fix: fix voice interupt

.env.example

@@ -0,0 +1,91 @@
+# LiveKit connection
+LIVEKIT_URL=ws://localhost:7880
+LIVEKIT_API_KEY=
+LIVEKIT_API_SECRET=
+
+CUSTOM_AGENT_PROFILE=normal
+# CUSTOM_AGENT_NAME=normal-agent
+CUSTOM_AGENT_PROFILES=normal,beaver,vision-normal,vision-beaver
+
+# Beaver terminal text WebSocket
+BEAVER_WS_URL=ws://terminaltest.1localhost.nip.io:8088/api/channels/terminal-dev/ws
+TERMINAL_PEER_ID=device-001
+TERMINAL_DEVICE_NAME=desk-terminal
+
+# ASR blackbox
+CUSTOM_ASR_URL=http://localhost:5000/asr-blackbox
+CUSTOM_ASR_MODEL=qwen
+CUSTOM_ASR_LANGUAGE=Chinese
+CUSTOM_ASR_OUTPUT_LANGUAGE=zh
+CUSTOM_ASR_HOTWORDS=
+CUSTOM_ASR_ITN=
+CUSTOM_ASR_CHUNK_MODE=
+# Force a user turn if VAD/ASR never reaches end-of-speech. Set 0 to disable.
+CUSTOM_ASR_MAX_SPEECH_DURATION=12
+# Keep false if forced ASR turns should reply even while input audio continues.
+CUSTOM_ALLOW_INTERRUPTION_DURING_FORCED_ASR=false
+
+# LLM backend: openai/openai-compatible, hermes_gateway/openclaw, or beaver.
+# Defaults come from CUSTOM_AGENT_PROFILE. Uncomment to override.
+# CUSTOM_LLM_PROVIDER=beaver
+CUSTOM_BEAVER_WARMUP_TEXT=初始化连接，请简短回复 ready
+
+# OpenAI-compatible LLM
+# CUSTOM_LLM_BASE_URL=https://oai.bwgdi.com/v1
+# CUSTOM_LLM_MODEL=Qwen3.6-35B
+# CUSTOM_LLM_API_KEY=sk-
+# CUSTOM_LLM_VERIFY_SSL=false
+
+CUSTOM_LLM_BASE_URL=http:/localhost/v1
+CUSTOM_LLM_MODEL=Mistral-Medium-3.5-128B
+CUSTOM_LLM_API_KEY=sk-
+CUSTOM_LLM_VERIFY_SSL=false
+CUSTOM_SAVE_MODEL_IMAGES=true
+
+# CUSTOM_TEXT_LLM_MODEL=
+# CUSTOM_VISION_LLM_MODEL=
+
+# CUSTOM_LLM_BASE_URL=https://api.deepseek.com
+# CUSTOM_LLM_MODEL=deepseek-v4-flash
+# CUSTOM_LLM_API_KEY=sk-
+# CUSTOM_LLM_VERIFY_SSL=false
+
+
+# TTS blackbox
+CUSTOM_TTS_URL=http://localhost:5050/tts-blackbox
+CUSTOM_TTS_MODEL=voxcpmtts
+# CUSTOM_TTS_PROMPT_WAV=/home/verachen/Workspace/livekit/agents/2food.wav
+CUSTOM_TTS_STREAMING=true
+# CUSTOM_TTS_PROMPT_TEXT=澳门有乜嘢好食嘅
+
+# VoxCPM TTS parameters
+VOXCPM_CFG_VALUE=2.0
+VOXCPM_INFERENCE_TIMESTEPS=10
+VOXCPM_DO_NORMALIZE=true
+VOXCPM_DENOISE=true
+VOXCPM_RETRY_BADCASE=true
+VOXCPM_RETRY_BADCASE_MAX_TIMES=3
+VOXCPM_RETRY_BADCASE_RATIO_THRESHOLD=6.0
+
+# MeloTTS parameters
+CUSTOM_TTS_SPEED=1.0
+
+# CosyVoice parameters
+CUSTOM_TTS_SPK_ID=
+CUSTOM_TTS_MODE=
+CUSTOM_TTS_INSTRUCT_TEXT=
+
+# GPT-SoVITS parameters
+CUSTOM_TTS_TEXT_LANG=zh
+CUSTOM_TTS_PROMPT_LANG=zh
+CUSTOM_TTS_TEXT_SPLIT_METHOD=cut0
+CUSTOM_TTS_BATCH_SIZE=1
+CUSTOM_TTS_MEDIA_TYPE=wav
+CUSTOM_TTS_REF_AUDIO_PATH=
+
+
+CUSTOM_MEMORY_URL=http://localhost:8766/api/room_graph
+CUSTOM_MEMORY_TIMEOUT=2
+CUSTOM_MEMORY_MAX_CHARS=2000
+CUSTOM_MEMORY_API_KEY=
+CUSTOM_PREEMPTIVE_GENERATION=false

.gitignore

@@ -0,0 +1,3 @@
+__pycache__/
+.env
+model_images/

asr.py

@@ -1,11 +1,14 @@
 import asyncio
 import logging
-from typing import Any, Optional, Union
+from collections import deque
+from collections.abc import AsyncIterable
+from typing import Any
 
 import aiohttp
 
 from livekit import rtc
 from livekit.agents import (
+    DEFAULT_API_CONNECT_OPTIONS,
     NOT_GIVEN,
     APIConnectionError,
     APIConnectOptions,
@@ -17,9 +20,15 @@ from livekit.agents import (
     utils,
 )
 from livekit.agents.utils import is_given
+from livekit.agents.vad import VAD, VADEventType
 
 logger = logging.getLogger("blackbox-asr")
 
+DEFAULT_STREAM_ADAPTER_API_CONNECT_OPTIONS = APIConnectOptions(
+    max_retry=0, timeout=DEFAULT_API_CONNECT_OPTIONS.timeout
+)
+STT_CAPABILITIES = stt.STTCapabilities
+
 
 class BlackboxSTT(stt.STT):
     def __init__(
@@ -27,13 +36,13 @@ class BlackboxSTT(stt.STT):
         url: str,
         *,
         model_name: str = "sensevoice",
-        language: Optional[str] = "auto",
+        language: str | None = "auto",
         output_language: str = "zh",
-        hotwords: Optional[str] = None,
-        itn: Optional[Union[bool, str]] = None,
-        chunk_mode: Optional[Union[bool, str]] = None,
+        hotwords: str | None = None,
+        itn: bool | str | None = None,
+        chunk_mode: bool | str | None = None,
         timeout: float = 30.0,
-        http_session: Optional[aiohttp.ClientSession] = None,
+        http_session: aiohttp.ClientSession | None = None,
     ) -> None:
         super().__init__(
             capabilities=stt.STTCapabilities(
@@ -148,7 +157,244 @@ def _extract_asr_text(payload: dict[str, Any]) -> str:
     raise APIConnectionError(f"Unsupported ASR blackbox response: {payload}")
 
 
-def _form_value(value: Union[bool, str]) -> str:
+def _form_value(value: bool | str) -> str:
     if isinstance(value, bool):
         return str(value).lower()
     return value
+
+
+class BoundedStreamAdapter(stt.STT):
+    def __init__(
+        self,
+        *,
+        stt: stt.STT,
+        vad: VAD,
+        max_speech_duration: float | None = 12.0,
+        pre_speech_duration: float = 0.5,
+    ) -> None:
+        super().__init__(
+            capabilities=STT_CAPABILITIES(
+                streaming=True,
+                interim_results=False,
+                diarization=False,
+            )
+        )
+        self._vad = vad
+        self._stt = stt
+        self._max_speech_duration = max_speech_duration
+        self._pre_speech_duration = pre_speech_duration
+        self._stt.on("metrics_collected", self._on_metrics_collected)
+
+    @property
+    def wrapped_stt(self) -> stt.STT:
+        return self._stt
+
+    @property
+    def model(self) -> str:
+        return self._stt.model
+
+    @property
+    def provider(self) -> str:
+        return self._stt.provider
+
+    async def _recognize_impl(
+        self,
+        buffer: utils.AudioBuffer,
+        *,
+        language: NotGivenOr[str] = NOT_GIVEN,
+        conn_options: APIConnectOptions = DEFAULT_API_CONNECT_OPTIONS,
+    ) -> stt.SpeechEvent:
+        return await self._stt.recognize(
+            buffer=buffer, language=language, conn_options=conn_options
+        )
+
+    def stream(
+        self,
+        *,
+        language: NotGivenOr[str] = NOT_GIVEN,
+        conn_options: APIConnectOptions = DEFAULT_API_CONNECT_OPTIONS,
+    ) -> stt.RecognizeStream:
+        return _BoundedStreamAdapterWrapper(
+            self,
+            vad=self._vad,
+            wrapped_stt=self._stt,
+            language=language,
+            conn_options=conn_options,
+            max_speech_duration=self._max_speech_duration,
+            pre_speech_duration=self._pre_speech_duration,
+        )
+
+    def _on_metrics_collected(self, *args: Any, **kwargs: Any) -> None:
+        self.emit("metrics_collected", *args, **kwargs)
+
+    async def aclose(self) -> None:
+        self._stt.off("metrics_collected", self._on_metrics_collected)
+
+
+class _BoundedStreamAdapterWrapper(stt.RecognizeStream):
+    def __init__(
+        self,
+        adapter: BoundedStreamAdapter,
+        *,
+        vad: VAD,
+        wrapped_stt: stt.STT,
+        language: NotGivenOr[str],
+        conn_options: APIConnectOptions,
+        max_speech_duration: float | None,
+        pre_speech_duration: float,
+    ) -> None:
+        super().__init__(stt=adapter, conn_options=DEFAULT_STREAM_ADAPTER_API_CONNECT_OPTIONS)
+        self._vad = vad
+        self._wrapped_stt = wrapped_stt
+        self._wrapped_stt_conn_options = conn_options
+        self._language = language
+        self._max_speech_duration = max_speech_duration
+        self._pre_speech_duration = pre_speech_duration
+
+    async def _metrics_monitor_task(self, event_aiter: AsyncIterable[stt.SpeechEvent]) -> None:
+        async for _ in event_aiter:
+            pass
+
+    async def _run(self) -> None:
+        vad_stream = self._vad.stream()
+        lock = asyncio.Lock()
+        recognize_queue: asyncio.Queue[list[rtc.AudioFrame] | None] = asyncio.Queue()
+
+        speech_active = False
+        segment_frames: list[rtc.AudioFrame] = []
+        segment_duration = 0.0
+        pre_roll_frames: deque[rtc.AudioFrame] = deque()
+        pre_roll_duration = 0.0
+
+        def _frame_duration(frame: rtc.AudioFrame) -> float:
+            return frame.samples_per_channel / frame.sample_rate
+
+        def _append_pre_roll(frame: rtc.AudioFrame) -> None:
+            nonlocal pre_roll_duration
+            pre_roll_frames.append(frame)
+            pre_roll_duration += _frame_duration(frame)
+
+            while pre_roll_duration > self._pre_speech_duration and pre_roll_frames:
+                pre_roll_duration -= _frame_duration(pre_roll_frames.popleft())
+
+        async def _enqueue_segment(frames: list[rtc.AudioFrame], *, forced: bool = False) -> None:
+            if not frames:
+                return
+
+            if forced:
+                logger.info(
+                    "Forcing ASR segment after %.2fs of continuous speech",
+                    self._max_speech_duration,
+                )
+
+            self._event_ch.send_nowait(stt.SpeechEvent(type=stt.SpeechEventType.END_OF_SPEECH))
+            await recognize_queue.put(frames)
+
+        async def _recognize_worker() -> None:
+            while True:
+                frames = await recognize_queue.get()
+                if frames is None:
+                    return
+
+                merged_frames = utils.merge_frames(frames)
+                try:
+                    t_event = await self._wrapped_stt.recognize(
+                        buffer=merged_frames,
+                        language=self._language,
+                        conn_options=self._wrapped_stt_conn_options,
+                    )
+                except Exception:
+                    logger.exception("ASR segment recognition failed")
+                    continue
+
+                if not t_event.alternatives or not t_event.alternatives[0].text:
+                    continue
+
+                self._event_ch.send_nowait(
+                    stt.SpeechEvent(
+                        type=stt.SpeechEventType.FINAL_TRANSCRIPT,
+                        alternatives=[t_event.alternatives[0]],
+                    )
+                )
+
+        async def _forward_input() -> None:
+            nonlocal segment_duration, segment_frames, speech_active
+
+            async for input_frame in self._input_ch:
+                if isinstance(input_frame, self._FlushSentinel):
+                    vad_stream.flush()
+                    continue
+
+                vad_stream.push_frame(input_frame)
+                forced_frames: list[rtc.AudioFrame] = []
+
+                async with lock:
+                    if speech_active:
+                        segment_frames.append(input_frame)
+                        segment_duration += _frame_duration(input_frame)
+                        if (
+                            self._max_speech_duration is not None
+                            and segment_duration >= self._max_speech_duration
+                        ):
+                            forced_frames = segment_frames
+                            segment_frames = []
+                            segment_duration = 0.0
+                    else:
+                        _append_pre_roll(input_frame)
+
+                if forced_frames:
+                    await _enqueue_segment(forced_frames, forced=True)
+
+            vad_stream.end_input()
+
+            final_frames: list[rtc.AudioFrame] = []
+            async with lock:
+                if speech_active and segment_frames:
+                    final_frames = segment_frames
+                    segment_frames = []
+                    segment_duration = 0.0
+                    speech_active = False
+
+            if final_frames:
+                await _enqueue_segment(final_frames)
+
+        async def _recognize_from_vad() -> None:
+            nonlocal pre_roll_duration, segment_duration, segment_frames, speech_active
+
+            async for event in vad_stream:
+                if event.type == VADEventType.START_OF_SPEECH:
+                    self._event_ch.send_nowait(
+                        stt.SpeechEvent(stt.SpeechEventType.START_OF_SPEECH)
+                    )
+                    async with lock:
+                        if not speech_active:
+                            speech_active = True
+                            segment_frames = list(pre_roll_frames)
+                            segment_duration = sum(_frame_duration(f) for f in segment_frames)
+                            pre_roll_frames.clear()
+                            pre_roll_duration = 0.0
+                    continue
+
+                if event.type != VADEventType.END_OF_SPEECH:
+                    continue
+
+                async with lock:
+                    frames = segment_frames
+                    segment_frames = []
+                    segment_duration = 0.0
+                    speech_active = False
+
+                await _enqueue_segment(frames)
+
+        worker_task = asyncio.create_task(_recognize_worker(), name="bounded_asr_recognize")
+        tasks = [
+            asyncio.create_task(_forward_input(), name="bounded_asr_forward_input"),
+            asyncio.create_task(_recognize_from_vad(), name="bounded_asr_vad"),
+        ]
+        try:
+            await asyncio.gather(*tasks)
+            await recognize_queue.put(None)
+            await worker_task
+        finally:
+            await utils.aio.cancel_and_wait(*tasks, worker_task)
+            await vad_stream.aclose()

beaver_llm.py

@@ -0,0 +1,128 @@
+from __future__ import annotations
+
+import asyncio
+import logging
+from collections.abc import Sequence
+from typing import Any
+
+try:
+    from beaver_terminal_client import BeaverTerminalClient
+except ModuleNotFoundError:
+    from custom.beaver_terminal_client import BeaverTerminalClient
+from livekit.agents import llm
+from livekit.agents.types import (
+    DEFAULT_API_CONNECT_OPTIONS,
+    NOT_GIVEN,
+    APIConnectOptions,
+    NotGivenOr,
+)
+from livekit.agents.utils import shortuuid
+
+logger = logging.getLogger("beaver-llm")
+
+
+def latest_user_text(chat_ctx: llm.ChatContext) -> str:
+    for message in reversed(chat_ctx.messages()):
+        if message.role != "user":
+            continue
+        return _content_to_text(message.content)
+    return ""
+
+
+def _content_to_text(content: Sequence[llm.ChatContent]) -> str:
+    text_parts = [item for item in content if isinstance(item, str)]
+    return "\n".join(text_parts)
+
+
+class BeaverLLM(llm.LLM):
+    def __init__(
+        self,
+        *,
+        url: str,
+        peer_id: str,
+        device_name: str,
+        model_name: str = "beaver-terminal",
+    ) -> None:
+        super().__init__()
+        self._client = BeaverTerminalClient(url=url, peer_id=peer_id, device_name=device_name)
+        self._model_name = model_name
+        self._lock = asyncio.Lock()
+
+    @property
+    def model(self) -> str:
+        return self._model_name
+
+    @property
+    def provider(self) -> str:
+        return "beaver"
+
+    @property
+    def session_id(self) -> str | None:
+        return self._client.session_id
+
+    async def connect(self, *, warmup_text: str | None = None) -> str | None:
+        warmup_reply: str | None = None
+        async with self._lock:
+            await self._client.connect()
+            if warmup_text and warmup_text.strip():
+                warmup_reply = await self._client.send_text(warmup_text.strip())
+
+        if warmup_reply is None:
+            logger.info("Beaver handshake completed session_id=%s", self.session_id)
+        else:
+            logger.info(
+                "Beaver handshake warmup completed session_id=%s reply_len=%s",
+                self.session_id,
+                len(warmup_reply),
+            )
+        return warmup_reply
+
+    def chat(
+        self,
+        *,
+        chat_ctx: llm.ChatContext,
+        tools: list[llm.Tool] | None = None,
+        conn_options: APIConnectOptions = DEFAULT_API_CONNECT_OPTIONS,
+        parallel_tool_calls: NotGivenOr[bool] = NOT_GIVEN,
+        tool_choice: NotGivenOr[llm.ToolChoice] = NOT_GIVEN,
+        extra_kwargs: NotGivenOr[dict[str, Any]] = NOT_GIVEN,
+    ) -> llm.LLMStream:
+        return BeaverLLMStream(
+            self,
+            chat_ctx=chat_ctx,
+            tools=tools or [],
+            conn_options=conn_options,
+        )
+
+    async def aclose(self) -> None:
+        await self._client.close()
+
+
+class BeaverLLMStream(llm.LLMStream):
+    def __init__(
+        self,
+        beaver_llm: BeaverLLM,
+        *,
+        chat_ctx: llm.ChatContext,
+        tools: list[llm.Tool],
+        conn_options: APIConnectOptions,
+    ) -> None:
+        super().__init__(beaver_llm, chat_ctx=chat_ctx, tools=tools, conn_options=conn_options)
+        self._beaver_llm = beaver_llm
+        self._request_id = shortuuid("beaver_")
+
+    async def _run(self) -> None:
+        user_text = latest_user_text(self.chat_ctx)
+        async with self._beaver_llm._lock:
+            reply = await self._beaver_llm._client.send_text(user_text)
+
+        if reply:
+            self._send_text_chunk(reply)
+
+    def _send_text_chunk(self, text: str) -> None:
+        self._event_ch.send_nowait(
+            llm.ChatChunk(
+                id=self._request_id,
+                delta=llm.ChoiceDelta(role="assistant", content=text),
+            )
+        )

beaver_terminal_client.py

@@ -0,0 +1,238 @@
+from __future__ import annotations
+
+import asyncio
+import logging
+import os
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Any
+
+import aiohttp
+from dotenv import load_dotenv
+
+logger = logging.getLogger("beaver-terminal-client")
+DEFAULT_BEAVER_WS_URL = "ws://127.0.0.1:8080/api/channels/terminal-dev/ws"
+DEFAULT_TERMINAL_PEER_ID = "device-001"
+DEFAULT_TERMINAL_DEVICE_NAME = "desk-terminal"
+CUSTOM_ENV_PATH = Path(__file__).with_name(".env")
+
+
+class BeaverTerminalError(RuntimeError):
+    pass
+
+
+class BeaverTerminalConnectionClosed(BeaverTerminalError):
+    pass
+
+
+@dataclass
+class MessageIdGenerator:
+    peer_id: str
+    nonce: str | None = None
+    initial_counter: int = 0
+
+    def __post_init__(self) -> None:
+        self.counter = self.initial_counter
+
+    def next_id(self) -> str:
+        self.counter += 1
+        if self.nonce:
+            return f"{self.peer_id}-{self.nonce}-{self.counter:06d}"
+        return f"{self.peer_id}-{self.counter:06d}"
+
+
+def build_connect_frame(*, peer_id: str, device_name: str) -> dict[str, Any]:
+    return {
+        "type": "connect",
+        "peer_id": peer_id,
+        "device_name": device_name,
+        "capabilities": ["text"],
+    }
+
+
+def build_message_frame(*, message_id: str, text: str) -> dict[str, Any]:
+    return {
+        "type": "message",
+        "message_id": message_id,
+        "text": text,
+    }
+
+
+class BeaverTerminalClient:
+    def __init__(
+        self,
+        *,
+        url: str,
+        peer_id: str,
+        device_name: str,
+        http_session: aiohttp.ClientSession | None = None,
+        message_ids: MessageIdGenerator | None = None,
+    ) -> None:
+        self._url = url
+        self._peer_id = peer_id
+        self._device_name = device_name
+        self._owned_session = http_session is None
+        self._http_session = http_session
+        self._ws: aiohttp.ClientWebSocketResponse | None = None
+        self._message_ids = message_ids or MessageIdGenerator(peer_id=peer_id)
+        self.session_id: str | None = None
+
+    async def connect(self) -> None:
+        await self._close_websocket()
+        session = self._ensure_http_session()
+        try:
+            self._ws = await session.ws_connect(self._url)
+            await self._send_json(
+                build_connect_frame(peer_id=self._peer_id, device_name=self._device_name)
+            )
+            frame = await self._receive_json()
+            if frame.get("type") != "connected":
+                raise BeaverTerminalError(f"expected connected frame, received {frame!r}")
+            session_id = frame.get("session_id")
+            self.session_id = session_id if isinstance(session_id, str) else None
+        except (aiohttp.ClientError, asyncio.TimeoutError, BeaverTerminalConnectionClosed) as exc:
+            await self._cleanup_failed_connection()
+            raise BeaverTerminalConnectionClosed("failed to connect to Beaver websocket") from exc
+        except Exception:
+            await self._cleanup_failed_connection()
+            raise
+
+    async def send_text(self, text: str) -> str:
+        for attempt in range(2):
+            if not self._websocket_is_open():
+                await self.connect()
+
+            message_id = self._message_ids.next_id()
+            message_frame = build_message_frame(message_id=message_id, text=text)
+
+            try:
+                await self._send_json(message_frame)
+                return await self._wait_for_reply(message_id)
+            except (aiohttp.ClientConnectionError, BeaverTerminalConnectionClosed) as exc:
+                if attempt == 1:
+                    raise BeaverTerminalConnectionClosed(
+                        "Beaver websocket closed before assistant reply"
+                    ) from exc
+                logger.info("Beaver websocket closed mid-turn; reconnecting with same peer_id")
+                await self.connect()
+
+        raise BeaverTerminalError("unreachable Beaver send state")
+
+    async def _wait_for_reply(self, message_id: str) -> str:
+        while True:
+            frame = await self._receive_json()
+            frame_type = frame.get("type")
+            if frame_type == "ack" and frame.get("message_id") == message_id:
+                reply = frame.get("reply")
+                if isinstance(reply, str):
+                    return reply
+                continue
+
+            if (
+                frame_type == "message"
+                and frame.get("role") == "assistant"
+                and frame.get("message_id") == message_id
+            ):
+                text = frame.get("text")
+                if frame.get("finish_reason") == "error":
+                    raise BeaverTerminalError(text if isinstance(text, str) else "assistant turn failed")
+                return text if isinstance(text, str) else ""
+
+            if frame_type == "error":
+                error = frame.get("error")
+                raise BeaverTerminalError(error if isinstance(error, str) else "unknown error")
+
+    async def ping(self) -> bool:
+        await self._send_json({"type": "ping"})
+        while True:
+            frame = await self._receive_json()
+            if frame.get("type") == "pong":
+                return True
+            if frame.get("type") == "error":
+                error = frame.get("error")
+                raise BeaverTerminalError(error if isinstance(error, str) else "unknown error")
+
+    async def close(self) -> None:
+        await self._close_websocket()
+        if self._owned_session and self._http_session is not None:
+            await self._http_session.close()
+            self._http_session = None
+
+    async def _close_websocket(self) -> None:
+        if self._ws is not None:
+            await self._ws.close()
+            self._ws = None
+
+    async def _cleanup_failed_connection(self) -> None:
+        await self._close_websocket()
+        self.session_id = None
+        if self._owned_session and self._http_session is not None:
+            await self._http_session.close()
+            self._http_session = None
+
+    def _websocket_is_open(self) -> bool:
+        return self._ws is not None and not self._ws.closed
+
+    def _ensure_http_session(self) -> aiohttp.ClientSession:
+        if self._http_session is None:
+            self._http_session = aiohttp.ClientSession()
+        return self._http_session
+
+    async def _send_json(self, frame: dict[str, Any]) -> None:
+        if self._ws is None:
+            raise BeaverTerminalError("Beaver websocket is not connected")
+        await self._ws.send_json(frame)
+
+    async def _receive_json(self) -> dict[str, Any]:
+        if self._ws is None:
+            raise BeaverTerminalError("Beaver websocket is not connected")
+
+        message = await self._ws.receive()
+        if message.type in (aiohttp.WSMsgType.CLOSE, aiohttp.WSMsgType.CLOSED, aiohttp.WSMsgType.CLOSING):
+            raise BeaverTerminalConnectionClosed("Beaver websocket closed")
+        if message.type == aiohttp.WSMsgType.ERROR:
+            raise BeaverTerminalConnectionClosed(
+                f"Beaver websocket error: {self._ws.exception()!r}"
+            )
+        if message.type != aiohttp.WSMsgType.TEXT:
+            raise BeaverTerminalError(f"expected Beaver text frame, received {message.type!r}")
+        data = message.json()
+        if not isinstance(data, dict):
+            raise BeaverTerminalError(f"expected Beaver JSON object, received {data!r}")
+        return data
+
+
+def client_from_env() -> BeaverTerminalClient:
+    load_dotenv(dotenv_path=CUSTOM_ENV_PATH)
+    return BeaverTerminalClient(
+        url=os.getenv("BEAVER_WS_URL", DEFAULT_BEAVER_WS_URL),
+        peer_id=os.getenv("TERMINAL_PEER_ID", DEFAULT_TERMINAL_PEER_ID),
+        device_name=os.getenv("TERMINAL_DEVICE_NAME", DEFAULT_TERMINAL_DEVICE_NAME),
+    )
+
+
+async def run_console() -> None:
+    logging.basicConfig(level=logging.INFO)
+    client = client_from_env()
+    try:
+        await client.connect()
+        logger.info("Connected to Beaver session_id=%s", client.session_id)
+        while True:
+            text = await asyncio.to_thread(input, "> ")
+            text = text.strip()
+            if not text:
+                continue
+            if text in {"quit", "exit"}:
+                return
+            try:
+                reply = await client.send_text(text)
+            except BeaverTerminalError as exc:
+                logger.error("Beaver turn failed: %s", exc)
+                continue
+            print(reply)
+    finally:
+        await client.close()
+
+
+if __name__ == "__main__":
+    asyncio.run(run_console())

hermes_gateway.py

@@ -0,0 +1,391 @@
+from __future__ import annotations
+
+import json
+from collections.abc import AsyncIterator
+from dataclasses import dataclass
+from typing import Any
+
+import aiohttp
+
+from livekit.agents import llm
+from livekit.agents._exceptions import APIConnectionError
+from livekit.agents.types import (
+    DEFAULT_API_CONNECT_OPTIONS,
+    NOT_GIVEN,
+    APIConnectOptions,
+    NotGivenOr,
+)
+from livekit.agents.utils import shortuuid
+
+
+@dataclass
+class GatewaySessionState:
+    room_name: str
+    agent_id: str | None = None
+    session_key: str | None = None
+    session_mode: str = "per_room"
+
+    def __post_init__(self) -> None:
+        if self.session_mode != "per_room":
+            raise ValueError("Hermes gateway only supports CUSTOM_HERMES_SESSION_MODE=per_room")
+        if self.session_key is None:
+            suffix = self.agent_id or "default"
+            self.session_key = f"livekit:{self.room_name}:{suffix}"
+
+
+class HermesGatewayLLM(llm.LLM):
+    def __init__(
+        self,
+        *,
+        url: str,
+        token: str | None,
+        state: GatewaySessionState,
+        agent_id: str | None = None,
+        model_name: str = "hermes-agent",
+        request_timeout: float = 30.0,
+    ) -> None:
+        super().__init__()
+        self._url = url
+        self._token = token
+        self._state = state
+        self._agent_id = agent_id
+        self._model_name = model_name
+        self._request_timeout = request_timeout
+        self._http_session: aiohttp.ClientSession | None = None
+
+    @property
+    def model(self) -> str:
+        return self._model_name
+
+    @property
+    def provider(self) -> str:
+        return "hermes-gateway"
+
+    def chat(
+        self,
+        *,
+        chat_ctx: llm.ChatContext,
+        tools: list[llm.Tool] | None = None,
+        conn_options: APIConnectOptions = DEFAULT_API_CONNECT_OPTIONS,
+        parallel_tool_calls: NotGivenOr[bool] = NOT_GIVEN,
+        tool_choice: NotGivenOr[llm.ToolChoice] = NOT_GIVEN,
+        extra_kwargs: NotGivenOr[dict[str, Any]] = NOT_GIVEN,
+    ) -> llm.LLMStream:
+        return HermesGatewayLLMStream(
+            self,
+            chat_ctx=chat_ctx,
+            tools=tools or [],
+            conn_options=conn_options,
+        )
+
+    def _ensure_http_session(self) -> aiohttp.ClientSession:
+        if self._http_session is None:
+            timeout = aiohttp.ClientTimeout(total=self._request_timeout)
+            self._http_session = aiohttp.ClientSession(timeout=timeout)
+        return self._http_session
+
+    async def aclose(self) -> None:
+        if self._http_session is not None:
+            await self._http_session.close()
+            self._http_session = None
+
+
+class HermesGatewayLLMStream(llm.LLMStream):
+    def __init__(
+        self,
+        llm: HermesGatewayLLM,
+        *,
+        chat_ctx: llm.ChatContext,
+        tools: list[llm.Tool],
+        conn_options: APIConnectOptions,
+    ) -> None:
+        super().__init__(llm, chat_ctx=chat_ctx, tools=tools, conn_options=conn_options)
+        self._llm = llm
+
+    async def _run(self) -> None:
+        request_id = shortuuid("gwreq_")
+        async with self._llm._ensure_http_session().ws_connect(self._llm._url) as ws:
+            await _connect(ws, token=self._llm._token)
+            await _send_rpc(
+                ws,
+                method="sessions.create",
+                params={
+                    "key": self._llm._state.session_key,
+                    "sessionKey": self._llm._state.session_key,
+                    "agentId": self._llm._agent_id,
+                    "metadata": {
+                        "source": "livekit",
+                        "room": self._llm._state.room_name,
+                    },
+                    "idempotencyKey": self._llm._state.session_key,
+                },
+                request_id=shortuuid("gwcreate_"),
+            )
+            await _send_rpc(
+                ws,
+                method="sessions.send",
+                params={
+                    "key": self._llm._state.session_key,
+                    "sessionKey": self._llm._state.session_key,
+                    "agentId": self._llm._agent_id,
+                    "messages": chat_context_to_gateway_messages(self.chat_ctx),
+                    "stream": True,
+                    "idempotencyKey": request_id,
+                },
+                request_id=request_id,
+                wait_response=False,
+            )
+
+            streamed_text = ""
+            async for frame in _iter_gateway_frames(ws):
+                if is_error_response(frame, request_id=request_id):
+                    raise APIConnectionError(_gateway_error_message(frame), retryable=False)
+                text = extract_text_delta(frame)
+                if text:
+                    if text.startswith(streamed_text):
+                        text = text[len(streamed_text) :]
+                    if text:
+                        streamed_text += text
+                        self._event_ch.send_nowait(
+                            llm.ChatChunk(
+                                id=request_id,
+                                delta=llm.ChoiceDelta(role="assistant", content=text),
+                            )
+                        )
+                if is_terminal_event(frame, request_id=request_id):
+                    return
+
+
+def build_connect_params(*, token: str | None) -> dict[str, Any]:
+    params: dict[str, Any] = {
+        "minProtocol": 3,
+        "maxProtocol": 4,
+        "client": {
+            "id": "gateway-client",
+            "version": "livekit-custom-agent",
+            "platform": "python",
+            "mode": "backend",
+        },
+        "role": "operator",
+        "scopes": ["operator.read", "operator.write"],
+        "caps": [],
+        "commands": [],
+        "permissions": {},
+        "locale": "zh-CN",
+        "userAgent": "livekit-custom-agent",
+    }
+    if token:
+        params["auth"] = {"token": token}
+    return params
+
+
+def chat_context_to_gateway_messages(chat_ctx: llm.ChatContext) -> list[dict[str, Any]]:
+    messages: list[dict[str, Any]] = []
+    for message in chat_ctx.messages():
+        content = _message_content_to_gateway_content(message.content)
+        if content is None:
+            continue
+        messages.append({"role": message.role, "content": content})
+    return messages
+
+
+def extract_text_delta(frame: dict[str, Any]) -> str:
+    payload = frame.get("payload")
+    if not isinstance(payload, dict):
+        payload = frame
+
+    for path in (
+        ("delta", "content"),
+        ("delta", "text"),
+        ("message", "delta", "content"),
+        ("message", "delta", "text"),
+        ("message", "content"),
+        ("content",),
+        ("text",),
+    ):
+        value = _get_nested(payload, path)
+        text = _content_to_text(value)
+        if text:
+            return text
+
+    return ""
+
+
+def is_terminal_event(frame: dict[str, Any], *, request_id: str) -> bool:
+    if frame.get("type") == "res" and frame.get("id") == request_id:
+        return True
+
+    event = frame.get("event")
+    if event in {
+        "agent.done",
+        "agent.completed",
+        "agent.error",
+        "session.message.completed",
+        "session.run.completed",
+        "sessions.run.completed",
+        "run.completed",
+        "run.failed",
+    }:
+        return True
+
+    payload = frame.get("payload")
+    if isinstance(payload, dict) and payload.get("done") is True:
+        return True
+
+    return False
+
+
+def is_error_response(frame: dict[str, Any], *, request_id: str) -> bool:
+    if (
+        frame.get("type") == "res"
+        and frame.get("id") == request_id
+        and frame.get("ok") is False
+    ):
+        return True
+
+    return frame.get("event") in {
+        "agent.error",
+        "session.error",
+        "session.run.failed",
+        "sessions.run.failed",
+        "run.failed",
+    }
+
+
+def _gateway_error_message(frame: dict[str, Any]) -> str:
+    error = frame.get("error")
+    if isinstance(error, str):
+        return f"OpenClaw gateway request failed: {error}"
+    if isinstance(error, dict):
+        message = error.get("message") or error.get("error")
+        if isinstance(message, str):
+            return f"OpenClaw gateway request failed: {message}"
+
+    payload = frame.get("payload")
+    if isinstance(payload, dict):
+        message = payload.get("message") or payload.get("error")
+        if isinstance(message, str):
+            return f"OpenClaw gateway request failed: {message}"
+
+    return f"OpenClaw gateway request failed: {frame!r}"
+
+
+async def _connect(ws: aiohttp.ClientWebSocketResponse, *, token: str | None) -> None:
+    first = await _receive_json(ws)
+    if first.get("event") != "connect.challenge":
+        raise RuntimeError(f"expected connect.challenge, received {first!r}")
+
+    request_id = shortuuid("gwconnect_")
+    await _send_rpc(
+        ws,
+        method="connect",
+        params=build_connect_params(token=token),
+        request_id=request_id,
+        wait_response=False,
+    )
+    response = await _wait_for_response(ws, request_id=request_id)
+    if not response.get("ok"):
+        raise RuntimeError(f"OpenClaw gateway connect failed: {response.get('error')!r}")
+
+
+async def _send_rpc(
+    ws: aiohttp.ClientWebSocketResponse,
+    *,
+    method: str,
+    params: dict[str, Any],
+    request_id: str,
+    wait_response: bool = True,
+) -> dict[str, Any] | None:
+    await ws.send_str(
+        json.dumps(
+            {
+                "type": "req",
+                "id": request_id,
+                "method": method,
+                "params": _drop_none(params),
+            }
+        )
+    )
+    if not wait_response:
+        return None
+    response = await _wait_for_response(ws, request_id=request_id)
+    if not response.get("ok", False):
+        raise RuntimeError(f"OpenClaw gateway RPC {method} failed: {response.get('error')!r}")
+    return response
+
+
+async def _wait_for_response(
+    ws: aiohttp.ClientWebSocketResponse, *, request_id: str
+) -> dict[str, Any]:
+    async for frame in _iter_gateway_frames(ws):
+        if frame.get("type") == "res" and frame.get("id") == request_id:
+            return frame
+    raise RuntimeError(f"OpenClaw gateway closed before response {request_id}")
+
+
+async def _iter_gateway_frames(
+    ws: aiohttp.ClientWebSocketResponse,
+) -> AsyncIterator[dict[str, Any]]:
+    async for message in ws:
+        if message.type == aiohttp.WSMsgType.TEXT:
+            yield json.loads(message.data)
+        elif message.type in (aiohttp.WSMsgType.CLOSED, aiohttp.WSMsgType.CLOSE):
+            return
+        elif message.type == aiohttp.WSMsgType.ERROR:
+            raise RuntimeError(f"OpenClaw gateway websocket error: {ws.exception()!r}")
+
+
+async def _receive_json(ws: aiohttp.ClientWebSocketResponse) -> dict[str, Any]:
+    message = await ws.receive()
+    if message.type != aiohttp.WSMsgType.TEXT:
+        raise RuntimeError(f"expected gateway text frame, received {message.type!r}")
+    return json.loads(message.data)
+
+
+def _message_content_to_gateway_content(content: list[llm.ChatContent]) -> Any:
+    parts: list[dict[str, Any]] = []
+    for item in content:
+        if isinstance(item, str):
+            if item:
+                parts.append({"type": "text", "text": item})
+        elif isinstance(item, llm.ImageContent) and isinstance(item.image, str):
+            parts.append({"type": "image_url", "image_url": {"url": item.image}})
+
+    if not parts:
+        return None
+    if len(parts) == 1 and parts[0]["type"] == "text":
+        return parts[0]["text"]
+    return parts
+
+
+def _content_to_text(value: Any) -> str:
+    if isinstance(value, str):
+        return value
+    if isinstance(value, list):
+        text_parts: list[str] = []
+        for item in value:
+            if isinstance(item, str):
+                text_parts.append(item)
+            elif isinstance(item, dict):
+                text = item.get("text")
+                if isinstance(text, str):
+                    text_parts.append(text)
+        return "".join(text_parts)
+    return ""
+
+
+def _get_nested(data: dict[str, Any], path: tuple[str, ...]) -> Any:
+    current: Any = data
+    for key in path:
+        if not isinstance(current, dict):
+            return None
+        current = current.get(key)
+    return current
+
+
+def _drop_none(value: Any) -> Any:
+    if isinstance(value, dict):
+        return {key: _drop_none(item) for key, item in value.items() if item is not None}
+    if isinstance(value, list):
+        return [_drop_none(item) for item in value]
+    return value

memory.py

@@ -0,0 +1,292 @@
+from __future__ import annotations
+
+import asyncio
+import json
+import logging
+import re
+from typing import Any
+
+import aiohttp
+
+from livekit.agents import APIConnectionError, APIStatusError, APITimeoutError, utils
+
+logger = logging.getLogger("memory-recall")
+
+_LOCATION_STOPWORDS = {
+    "哪里",
+    "在哪",
+    "在哪里",
+    "哪儿",
+    "位置",
+    "什么地方",
+    "帮我找",
+    "帮我寻找",
+    "找一下",
+    "找",
+    "请问",
+    "请",
+    "吗",
+    "呢",
+}
+
+
+class MemoryRecallClient:
+    def __init__(
+        self,
+        *,
+        url: str,
+        timeout: float = 5.0,
+        max_chars: int = 2000,
+        api_key: str | None = None,
+        http_session: aiohttp.ClientSession | None = None,
+    ) -> None:
+        self._url = url
+        self._timeout = timeout
+        self._max_chars = max_chars
+        self._api_key = api_key
+        self._http_session = http_session
+        self._cached_payload: Any | None = None
+
+    def _ensure_session(self) -> aiohttp.ClientSession:
+        if self._http_session is None:
+            self._http_session = utils.http_context.http_session()
+        return self._http_session
+
+    async def recall(self, query: str) -> str:
+        query = query.strip()
+        if not query:
+            return ""
+
+        headers = {}
+        if self._api_key:
+            headers["Authorization"] = f"Bearer {self._api_key}"
+
+        try:
+            async with self._ensure_session().get(
+                self._url,
+                headers=headers,
+                timeout=aiohttp.ClientTimeout(total=self._timeout),
+            ) as resp:
+                if resp.status != 200:
+                    error_text = await resp.text()
+                    raise APIStatusError(
+                        message=f"Memory recall error: {error_text}",
+                        status_code=resp.status,
+                        request_id=None,
+                        body=error_text,
+                    )
+
+                try:
+                    data = await resp.json()
+                except aiohttp.ContentTypeError:
+                    data = await resp.text()
+
+                self._cached_payload = data
+                return self._format_memory(data, query)
+        except asyncio.TimeoutError:
+            logger.warning(
+                "Memory recall timed out after %.1fs, using cached room graph", self._timeout
+            )
+            return self._format_cached_memory(query)
+        except aiohttp.ClientError as e:
+            logger.warning("Memory recall connection error: %s, using cached room graph", e)
+            return self._format_cached_memory(query)
+        except (APIConnectionError, APIStatusError, APITimeoutError) as e:
+            logger.warning("Memory recall failed: %s, using cached room graph", e)
+            return self._format_cached_memory(query)
+
+    def _format_memory(self, data: Any, query: str) -> str:
+        memory = _format_room_graph_memory(data, query)
+        if len(memory) > self._max_chars:
+            memory = memory[: self._max_chars].rstrip()
+        return memory
+
+    def _format_cached_memory(self, query: str) -> str:
+        if self._cached_payload is None:
+            return ""
+        return self._format_memory(self._cached_payload, query)
+
+
+def _format_room_graph_memory(payload: Any, query: str) -> str:
+    if not isinstance(payload, dict):
+        logger.warning("Unsupported room graph response: %s", payload)
+        return ""
+    objects = payload.get("objects", [])
+    relations = payload.get("relations", [])
+    summary = payload.get("summary", "")
+
+    if not objects and not relations and not summary:
+        return ""
+
+    query_terms = _query_terms(query)
+    relevant_objects, relevant_relations = _relevant_room_graph(
+        objects=objects,
+        relations=relations,
+        query_terms=query_terms,
+    )
+
+    objects_text = json.dumps(
+        relevant_objects or _compact_items(objects, limit=12),
+        ensure_ascii=False,
+        separators=(",", ":"),
+    )
+    relations_text = json.dumps(
+        relevant_relations or _compact_items(relations, limit=24),
+        ensure_ascii=False,
+        separators=(",", ":"),
+    )
+
+    prompt = f"""
+你是一个物品定位助手。
+
+目标物品：{query}
+相关物品：{objects_text}
+相关空间关系：{relations_text}
+房间概览：{summary}
+
+回答要求：
+1. 只说明它和其他物品的位置关系。
+2. 不要编造不存在的关系。
+3. 如果信息不足，请说“根据当前房间记忆，无法确定准确位置”。
+4. 回答尽量简短，例如：“黑色背包在透明塑料盒的左边，在显示器的左边。”
+5. 不要输出 Markdown、emoji、标题、列表、项目符号、坐标区域标签、水平/深度/高度分析或解释过程。
+6. 不要回答 right-near-low、left-far-high 这类区域标签，只回答“在……的左边/右边/上方/下方/前面/后面/附近”等相对关系。
+7. 如果用户当前输入不是找物品或问位置，可以忽略这段房间记忆。
+""".strip()
+
+    logger.info(
+        "Formatted room memory: query_terms=%s, objects=%s/%s, relations=%s/%s, chars=%s",
+        query_terms,
+        len(relevant_objects),
+        len(objects) if isinstance(objects, list) else 0,
+        len(relevant_relations),
+        len(relations) if isinstance(relations, list) else 0,
+        len(prompt),
+    )
+    return prompt
+
+
+def _query_terms(query: str) -> list[str]:
+    normalized = re.sub(r"[\s？?。！，、,.!]", "", query)
+    for word in _LOCATION_STOPWORDS:
+        normalized = normalized.replace(word, "")
+
+    terms = [normalized] if normalized else []
+    for token in re.findall(r"[\u4e00-\u9fffA-Za-z0-9_-]{2,}", query):
+        if token not in _LOCATION_STOPWORDS and token not in terms:
+            terms.append(token)
+    return terms[:4]
+
+
+def _relevant_room_graph(
+    *,
+    objects: Any,
+    relations: Any,
+    query_terms: list[str],
+) -> tuple[list[Any], list[Any]]:
+    if not isinstance(objects, list) or not isinstance(relations, list) or not query_terms:
+        return [], []
+
+    matched_ids: set[str] = set()
+    matched_objects: list[Any] = []
+    object_by_id: dict[str, Any] = {}
+
+    for obj in objects:
+        obj_id = _object_id(obj)
+        if obj_id:
+            object_by_id[obj_id] = obj
+
+        obj_text = _compact_text(obj)
+        if any(term and term in obj_text for term in query_terms):
+            matched_objects.append(obj)
+            if obj_id:
+                matched_ids.add(obj_id)
+
+    relevant_relations: list[Any] = []
+    related_ids: set[str] = set(matched_ids)
+    for relation in relations:
+        relation_text = _compact_text(relation)
+        relation_ids = _ids_in_value(relation)
+        if (
+            any(term and term in relation_text for term in query_terms)
+            or bool(matched_ids.intersection(relation_ids))
+        ):
+            relevant_relations.append(relation)
+            related_ids.update(relation_ids)
+
+    relevant_objects = list(matched_objects)
+    seen_object_keys = {_object_key(obj) for obj in relevant_objects}
+    for obj_id in related_ids:
+        obj = object_by_id.get(obj_id)
+        key = _object_key(obj)
+        if obj is not None and key not in seen_object_keys:
+            relevant_objects.append(obj)
+            seen_object_keys.add(key)
+
+    return _compact_items(relevant_objects, limit=16), _compact_items(relevant_relations, limit=32)
+
+
+def _compact_items(items: Any, *, limit: int) -> list[Any]:
+    if not isinstance(items, list):
+        return []
+    return [_compact_item(item) for item in items[:limit]]
+
+
+def _compact_item(item: Any) -> Any:
+    if not isinstance(item, dict):
+        return item
+
+    preferred_keys = (
+        "id",
+        "name",
+        "label",
+        "class",
+        "category",
+        "type",
+        "text",
+        "source",
+        "target",
+        "subject",
+        "object",
+        "relation",
+        "predicate",
+        "description",
+    )
+    compact = {key: item[key] for key in preferred_keys if key in item and item[key] not in (None, "")}
+    return compact or item
+
+
+def _object_id(obj: Any) -> str | None:
+    if not isinstance(obj, dict):
+        return None
+    for key in ("id", "object_id", "uuid", "name", "label"):
+        value = obj.get(key)
+        if isinstance(value, (str, int)):
+            return str(value)
+    return None
+
+
+def _object_key(obj: Any) -> str:
+    return _object_id(obj) or _compact_text(obj)
+
+
+def _ids_in_value(value: Any) -> set[str]:
+    ids: set[str] = set()
+    if isinstance(value, dict):
+        for key, item in value.items():
+            if key in {"id", "object_id", "source", "target", "subject", "object", "from", "to"}:
+                if isinstance(item, (str, int)):
+                    ids.add(str(item))
+                elif isinstance(item, dict):
+                    obj_id = _object_id(item)
+                    if obj_id:
+                        ids.add(obj_id)
+            ids.update(_ids_in_value(item))
+    elif isinstance(value, list):
+        for item in value:
+            ids.update(_ids_in_value(item))
+    return ids
+
+
+def _compact_text(value: Any) -> str:
+    return json.dumps(value, ensure_ascii=False, separators=(",", ":"))

start_agent_profiles.py

@@ -0,0 +1,264 @@
+from __future__ import annotations
+
+import argparse
+import asyncio
+import os
+import signal
+import sys
+from dataclasses import dataclass
+from pathlib import Path
+
+from dotenv import load_dotenv
+
+CUSTOM_ENV_PATH = Path(__file__).with_name(".env")
+load_dotenv(dotenv_path=CUSTOM_ENV_PATH)
+
+
+@dataclass(frozen=True)
+class AgentProfile:
+    agent_name: str
+    llm_provider: str
+    input_mode: str
+
+
+AGENT_PROFILES = {
+    "normal": AgentProfile(
+        agent_name="normal-agent",
+        llm_provider="openai-compatible",
+        input_mode="voice",
+    ),
+    "beaver": AgentProfile(
+        agent_name="beaver-agent",
+        llm_provider="beaver",
+        input_mode="voice",
+    ),
+    "vision-normal": AgentProfile(
+        agent_name="vision-normal-agent",
+        llm_provider="openai-compatible",
+        input_mode="vision_voice",
+    ),
+    "vision-beaver": AgentProfile(
+        agent_name="vision-beaver-agent",
+        llm_provider="beaver",
+        input_mode="vision_voice",
+    ),
+}
+DEFAULT_PROFILES = ("normal", "beaver")
+
+
+def _env_bool(name: str, default: bool) -> bool:
+    value = os.getenv(name)
+    if value is None:
+        return default
+
+    normalized = value.strip().lower()
+    if normalized in {"1", "true", "yes", "on"}:
+        return True
+    if normalized in {"0", "false", "no", "off"}:
+        return False
+
+    return default
+
+
+def _parse_profiles(value: str) -> list[str]:
+    if value.strip().lower() == "all":
+        return list(AGENT_PROFILES)
+
+    profiles: list[str] = []
+    for raw_profile in value.split(","):
+        profile = raw_profile.strip().lower().replace("_", "-")
+        if not profile:
+            continue
+        if profile not in AGENT_PROFILES:
+            valid = ", ".join([*AGENT_PROFILES, "all"])
+            raise ValueError(f"unknown profile {raw_profile!r}; valid values: {valid}")
+        profiles.append(profile)
+
+    if not profiles:
+        raise ValueError("at least one profile is required")
+    return list(dict.fromkeys(profiles))
+
+
+def _parse_http_port_base(value: str | None) -> int:
+    if value is None or not value.strip():
+        return 0
+
+    try:
+        port = int(value)
+    except ValueError as exc:
+        raise ValueError(f"invalid HTTP port base {value!r}") from exc
+
+    if port < 0 or port > 65535:
+        raise ValueError(f"invalid HTTP port base {value!r}; expected 0-65535")
+    return port
+
+
+def _profile_http_port(http_port_base: int, index: int) -> int:
+    if http_port_base == 0:
+        return 0
+
+    port = http_port_base + index
+    if port > 65535:
+        raise ValueError("HTTP port range exceeds 65535")
+    return port
+
+
+def _child_env(profile_name: str, *, http_port: int) -> dict[str, str]:
+    profile = AGENT_PROFILES[profile_name]
+    env = os.environ.copy()
+    env.update(
+        {
+            "CUSTOM_AGENT_PROFILE": profile_name,
+            "CUSTOM_AGENT_NAME": profile.agent_name,
+            "CUSTOM_LLM_PROVIDER": profile.llm_provider,
+            "CUSTOM_AGENT_INPUT_MODE": profile.input_mode,
+            "CUSTOM_AGENT_HTTP_PORT": str(http_port),
+        }
+    )
+    return env
+
+
+async def _pipe_output(prefix: str, stream: asyncio.StreamReader) -> None:
+    while line := await stream.readline():
+        text = line.decode("utf-8", errors="replace").rstrip()
+        print(f"[{prefix}] {text}", flush=True)
+
+
+async def _start_profile(
+    profile_name: str,
+    *,
+    mode: str,
+    http_port: int,
+    reload: bool,
+) -> asyncio.subprocess.Process:
+    profile = AGENT_PROFILES[profile_name]
+    script_path = Path(__file__).with_name("custom_agent.py")
+    args = [sys.executable, str(script_path), mode]
+    if mode == "dev" and not reload:
+        args.append("--no-reload")
+
+    process = await asyncio.create_subprocess_exec(
+        *args,
+        env=_child_env(profile_name, http_port=http_port),
+        stdout=asyncio.subprocess.PIPE,
+        stderr=asyncio.subprocess.PIPE,
+    )
+    print(
+        f"started {profile_name}: pid={process.pid} agent={profile.agent_name} "
+        f"llm={profile.llm_provider} input={profile.input_mode} http_port={http_port}",
+        flush=True,
+    )
+    if process.stdout is not None:
+        asyncio.create_task(_pipe_output(profile_name, process.stdout))
+    if process.stderr is not None:
+        asyncio.create_task(_pipe_output(profile_name, process.stderr))
+    return process
+
+
+async def _terminate(processes: list[asyncio.subprocess.Process]) -> None:
+    for process in processes:
+        if process.returncode is None:
+            process.terminate()
+
+    try:
+        await asyncio.wait_for(
+            asyncio.gather(*(process.wait() for process in processes)),
+            timeout=10.0,
+        )
+    except asyncio.TimeoutError:
+        for process in processes:
+            if process.returncode is None:
+                process.kill()
+        await asyncio.gather(*(process.wait() for process in processes))
+
+
+async def _run(
+    profiles: list[str],
+    *,
+    mode: str,
+    http_port_base: int,
+    reload: bool,
+) -> int:
+    processes = [
+        await _start_profile(
+            profile,
+            mode=mode,
+            http_port=_profile_http_port(http_port_base, index),
+            reload=reload,
+        )
+        for index, profile in enumerate(profiles)
+    ]
+    stop_event = asyncio.Event()
+    loop = asyncio.get_running_loop()
+
+    for sig in (signal.SIGINT, signal.SIGTERM):
+        loop.add_signal_handler(sig, stop_event.set)
+
+    wait_tasks = {asyncio.create_task(process.wait()): process for process in processes}
+    stop_task = asyncio.create_task(stop_event.wait())
+    done, _ = await asyncio.wait(
+        [*wait_tasks, stop_task],
+        return_when=asyncio.FIRST_COMPLETED,
+    )
+
+    exit_code = 0
+    if stop_task not in done:
+        for task in done:
+            process = wait_tasks[task]
+            exit_code = task.result() or 0
+            print(f"agent profile process exited: pid={process.pid} code={exit_code}", flush=True)
+
+    await _terminate(processes)
+    return exit_code
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(description="Start multiple custom LiveKit agent profiles.")
+    parser.add_argument(
+        "mode",
+        nargs="?",
+        default="dev",
+        choices=("console", "dev", "start", "connect"),
+        help="custom_agent.py CLI mode to run for each profile",
+    )
+    parser.add_argument(
+        "--profiles",
+        default=os.getenv("CUSTOM_AGENT_PROFILES", ",".join(DEFAULT_PROFILES)),
+        help="comma-separated profiles to start, or 'all'",
+    )
+    parser.add_argument(
+        "--http-port-base",
+        default=os.getenv("CUSTOM_AGENT_HTTP_PORT_BASE", "0"),
+        help=(
+            "base HTTP health-check port for profile workers; "
+            "0 lets the OS assign free ports"
+        ),
+    )
+    parser.add_argument(
+        "--reload",
+        action="store_true",
+        default=_env_bool("CUSTOM_AGENT_DEV_RELOAD", False),
+        help="enable auto-reload in dev mode",
+    )
+    args = parser.parse_args()
+
+    try:
+        profiles = _parse_profiles(args.profiles)
+        http_port_base = _parse_http_port_base(args.http_port_base)
+    except ValueError as exc:
+        parser.error(str(exc))
+
+    raise SystemExit(
+        asyncio.run(
+            _run(
+                profiles,
+                mode=args.mode,
+                http_port_base=http_port_base,
+                reload=args.reload,
+            )
+        )
+    )
+
+
+if __name__ == "__main__":
+    main()

test_beaver_llm.py

@@ -0,0 +1,169 @@
+import asyncio
+import json
+
+import aiohttp
+from aiohttp import web
+
+try:
+    from custom.beaver_llm import BeaverLLM, latest_user_text
+except ModuleNotFoundError:
+    from beaver_llm import BeaverLLM, latest_user_text
+from livekit.agents import ChatContext
+
+
+def test_latest_user_text_uses_most_recent_user_message() -> None:
+    ctx = ChatContext.empty()
+    ctx.add_message(role="user", content="first")
+    ctx.add_message(role="assistant", content="ignored")
+    ctx.add_message(role="user", content=["second", "line"])
+
+    assert latest_user_text(ctx) == "second\nline"
+
+
+async def test_beaver_llm_sends_latest_user_text_and_returns_reply(
+    unused_tcp_port: int,
+) -> None:
+    received: list[dict[str, object]] = []
+
+    async def websocket_handler(request: web.Request) -> web.WebSocketResponse:
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+
+        async for message in ws:
+            assert message.type == aiohttp.WSMsgType.TEXT
+            frame = json.loads(message.data)
+            received.append(frame)
+
+            if frame["type"] == "connect":
+                await ws.send_json(
+                    {
+                        "type": "connected",
+                        "channel_id": "terminal-dev",
+                        "session_id": "terminal-dev:local:livekit-room",
+                    }
+                )
+            elif frame["type"] == "message":
+                await ws.send_json(
+                    {
+                        "type": "ack",
+                        "message_id": frame["message_id"],
+                        "session_id": "terminal-dev:local:livekit-room",
+                        "accepted": True,
+                    }
+                )
+                await ws.send_json(
+                    {
+                        "type": "message",
+                        "role": "assistant",
+                        "message_id": frame["message_id"],
+                        "run_id": "run-1",
+                        "text": "beaver reply",
+                        "finish_reason": "stop",
+                    }
+                )
+
+        return ws
+
+    app = web.Application()
+    app.router.add_get("/api/channels/terminal-dev/ws", websocket_handler)
+    runner = web.AppRunner(app)
+    await runner.setup()
+    site = web.TCPSite(runner, "127.0.0.1", unused_tcp_port)
+    await site.start()
+
+    beaver_llm = BeaverLLM(
+        url=f"http://127.0.0.1:{unused_tcp_port}/api/channels/terminal-dev/ws",
+        peer_id="livekit-room",
+        device_name="livekit-custom-agent",
+    )
+    ctx = ChatContext.empty()
+    ctx.add_message(role="system", content="ignored instructions")
+    ctx.add_message(role="user", content="hello beaver")
+
+    try:
+        collected = await beaver_llm.chat(chat_ctx=ctx).collect()
+    finally:
+        await beaver_llm.aclose()
+        await runner.cleanup()
+
+    assert collected.text == "beaver reply"
+    assert received[0] == {
+        "type": "connect",
+        "peer_id": "livekit-room",
+        "device_name": "livekit-custom-agent",
+        "capabilities": ["text"],
+    }
+    assert received[1]["type"] == "message"
+    assert received[1]["message_id"].startswith("livekit-room-")
+    assert received[1]["message_id"].endswith("-000001")
+    assert received[1]["text"] == "hello beaver"
+
+
+async def test_beaver_llm_waits_for_slow_reply_without_placeholder(
+    unused_tcp_port: int,
+) -> None:
+    async def websocket_handler(request: web.Request) -> web.WebSocketResponse:
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+
+        async for message in ws:
+            assert message.type == aiohttp.WSMsgType.TEXT
+            frame = json.loads(message.data)
+
+            if frame["type"] == "connect":
+                await ws.send_json(
+                    {
+                        "type": "connected",
+                        "channel_id": "terminal-dev",
+                        "session_id": "terminal-dev:local:livekit-room",
+                    }
+                )
+            elif frame["type"] == "message":
+                await ws.send_json(
+                    {
+                        "type": "ack",
+                        "message_id": frame["message_id"],
+                        "session_id": "terminal-dev:local:livekit-room",
+                        "accepted": True,
+                    }
+                )
+                await asyncio.sleep(0.05)
+                await ws.send_json(
+                    {
+                        "type": "message",
+                        "role": "assistant",
+                        "message_id": frame["message_id"],
+                        "run_id": "run-1",
+                        "text": "beaver reply",
+                        "finish_reason": "stop",
+                    }
+                )
+
+        return ws
+
+    app = web.Application()
+    app.router.add_get("/api/channels/terminal-dev/ws", websocket_handler)
+    runner = web.AppRunner(app)
+    await runner.setup()
+    site = web.TCPSite(runner, "127.0.0.1", unused_tcp_port)
+    await site.start()
+
+    beaver_llm = BeaverLLM(
+        url=f"http://127.0.0.1:{unused_tcp_port}/api/channels/terminal-dev/ws",
+        peer_id="livekit-room",
+        device_name="livekit-custom-agent",
+    )
+    ctx = ChatContext.empty()
+    ctx.add_message(role="user", content="hello beaver")
+
+    try:
+        chunks: list[str] = []
+        async with beaver_llm.chat(chat_ctx=ctx) as stream:
+            async for chunk in stream:
+                if chunk.delta and chunk.delta.content:
+                    chunks.append(chunk.delta.content)
+    finally:
+        await beaver_llm.aclose()
+        await runner.cleanup()
+
+    assert chunks == ["beaver reply"]

test_beaver_terminal_client.py

@@ -0,0 +1,458 @@
+import asyncio
+import json
+import sys
+from pathlib import Path
+
+import aiohttp
+import pytest
+from aiohttp import web
+
+if __name__ == "__main__":
+    sys.path.insert(0, str(Path(__file__).resolve().parents[1]))
+    raise SystemExit(pytest.main([__file__]))
+
+try:
+    from custom.beaver_terminal_client import (
+        BeaverTerminalClient,
+        BeaverTerminalConnectionClosed,
+        BeaverTerminalError,
+        MessageIdGenerator,
+        build_connect_frame,
+        build_message_frame,
+    )
+except ModuleNotFoundError:
+    from beaver_terminal_client import (
+        BeaverTerminalClient,
+        BeaverTerminalConnectionClosed,
+        BeaverTerminalError,
+        MessageIdGenerator,
+        build_connect_frame,
+        build_message_frame,
+    )
+
+
+def test_build_connect_frame_uses_stable_peer_id() -> None:
+    frame = build_connect_frame(peer_id="device-001", device_name="desk-terminal")
+
+    assert frame == {
+        "type": "connect",
+        "peer_id": "device-001",
+        "device_name": "desk-terminal",
+        "capabilities": ["text"],
+    }
+
+
+def test_build_message_frame_uses_message_id_and_text() -> None:
+    frame = build_message_frame(message_id="device-001-000001", text="hello")
+
+    assert frame == {
+        "type": "message",
+        "message_id": "device-001-000001",
+        "text": "hello",
+    }
+
+
+def test_message_id_generator_uses_monotonic_peer_counter() -> None:
+    generator = MessageIdGenerator(peer_id="device-001", initial_counter=7)
+
+    assert generator.next_id() == "device-001-000008"
+    assert generator.next_id() == "device-001-000009"
+    assert generator.counter == 9
+
+
+def test_message_id_generator_can_include_nonce() -> None:
+    generator = MessageIdGenerator(peer_id="device-001", nonce="run12345")
+
+    assert generator.next_id() == "device-001-run12345-000001"
+    assert generator.next_id() == "device-001-run12345-000002"
+
+
+async def test_client_connects_sends_text_and_returns_assistant_reply(
+    unused_tcp_port: int,
+) -> None:
+    received: list[dict[str, object]] = []
+
+    async def websocket_handler(request: web.Request) -> web.WebSocketResponse:
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+
+        async for message in ws:
+            assert message.type == aiohttp.WSMsgType.TEXT
+            frame = json.loads(message.data)
+            received.append(frame)
+
+            if frame["type"] == "connect":
+                await ws.send_json(
+                    {
+                        "type": "connected",
+                        "channel_id": "terminal-dev",
+                        "session_id": "terminal-dev:local:device-001",
+                    }
+                )
+            elif frame["type"] == "message":
+                await ws.send_json(
+                    {
+                        "type": "ack",
+                        "message_id": frame["message_id"],
+                        "session_id": "terminal-dev:local:device-001",
+                        "accepted": True,
+                    }
+                )
+                await ws.send_json(
+                    {
+                        "type": "message",
+                        "role": "assistant",
+                        "message_id": frame["message_id"],
+                        "run_id": "run-1",
+                        "text": "assistant reply",
+                        "finish_reason": "stop",
+                    }
+                )
+
+        return ws
+
+    app = web.Application()
+    app.router.add_get("/api/channels/terminal-dev/ws", websocket_handler)
+    runner = web.AppRunner(app)
+    await runner.setup()
+    site = web.TCPSite(runner, "127.0.0.1", unused_tcp_port)
+    await site.start()
+
+    client = BeaverTerminalClient(
+        url=f"http://127.0.0.1:{unused_tcp_port}/api/channels/terminal-dev/ws",
+        peer_id="device-001",
+        device_name="desk-terminal",
+        message_ids=MessageIdGenerator(peer_id="device-001"),
+    )
+
+    try:
+        await client.connect()
+        reply = await client.send_text("hello")
+    finally:
+        await client.close()
+        await runner.cleanup()
+
+    assert client.session_id == "terminal-dev:local:device-001"
+    assert reply == "assistant reply"
+    assert received == [
+        {
+            "type": "connect",
+            "peer_id": "device-001",
+            "device_name": "desk-terminal",
+            "capabilities": ["text"],
+        },
+        {
+            "type": "message",
+            "message_id": "device-001-000001",
+            "text": "hello",
+        },
+    ]
+
+
+async def test_client_returns_cached_duplicate_reply(unused_tcp_port: int) -> None:
+    async def websocket_handler(request: web.Request) -> web.WebSocketResponse:
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+
+        async for message in ws:
+            frame = json.loads(message.data)
+            if frame["type"] == "connect":
+                await ws.send_json(
+                    {
+                        "type": "connected",
+                        "channel_id": "terminal-dev",
+                        "session_id": "terminal-dev:local:device-001",
+                    }
+                )
+            elif frame["type"] == "message":
+                await ws.send_json(
+                    {
+                        "type": "ack",
+                        "message_id": frame["message_id"],
+                        "session_id": "terminal-dev:local:device-001",
+                        "accepted": False,
+                        "duplicate": True,
+                        "pending": False,
+                        "reply": "cached assistant reply",
+                    }
+                )
+
+        return ws
+
+    app = web.Application()
+    app.router.add_get("/api/channels/terminal-dev/ws", websocket_handler)
+    runner = web.AppRunner(app)
+    await runner.setup()
+    site = web.TCPSite(runner, "127.0.0.1", unused_tcp_port)
+    await site.start()
+
+    client = BeaverTerminalClient(
+        url=f"http://127.0.0.1:{unused_tcp_port}/api/channels/terminal-dev/ws",
+        peer_id="device-001",
+        device_name="desk-terminal",
+        message_ids=MessageIdGenerator(peer_id="device-001"),
+    )
+
+    try:
+        await client.connect()
+        reply = await client.send_text("hello")
+    finally:
+        await client.close()
+        await runner.cleanup()
+
+    assert reply == "cached assistant reply"
+
+
+async def test_client_raises_on_error_frames(unused_tcp_port: int) -> None:
+    async def websocket_handler(request: web.Request) -> web.WebSocketResponse:
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+
+        async for message in ws:
+            frame = json.loads(message.data)
+            if frame["type"] == "connect":
+                await ws.send_json(
+                    {
+                        "type": "connected",
+                        "channel_id": "terminal-dev",
+                        "session_id": "terminal-dev:local:device-001",
+                    }
+                )
+            elif frame["type"] == "message":
+                await ws.send_json({"type": "error", "error": "text is required"})
+
+        return ws
+
+    app = web.Application()
+    app.router.add_get("/api/channels/terminal-dev/ws", websocket_handler)
+    runner = web.AppRunner(app)
+    await runner.setup()
+    site = web.TCPSite(runner, "127.0.0.1", unused_tcp_port)
+    await site.start()
+
+    client = BeaverTerminalClient(
+        url=f"http://127.0.0.1:{unused_tcp_port}/api/channels/terminal-dev/ws",
+        peer_id="device-001",
+        device_name="desk-terminal",
+        message_ids=MessageIdGenerator(peer_id="device-001"),
+    )
+
+    try:
+        await client.connect()
+        with pytest.raises(BeaverTerminalError, match="text is required"):
+            await client.send_text("hello")
+    finally:
+        await client.close()
+        await runner.cleanup()
+
+
+async def test_client_cleans_up_owned_session_when_connect_fails(
+    unused_tcp_port: int,
+) -> None:
+    async def websocket_handler(request: web.Request) -> web.Response:
+        return web.Response(status=200, text="not a websocket")
+
+    app = web.Application()
+    app.router.add_get("/api/channels/terminal-dev/ws", websocket_handler)
+    runner = web.AppRunner(app)
+    await runner.setup()
+    site = web.TCPSite(runner, "127.0.0.1", unused_tcp_port)
+    await site.start()
+
+    client = BeaverTerminalClient(
+        url=f"http://127.0.0.1:{unused_tcp_port}/api/channels/terminal-dev/ws",
+        peer_id="device-001",
+        device_name="desk-terminal",
+        message_ids=MessageIdGenerator(peer_id="device-001"),
+    )
+
+    try:
+        with pytest.raises(BeaverTerminalConnectionClosed, match="failed to connect"):
+            await client.connect()
+        assert client._http_session is None
+        assert client._ws is None
+    finally:
+        await client.close()
+        await runner.cleanup()
+
+
+async def test_client_treats_assistant_finish_reason_error_as_failed_turn(
+    unused_tcp_port: int,
+) -> None:
+    async def websocket_handler(request: web.Request) -> web.WebSocketResponse:
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+
+        async for message in ws:
+            frame = json.loads(message.data)
+            if frame["type"] == "connect":
+                await ws.send_json(
+                    {
+                        "type": "connected",
+                        "channel_id": "terminal-dev",
+                        "session_id": "terminal-dev:local:device-001",
+                    }
+                )
+            elif frame["type"] == "message":
+                await ws.send_json(
+                    {
+                        "type": "ack",
+                        "message_id": frame["message_id"],
+                        "session_id": "terminal-dev:local:device-001",
+                        "accepted": True,
+                    }
+                )
+                await ws.send_json(
+                    {
+                        "type": "message",
+                        "role": "assistant",
+                        "message_id": frame["message_id"],
+                        "run_id": "run-1",
+                        "text": "failed turn",
+                        "finish_reason": "error",
+                    }
+                )
+
+        return ws
+
+    app = web.Application()
+    app.router.add_get("/api/channels/terminal-dev/ws", websocket_handler)
+    runner = web.AppRunner(app)
+    await runner.setup()
+    site = web.TCPSite(runner, "127.0.0.1", unused_tcp_port)
+    await site.start()
+
+    client = BeaverTerminalClient(
+        url=f"http://127.0.0.1:{unused_tcp_port}/api/channels/terminal-dev/ws",
+        peer_id="device-001",
+        device_name="desk-terminal",
+        message_ids=MessageIdGenerator(peer_id="device-001"),
+    )
+
+    try:
+        await client.connect()
+        with pytest.raises(BeaverTerminalError, match="failed turn"):
+            await client.send_text("hello")
+    finally:
+        await client.close()
+        await runner.cleanup()
+
+
+async def test_client_ping_sends_ping_and_waits_for_pong(unused_tcp_port: int) -> None:
+    async def websocket_handler(request: web.Request) -> web.WebSocketResponse:
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+
+        async for message in ws:
+            frame = json.loads(message.data)
+            if frame["type"] == "connect":
+                await ws.send_json(
+                    {
+                        "type": "connected",
+                        "channel_id": "terminal-dev",
+                        "session_id": "terminal-dev:local:device-001",
+                    }
+                )
+            elif frame["type"] == "ping":
+                await ws.send_json({"type": "pong"})
+
+        return ws
+
+    app = web.Application()
+    app.router.add_get("/api/channels/terminal-dev/ws", websocket_handler)
+    runner = web.AppRunner(app)
+    await runner.setup()
+    site = web.TCPSite(runner, "127.0.0.1", unused_tcp_port)
+    await site.start()
+
+    client = BeaverTerminalClient(
+        url=f"http://127.0.0.1:{unused_tcp_port}/api/channels/terminal-dev/ws",
+        peer_id="device-001",
+        device_name="desk-terminal",
+        message_ids=MessageIdGenerator(peer_id="device-001"),
+    )
+
+    try:
+        await client.connect()
+        assert await client.ping()
+    finally:
+        await client.close()
+        await runner.cleanup()
+
+
+async def test_client_reconnects_with_same_peer_id_when_socket_closes_before_send(
+    unused_tcp_port: int,
+) -> None:
+    connect_peer_ids: list[str] = []
+    message_ids: list[str] = []
+    connection_count = 0
+
+    async def websocket_handler(request: web.Request) -> web.WebSocketResponse:
+        nonlocal connection_count
+        connection_count += 1
+        current_connection = connection_count
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+
+        async for message in ws:
+            frame = json.loads(message.data)
+            if frame["type"] == "connect":
+                connect_peer_ids.append(frame["peer_id"])
+                await ws.send_json(
+                    {
+                        "type": "connected",
+                        "channel_id": "terminal-dev",
+                        "session_id": "terminal-dev:local:device-001",
+                    }
+                )
+            elif frame["type"] == "message":
+                message_ids.append(frame["message_id"])
+                if current_connection == 1:
+                    await ws.close()
+                    continue
+                await ws.send_json(
+                    {
+                        "type": "ack",
+                        "message_id": frame["message_id"],
+                        "session_id": "terminal-dev:local:device-001",
+                        "accepted": True,
+                    }
+                )
+                await ws.send_json(
+                    {
+                        "type": "message",
+                        "role": "assistant",
+                        "message_id": frame["message_id"],
+                        "run_id": "run-2",
+                        "text": "reply after reconnect",
+                        "finish_reason": "stop",
+                    }
+                )
+
+        return ws
+
+    app = web.Application()
+    app.router.add_get("/api/channels/terminal-dev/ws", websocket_handler)
+    runner = web.AppRunner(app)
+    await runner.setup()
+    site = web.TCPSite(runner, "127.0.0.1", unused_tcp_port)
+    await site.start()
+
+    client = BeaverTerminalClient(
+        url=f"http://127.0.0.1:{unused_tcp_port}/api/channels/terminal-dev/ws",
+        peer_id="device-001",
+        device_name="desk-terminal",
+        message_ids=MessageIdGenerator(peer_id="device-001"),
+    )
+
+    try:
+        await client.connect()
+        await asyncio.sleep(0.01)
+        reply = await client.send_text("hello")
+    finally:
+        await client.close()
+        await runner.cleanup()
+
+    assert reply == "reply after reconnect"
+    assert connect_peer_ids == ["device-001", "device-001"]
+    assert message_ids == ["device-001-000001", "device-001-000002"]

test_hermes_gateway.py

@@ -0,0 +1,262 @@
+import json
+
+import aiohttp
+import pytest
+from aiohttp import web
+
+from custom.hermes_gateway import (
+    GatewaySessionState,
+    HermesGatewayLLM,
+    build_connect_params,
+    chat_context_to_gateway_messages,
+    extract_text_delta,
+    is_error_response,
+    is_terminal_event,
+)
+from livekit.agents import ChatContext, llm
+from livekit.agents._exceptions import APIConnectionError
+
+
+def test_chat_context_to_gateway_messages_preserves_text_and_images() -> None:
+    ctx = ChatContext.empty()
+    ctx.add_message(role="system", content="system prompt")
+    ctx.add_message(role="user", content=["look here", llm.ImageContent(image="data:image/png;base64,abc")])
+
+    messages = chat_context_to_gateway_messages(ctx)
+
+    assert messages == [
+        {"role": "system", "content": "system prompt"},
+        {
+            "role": "user",
+            "content": [
+                {"type": "text", "text": "look here"},
+                {"type": "image_url", "image_url": {"url": "data:image/png;base64,abc"}},
+            ],
+        },
+    ]
+
+
+def test_extract_text_delta_accepts_common_gateway_event_shapes() -> None:
+    assert (
+        extract_text_delta(
+            {"type": "event", "event": "agent", "payload": {"delta": {"content": "hi"}}}
+        )
+        == "hi"
+    )
+    assert extract_text_delta({"type": "event", "event": "agent", "payload": {"text": " there"}}) == " there"
+    assert (
+        extract_text_delta(
+            {
+                "type": "event",
+                "event": "session.message.delta",
+                "payload": {"message": {"content": [{"type": "text", "text": "!"}]}},
+            }
+        )
+        == "!"
+    )
+
+
+def test_per_room_session_state_reuses_stable_session_key() -> None:
+    state = GatewaySessionState(room_name="kitchen-room", agent_id="helper")
+
+    assert state.session_key == "livekit:kitchen-room:helper"
+    state.session_key = "gateway-session-123"
+    assert state.session_key == "gateway-session-123"
+
+
+def test_build_connect_params_uses_backend_operator_defaults() -> None:
+    params = build_connect_params(token="secret-token")
+
+    assert params["client"] == {
+        "id": "gateway-client",
+        "version": "livekit-custom-agent",
+        "platform": "python",
+        "mode": "backend",
+    }
+    assert params["role"] == "operator"
+    assert params["scopes"] == ["operator.read", "operator.write"]
+    assert params["auth"] == {"token": "secret-token"}
+    assert "device" not in params
+
+
+def test_gateway_response_helpers_match_only_current_send_request() -> None:
+    assert is_terminal_event({"type": "res", "id": "send-1", "ok": True}, request_id="send-1")
+    assert is_error_response({"type": "res", "id": "send-1", "ok": False}, request_id="send-1")
+    assert not is_terminal_event({"type": "res", "id": "connect-1", "ok": True}, request_id="send-1")
+    assert not is_error_response({"type": "res", "id": "connect-1", "ok": False}, request_id="send-1")
+
+
+def test_hermes_llm_reports_provider_and_model() -> None:
+    state = GatewaySessionState(room_name="kitchen", agent_id="helper")
+    gateway_llm = HermesGatewayLLM(
+        url="ws://gateway.test/ws",
+        token="token",
+        state=state,
+        agent_id="helper",
+        model_name="hermes-agent",
+    )
+
+    assert gateway_llm.provider == "hermes-gateway"
+    assert gateway_llm.model == "hermes-agent"
+
+
+def test_gateway_session_state_rejects_non_per_room_mode() -> None:
+    with pytest.raises(ValueError, match="per_room"):
+        GatewaySessionState(room_name="kitchen", agent_id="helper", session_mode="per_turn")
+
+
+async def test_llm_stream_sends_gateway_rpcs_and_yields_text(unused_tcp_port: int) -> None:
+    received: list[dict[str, object]] = []
+
+    async def websocket_handler(request: web.Request) -> web.WebSocketResponse:
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+        await ws.send_json({"type": "event", "event": "connect.challenge", "payload": {}})
+
+        async for message in ws:
+            assert message.type == aiohttp.WSMsgType.TEXT
+            payload = json.loads(message.data)
+            received.append(payload)
+            method = payload.get("method")
+            request_id = payload.get("id")
+            if method == "connect":
+                await ws.send_json({"type": "res", "id": request_id, "ok": True})
+            elif method == "sessions.create":
+                await ws.send_json(
+                    {
+                        "type": "res",
+                        "id": request_id,
+                        "ok": True,
+                        "result": {"sessionKey": "livekit:kitchen:helper"},
+                    }
+                )
+            elif method == "sessions.send":
+                await ws.send_json(
+                    {
+                        "type": "event",
+                        "event": "agent",
+                        "payload": {"delta": {"content": "你好"}},
+                    }
+                )
+                await ws.send_json(
+                    {
+                        "type": "res",
+                        "id": request_id,
+                        "ok": True,
+                        "result": {"usage": {"prompt_tokens": 3, "completion_tokens": 1}},
+                    }
+                )
+                await ws.close()
+
+        return ws
+
+    app = web.Application()
+    app.router.add_get("/ws", websocket_handler)
+    runner = web.AppRunner(app)
+    await runner.setup()
+    site = web.TCPSite(runner, "127.0.0.1", unused_tcp_port)
+    await site.start()
+
+    gateway_llm = HermesGatewayLLM(
+        url=f"http://127.0.0.1:{unused_tcp_port}/ws",
+        token="secret-token",
+        state=GatewaySessionState(room_name="kitchen", agent_id="helper"),
+        agent_id="helper",
+    )
+    ctx = ChatContext.empty()
+    ctx.add_message(role="user", content="杯子在哪里")
+
+    try:
+        collected = await gateway_llm.chat(chat_ctx=ctx).collect()
+    finally:
+        await gateway_llm.aclose()
+        await runner.cleanup()
+
+    assert collected.text == "你好"
+    assert [item["method"] for item in received] == ["connect", "sessions.create", "sessions.send"]
+    send_request = received[2]
+    assert send_request["params"]["sessionKey"] == "livekit:kitchen:helper"
+    assert send_request["params"]["messages"] == [{"role": "user", "content": "杯子在哪里"}]
+
+
+def test_extract_text_delta_reads_final_message_content() -> None:
+    assert (
+        extract_text_delta(
+            {
+                "type": "event",
+                "event": "session.message.completed",
+                "payload": {
+                    "message": {
+                        "content": [
+                            {"type": "text", "text": "完整回复"},
+                        ]
+                    }
+                },
+            }
+        )
+        == "完整回复"
+    )
+
+
+def test_is_error_response_accepts_error_events() -> None:
+    assert is_error_response(
+        {"type": "event", "event": "agent.error", "payload": {"error": "boom"}},
+        request_id="send-1",
+    )
+    assert is_error_response(
+        {"type": "event", "event": "run.failed", "payload": {"message": "boom"}},
+        request_id="send-1",
+    )
+
+
+async def test_llm_stream_maps_gateway_error_events_to_api_connection_error(
+    unused_tcp_port: int,
+) -> None:
+    async def websocket_handler(request: web.Request) -> web.WebSocketResponse:
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+        await ws.send_json({"type": "event", "event": "connect.challenge", "payload": {}})
+
+        async for message in ws:
+            assert message.type == aiohttp.WSMsgType.TEXT
+            payload = json.loads(message.data)
+            method = payload.get("method")
+            request_id = payload.get("id")
+            if method == "connect":
+                await ws.send_json({"type": "res", "id": request_id, "ok": True})
+            elif method == "sessions.create":
+                await ws.send_json({"type": "res", "id": request_id, "ok": True})
+            elif method == "sessions.send":
+                await ws.send_json(
+                    {
+                        "type": "event",
+                        "event": "run.failed",
+                        "payload": {"message": "gateway exploded"},
+                    }
+                )
+                await ws.close()
+
+        return ws
+
+    app = web.Application()
+    app.router.add_get("/ws", websocket_handler)
+    runner = web.AppRunner(app)
+    await runner.setup()
+    site = web.TCPSite(runner, "127.0.0.1", unused_tcp_port)
+    await site.start()
+
+    gateway_llm = HermesGatewayLLM(
+        url=f"http://127.0.0.1:{unused_tcp_port}/ws",
+        token=None,
+        state=GatewaySessionState(room_name="kitchen", agent_id="helper"),
+        agent_id="helper",
+    )
+    ctx = ChatContext.empty()
+    ctx.add_message(role="user", content="hello")
+
+    try:
+        with pytest.raises(APIConnectionError, match="gateway exploded"):
+            await gateway_llm.chat(chat_ctx=ctx).collect()
+    finally:
+        await gateway_llm.aclose()
+        await runner.cleanup()

tts.py

@@ -3,10 +3,10 @@ from __future__ import annotations
 import asyncio
 import logging
 import os
+import time
 import wave
 from collections.abc import Mapping
 from io import BytesIO
-from typing import Optional
 
 import aiohttp
 
@@ -29,13 +29,13 @@ class BlackboxTTS(tts.TTS):
         *,
         url: str,
         model_name: str = "voxcpmtts",
-        params: Optional[Mapping[str, object]] = None,
-        prompt_wav_path: Optional[str] = None,
+        params: Mapping[str, object] | None = None,
+        prompt_wav_path: str | None = None,
         prompt_wav_field: str = "prompt_wav",
         sample_rate: int = 16000,
         num_channels: int = 1,
         timeout: float = 60.0,
-        http_session: Optional[aiohttp.ClientSession] = None,
+        http_session: aiohttp.ClientSession | None = None,
     ) -> None:
         super().__init__(
             capabilities=tts.TTSCapabilities(streaming=False),
@@ -88,6 +88,7 @@ class BlackboxTTSStream(tts.ChunkedStream):
         self._tts: BlackboxTTS = tts
 
     async def _run(self, output_emitter: tts.AudioEmitter) -> None:
+        started_at = time.perf_counter()
         form = aiohttp.FormData(default_to_multipart=True)
         form.add_field("text", self.input_text)
         form.add_field("model_name", self._tts._model_name)
@@ -131,6 +132,9 @@ class BlackboxTTSStream(tts.ChunkedStream):
                 content_type = resp.headers.get("Content-Type", "audio/wav")
                 logged_wav_format = False
                 wav_header_probe = bytearray()
+                first_audio_at: float | None = None
+                chunk_count = 0
+                total_bytes = 0
                 output_emitter.initialize(
                     request_id=utils.shortuuid(),
                     sample_rate=self._tts.sample_rate,
@@ -140,6 +144,16 @@ class BlackboxTTSStream(tts.ChunkedStream):
 
                 async for data, _ in resp.content.iter_chunks():
                     if data:
+                        chunk_count += 1
+                        total_bytes += len(data)
+                        if first_audio_at is None:
+                            first_audio_at = time.perf_counter()
+                            logger.info(
+                                "TTS first audio chunk after %.3fs (text_len=%s, bytes=%s)",
+                                first_audio_at - started_at,
+                                len(self.input_text),
+                                len(data),
+                            )
                         if not logged_wav_format:
                             wav_header_probe.extend(data)
                             logged_wav_format = _log_wav_format(
@@ -156,6 +170,15 @@ class BlackboxTTSStream(tts.ChunkedStream):
                                 logged_wav_format = True
                         output_emitter.push(data)
                 output_emitter.flush()
+                finished_at = time.perf_counter()
+                logger.info(
+                    "TTS stream completed in %.3fs (first_chunk=%.3fs, chunks=%s, bytes=%s, text_len=%s)",
+                    finished_at - started_at,
+                    (first_audio_at - started_at) if first_audio_at else -1.0,
+                    chunk_count,
+                    total_bytes,
+                    len(self.input_text),
+                )
         except asyncio.TimeoutError as e:
             raise APITimeoutError("TTS blackbox request timed out") from e
         except aiohttp.ClientError as e: