.aclose() + await room.disconnect() + + +if __name__ == "__main__": + try: + asyncio.run(main()) + except KeyboardInterrupt: + pass diff --git a/examples/wakeword_agent_dispatch/models/hey_livekit.onnx b/examples/wakeword_agent_dispatch/models/hey_livekit.onnx new file mode 100644 index 00000000..22b15625 Binary files /dev/null and b/examples/wakeword_agent_dispatch/models/hey_livekit.onnx differ diff --git a/examples/wakeword_agent_dispatch/pyproject.toml b/examples/wakeword_agent_dispatch/pyproject.toml new file mode 100644 index 00000000..3e7c9923 --- /dev/null +++ b/examples/wakeword_agent_dispatch/pyproject.toml @@ -0,0 +1,19 @@ +[project] +name = "wakeword-agent-dispatch-example" +version = "0.1.0" +description = "Wake word-triggered LiveKit agent dispatch with pre-connect audio buffering" +requires-python = ">=3.11" +dependencies = [ + "livekit", + "livekit-agents[xai]>=1.3.0", + "livekit-api", + "livekit-protocol", + "livekit-wakeword>=0.1.1", + "python-dotenv>=1.0.0", + "sounddevice>=0.4.6", +] + +[tool.uv.sources] +livekit = { path = "../../livekit-rtc", editable = true } +livekit-api = { path = "../../livekit-api", editable = true } +livekit-protocol = { path = "../../livekit-protocol", editable = true } diff --git a/examples/wakeword_agent_dispatch/uv.lock b/examples/wakeword_agent_dispatch/uv.lock new file mode 100644 index 00000000..7b462eee --- /dev/null +++ b/examples/wakeword_agent_dispatch/uv.lock @@ -0,0 +1,2132 @@ +version = 1 +revision = 2 +requires-python = ">=3.11" 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"NoiseCancellationOptions", diff --git a/livekit-rtc/livekit/rtc/audio_ring_buffer.py b/livekit-rtc/livekit/rtc/audio_ring_buffer.py new file mode 100644 index 00000000..a2532208 --- /dev/null +++ b/livekit-rtc/livekit/rtc/audio_ring_buffer.py @@ -0,0 +1,81 @@ +from __future__ import annotations + +import threading + +from .audio_frame import AudioFrame + + +class AudioRingBuffer: + """Pre-allocated circular buffer for raw PCM audio data. + + Stores int16 PCM samples in a fixed-size bytearray. Push is zero-allocation. + """ + + def __init__(self, max_duration: float, sample_rate: int, num_channels: int) -> None: + self._sample_rate = sample_rate + self._num_channels = num_channels + self._bytes_per_second = sample_rate * num_channels * 2 # int16 + self._max_bytes = int(max_duration * self._bytes_per_second) + if self._max_bytes <= 0: + raise ValueError("max_duration must be positive") + + self._buf = bytearray(self._max_bytes) + self._write_pos = 0 + self._size = 0 + self._lock = threading.Lock() + + @property + def duration(self) -> float: + with self._lock: + return self._size / self._bytes_per_second + + @property + def max_duration(self) -> float: + return self._max_bytes / self._bytes_per_second + + def push(self, frame: AudioFrame) -> None: + data = frame.data.cast("b") + n = len(data) + if n == 0: + return + + with self._lock: + if n >= self._max_bytes: + # frame larger than buffer — keep only the tail + self._buf[:] = data[n - self._max_bytes :] + self._write_pos = 0 + self._size = self._max_bytes + return + + end = self._write_pos + n + if end <= self._max_bytes: + self._buf[self._write_pos : end] = data + else: + first = self._max_bytes - self._write_pos + self._buf[self._write_pos : self._max_bytes] = data[:first] + self._buf[: n - first] = data[first:] + + self._write_pos = end % self._max_bytes + self._size = min(self._size + n, self._max_bytes) + + def capture(self) -> bytes: + """Snapshot the buffer contents and reset. Returns raw PCM bytes.""" + with self._lock: + if self._size == 0: + return b"" + + read_pos = (self._write_pos - self._size) % self._max_bytes + if read_pos + self._size <= self._max_bytes: + data = bytes(self._buf[read_pos : read_pos + self._size]) + else: + first = self._max_bytes - read_pos + data = bytes(self._buf[read_pos:]) + bytes(self._buf[: self._size - first]) + + self._write_pos = 0 + self._size = 0 + return data + + def clear(self) -> None: + with self._lock: + self._write_pos = 0 + self._size = 0 diff --git a/livekit-rtc/livekit/rtc/audio_source.py b/livekit-rtc/livekit/rtc/audio_source.py index 63cc1a5d..c592ed77 100644 --- a/livekit-rtc/livekit/rtc/audio_source.py +++ b/livekit-rtc/livekit/rtc/audio_source.py @@ -16,12 +16,16 @@ import time import asyncio +from typing import TYPE_CHECKING from ._ffi_client import FfiHandle, FfiClient from ._proto import audio_frame_pb2 as proto_audio_frame from ._proto import ffi_pb2 as proto_ffi from .audio_frame import AudioFrame +if TYPE_CHECKING: + from .audio_ring_buffer import AudioRingBuffer + class AudioSource: """ @@ -69,6 +73,7 @@ def __init__( self._q_size = 0.0 self._join_handle: asyncio.TimerHandle | None = None self._join_fut: asyncio.Future[None] | None = None + self._preconnect_buffer: AudioRingBuffer | None = None @property def sample_rate(self) -> int: @@ -119,6 +124,9 @@ async def capture_frame(self, frame: AudioFrame) -> None: if frame.samples_per_channel == 0 or self._ffi_handle.disposed: return + if self._preconnect_buffer is not None: + self._preconnect_buffer.push(frame) + now = time.monotonic() elapsed = 0.0 if self._last_capture == 0.0 else now - self._last_capture self._q_size += frame.samples_per_channel / self.sample_rate - elapsed @@ -162,6 +170,9 @@ async def wait_for_playout(self) -> None: await asyncio.shield(self._join_fut) + def _set_preconnect_buffer(self, buf: AudioRingBuffer | None) -> None: + self._preconnect_buffer = buf + def _release_waiter(self) -> None: if self._join_fut is None: return # could be None when clear_queue is called diff --git a/livekit-rtc/livekit/rtc/media_devices.py b/livekit-rtc/livekit/rtc/media_devices.py index 4958a9de..07cc5e75 100644 --- a/livekit-rtc/livekit/rtc/media_devices.py +++ b/livekit-rtc/livekit/rtc/media_devices.py @@ -493,6 +493,21 @@ def open_input( # Queue from callback to async task q: asyncio.Queue[AudioFrame] = asyncio.Queue(maxsize=queue_capacity) + def _enqueue_frame(frame: AudioFrame) -> None: + try: + q.put_nowait(frame) + except asyncio.QueueFull: + # Capture must never surface QueueFull on the event loop thread. + # Drop the oldest frame so the published mic stays close to realtime. + try: + q.get_nowait() + except asyncio.QueueEmpty: + return + try: + q.put_nowait(frame) + except asyncio.QueueFull: + pass + def _input_callback( indata: np.ndarray, frame_count: int, time_info: Any, status: Any ) -> None: @@ -532,9 +547,7 @@ def _input_callback( # Continue even if APM processing fails pass try: - # Non-blocking: drop if full - if not q.full(): - loop.call_soon_threadsafe(q.put_nowait, frame) + loop.call_soon_threadsafe(_enqueue_frame, frame) except Exception: pass diff --git a/livekit-rtc/livekit/rtc/participant.py b/livekit-rtc/livekit/rtc/participant.py index 150477d5..d6a80a33 100644 --- a/livekit-rtc/livekit/rtc/participant.py +++ b/livekit-rtc/livekit/rtc/participant.py @@ -20,7 +20,7 @@ import os import mimetypes import aiofiles -from typing import List, Union, Callable, Dict, Awaitable, Optional, Mapping, cast, TypeVar +from typing import TYPE_CHECKING, List, Union, Callable, Dict, Awaitable, Optional, Mapping, cast, TypeVar from abc import abstractmethod, ABC from ._ffi_client import FfiClient, FfiHandle @@ -36,7 +36,7 @@ ParticipantTrackPermission, ) from ._utils import BroadcastQueue -from .track import LocalTrack +from .track import LocalAudioTrack, LocalTrack from .track_publication import ( LocalTrackPublication, RemoteTrackPublication, @@ -57,6 +57,9 @@ from .data_track import LocalDataTrack from ._proto import data_track_pb2 as proto_data_track +if TYPE_CHECKING: + from .room import Room + class PublishTrackError(Exception): def __init__(self, message: str) -> None: @@ -189,6 +192,7 @@ def __init__( self._room_queue = room_queue self._track_publications: dict[str, LocalTrackPublication] = {} # type: ignore self._rpc_handlers: Dict[str, RpcHandler] = {} + self._room: Room | None = None @property def track_publications(self) -> Mapping[str, LocalTrackPublication]: @@ -728,7 +732,11 @@ async def publish_data_track( return LocalDataTrack(cb.publish_data_track.track) async def publish_track( - self, track: LocalTrack, options: TrackPublishOptions = TrackPublishOptions() + self, + track: LocalTrack, + options: TrackPublishOptions = TrackPublishOptions(), + *, + preconnect_buffer_auto_send_to: str | None = None, ) -> LocalTrackPublication: """ Publish a local track to the room. @@ -736,6 +744,8 @@ async def publish_track( Args: track (LocalTrack): The track to publish. options (TrackPublishOptions, optional): Options for publishing the track. + preconnect_buffer_auto_send_to (str, optional): If set, automatically sends the + preconnect buffer when a participant with this identity becomes active. Returns: LocalTrackPublication: The publication of the published track. @@ -763,11 +773,67 @@ async def publish_track( track._info.sid = track_publication.sid self._track_publications[track_publication.sid] = track_publication + if isinstance(track, LocalAudioTrack): + track._participant = self + track._publication_sid = track_publication.sid + + if preconnect_buffer_auto_send_to: + if track.has_preconnect_buffer: + self._setup_preconnect_auto_send( + track, preconnect_buffer_auto_send_to + ) + else: + logger.warning( + "preconnect_buffer_auto_send_to set but no preconnect buffer " + "is active — call track.start_preconnect_buffer() first" + ) + queue.task_done() return track_publication finally: self._room_queue.unsubscribe(queue) + def _setup_preconnect_auto_send( + self, track: LocalAudioTrack, target_identity: str + ) -> None: + room = self._room + if room is None: + return + + def _send_buffer(participant: RemoteParticipant) -> None: + if not track.has_preconnect_buffer: + return + + task = asyncio.create_task( + track.send_preconnect_buffer(destination_identity=participant.identity) + ) + + def _on_done(task: asyncio.Task[None]) -> None: + try: + task.result() + except Exception: + logger.exception("failed to auto-send preconnect buffer") + + task.add_done_callback(_on_done) + + def _on_participant_active(participant: RemoteParticipant) -> None: + if participant.identity != target_identity: + return + if not track.has_preconnect_buffer: + return + room.off("participant_active", _on_participant_active) + _send_buffer(participant) + + participant = room.remote_participants.get(target_identity) + if ( + participant is not None + and participant.state == proto_participant.PARTICIPANT_STATE_ACTIVE + ): + _send_buffer(participant) + return + + room.on("participant_active", _on_participant_active) + async def unpublish_track(self, track_sid: str) -> None: """ Unpublish a track from the room. diff --git a/livekit-rtc/livekit/rtc/room.py b/livekit-rtc/livekit/rtc/room.py index 7fd778ae..f1ff3ae8 100644 --- a/livekit-rtc/livekit/rtc/room.py +++ b/livekit-rtc/livekit/rtc/room.py @@ -525,6 +525,7 @@ def on_participant_connected(participant): self._local_participant = LocalParticipant( self._room_queue, cb.connect.result.local_participant ) + self._local_participant._room = self for pt in cb.connect.result.participants: rp = self._create_remote_participant(pt.participant) diff --git a/livekit-rtc/livekit/rtc/track.py b/livekit-rtc/livekit/rtc/track.py index 8a6fe692..11b76f26 100644 --- a/livekit-rtc/livekit/rtc/track.py +++ b/livekit-rtc/livekit/rtc/track.py @@ -12,16 +12,24 @@ # See the License for the specific language governing permissions and # limitations under the License. +from __future__ import annotations + +import asyncio from typing import TYPE_CHECKING, List, Union + from ._ffi_client import FfiHandle, FfiClient from ._proto import ffi_pb2 as proto_ffi from ._proto import track_pb2 as proto_track from ._proto import stats_pb2 as proto_stats if TYPE_CHECKING: + from .audio_ring_buffer import AudioRingBuffer from .audio_source import AudioSource + from .participant import LocalParticipant from .video_source import VideoSource +PRE_CONNECT_AUDIO_BUFFER_TOPIC = "lk.agent.pre-connect-audio-buffer" + class Track: def __init__(self, owned_info: proto_track.OwnedTrack): @@ -68,26 +76,80 @@ async def get_stats(self) -> List[proto_stats.RtcStats]: class LocalAudioTrack(Track): - def __init__(self, info: proto_track.OwnedTrack): + def __init__(self, info: proto_track.OwnedTrack, source: AudioSource | None = None): super().__init__(info) + self._source = source + self._preconnect_buffer: AudioRingBuffer | None = None + self._participant: LocalParticipant | None = None + self._publication_sid: str | None = None + self._send_lock = asyncio.Lock() @staticmethod - def create_audio_track(name: str, source: "AudioSource") -> "LocalAudioTrack": + def create_audio_track(name: str, source: AudioSource) -> LocalAudioTrack: req = proto_ffi.FfiRequest() req.create_audio_track.name = name req.create_audio_track.source_handle = source._ffi_handle.handle resp = FfiClient.instance.request(req) - return LocalAudioTrack(resp.create_audio_track.track) + return LocalAudioTrack(resp.create_audio_track.track, source=source) - def mute(self): + @property + def has_preconnect_buffer(self) -> bool: + return self._preconnect_buffer is not None + + def start_preconnect_buffer(self, *, max_duration: float = 10.0) -> None: + if self._source is None: + raise RuntimeError("track has no audio source") + + from .audio_ring_buffer import AudioRingBuffer + + self._preconnect_buffer = AudioRingBuffer( + max_duration=max_duration, + sample_rate=self._source.sample_rate, + num_channels=self._source.num_channels, + ) + self._source._set_preconnect_buffer(self._preconnect_buffer) + + def stop_preconnect_buffer(self) -> None: + if self._source is not None: + self._source._set_preconnect_buffer(None) + self._preconnect_buffer = None + + async def send_preconnect_buffer(self, *, destination_identity: str) -> None: + if self._participant is None: + raise RuntimeError("track is not published") + if self._preconnect_buffer is None: + raise RuntimeError("preconnect buffer is not active") + + async with self._send_lock: + data = self._preconnect_buffer.capture() + if not data: + return + + assert self._source is not None + writer = await self._participant.stream_bytes( + "preconnect-buffer", + topic=PRE_CONNECT_AUDIO_BUFFER_TOPIC, + mime_type="application/octet-stream", + destination_identities=[destination_identity], + attributes={ + "trackId": self._publication_sid or self.sid, + "sampleRate": str(self._source.sample_rate), + "channels": str(self._source.num_channels), + }, + ) + + await writer.write(data) + await writer.aclose() + + def mute(self) -> None: req = proto_ffi.FfiRequest() req.local_track_mute.track_handle = self._ffi_handle.handle req.local_track_mute.mute = True FfiClient.instance.request(req) self._info.muted = True - def unmute(self): + def unmute(self) -> None: req = proto_ffi.FfiRequest() req.local_track_mute.track_handle = self._ffi_handle.handle req.local_track_mute.mute = False